diff --git a/current/catalog.json b/current/catalog.json
index 359734da95..1d8690d4b9 100644
--- a/current/catalog.json
+++ b/current/catalog.json
@@ -76,24 +76,12 @@
       "type": "application/json",
       "title": "AR6 sea level rise projections"
     },
-    {
-      "rel": "child",
-      "href": "./slp6_pilot/collection.json",
-      "type": "application/json",
-      "title": "Sea level projections"
-    },
     {
       "rel": "child",
       "href": "./coastal-mask/collection.json",
       "type": "application/json",
       "title": "Coastal Mask"
     },
-    {
-      "rel": "child",
-      "href": "./shorelinemonitor-shorelines/collection.json",
-      "type": "application/json",
-      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
-    },
     {
       "rel": "child",
       "href": "./overture-building-footprints/collection.json",
@@ -108,45 +96,45 @@
     },
     {
       "rel": "child",
-      "href": "./shorelinemonitor-raw-series/collection.json",
+      "href": "./gctr/collection.json",
       "type": "application/json",
-      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+      "title": "Global Coastal Transect Repository (GCTR)"
     },
     {
       "rel": "child",
-      "href": "./gcts/collection.json",
+      "href": "./pp/collection.json",
       "type": "application/json",
-      "title": "Global Coastal Transect System (GCTS)"
+      "title": "Population Projections"
     },
     {
       "rel": "child",
-      "href": "./gctr/collection.json",
+      "href": "./ceed/collection.json",
       "type": "application/json",
-      "title": "Global Coastal Transect Repository (GCTR)"
+      "title": "Coastal European Exposure Database"
     },
     {
       "rel": "child",
-      "href": "./pp/collection.json",
+      "href": "./shorelinemonitor-shorelines/collection.json",
       "type": "application/json",
-      "title": "Population Projections"
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
     },
     {
       "rel": "child",
-      "href": "./ceed/collection.json",
+      "href": "./shorelinemonitor-raw-series/collection.json",
       "type": "application/json",
-      "title": "Coastal European Exposure Database"
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
     },
     {
       "rel": "child",
-      "href": "./slp/collection.json",
+      "href": "./gcts/collection.json",
       "type": "application/json",
-      "title": "Global Sea Level Projections"
+      "title": "Global Coastal Transect System (GCTS)"
     },
     {
       "rel": "child",
-      "href": "./ss_wc/collection.json",
+      "href": "./slp/collection.json",
       "type": "application/json",
-      "title": "Storm Surge and Wave Climate"
+      "title": "Global Sea Level Projections"
     },
     {
       "rel": "child",
diff --git a/current/gcts-2000m/collection.json b/current/gcts-2000m/collection.json
deleted file mode 100644
index b5846a109e..0000000000
--- a/current/gcts-2000m/collection.json
+++ /dev/null
@@ -1,267 +0,0 @@
-{
-  "type": "Collection",
-  "id": "gcts-2000m",
-  "stac_version": "1.0.0",
-  "description": "This Global Coastal Transect System (GCTS-2000m) consists of transects that are 2000 m long, derived from a generalized (zoom level 9) OpenStreetMap coastline (2023-02-09). The transects are placed at equally-spaced 100 m alongshore resolution.",
-  "links": [
-    {
-      "rel": "license",
-      "href": "https://creativecommons.org/publicdomain/zero/1.0/",
-      "type": "text/html",
-      "title": "CC License"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-180.0_miny_-0.01_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-180.0_miny_-44.36_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-180.0_miny_-78.75_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-180.0_miny_66.51_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-89.75_miny_-66.52_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-90.02_miny_-0.01_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-90.06_miny_66.5_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_-90.0_miny_-78.15_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_0.0_miny_-0.01_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_0.0_miny_-70.35_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_10.42_miny_66.5_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_3.27_miny_-66.52_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_89.97_miny_68.76_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_89.99_miny_-78.03_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_90.0_miny_-0.01_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/minx_92.21_miny_-66.52_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "root",
-      "href": "../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    }
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json",
-    "https://stac-extensions.github.io/scientific/v1.0.0/schema.json",
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/version/v1.2.0/schema.json"
-  ],
-  "item_assets": {
-    "data": {
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ],
-      "type": "application/vnd.apache.parquet",
-      "table:storage_options": {
-        "account_name": "coclico"
-      },
-      "table:columns": [
-        {
-          "name": "tr_name",
-          "type": "string",
-          "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-        },
-        {
-          "name": "lon",
-          "type": "float",
-          "description": "Longitude of the transect starting point."
-        },
-        {
-          "name": "lat",
-          "type": "float",
-          "description": "Latitude of the transect starting point."
-        },
-        {
-          "name": "bearing",
-          "type": "float",
-          "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-        },
-        {
-          "name": "geometry",
-          "type": "byte_array",
-          "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-        },
-        {
-          "name": "coastline_is_closed",
-          "type": "bool",
-          "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-        },
-        {
-          "name": "coastline_length",
-          "type": "int32",
-          "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-        },
-        {
-          "name": "utm_crs",
-          "type": "int32",
-          "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-        },
-        {
-          "name": "bbox",
-          "type": "struct<minx: double, miny: double, maxx: double, maxy: double>",
-          "description": "Bounding box of the transect geometry, given by minimum and maximum coordinates in x (longitude) and y (latitude)."
-        },
-        {
-          "name": "quadkey",
-          "type": "string",
-          "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-        },
-        {
-          "name": "bounding_quadkey",
-          "type": "string",
-          "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-        },
-        {
-          "name": "isoCountryCodeAlpha2",
-          "type": "string",
-          "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-        },
-        {
-          "name": "admin_level_1_name",
-          "type": "string",
-          "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-        },
-        {
-          "name": "isoSubCountryCode",
-          "type": "string",
-          "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-        },
-        {
-          "name": "admin_level_2_name",
-          "type": "string",
-          "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-        }
-      ]
-    }
-  },
-  "base_url": "az://transects/gcts-2000m.parquet",
-  "sci:citation": "Calkoen, et al.2024, Enabling Coastal Analytics at Broad Spatial Scales, in progress. ",
-  "version": "1",
-  "title": "Global Coastal Transect System 2000 m",
-  "extent": {
-    "spatial": {
-      "bbox": [
-        [
-          -179.99979946036342,
-          -78.74747176732404,
-          179.9998718372176,
-          83.66967471602302
-        ]
-      ]
-    },
-    "temporal": {
-      "interval": [
-        [
-          "2024-03-18T00:00:00Z",
-          "2024-03-18T00:00:00Z"
-        ]
-      ]
-    }
-  },
-  "license": "ODbL-1.0",
-  "keywords": [
-    "Coast",
-    "Coastal",
-    "Transects",
-    "Coastal transects",
-    "Coastal Change",
-    "Satellite-Derived Shorelines",
-    "SDS",
-    "CoCliCo",
-    "Deltares",
-    "GeoParquet"
-  ],
-  "providers": [
-    {
-      "name": "Deltares",
-      "roles": [
-        "producer",
-        "processor",
-        "host",
-        "licensor"
-      ],
-      "url": "https://deltares.nl"
-    }
-  ],
-  "assets": {
-    "thumbnail": {
-      "href": "https://coclico.blob.core.windows.net/assets/thumbnails/gcts-thumbnail.jpeg",
-      "type": "image/jpeg",
-      "title": "Thumbnail"
-    },
-    "geoparquet-stac-items": {
-      "href": "az://items/gcts-2000m.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GeoParquet STAC items",
-      "description": "Snapshot of the collection's STAC items exported to GeoParquet format.",
-      "roles": [
-        "data"
-      ]
-    }
-  }
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-180.0_miny_-0.01_part_0.json b/current/gcts-2000m/items/minx_-180.0_miny_-0.01_part_0.json
deleted file mode 100644
index ea5d8dbf05..0000000000
--- a/current/gcts-2000m/items/minx_-180.0_miny_-0.01_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-180.0_miny_-0.01_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -179.99922504240433,
-      -0.00754661853550994,
-      -89.98087465130494,
-      66.52118909490382
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 1000455,
-    "created": "2024-04-02T08:25:29.756223Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -89.98087465130494,
-          -0.00754661853550994
-        ],
-        [
-          -89.98087465130494,
-          66.52118909490382
-        ],
-        [
-          -179.99922504240433,
-          66.52118909490382
-        ],
-        [
-          -179.99922504240433,
-          -0.00754661853550994
-        ],
-        [
-          -89.98087465130494,
-          -0.00754661853550994
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-180.0_miny_-0.01_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -179.99922504240433,
-    -0.00754661853550994,
-    -89.98087465130494,
-    66.52118909490382
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-180.0_miny_-44.36_part_0.json b/current/gcts-2000m/items/minx_-180.0_miny_-44.36_part_0.json
deleted file mode 100644
index 0033d5e83a..0000000000
--- a/current/gcts-2000m/items/minx_-180.0_miny_-44.36_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-180.0_miny_-44.36_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -179.99979946036342,
-      -44.36481636150472,
-      -90.0205575222102,
-      0.0070562073083440075
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 85236,
-    "created": "2024-04-02T08:25:33.884578Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -90.0205575222102,
-          -44.36481636150472
-        ],
-        [
-          -90.0205575222102,
-          0.0070562073083440075
-        ],
-        [
-          -179.99979946036342,
-          0.0070562073083440075
-        ],
-        [
-          -179.99979946036342,
-          -44.36481636150472
-        ],
-        [
-          -90.0205575222102,
-          -44.36481636150472
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-180.0_miny_-44.36_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -179.99979946036342,
-    -44.36481636150472,
-    -90.0205575222102,
-    0.0070562073083440075
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-180.0_miny_-78.75_part_0.json b/current/gcts-2000m/items/minx_-180.0_miny_-78.75_part_0.json
deleted file mode 100644
index 2dd0e4710e..0000000000
--- a/current/gcts-2000m/items/minx_-180.0_miny_-78.75_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-180.0_miny_-78.75_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -179.9951758204611,
-      -78.74747176732404,
-      -89.99365523770271,
-      -68.74990551986006
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 54228,
-    "created": "2024-04-02T08:25:37.241930Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -89.99365523770271,
-          -78.74747176732404
-        ],
-        [
-          -89.99365523770271,
-          -68.74990551986006
-        ],
-        [
-          -179.9951758204611,
-          -68.74990551986006
-        ],
-        [
-          -179.9951758204611,
-          -78.74747176732404
-        ],
-        [
-          -89.99365523770271,
-          -78.74747176732404
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-180.0_miny_-78.75_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -179.9951758204611,
-    -78.74747176732404,
-    -89.99365523770271,
-    -68.74990551986006
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-180.0_miny_66.51_part_0.json b/current/gcts-2000m/items/minx_-180.0_miny_66.51_part_0.json
deleted file mode 100644
index 3e147db256..0000000000
--- a/current/gcts-2000m/items/minx_-180.0_miny_66.51_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-180.0_miny_66.51_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -179.99975186592908,
-      66.50557986809558,
-      -89.95718590977026,
-      81.93936474444614
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 650165,
-    "created": "2024-04-02T08:26:09.668771Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -89.95718590977026,
-          66.50557986809558
-        ],
-        [
-          -89.95718590977026,
-          81.93936474444614
-        ],
-        [
-          -179.99975186592908,
-          81.93936474444614
-        ],
-        [
-          -179.99975186592908,
-          66.50557986809558
-        ],
-        [
-          -89.95718590977026,
-          66.50557986809558
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-180.0_miny_66.51_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -179.99975186592908,
-    66.50557986809558,
-    -89.95718590977026,
-    81.93936474444614
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-89.75_miny_-66.52_part_0.json b/current/gcts-2000m/items/minx_-89.75_miny_-66.52_part_0.json
deleted file mode 100644
index 6dd8b0deb5..0000000000
--- a/current/gcts-2000m/items/minx_-89.75_miny_-66.52_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-89.75_miny_-66.52_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -89.75159187005457,
-      -66.51655741745783,
-      -5.628477723987638,
-      0.008999267115719037
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 966933,
-    "created": "2024-04-02T08:26:49.338911Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -5.628477723987638,
-          -66.51655741745783
-        ],
-        [
-          -5.628477723987638,
-          0.008999267115719037
-        ],
-        [
-          -89.75159187005457,
-          0.008999267115719037
-        ],
-        [
-          -89.75159187005457,
-          -66.51655741745783
-        ],
-        [
-          -5.628477723987638,
-          -66.51655741745783
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-89.75_miny_-66.52_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -89.75159187005457,
-    -66.51655741745783,
-    -5.628477723987638,
-    0.008999267115719037
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-90.02_miny_-0.01_part_0.json b/current/gcts-2000m/items/minx_-90.02_miny_-0.01_part_0.json
deleted file mode 100644
index 46ff9586aa..0000000000
--- a/current/gcts-2000m/items/minx_-90.02_miny_-0.01_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-90.02_miny_-0.01_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -90.01697414042903,
-      -0.00870772774355085,
-      -0.00001175311021069507,
-      66.52205836170414
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 2227837,
-    "created": "2024-04-02T08:28:54.766568Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -0.00001175311021069507,
-          -0.00870772774355085
-        ],
-        [
-          -0.00001175311021069507,
-          66.52205836170414
-        ],
-        [
-          -90.01697414042903,
-          66.52205836170414
-        ],
-        [
-          -90.01697414042903,
-          -0.00870772774355085
-        ],
-        [
-          -0.00001175311021069507,
-          -0.00870772774355085
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-90.02_miny_-0.01_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -90.01697414042903,
-    -0.00870772774355085,
-    -0.00001175311021069507,
-    66.52205836170414
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-90.06_miny_66.5_part_0.json b/current/gcts-2000m/items/minx_-90.06_miny_66.5_part_0.json
deleted file mode 100644
index 2f2b8ab455..0000000000
--- a/current/gcts-2000m/items/minx_-90.06_miny_66.5_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-90.06_miny_66.5_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -90.05929688568439,
-      66.50435737903862,
-      -7.9036232753206574,
-      83.66967471602302
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 803313,
-    "created": "2024-04-02T08:29:21.227979Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -7.9036232753206574,
-          66.50435737903862
-        ],
-        [
-          -7.9036232753206574,
-          83.66967471602302
-        ],
-        [
-          -90.05929688568439,
-          83.66967471602302
-        ],
-        [
-          -90.05929688568439,
-          66.50435737903862
-        ],
-        [
-          -7.9036232753206574,
-          66.50435737903862
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-90.06_miny_66.5_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -90.05929688568439,
-    66.50435737903862,
-    -7.9036232753206574,
-    83.66967471602302
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_-90.0_miny_-78.15_part_0.json b/current/gcts-2000m/items/minx_-90.0_miny_-78.15_part_0.json
deleted file mode 100644
index dcc9520cca..0000000000
--- a/current/gcts-2000m/items/minx_-90.0_miny_-78.15_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_-90.0_miny_-78.15_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      -89.99748519145491,
-      -78.14544733177561,
-      -0.0006344845087479812,
-      -66.50914140789267
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 102877,
-    "created": "2024-04-02T08:29:25.027583Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          -0.0006344845087479812,
-          -78.14544733177561
-        ],
-        [
-          -0.0006344845087479812,
-          -66.50914140789267
-        ],
-        [
-          -89.99748519145491,
-          -66.50914140789267
-        ],
-        [
-          -89.99748519145491,
-          -78.14544733177561
-        ],
-        [
-          -0.0006344845087479812,
-          -78.14544733177561
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_-90.0_miny_-78.15_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    -89.99748519145491,
-    -78.14544733177561,
-    -0.0006344845087479812,
-    -66.50914140789267
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_0.0_miny_-0.01_part_0.json b/current/gcts-2000m/items/minx_0.0_miny_-0.01_part_0.json
deleted file mode 100644
index 622e177c82..0000000000
--- a/current/gcts-2000m/items/minx_0.0_miny_-0.01_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_0.0_miny_-0.01_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      0.000012736653741657814,
-      -0.005980872321536195,
-      90.00195435647078,
-      66.52217373981003
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 1564508,
-    "created": "2024-04-02T08:30:05.909479Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          90.00195435647078,
-          -0.005980872321536195
-        ],
-        [
-          90.00195435647078,
-          66.52217373981003
-        ],
-        [
-          0.000012736653741657814,
-          66.52217373981003
-        ],
-        [
-          0.000012736653741657814,
-          -0.005980872321536195
-        ],
-        [
-          90.00195435647078,
-          -0.005980872321536195
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_0.0_miny_-0.01_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    0.000012736653741657814,
-    -0.005980872321536195,
-    90.00195435647078,
-    66.52217373981003
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_0.0_miny_-70.35_part_0.json b/current/gcts-2000m/items/minx_0.0_miny_-70.35_part_0.json
deleted file mode 100644
index bfc0b7ade8..0000000000
--- a/current/gcts-2000m/items/minx_0.0_miny_-70.35_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_0.0_miny_-70.35_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      0.0031997691044374035,
-      -70.35023148643705,
-      90.00785522626518,
-      -66.50573289184041
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 80407,
-    "created": "2024-04-02T08:30:09.976915Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          90.00785522626518,
-          -70.35023148643705
-        ],
-        [
-          90.00785522626518,
-          -66.50573289184041
-        ],
-        [
-          0.0031997691044374035,
-          -66.50573289184041
-        ],
-        [
-          0.0031997691044374035,
-          -70.35023148643705
-        ],
-        [
-          90.00785522626518,
-          -70.35023148643705
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_0.0_miny_-70.35_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    0.0031997691044374035,
-    -70.35023148643705,
-    90.00785522626518,
-    -66.50573289184041
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_10.42_miny_66.5_part_0.json b/current/gcts-2000m/items/minx_10.42_miny_66.5_part_0.json
deleted file mode 100644
index 88d6a246d1..0000000000
--- a/current/gcts-2000m/items/minx_10.42_miny_66.5_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_10.42_miny_66.5_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      10.415408379310252,
-      66.50458545284066,
-      90.02795856114345,
-      81.86756819737198
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 523905,
-    "created": "2024-04-02T08:30:32.009310Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          90.02795856114345,
-          66.50458545284066
-        ],
-        [
-          90.02795856114345,
-          81.86756819737198
-        ],
-        [
-          10.415408379310252,
-          81.86756819737198
-        ],
-        [
-          10.415408379310252,
-          66.50458545284066
-        ],
-        [
-          90.02795856114345,
-          66.50458545284066
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_10.42_miny_66.5_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    10.415408379310252,
-    66.50458545284066,
-    90.02795856114345,
-    81.86756819737198
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_3.27_miny_-66.52_part_0.json b/current/gcts-2000m/items/minx_3.27_miny_-66.52_part_0.json
deleted file mode 100644
index a93c8822d8..0000000000
--- a/current/gcts-2000m/items/minx_3.27_miny_-66.52_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_3.27_miny_-66.52_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      3.271724793766211,
-      -66.52064850942376,
-      87.91094847506749,
-      0.005281949743621451
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 291961,
-    "created": "2024-04-02T08:31:05.465304Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          87.91094847506749,
-          -66.52064850942376
-        ],
-        [
-          87.91094847506749,
-          0.005281949743621451
-        ],
-        [
-          3.271724793766211,
-          0.005281949743621451
-        ],
-        [
-          3.271724793766211,
-          -66.52064850942376
-        ],
-        [
-          87.91094847506749,
-          -66.52064850942376
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_3.27_miny_-66.52_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    3.271724793766211,
-    -66.52064850942376,
-    87.91094847506749,
-    0.005281949743621451
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_89.97_miny_68.76_part_0.json b/current/gcts-2000m/items/minx_89.97_miny_68.76_part_0.json
deleted file mode 100644
index e24712b99c..0000000000
--- a/current/gcts-2000m/items/minx_89.97_miny_68.76_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_89.97_miny_68.76_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      89.97127383184208,
-      68.75571417997578,
-      179.99985945372805,
-      81.28357106532803
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 262137,
-    "created": "2024-04-02T08:31:21.176716Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          179.99985945372805,
-          68.75571417997578
-        ],
-        [
-          179.99985945372805,
-          81.28357106532803
-        ],
-        [
-          89.97127383184208,
-          81.28357106532803
-        ],
-        [
-          89.97127383184208,
-          68.75571417997578
-        ],
-        [
-          179.99985945372805,
-          68.75571417997578
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_89.97_miny_68.76_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    89.97127383184208,
-    68.75571417997578,
-    179.99985945372805,
-    81.28357106532803
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_89.99_miny_-78.03_part_0.json b/current/gcts-2000m/items/minx_89.99_miny_-78.03_part_0.json
deleted file mode 100644
index 48c459e6ea..0000000000
--- a/current/gcts-2000m/items/minx_89.99_miny_-78.03_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_89.99_miny_-78.03_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      89.99452873218706,
-      -78.02795197227032,
-      179.99755412400305,
-      -66.50477188961278
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 73836,
-    "created": "2024-04-02T08:31:24.685945Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          179.99755412400305,
-          -78.02795197227032
-        ],
-        [
-          179.99755412400305,
-          -66.50477188961278
-        ],
-        [
-          89.99452873218706,
-          -66.50477188961278
-        ],
-        [
-          89.99452873218706,
-          -78.02795197227032
-        ],
-        [
-          179.99755412400305,
-          -78.02795197227032
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_89.99_miny_-78.03_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    89.99452873218706,
-    -78.02795197227032,
-    179.99755412400305,
-    -66.50477188961278
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_90.0_miny_-0.01_part_0.json b/current/gcts-2000m/items/minx_90.0_miny_-0.01_part_0.json
deleted file mode 100644
index 82e1cb3a5c..0000000000
--- a/current/gcts-2000m/items/minx_90.0_miny_-0.01_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_90.0_miny_-0.01_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      89.99737841548624,
-      -0.00884311529207947,
-      179.99972994511847,
-      65.08391273317105
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 1438133,
-    "created": "2024-04-02T08:32:03.448858Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          179.99972994511847,
-          -0.00884311529207947
-        ],
-        [
-          179.99972994511847,
-          65.08391273317105
-        ],
-        [
-          89.99737841548624,
-          65.08391273317105
-        ],
-        [
-          89.99737841548624,
-          -0.00884311529207947
-        ],
-        [
-          179.99972994511847,
-          -0.00884311529207947
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_90.0_miny_-0.01_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    89.99737841548624,
-    -0.00884311529207947,
-    179.99972994511847,
-    65.08391273317105
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts-2000m/items/minx_92.21_miny_-66.52_part_0.json b/current/gcts-2000m/items/minx_92.21_miny_-66.52_part_0.json
deleted file mode 100644
index 9223185fda..0000000000
--- a/current/gcts-2000m/items/minx_92.21_miny_-66.52_part_0.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "type": "Feature",
-  "stac_version": "1.0.0",
-  "id": "minx_92.21_miny_-66.52_part_0",
-  "properties": {
-    "title": "GCTS",
-    "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-    "table:columns": [
-      {
-        "name": "tr_name",
-        "type": "string",
-        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
-      },
-      {
-        "name": "lon",
-        "type": "float",
-        "description": "Longitude of the transect starting point."
-      },
-      {
-        "name": "lat",
-        "type": "float",
-        "description": "Latitude of the transect starting point."
-      },
-      {
-        "name": "bearing",
-        "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
-      },
-      {
-        "name": "geometry",
-        "type": "binary",
-        "description": "Well-Known Binary (WKB) representation of the transect as a linestring geometry."
-      },
-      {
-        "name": "coastline_is_closed",
-        "type": "bool",
-        "description": "Indicates whether the source OpenStreetMap (OSM) coastline, from which the transects were derived, forms a closed loop. A value of 'true' suggests that the coastline represents an enclosed area, such as an island."
-      },
-      {
-        "name": "coastline_length",
-        "type": "int32",
-        "description": "Represents the total length of the source OpenStreetMap (OSM) coastline, that is summed across various UTM regions. It reflects the aggregate length of the original coastline from which the transects are derived."
-      },
-      {
-        "name": "utm_crs",
-        "type": "int32",
-        "description": "EPSG code representing the UTM Coordinate Reference System for the transect."
-      },
-      {
-        "name": "bbox.maxx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.maxy",
-        "type": "double"
-      },
-      {
-        "name": "bbox.minx",
-        "type": "double"
-      },
-      {
-        "name": "bbox.miny",
-        "type": "double"
-      },
-      {
-        "name": "quadkey",
-        "type": "string",
-        "description": "QuadKey corresponding to the transect origin location at zoom 12, following the Bing Maps Tile System for spatial indexing."
-      },
-      {
-        "name": "bounding_quadkey",
-        "type": "string",
-        "description": "QuadKey of the bounding quadtile that encapsulates the entire transect geometry, used for spatial indexing at a broader scale."
-      },
-      {
-        "name": "isoCountryCodeAlpha2",
-        "type": "string",
-        "description": "ISO 3166-1 alpha-2 country code for the country in which the transect is located."
-      },
-      {
-        "name": "admin_level_1_name",
-        "type": "string",
-        "description": "Name of the first-level administrative division (e.g., country) in which the transect is located."
-      },
-      {
-        "name": "isoSubCountryCode",
-        "type": "string",
-        "description": "ISO code for the sub-country or second-level administrative division in which the transect is located."
-      },
-      {
-        "name": "admin_level_2_name",
-        "type": "string",
-        "description": "Name of the second-level administrative division (e.g., state or province) in which the transect is located."
-      }
-    ],
-    "proj:bbox": [
-      92.21395148904566,
-      -66.52166531106887,
-      179.9998718372176,
-      0.008131447605039291
-    ],
-    "proj:epsg": 4326,
-    "table:row_count": 1461061,
-    "created": "2024-04-02T08:32:33.185649Z",
-    "datetime": "2024-03-18T00:00:00Z"
-  },
-  "geometry": {
-    "type": "Polygon",
-    "coordinates": [
-      [
-        [
-          179.9998718372176,
-          -66.52166531106887
-        ],
-        [
-          179.9998718372176,
-          0.008131447605039291
-        ],
-        [
-          92.21395148904566,
-          0.008131447605039291
-        ],
-        [
-          92.21395148904566,
-          -66.52166531106887
-        ],
-        [
-          179.9998718372176,
-          -66.52166531106887
-        ]
-      ]
-    ]
-  },
-  "links": [
-    {
-      "rel": "collection",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    },
-    {
-      "rel": "root",
-      "href": "../../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../collection.json",
-      "type": "application/json",
-      "title": "Global Coastal Transect System 2000 m"
-    }
-  ],
-  "assets": {
-    "data": {
-      "href": "az://transects/gcts-2000m.parquet/minx_92.21_miny_-66.52_part_0.parquet",
-      "type": "application/vnd.apache.parquet",
-      "title": "GCTS",
-      "description": "Parquet dataset with coastal transects (2000 m) for this region.",
-      "roles": [
-        "data"
-      ]
-    }
-  },
-  "bbox": [
-    92.21395148904566,
-    -66.52166531106887,
-    179.9998718372176,
-    0.008131447605039291
-  ],
-  "stac_extensions": [
-    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
-    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
-  ],
-  "collection": "gcts-2000m"
-}
\ No newline at end of file
diff --git a/current/gcts/collection.json b/current/gcts/collection.json
index 4accfb5d19..1b2887d5a8 100644
--- a/current/gcts/collection.json
+++ b/current/gcts/collection.json
@@ -2,13 +2,13 @@
   "type": "Collection",
   "id": "gcts",
   "stac_version": "1.0.0",
-  "description": "This Global Coastal Transect System (GCTS) consists of transects that are 2000 m long, derived from a generalized (zoom level 9) OpenStreetMap coastline (2023-02-09). The transects are placed at equally-spaced 100 m alongshore resolution.",
+  "description": "\nCross-shore coastal transects are essential to coastal monitoring, offering a consistent \nreference line to measure coastal change, while providing a robust foundation to map \ncoastal characteristics and derive coastal statistics thereof. The Global Coastal Transect \nSystem consists of more than 11 million cross-shore coastal transects uniformly spaced at \n100-m intervals alongshore, for all OpenStreetMap coastlines that are longer than 5 kilometers.\nThe dataset is more extensively described in Enabling Coastal Analytics at Planetary Scale \n(Calkoen, Floris. 2024, \"Enabling Coastal Analytics at Planetary Scale. In review.). \n",
   "links": [
     {
       "rel": "license",
-      "href": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "href": "https://creativecommons.org/licenses/by/4.0/",
       "type": "text/html",
-      "title": "CC License"
+      "title": "CC BY 4.0 "
     },
     {
       "rel": "item",
@@ -129,17 +129,17 @@
         {
           "name": "lon",
           "type": "float",
-          "description": "Longitude of the transect starting point."
+          "description": "Longitude of the transect origin."
         },
         {
           "name": "lat",
           "type": "float",
-          "description": "Latitude of the transect starting point."
+          "description": "Latitude of the transect origin."
         },
         {
           "name": "bearing",
           "type": "float",
-          "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+          "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
         },
         {
           "name": "geometry",
@@ -194,9 +194,9 @@
       ]
     }
   },
-  "base_url": "az://gcts",
-  "sci:citation": "Calkoen, et al.2024, Enabling Coastal Analytics at Broad Spatial Scales, in progress. ",
-  "version": "1",
+  "container_uri": "az://gcts/release/2024-03-18",
+  "sci:citation": "Calkoen, Floris. 2024. \"Enabling Coastal Analytics at Planetary Scale.\" In review.",
+  "version": "1.0.0",
   "title": "Global Coastal Transect System (GCTS)",
   "extent": {
     "spatial": {
@@ -218,7 +218,7 @@
       ]
     }
   },
-  "license": "ODbL-1.0",
+  "license": "CC-BY-4.0",
   "keywords": [
     "Coast",
     "Coastal",
diff --git a/current/gcts/items/n67e010_part-5def52f559b4.json b/current/gcts/items/n67e010_part-5def52f559b4.json
index b7f5c267f5..35283a8b36 100644
--- a/current/gcts/items/n67e010_part-5def52f559b4.json
+++ b/current/gcts/items/n67e010_part-5def52f559b4.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 523905,
-    "created": "2024-05-14T11:27:14.012955Z",
+    "created": "2024-06-22T15:25:08.220796Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/n67e010_part-5def52f559b4.parquet",
+      "href": "az://gcts/release/2024-03-18/n67e010_part-5def52f559b4.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/n67w090_part-359f677306c1.json b/current/gcts/items/n67w090_part-359f677306c1.json
index ab4733ff8b..5ae24a2ab3 100644
--- a/current/gcts/items/n67w090_part-359f677306c1.json
+++ b/current/gcts/items/n67w090_part-359f677306c1.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 803313,
-    "created": "2024-05-14T11:27:26.795159Z",
+    "created": "2024-06-22T15:25:21.159141Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/n67w090_part-359f677306c1.parquet",
+      "href": "az://gcts/release/2024-03-18/n67w090_part-359f677306c1.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/n67w180_part-263e9cb9888f.json b/current/gcts/items/n67w180_part-263e9cb9888f.json
index 0749ca2f7c..63250d607b 100644
--- a/current/gcts/items/n67w180_part-263e9cb9888f.json
+++ b/current/gcts/items/n67w180_part-263e9cb9888f.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 650158,
-    "created": "2024-05-14T11:27:36.866471Z",
+    "created": "2024-06-22T15:25:31.828745Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/n67w180_part-263e9cb9888f.parquet",
+      "href": "az://gcts/release/2024-03-18/n67w180_part-263e9cb9888f.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/n69e090_part-9868be4770fd.json b/current/gcts/items/n69e090_part-9868be4770fd.json
index d4fbee3cee..b9c5d45725 100644
--- a/current/gcts/items/n69e090_part-9868be4770fd.json
+++ b/current/gcts/items/n69e090_part-9868be4770fd.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 262137,
-    "created": "2024-05-14T11:27:41.507874Z",
+    "created": "2024-06-22T15:25:36.707614Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/n69e090_part-9868be4770fd.parquet",
+      "href": "az://gcts/release/2024-03-18/n69e090_part-9868be4770fd.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s00e000_part-1ca396980e20.json b/current/gcts/items/s00e000_part-1ca396980e20.json
index d63a3120fd..6d3a1ad9fd 100644
--- a/current/gcts/items/s00e000_part-1ca396980e20.json
+++ b/current/gcts/items/s00e000_part-1ca396980e20.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 1564508,
-    "created": "2024-05-14T11:28:05.772694Z",
+    "created": "2024-06-22T15:26:01.095308Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s00e000_part-1ca396980e20.parquet",
+      "href": "az://gcts/release/2024-03-18/s00e000_part-1ca396980e20.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s00e090_part-d5a0cd564131.json b/current/gcts/items/s00e090_part-d5a0cd564131.json
index bf4fd06bd2..b0044c9e78 100644
--- a/current/gcts/items/s00e090_part-d5a0cd564131.json
+++ b/current/gcts/items/s00e090_part-d5a0cd564131.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 1438133,
-    "created": "2024-05-14T11:28:29.793698Z",
+    "created": "2024-06-22T15:26:23.830752Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s00e090_part-d5a0cd564131.parquet",
+      "href": "az://gcts/release/2024-03-18/s00e090_part-d5a0cd564131.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s00w090_part-372ca9bdfc40.json b/current/gcts/items/s00w090_part-372ca9bdfc40.json
index bd0204166c..0eec183659 100644
--- a/current/gcts/items/s00w090_part-372ca9bdfc40.json
+++ b/current/gcts/items/s00w090_part-372ca9bdfc40.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 2223122,
-    "created": "2024-05-14T11:29:03.280980Z",
+    "created": "2024-06-22T15:26:58.778756Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s00w090_part-372ca9bdfc40.parquet",
+      "href": "az://gcts/release/2024-03-18/s00w090_part-372ca9bdfc40.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s00w180_part-1f91d4d0e3ee.json b/current/gcts/items/s00w180_part-1f91d4d0e3ee.json
index edf949f7a9..0a79787690 100644
--- a/current/gcts/items/s00w180_part-1f91d4d0e3ee.json
+++ b/current/gcts/items/s00w180_part-1f91d4d0e3ee.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 1000454,
-    "created": "2024-05-14T11:29:18.337322Z",
+    "created": "2024-06-22T15:27:13.425179Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s00w180_part-1f91d4d0e3ee.parquet",
+      "href": "az://gcts/release/2024-03-18/s00w180_part-1f91d4d0e3ee.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s44w180_part-0a9fab5d4c42.json b/current/gcts/items/s44w180_part-0a9fab5d4c42.json
index d9ee6452a0..16bb74221d 100644
--- a/current/gcts/items/s44w180_part-0a9fab5d4c42.json
+++ b/current/gcts/items/s44w180_part-0a9fab5d4c42.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 85236,
-    "created": "2024-05-14T11:29:20.185134Z",
+    "created": "2024-06-22T15:27:15.436107Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s44w180_part-0a9fab5d4c42.parquet",
+      "href": "az://gcts/release/2024-03-18/s44w180_part-0a9fab5d4c42.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s67e003_part-dcd9a48e68c9.json b/current/gcts/items/s67e003_part-dcd9a48e68c9.json
index 1077d9d888..d347f0a2d7 100644
--- a/current/gcts/items/s67e003_part-dcd9a48e68c9.json
+++ b/current/gcts/items/s67e003_part-dcd9a48e68c9.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 255032,
-    "created": "2024-05-14T11:29:24.658349Z",
+    "created": "2024-06-22T15:27:19.879373Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s67e003_part-dcd9a48e68c9.parquet",
+      "href": "az://gcts/release/2024-03-18/s67e003_part-dcd9a48e68c9.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s67e092_part-b2b9f9b31521.json b/current/gcts/items/s67e092_part-b2b9f9b31521.json
index 83b4666894..e57e2e0958 100644
--- a/current/gcts/items/s67e092_part-b2b9f9b31521.json
+++ b/current/gcts/items/s67e092_part-b2b9f9b31521.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 1460836,
-    "created": "2024-05-14T11:29:47.854357Z",
+    "created": "2024-06-22T15:27:43.025237Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s67e092_part-b2b9f9b31521.parquet",
+      "href": "az://gcts/release/2024-03-18/s67e092_part-b2b9f9b31521.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s67w090_part-6ab003f65517.json b/current/gcts/items/s67w090_part-6ab003f65517.json
index 57e8247a10..c54187aafe 100644
--- a/current/gcts/items/s67w090_part-6ab003f65517.json
+++ b/current/gcts/items/s67w090_part-6ab003f65517.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 966933,
-    "created": "2024-05-14T11:30:03.024781Z",
+    "created": "2024-06-22T15:27:58.515964Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s67w090_part-6ab003f65517.parquet",
+      "href": "az://gcts/release/2024-03-18/s67w090_part-6ab003f65517.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s70e000_part-e18715974987.json b/current/gcts/items/s70e000_part-e18715974987.json
index 73313f1391..1bb32b71d1 100644
--- a/current/gcts/items/s70e000_part-e18715974987.json
+++ b/current/gcts/items/s70e000_part-e18715974987.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 80407,
-    "created": "2024-05-14T11:30:04.930983Z",
+    "created": "2024-06-22T15:28:00.308127Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s70e000_part-e18715974987.parquet",
+      "href": "az://gcts/release/2024-03-18/s70e000_part-e18715974987.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s78e090_part-11f9dc53ffe3.json b/current/gcts/items/s78e090_part-11f9dc53ffe3.json
index 21fd9ac8e8..02c5266d4d 100644
--- a/current/gcts/items/s78e090_part-11f9dc53ffe3.json
+++ b/current/gcts/items/s78e090_part-11f9dc53ffe3.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 73836,
-    "created": "2024-05-14T11:30:06.733390Z",
+    "created": "2024-06-22T15:28:01.959664Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s78e090_part-11f9dc53ffe3.parquet",
+      "href": "az://gcts/release/2024-03-18/s78e090_part-11f9dc53ffe3.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s78w090_part-2ead13304e1e.json b/current/gcts/items/s78w090_part-2ead13304e1e.json
index 1319b930dc..5de8853695 100644
--- a/current/gcts/items/s78w090_part-2ead13304e1e.json
+++ b/current/gcts/items/s78w090_part-2ead13304e1e.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 102877,
-    "created": "2024-05-14T11:30:09.136849Z",
+    "created": "2024-06-22T15:28:04.355214Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s78w090_part-2ead13304e1e.parquet",
+      "href": "az://gcts/release/2024-03-18/s78w090_part-2ead13304e1e.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/gcts/items/s79w180_part-3bc6264ba479.json b/current/gcts/items/s79w180_part-3bc6264ba479.json
index 17e44a4ea7..54be61c962 100644
--- a/current/gcts/items/s79w180_part-3bc6264ba479.json
+++ b/current/gcts/items/s79w180_part-3bc6264ba479.json
@@ -14,17 +14,17 @@
       {
         "name": "lon",
         "type": "float",
-        "description": "Longitude of the transect starting point."
+        "description": "Longitude of the transect origin."
       },
       {
         "name": "lat",
         "type": "float",
-        "description": "Latitude of the transect starting point."
+        "description": "Latitude of the transect origin."
       },
       {
         "name": "bearing",
         "type": "float",
-        "description": "North bearing of the transect from the landward side in degrees, with north as the reference."
+        "description": "North bearing of the transect from the landward side in degrees, with the north as reference."
       },
       {
         "name": "geometry",
@@ -96,7 +96,7 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 54228,
-    "created": "2024-05-14T11:30:10.511651Z",
+    "created": "2024-06-22T15:28:05.668717Z",
     "datetime": "2024-03-18T00:00:00Z"
   },
   "geometry": {
@@ -148,7 +148,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://gcts/s79w180_part-3bc6264ba479.parquet",
+      "href": "az://gcts/release/2024-03-18/s79w180_part-3bc6264ba479.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GCTS",
       "description": "Parquet dataset with coastal transects (2000 m) at 100 m alongshore resolution for this region.",
diff --git a/current/shorelinemonitor-raw-series/collection.json b/current/shorelinemonitor-raw-series/collection.json
index 981b17cbba..82acf80f84 100644
--- a/current/shorelinemonitor-raw-series/collection.json
+++ b/current/shorelinemonitor-raw-series/collection.json
@@ -10,31 +10,211 @@
       "type": "text/html",
       "title": "CC License"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_028.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_029.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_030.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_031.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_036.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_042.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_045.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_050.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_051.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_052.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_054.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_056.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_061.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_062.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_063.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_064.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_067.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_068.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_070.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_073.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_074.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_077.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_078.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_079.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_080.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_083.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_084.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_085.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_086.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_089.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_090.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_091.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_093.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_094.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_095.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_096.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_097.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_099.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_101.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_102.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_103.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_104.json",
@@ -45,21 +225,176 @@
       "href": "./items/box_105.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_106.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_107.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_108.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_112.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_115.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_116.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_117.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_118.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_119.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_120.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_121.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_123.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_124.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_125.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_126.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_127.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_128.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_129.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_130.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_134.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_136.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_137.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_138.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_139.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_141.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_142.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_143.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_144.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_145.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_146.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_147.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_148.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_149.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_150.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_158.json",
@@ -75,21 +410,141 @@
       "href": "./items/box_161.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_162.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_163.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_164.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_165.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_166.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_167.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_168.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_171.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_172.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_173.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_179.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_180.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_181.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_182.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_183.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_184.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_186.json",
+      "type": "application/json"
+    },
     {
       "rel": "item",
       "href": "./items/box_187.json",
       "type": "application/json"
     },
+    {
+      "rel": "item",
+      "href": "./items/box_188.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_194.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_195.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_203.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_207.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_208.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_209.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_210.json",
+      "type": "application/json"
+    },
+    {
+      "rel": "item",
+      "href": "./items/box_211.json",
+      "type": "application/json"
+    },
     {
       "rel": "root",
       "href": "../catalog.json",
@@ -124,7 +579,7 @@
         {
           "name": "time",
           "type": "timestamp[ms]",
-          "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+          "description": "Annual shoreline position timestamp."
         },
         {
           "name": "tr_name",
@@ -162,14 +617,14 @@
           "description": "Latitude of the shoreline position observation."
         },
         {
-          "name": "shoreline_position",
+          "name": "shoreline_chainage",
           "type": "float",
-          "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+          "description": "Represent the shoreline position in reference to the transect origin in meter."
         },
         {
-          "name": "shoreline_position_trans",
+          "name": "shoreline_position",
           "type": "float",
-          "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+          "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
         },
         {
           "name": "shoreline_sinuosity",
@@ -254,7 +709,7 @@
       ]
     }
   },
-  "base_url": "az://shorelinemonitor-raw-series/release/2024-05-06",
+  "container_uri": "az://shorelinemonitor-raw-series/release/2024-06-08",
   "sci:citation": "...",
   "version": "2.0.1",
   "title": "ShorelineMonitor: Satellite-derived shoreline raw series",
@@ -262,18 +717,18 @@
     "spatial": {
       "bbox": [
         [
-          -124.56650633552498,
-          -54.90562065276147,
-          153.63820689406273,
-          58.155113270443046
+          -179.34658621431976,
+          -55.98144821142408,
+          179.66267823938992,
+          66.4458680528831
         ]
       ]
     },
     "temporal": {
       "interval": [
         [
-          "2024-05-06T00:00:00Z",
-          "2024-05-06T00:00:00Z"
+          "2024-06-08T00:00:00Z",
+          "2024-06-08T00:00:00Z"
         ]
       ]
     }
diff --git a/current/shorelinemonitor-raw-series/items/box_028.json b/current/shorelinemonitor-raw-series/items/box_028.json
new file mode 100644
index 0000000000..77cdfd812a
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_028.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_028",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -75.69207866567413,
+      -54.733928768627536,
+      -71.8655057195635,
+      -47.35396345179255
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 12883142,
+    "created": "2024-06-20T14:56:48.564217Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.8655057195635,
+          -54.733928768627536
+        ],
+        [
+          -71.8655057195635,
+          -47.35396345179255
+        ],
+        [
+          -75.69207866567413,
+          -47.35396345179255
+        ],
+        [
+          -75.69207866567413,
+          -54.733928768627536
+        ],
+        [
+          -71.8655057195635,
+          -54.733928768627536
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_028.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -75.69207866567413,
+    -54.733928768627536,
+    -71.8655057195635,
+    -47.35396345179255
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_029.json b/current/shorelinemonitor-raw-series/items/box_029.json
new file mode 100644
index 0000000000..4b06056e15
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_029.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_029",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -71.86487481157678,
+      -55.98144821142408,
+      -57.71430926091734,
+      -47.35423963977219
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 6077922,
+    "created": "2024-06-20T14:58:44.890263Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -57.71430926091734,
+          -55.98144821142408
+        ],
+        [
+          -57.71430926091734,
+          -47.35423963977219
+        ],
+        [
+          -71.86487481157678,
+          -47.35423963977219
+        ],
+        [
+          -71.86487481157678,
+          -55.98144821142408
+        ],
+        [
+          -57.71430926091734,
+          -55.98144821142408
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_029.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.86487481157678,
+    -55.98144821142408,
+    -57.71430926091734,
+    -47.35423963977219
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_030.json b/current/shorelinemonitor-raw-series/items/box_030.json
index b1cd895c89..c66aa3121c 100644
--- a/current/shorelinemonitor-raw-series/items/box_030.json
+++ b/current/shorelinemonitor-raw-series/items/box_030.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -156,8 +164,8 @@
     ],
     "proj:epsg": 4326,
     "table:row_count": 292402,
-    "created": "2024-05-08T22:20:53.311502Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "created": "2024-06-20T14:58:47.171872Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_030.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_030.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_031.json b/current/shorelinemonitor-raw-series/items/box_031.json
new file mode 100644
index 0000000000..9e2675e66d
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_031.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_031",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -35.93230129409455,
+      -54.83334942523804,
+      -35.75753658025959,
+      -54.54338396717497
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 17437,
+    "created": "2024-06-20T14:58:47.549231Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -35.75753658025959,
+          -54.83334942523804
+        ],
+        [
+          -35.75753658025959,
+          -54.54338396717497
+        ],
+        [
+          -35.93230129409455,
+          -54.54338396717497
+        ],
+        [
+          -35.93230129409455,
+          -54.83334942523804
+        ],
+        [
+          -35.75753658025959,
+          -54.83334942523804
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_031.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -35.93230129409455,
+    -54.83334942523804,
+    -35.75753658025959,
+    -54.54338396717497
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_036.json b/current/shorelinemonitor-raw-series/items/box_036.json
new file mode 100644
index 0000000000..6bdd7518b7
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_036.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_036",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      68.63204857669662,
+      -49.73983439413977,
+      70.56909567909366,
+      -48.668491986017976
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 748670,
+    "created": "2024-06-20T14:58:51.858935Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          70.56909567909366,
+          -49.73983439413977
+        ],
+        [
+          70.56909567909366,
+          -48.668491986017976
+        ],
+        [
+          68.63204857669662,
+          -48.668491986017976
+        ],
+        [
+          68.63204857669662,
+          -49.73983439413977
+        ],
+        [
+          70.56909567909366,
+          -49.73983439413977
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_036.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    68.63204857669662,
+    -49.73983439413977,
+    70.56909567909366,
+    -48.668491986017976
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_042.json b/current/shorelinemonitor-raw-series/items/box_042.json
new file mode 100644
index 0000000000..2d3e865d95
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_042.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_042",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
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+      -52.613803587537795,
+      169.27437303233472,
+      -48.005949056689
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 8201,
+    "created": "2024-06-20T14:58:52.242881Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          169.27437303233472,
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+        ],
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+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_042.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    165.87458180599285,
+    -52.613803587537795,
+    169.27437303233472,
+    -48.005949056689
+  ],
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+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_045.json b/current/shorelinemonitor-raw-series/items/box_045.json
new file mode 100644
index 0000000000..7b222a6670
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_045.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_045",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -176.89104936802366,
+      -44.35896341269045,
+      -176.15282538114732,
+      -43.692241765606035
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 91727,
+    "created": "2024-06-20T14:58:53.112934Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
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+          -176.15282538114732,
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_045.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -176.89104936802366,
+    -44.35896341269045,
+    -176.15282538114732,
+    -43.692241765606035
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_050.json b/current/shorelinemonitor-raw-series/items/box_050.json
new file mode 100644
index 0000000000..9761f30956
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_050.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_050",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
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+    "table:row_count": 5393944,
+    "created": "2024-06-20T15:01:10.156276Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
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+    "type": "Polygon",
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+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_050.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -75.64952946443266,
+    -47.35365980013261,
+    -71.86584423339167,
+    -33.9472703276891
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_051.json b/current/shorelinemonitor-raw-series/items/box_051.json
new file mode 100644
index 0000000000..73379b18ec
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_051.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_051",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -71.8649037350707,
+      -47.353345249325706,
+      -53.899356313047186,
+      -33.78561798790311
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1730485,
+    "created": "2024-06-20T15:01:17.886476Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.899356313047186,
+          -47.353345249325706
+        ],
+        [
+          -53.899356313047186,
+          -33.78561798790311
+        ],
+        [
+          -71.8649037350707,
+          -33.78561798790311
+        ],
+        [
+          -71.8649037350707,
+          -47.353345249325706
+        ],
+        [
+          -53.899356313047186,
+          -47.353345249325706
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_051.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.8649037350707,
+    -47.353345249325706,
+    -53.899356313047186,
+    -33.78561798790311
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_052.json b/current/shorelinemonitor-raw-series/items/box_052.json
new file mode 100644
index 0000000000..9bec114526
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_052.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_052",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -53.89847978615715,
+      -34.44880806183603,
+      -53.417288199191375,
+      -33.78572032588688
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 35770,
+    "created": "2024-06-20T15:01:18.332003Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.417288199191375,
+          -34.44880806183603
+        ],
+        [
+          -53.417288199191375,
+          -33.78572032588688
+        ],
+        [
+          -53.89847978615715,
+          -33.78572032588688
+        ],
+        [
+          -53.89847978615715,
+          -34.44880806183603
+        ],
+        [
+          -53.417288199191375,
+          -34.44880806183603
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_052.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.89847978615715,
+    -34.44880806183603,
+    -53.417288199191375,
+    -33.78572032588688
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_054.json b/current/shorelinemonitor-raw-series/items/box_054.json
new file mode 100644
index 0000000000..29a3f570e3
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_054.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_054",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -12.359796433690551,
+      -40.373194459238555,
+      -9.874824535235074,
+      -37.057495406415704
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 6571,
+    "created": "2024-06-20T15:01:18.637240Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -9.874824535235074,
+          -40.373194459238555
+        ],
+        [
+          -9.874824535235074,
+          -37.057495406415704
+        ],
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+          -37.057495406415704
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+        ],
+        [
+          -9.874824535235074,
+          -40.373194459238555
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_054.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -12.359796433690551,
+    -40.373194459238555,
+    -9.874824535235074,
+    -37.057495406415704
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_056.json b/current/shorelinemonitor-raw-series/items/box_056.json
new file mode 100644
index 0000000000..4aa277c1bd
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_056.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_056",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      18.306645198055275,
+      -34.84136369758769,
+      25.712220723329455,
+      -33.78565126729079
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 399524,
+    "created": "2024-06-20T15:01:20.762583Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          25.712220723329455,
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+        ],
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+        ],
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+        ],
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+          25.712220723329455,
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_056.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    18.306645198055275,
+    -34.84136369758769,
+    25.712220723329455,
+    -33.78565126729079
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_061.json b/current/shorelinemonitor-raw-series/items/box_061.json
new file mode 100644
index 0000000000..63f2fe13fd
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_061.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_061",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      114.97570939280298,
+      -35.140116046563946,
+      123.76331616808721,
+      -33.78560082546135
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 494283,
+    "created": "2024-06-20T15:01:23.145176Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          123.76331616808721,
+          -35.140116046563946
+        ],
+        [
+          123.76331616808721,
+          -33.78560082546135
+        ],
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+          114.97570939280298,
+          -33.78560082546135
+        ],
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+          -35.140116046563946
+        ],
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+          123.76331616808721,
+          -35.140116046563946
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_061.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    114.97570939280298,
+    -35.140116046563946,
+    123.76331616808721,
+    -33.78560082546135
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_062.json b/current/shorelinemonitor-raw-series/items/box_062.json
new file mode 100644
index 0000000000..3f41f68f76
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_062.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_062",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      134.2590536737952,
+      -38.85821895055543,
+      143.72876134174214,
+      -33.7856673144322
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1019038,
+    "created": "2024-06-20T15:01:27.461826Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.72876134174214,
+          -38.85821895055543
+        ],
+        [
+          143.72876134174214,
+          -33.7856673144322
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+          -33.7856673144322
+        ],
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+        ],
+        [
+          143.72876134174214,
+          -38.85821895055543
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_062.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    134.2590536737952,
+    -38.85821895055543,
+    143.72876134174214,
+    -33.7856673144322
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_063.json b/current/shorelinemonitor-raw-series/items/box_063.json
new file mode 100644
index 0000000000..964a9d97f0
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_063.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_063",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      143.73101895738645,
+      -43.64733210280702,
+      151.30768373357554,
+      -33.78591126145152
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2593245,
+    "created": "2024-06-20T15:01:38.411399Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          151.30768373357554,
+          -43.64733210280702
+        ],
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+          151.30768373357554,
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+        ],
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+          143.73101895738645,
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+          -43.64733210280702
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_063.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73101895738645,
+    -43.64733210280702,
+    151.30768373357554,
+    -33.78591126145152
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_064.json b/current/shorelinemonitor-raw-series/items/box_064.json
new file mode 100644
index 0000000000..553eecd12b
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_064.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_064",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
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+    "table:row_count": 3306393,
+    "created": "2024-06-20T15:01:53.342352Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
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+          178.53969948967193,
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+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_064.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    166.42495779433216,
+    -47.29022917280262,
+    178.53969948967193,
+    -34.39298847278897
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_067.json b/current/shorelinemonitor-raw-series/items/box_067.json
new file mode 100644
index 0000000000..6e6ee97f81
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_067.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_067",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -179.34658621431976,
+      -21.463829880326546,
+      -169.774126670906,
+      -17.718869965620375
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 133707,
+    "created": "2024-06-20T15:01:54.254814Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -169.774126670906,
+          -21.463829880326546
+        ],
+        [
+          -169.774126670906,
+          -17.718869965620375
+        ],
+        [
+          -179.34658621431976,
+          -17.718869965620375
+        ],
+        [
+          -179.34658621431976,
+          -21.463829880326546
+        ],
+        [
+          -169.774126670906,
+          -21.463829880326546
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_067.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -179.34658621431976,
+    -21.463829880326546,
+    -169.774126670906,
+    -17.718869965620375
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_068.json b/current/shorelinemonitor-raw-series/items/box_068.json
new file mode 100644
index 0000000000..2136061b98
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_068.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_068",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -159.83093911233544,
+      -27.649806425546075,
+      -144.3062877402965,
+      -17.679357383084312
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 31674,
+    "created": "2024-06-20T15:01:54.744056Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -144.3062877402965,
+          -27.649806425546075
+        ],
+        [
+          -144.3062877402965,
+          -17.679357383084312
+        ],
+        [
+          -159.83093911233544,
+          -17.679357383084312
+        ],
+        [
+          -159.83093911233544,
+          -27.649806425546075
+        ],
+        [
+          -144.3062877402965,
+          -27.649806425546075
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_068.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -159.83093911233544,
+    -27.649806425546075,
+    -144.3062877402965,
+    -17.679357383084312
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_070.json b/current/shorelinemonitor-raw-series/items/box_070.json
new file mode 100644
index 0000000000..3c79bd3c34
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_070.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_070",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -109.4487566499852,
+      -27.203660337582026,
+      -109.22734009916212,
+      -27.055181634743157
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 7132,
+    "created": "2024-06-20T15:01:55.222517Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -109.22734009916212,
+          -27.203660337582026
+        ],
+        [
+          -109.22734009916212,
+          -27.055181634743157
+        ],
+        [
+          -109.4487566499852,
+          -27.055181634743157
+        ],
+        [
+          -109.4487566499852,
+          -27.203660337582026
+        ],
+        [
+          -109.22734009916212,
+          -27.203660337582026
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_070.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -109.4487566499852,
+    -27.203660337582026,
+    -109.22734009916212,
+    -27.055181634743157
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_073.json b/current/shorelinemonitor-raw-series/items/box_073.json
new file mode 100644
index 0000000000..eb3a3f57b6
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_073.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_073",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -71.80366053470276,
+      -33.78476846024383,
+      -70.04874080746909,
+      -17.67927785051614
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 842562,
+    "created": "2024-06-20T15:01:59.262983Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -70.04874080746909,
+          -33.78476846024383
+        ],
+        [
+          -70.04874080746909,
+          -17.67927785051614
+        ],
+        [
+          -71.80366053470276,
+          -17.67927785051614
+        ],
+        [
+          -71.80366053470276,
+          -33.78476846024383
+        ],
+        [
+          -70.04874080746909,
+          -33.78476846024383
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_073.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.80366053470276,
+    -33.78476846024383,
+    -70.04874080746909,
+    -17.67927785051614
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_074.json b/current/shorelinemonitor-raw-series/items/box_074.json
new file mode 100644
index 0000000000..e4f9e0a55f
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_074.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_074",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -53.41674961813934,
+      -33.784652501542325,
+      -39.135558350312245,
+      -17.679349904987866
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2224491,
+    "created": "2024-06-20T15:02:08.381585Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -39.135558350312245,
+          -33.784652501542325
+        ],
+        [
+          -39.135558350312245,
+          -17.679349904987866
+        ],
+        [
+          -53.41674961813934,
+          -17.679349904987866
+        ],
+        [
+          -53.41674961813934,
+          -33.784652501542325
+        ],
+        [
+          -39.135558350312245,
+          -33.784652501542325
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_074.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.41674961813934,
+    -33.784652501542325,
+    -39.135558350312245,
+    -17.679349904987866
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_077.json b/current/shorelinemonitor-raw-series/items/box_077.json
index 38b36d8c62..1c2575e858 100644
--- a/current/shorelinemonitor-raw-series/items/box_077.json
+++ b/current/shorelinemonitor-raw-series/items/box_077.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -150,14 +158,14 @@
     ],
     "proj:bbox": [
       11.758600605746823,
-      -33.113488159419624,
+      -33.11348815941963,
       17.96595876750201,
       -17.679672573844964
     ],
     "proj:epsg": 4326,
     "table:row_count": 620464,
-    "created": "2024-05-08T22:22:01.288166Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "created": "2024-06-20T15:02:11.581845Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -165,7 +173,7 @@
       [
         [
           17.96595876750201,
-          -33.113488159419624
+          -33.11348815941963
         ],
         [
           17.96595876750201,
@@ -177,11 +185,11 @@
         ],
         [
           11.758600605746823,
-          -33.113488159419624
+          -33.11348815941963
         ],
         [
           17.96595876750201,
-          -33.113488159419624
+          -33.11348815941963
         ]
       ]
     ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_077.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_077.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -219,7 +227,7 @@
   },
   "bbox": [
     11.758600605746823,
-    -33.113488159419624,
+    -33.11348815941963,
     17.96595876750201,
     -17.679672573844964
   ],
diff --git a/current/shorelinemonitor-raw-series/items/box_078.json b/current/shorelinemonitor-raw-series/items/box_078.json
new file mode 100644
index 0000000000..867f3c68a1
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_078.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_078",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      17.9666170919082,
+      -33.784864411650545,
+      35.93205476687585,
+      -18.956655604359003
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1283638,
+    "created": "2024-06-20T15:02:17.700144Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.93205476687585,
+          -33.784864411650545
+        ],
+        [
+          35.93205476687585,
+          -18.956655604359003
+        ],
+        [
+          17.9666170919082,
+          -18.956655604359003
+        ],
+        [
+          17.9666170919082,
+          -33.784864411650545
+        ],
+        [
+          35.93205476687585,
+          -33.784864411650545
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_078.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.9666170919082,
+    -33.784864411650545,
+    35.93205476687585,
+    -18.956655604359003
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_079.json b/current/shorelinemonitor-raw-series/items/box_079.json
new file mode 100644
index 0000000000..d5e6bde82e
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_079.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_079",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      35.93314501305584,
+      -25.60720622165888,
+      49.520633561649824,
+      -17.679674968666806
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1076595,
+    "created": "2024-06-20T15:02:22.787263Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          49.520633561649824,
+          -25.60720622165888
+        ],
+        [
+          49.520633561649824,
+          -17.679674968666806
+        ],
+        [
+          35.93314501305584,
+          -17.679674968666806
+        ],
+        [
+          35.93314501305584,
+          -25.60720622165888
+        ],
+        [
+          49.520633561649824,
+          -25.60720622165888
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_079.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.93314501305584,
+    -25.60720622165888,
+    49.520633561649824,
+    -17.679674968666806
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_080.json b/current/shorelinemonitor-raw-series/items/box_080.json
new file mode 100644
index 0000000000..7960e50113
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_080.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_080",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      55.21626097186378,
+      -21.39613192375327,
+      63.50272902700495,
+      -19.667797775557407
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 119340,
+    "created": "2024-06-20T15:02:23.681607Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          63.50272902700495,
+          -21.39613192375327
+        ],
+        [
+          63.50272902700495,
+          -19.667797775557407
+        ],
+        [
+          55.21626097186378,
+          -19.667797775557407
+        ],
+        [
+          55.21626097186378,
+          -21.39613192375327
+        ],
+        [
+          63.50272902700495,
+          -21.39613192375327
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_080.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    55.21626097186378,
+    -21.39613192375327,
+    63.50272902700495,
+    -19.667797775557407
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_083.json b/current/shorelinemonitor-raw-series/items/box_083.json
new file mode 100644
index 0000000000..7201d1b687
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_083.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_083",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      112.92075184074149,
+      -33.784899319708146,
+      125.76325748217137,
+      -17.67948014918794
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2120131,
+    "created": "2024-06-20T15:02:31.740387Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.76325748217137,
+          -33.784899319708146
+        ],
+        [
+          125.76325748217137,
+          -17.67948014918794
+        ],
+        [
+          112.92075184074149,
+          -17.67948014918794
+        ],
+        [
+          112.92075184074149,
+          -33.784899319708146
+        ],
+        [
+          125.76325748217137,
+          -33.784899319708146
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_083.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    112.92075184074149,
+    -33.784899319708146,
+    125.76325748217137,
+    -17.67948014918794
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_084.json b/current/shorelinemonitor-raw-series/items/box_084.json
new file mode 100644
index 0000000000..4e11a6f818
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_084.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_084",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      125.7650549578588,
+      -33.784985442581345,
+      140.37464917325272,
+      -17.67963903372654
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 779192,
+    "created": "2024-06-20T15:02:35.010368Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          140.37464917325272,
+          -33.784985442581345
+        ],
+        [
+          140.37464917325272,
+          -17.67963903372654
+        ],
+        [
+          125.7650549578588,
+          -17.67963903372654
+        ],
+        [
+          125.7650549578588,
+          -33.784985442581345
+        ],
+        [
+          140.37464917325272,
+          -33.784985442581345
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_084.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.7650549578588,
+    -33.784985442581345,
+    140.37464917325272,
+    -17.67963903372654
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_085.json b/current/shorelinemonitor-raw-series/items/box_085.json
index 2234418a6a..8f19f4af7d 100644
--- a/current/shorelinemonitor-raw-series/items/box_085.json
+++ b/current/shorelinemonitor-raw-series/items/box_085.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -155,9 +163,9 @@
       -17.67985480946036
     ],
     "proj:epsg": 4326,
-    "table:row_count": 2886759,
-    "created": "2024-05-08T22:25:04.632174Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 2886804,
+    "created": "2024-06-20T15:02:46.094984Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_085.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_085.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_086.json b/current/shorelinemonitor-raw-series/items/box_086.json
new file mode 100644
index 0000000000..cdcb518369
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_086.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_086",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      163.56562158525554,
+      -22.70191733024122,
+      179.3671501717042,
+      -17.67939203073977
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 930450,
+    "created": "2024-06-20T15:02:51.130246Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          179.3671501717042,
+          -22.70191733024122
+        ],
+        [
+          179.3671501717042,
+          -17.67939203073977
+        ],
+        [
+          163.56562158525554,
+          -17.67939203073977
+        ],
+        [
+          163.56562158525554,
+          -22.70191733024122
+        ],
+        [
+          179.3671501717042,
+          -22.70191733024122
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_086.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    163.56562158525554,
+    -22.70191733024122,
+    179.3671501717042,
+    -17.67939203073977
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_089.json b/current/shorelinemonitor-raw-series/items/box_089.json
new file mode 100644
index 0000000000..7ceeca71ec
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_089.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_089",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -179.18415109304658,
+      -17.47220598446235,
+      -170.55944447200585,
+      -2.762428141075175
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 178250,
+    "created": "2024-06-20T15:02:52.164817Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -170.55944447200585,
+          -17.47220598446235
+        ],
+        [
+          -170.55944447200585,
+          -2.762428141075175
+        ],
+        [
+          -179.18415109304658,
+          -2.762428141075175
+        ],
+        [
+          -179.18415109304658,
+          -17.47220598446235
+        ],
+        [
+          -170.55944447200585,
+          -17.47220598446235
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_089.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -179.18415109304658,
+    -17.47220598446235,
+    -170.55944447200585,
+    -2.762428141075175
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_090.json b/current/shorelinemonitor-raw-series/items/box_090.json
new file mode 100644
index 0000000000..4c55244896
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_090.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_090",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -154.663602957752,
+      -17.678550391822178,
+      -143.73223336875122,
+      -14.327750052548925
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 361896,
+    "created": "2024-06-20T15:02:53.912902Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -143.73223336875122,
+          -17.678550391822178
+        ],
+        [
+          -143.73223336875122,
+          -14.327750052548925
+        ],
+        [
+          -154.663602957752,
+          -14.327750052548925
+        ],
+        [
+          -154.663602957752,
+          -17.678550391822178
+        ],
+        [
+          -143.73223336875122,
+          -17.678550391822178
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_090.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -154.663602957752,
+    -17.678550391822178,
+    -143.73223336875122,
+    -14.327750052548925
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_091.json b/current/shorelinemonitor-raw-series/items/box_091.json
new file mode 100644
index 0000000000..662fd6b1d5
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_091.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_091",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -143.7279524596068,
+      -17.614255803222914,
+      -138.32772800852845,
+      -7.891727888058927
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 146673,
+    "created": "2024-06-20T15:02:54.942844Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -138.32772800852845,
+          -17.614255803222914
+        ],
+        [
+          -138.32772800852845,
+          -7.891727888058927
+        ],
+        [
+          -143.7279524596068,
+          -7.891727888058927
+        ],
+        [
+          -143.7279524596068,
+          -17.614255803222914
+        ],
+        [
+          -138.32772800852845,
+          -17.614255803222914
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_091.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -143.7279524596068,
+    -17.614255803222914,
+    -138.32772800852845,
+    -7.891727888058927
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_093.json b/current/shorelinemonitor-raw-series/items/box_093.json
new file mode 100644
index 0000000000..795e0a2030
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_093.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_093",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -91.6664087852709,
+      -1.3605960712165148,
+      -90.16835621917969,
+      -0.0005605327272583863
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 231824,
+    "created": "2024-06-20T15:02:56.306955Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -90.16835621917969,
+          -1.3605960712165148
+        ],
+        [
+          -90.16835621917969,
+          -0.0005605327272583863
+        ],
+        [
+          -91.6664087852709,
+          -0.0005605327272583863
+        ],
+        [
+          -91.6664087852709,
+          -1.3605960712165148
+        ],
+        [
+          -90.16835621917969,
+          -1.3605960712165148
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_093.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -91.6664087852709,
+    -1.3605960712165148,
+    -90.16835621917969,
+    -0.0005605327272583863
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_094.json b/current/shorelinemonitor-raw-series/items/box_094.json
index 650161886c..b1f6a039d6 100644
--- a/current/shorelinemonitor-raw-series/items/box_094.json
+++ b/current/shorelinemonitor-raw-series/items/box_094.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -150,14 +158,14 @@
     ],
     "proj:bbox": [
       -89.74689863564721,
-      -17.14269493388978,
+      -17.142694933889775,
       -71.87512558296186,
       -0.0006132082609446656
     ],
     "proj:epsg": 4326,
     "table:row_count": 1882063,
-    "created": "2024-05-08T22:25:42.540732Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "created": "2024-06-20T15:03:04.696897Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -165,7 +173,7 @@
       [
         [
           -71.87512558296186,
-          -17.14269493388978
+          -17.142694933889775
         ],
         [
           -71.87512558296186,
@@ -177,11 +185,11 @@
         ],
         [
           -89.74689863564721,
-          -17.14269493388978
+          -17.142694933889775
         ],
         [
           -71.87512558296186,
-          -17.14269493388978
+          -17.142694933889775
         ]
       ]
     ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_094.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_094.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -219,7 +227,7 @@
   },
   "bbox": [
     -89.74689863564721,
-    -17.14269493388978,
+    -17.142694933889775,
     -71.87512558296186,
     -0.0006132082609446656
   ],
diff --git a/current/shorelinemonitor-raw-series/items/box_095.json b/current/shorelinemonitor-raw-series/items/box_095.json
new file mode 100644
index 0000000000..fed8bbf6ad
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_095.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_095",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -71.86481347875944,
+      -17.67864820817581,
+      -71.34183122576226,
+      -17.15123710684668
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 28977,
+    "created": "2024-06-20T15:03:05.130033Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.34183122576226,
+          -17.67864820817581
+        ],
+        [
+          -71.34183122576226,
+          -17.15123710684668
+        ],
+        [
+          -71.86481347875944,
+          -17.15123710684668
+        ],
+        [
+          -71.86481347875944,
+          -17.67864820817581
+        ],
+        [
+          -71.34183122576226,
+          -17.67864820817581
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_095.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.86481347875944,
+    -17.67864820817581,
+    -71.34183122576226,
+    -17.15123710684668
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_096.json b/current/shorelinemonitor-raw-series/items/box_096.json
new file mode 100644
index 0000000000..5ade0a0fb9
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_096.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_096",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -50.94216866896592,
+      -17.67777047370011,
+      -35.93367671127493,
+      -0.00037665848719752216
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 4493553,
+    "created": "2024-06-20T15:03:26.651993Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -35.93367671127493,
+          -17.67777047370011
+        ],
+        [
+          -35.93367671127493,
+          -0.00037665848719752216
+        ],
+        [
+          -50.94216866896592,
+          -0.00037665848719752216
+        ],
+        [
+          -50.94216866896592,
+          -17.67777047370011
+        ],
+        [
+          -35.93367671127493,
+          -17.67777047370011
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_096.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -50.94216866896592,
+    -17.67777047370011,
+    -35.93367671127493,
+    -0.00037665848719752216
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_097.json b/current/shorelinemonitor-raw-series/items/box_097.json
new file mode 100644
index 0000000000..71ed8505f6
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_097.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_097",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -35.93200102472896,
+      -9.895803447205672,
+      -34.786370998035636,
+      -5.051510074636429
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 324689,
+    "created": "2024-06-20T15:03:28.414124Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -34.786370998035636,
+          -9.895803447205672
+        ],
+        [
+          -34.786370998035636,
+          -5.051510074636429
+        ],
+        [
+          -35.93200102472896,
+          -5.051510074636429
+        ],
+        [
+          -35.93200102472896,
+          -9.895803447205672
+        ],
+        [
+          -34.786370998035636,
+          -9.895803447205672
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_097.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -35.93200102472896,
+    -9.895803447205672,
+    -34.786370998035636,
+    -5.051510074636429
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_099.json b/current/shorelinemonitor-raw-series/items/box_099.json
new file mode 100644
index 0000000000..33acb61cdb
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_099.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_099",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      8.696871447972514,
+      -17.678182387712596,
+      13.866951446427466,
+      -0.0005034213759272883
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 907964,
+    "created": "2024-06-20T15:03:32.947667Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          13.866951446427466,
+          -17.678182387712596
+        ],
+        [
+          13.866951446427466,
+          -0.0005034213759272883
+        ],
+        [
+          8.696871447972514,
+          -0.0005034213759272883
+        ],
+        [
+          8.696871447972514,
+          -17.678182387712596
+        ],
+        [
+          13.866951446427466,
+          -17.678182387712596
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_099.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    8.696871447972514,
+    -17.678182387712596,
+    13.866951446427466,
+    -0.0005034213759272883
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_101.json b/current/shorelinemonitor-raw-series/items/box_101.json
index 0566f17bcd..0478f6da87 100644
--- a/current/shorelinemonitor-raw-series/items/box_101.json
+++ b/current/shorelinemonitor-raw-series/items/box_101.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -155,9 +163,9 @@
       -0.0011032624704424008
     ],
     "proj:epsg": 4326,
-    "table:row_count": 3244977,
-    "created": "2024-05-08T22:26:25.401650Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 3244975,
+    "created": "2024-06-20T15:03:48.715743Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_101.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_101.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_102.json b/current/shorelinemonitor-raw-series/items/box_102.json
new file mode 100644
index 0000000000..0dd6f16392
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_102.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_102",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      55.361984478899984,
+      -4.8090627030541615,
+      55.85644153810059,
+      -4.276545777509366
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 40539,
+    "created": "2024-06-20T15:03:49.322468Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          55.85644153810059,
+          -4.8090627030541615
+        ],
+        [
+          55.85644153810059,
+          -4.276545777509366
+        ],
+        [
+          55.361984478899984,
+          -4.276545777509366
+        ],
+        [
+          55.361984478899984,
+          -4.8090627030541615
+        ],
+        [
+          55.85644153810059,
+          -4.8090627030541615
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_102.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    55.361984478899984,
+    -4.8090627030541615,
+    55.85644153810059,
+    -4.276545777509366
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_103.json b/current/shorelinemonitor-raw-series/items/box_103.json
new file mode 100644
index 0000000000..c6d57ec445
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_103.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_103",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      72.35327125754151,
+      -7.4444360380318155,
+      73.2403992007029,
+      -0.5778541070970614
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 42653,
+    "created": "2024-06-20T15:03:49.813522Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          73.2403992007029,
+          -7.4444360380318155
+        ],
+        [
+          73.2403992007029,
+          -0.5778541070970614
+        ],
+        [
+          72.35327125754151,
+          -0.5778541070970614
+        ],
+        [
+          72.35327125754151,
+          -7.4444360380318155
+        ],
+        [
+          73.2403992007029,
+          -7.4444360380318155
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_103.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    72.35327125754151,
+    -7.4444360380318155,
+    73.2403992007029,
+    -0.5778541070970614
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_104.json b/current/shorelinemonitor-raw-series/items/box_104.json
index c8d2bbf9da..9595834e3c 100644
--- a/current/shorelinemonitor-raw-series/items/box_104.json
+++ b/current/shorelinemonitor-raw-series/items/box_104.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -155,9 +163,9 @@
       -0.00036417421826288665
     ],
     "proj:epsg": 4326,
-    "table:row_count": 2489373,
-    "created": "2024-05-08T22:26:58.185930Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 2489355,
+    "created": "2024-06-20T15:04:01.605541Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_104.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_104.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_105.json b/current/shorelinemonitor-raw-series/items/box_105.json
index 80aa2944e7..2ff48f6a7c 100644
--- a/current/shorelinemonitor-raw-series/items/box_105.json
+++ b/current/shorelinemonitor-raw-series/items/box_105.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -150,14 +158,14 @@
     ],
     "proj:bbox": [
       107.79810773093926,
-      -17.67863377923046,
+      -17.678633779230456,
       125.76377492823919,
-      -0.00030865742809246577
+      -0.00038410115665557515
     ],
     "proj:epsg": 4326,
-    "table:row_count": 10780165,
-    "created": "2024-05-08T22:28:39.514174Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 10780236,
+    "created": "2024-06-20T15:04:37.591702Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -165,23 +173,23 @@
       [
         [
           125.76377492823919,
-          -17.67863377923046
+          -17.678633779230456
         ],
         [
           125.76377492823919,
-          -0.00030865742809246577
+          -0.00038410115665557515
         ],
         [
           107.79810773093926,
-          -0.00030865742809246577
+          -0.00038410115665557515
         ],
         [
           107.79810773093926,
-          -17.67863377923046
+          -17.678633779230456
         ],
         [
           125.76377492823919,
-          -17.67863377923046
+          -17.678633779230456
         ]
       ]
     ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_105.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_105.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -219,9 +227,9 @@
   },
   "bbox": [
     107.79810773093926,
-    -17.67863377923046,
+    -17.678633779230456,
     125.76377492823919,
-    -0.00030865742809246577
+    -0.00038410115665557515
   ],
   "stac_extensions": [
     "https://stac-extensions.github.io/table/v1.2.0/schema.json",
diff --git a/current/shorelinemonitor-raw-series/items/box_106.json b/current/shorelinemonitor-raw-series/items/box_106.json
new file mode 100644
index 0000000000..969202b017
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_106.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_106",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      125.76447649986285,
+      -17.67863247363132,
+      143.73014550237679,
+      -0.00044733945666123313
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 17659833,
+    "created": "2024-06-20T15:05:28.536136Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.73014550237679,
+          -17.67863247363132
+        ],
+        [
+          143.73014550237679,
+          -0.00044733945666123313
+        ],
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+        ],
+        [
+          143.73014550237679,
+          -17.67863247363132
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_106.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.76447649986285,
+    -17.67863247363132,
+    143.73014550237679,
+    -0.00044733945666123313
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_107.json b/current/shorelinemonitor-raw-series/items/box_107.json
new file mode 100644
index 0000000000..deffcbc2ad
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_107.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_107",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      143.73077935837935,
+      -17.678343208258216,
+      161.6961845095008,
+      -1.307297425011076
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 6726430,
+    "created": "2024-06-20T15:05:48.467862Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          161.6961845095008,
+          -17.678343208258216
+        ],
+        [
+          161.6961845095008,
+          -1.307297425011076
+        ],
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+        ],
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+          161.6961845095008,
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_107.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73077935837935,
+    -17.678343208258216,
+    161.6961845095008,
+    -1.307297425011076
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_108.json b/current/shorelinemonitor-raw-series/items/box_108.json
new file mode 100644
index 0000000000..567548069f
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_108.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_108",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      161.69702612803513,
+      -17.678483712645647,
+      179.66267823938992,
+      -1.269779067984436
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 985376,
+    "created": "2024-06-20T15:05:52.675529Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          179.66267823938992,
+          -17.678483712645647
+        ],
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+          179.66267823938992,
+          -1.269779067984436
+        ],
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+          161.69702612803513,
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+          -17.678483712645647
+        ],
+        [
+          179.66267823938992,
+          -17.678483712645647
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_108.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    161.69702612803513,
+    -17.678483712645647,
+    179.66267823938992,
+    -1.269779067984436
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_112.json b/current/shorelinemonitor-raw-series/items/box_112.json
new file mode 100644
index 0000000000..d7f4d9bb06
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_112.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_112",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -159.39821120139277,
+      1.693316740571144,
+      -157.1631770674727,
+      3.9265868592650097
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 61259,
+    "created": "2024-06-20T15:05:53.243177Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -157.1631770674727,
+          1.693316740571144
+        ],
+        [
+          -157.1631770674727,
+          3.9265868592650097
+        ],
+        [
+          -159.39821120139277,
+          3.9265868592650097
+        ],
+        [
+          -159.39821120139277,
+          1.693316740571144
+        ],
+        [
+          -157.1631770674727,
+          1.693316740571144
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_112.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -159.39821120139277,
+    1.693316740571144,
+    -157.1631770674727,
+    3.9265868592650097
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_115.json b/current/shorelinemonitor-raw-series/items/box_115.json
index 4bdba4bb86..b267204798 100644
--- a/current/shorelinemonitor-raw-series/items/box_115.json
+++ b/current/shorelinemonitor-raw-series/items/box_115.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -152,12 +160,12 @@
       -101.65349781332232,
       0.0010391692244289962,
       -89.83205829844087,
-      17.67808154758178
+      17.678081547581776
     ],
     "proj:epsg": 4326,
     "table:row_count": 694211,
-    "created": "2024-05-08T22:28:49.893763Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "created": "2024-06-20T15:05:56.446688Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -169,11 +177,11 @@
         ],
         [
           -89.83205829844087,
-          17.67808154758178
+          17.678081547581776
         ],
         [
           -101.65349781332232,
-          17.67808154758178
+          17.678081547581776
         ],
         [
           -101.65349781332232,
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_115.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_115.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -221,7 +229,7 @@
     -101.65349781332232,
     0.0010391692244289962,
     -89.83205829844087,
-    17.67808154758178
+    17.678081547581776
   ],
   "stac_extensions": [
     "https://stac-extensions.github.io/table/v1.2.0/schema.json",
diff --git a/current/shorelinemonitor-raw-series/items/box_116.json b/current/shorelinemonitor-raw-series/items/box_116.json
new file mode 100644
index 0000000000..9b6dc5f7da
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_116.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_116",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -89.83122953228836,
+      0.0012390559333308212,
+      -71.86554601639664,
+      17.67872947816321
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 4937022,
+    "created": "2024-06-20T15:06:17.109387Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.86554601639664,
+          0.0012390559333308212
+        ],
+        [
+          -71.86554601639664,
+          17.67872947816321
+        ],
+        [
+          -89.83122953228836,
+          17.67872947816321
+        ],
+        [
+          -89.83122953228836,
+          0.0012390559333308212
+        ],
+        [
+          -71.86554601639664,
+          0.0012390559333308212
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_116.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.83122953228836,
+    0.0012390559333308212,
+    -71.86554601639664,
+    17.67872947816321
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_117.json b/current/shorelinemonitor-raw-series/items/box_117.json
new file mode 100644
index 0000000000..811c622393
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_117.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_117",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -71.86480051143057,
+      5.735117533095625,
+      -53.91462753586403,
+      17.678626912267895
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2810054,
+    "created": "2024-06-20T15:06:29.629875Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.91462753586403,
+          5.735117533095625
+        ],
+        [
+          -53.91462753586403,
+          17.678626912267895
+        ],
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+          17.678626912267895
+        ],
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+          5.735117533095625
+        ],
+        [
+          -53.91462753586403,
+          5.735117533095625
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_117.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.86480051143057,
+    5.735117533095625,
+    -53.91462753586403,
+    17.678626912267895
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_118.json b/current/shorelinemonitor-raw-series/items/box_118.json
new file mode 100644
index 0000000000..9904acce45
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_118.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_118",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -53.898396277216364,
+      0.00044803548321894213,
+      -49.35584107106701,
+      5.765544661384262
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 826165,
+    "created": "2024-06-20T15:06:33.841596Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -49.35584107106701,
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+        ],
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+          -49.35584107106701,
+          5.765544661384262
+        ],
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+          -53.898396277216364,
+          5.765544661384262
+        ],
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+        ],
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+          -49.35584107106701,
+          0.00044803548321894213
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_118.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.898396277216364,
+    0.00044803548321894213,
+    -49.35584107106701,
+    5.765544661384262
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_119.json b/current/shorelinemonitor-raw-series/items/box_119.json
new file mode 100644
index 0000000000..7cf93dd150
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_119.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_119",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -25.36246981297812,
+      14.802806447939293,
+      -22.660574882411773,
+      17.205220338438252
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 238850,
+    "created": "2024-06-20T15:06:35.273516Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -22.660574882411773,
+          14.802806447939293
+        ],
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+          -22.660574882411773,
+          17.205220338438252
+        ],
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+          -25.36246981297812,
+          17.205220338438252
+        ],
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+          -25.36246981297812,
+          14.802806447939293
+        ],
+        [
+          -22.660574882411773,
+          14.802806447939293
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_119.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -25.36246981297812,
+    14.802806447939293,
+    -22.660574882411773,
+    17.205220338438252
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_120.json b/current/shorelinemonitor-raw-series/items/box_120.json
new file mode 100644
index 0000000000..213a9568b6
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_120.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_120",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
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+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
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+      -0.007482423909359507,
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+    ],
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+    "table:row_count": 4463039,
+    "created": "2024-06-20T15:06:55.385819Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
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+  },
+  "links": [
+    {
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+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_120.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -17.535315373030397,
+    4.3516359100134805,
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+  ],
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+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_121.json b/current/shorelinemonitor-raw-series/items/box_121.json
new file mode 100644
index 0000000000..b07fe64bcc
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_121.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_121",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
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+    "table:row_count": 924457,
+    "created": "2024-06-20T15:07:00.071366Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
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+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_121.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
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+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_123.json b/current/shorelinemonitor-raw-series/items/box_123.json
new file mode 100644
index 0000000000..80db1b8e6e
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_123.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_123",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
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+        "type": "double"
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+        "type": "double"
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+  "links": [
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+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_123.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    38.77608583152607,
+    0.0006585667797315469,
+    53.89840727152326,
+    17.678598103437103
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_124.json b/current/shorelinemonitor-raw-series/items/box_124.json
new file mode 100644
index 0000000000..1847d85bee
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_124.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_124",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      53.899378534294144,
+      12.32442004007643,
+      56.0951919487989,
+      17.677844871736568
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 169190,
+    "created": "2024-06-20T15:07:16.096910Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          56.0951919487989,
+          12.32442004007643
+        ],
+        [
+          56.0951919487989,
+          17.677844871736568
+        ],
+        [
+          53.899378534294144,
+          17.677844871736568
+        ],
+        [
+          53.899378534294144,
+          12.32442004007643
+        ],
+        [
+          56.0951919487989,
+          12.32442004007643
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_124.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    53.899378534294144,
+    12.32442004007643,
+    56.0951919487989,
+    17.677844871736568
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_125.json b/current/shorelinemonitor-raw-series/items/box_125.json
new file mode 100644
index 0000000000..e6aaabcbd0
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_125.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_125",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      73.11753868295611,
+      1.774036870217247,
+      83.29552929056148,
+      17.678188123201572
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1933751,
+    "created": "2024-06-20T15:07:24.861439Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          83.29552929056148,
+          1.774036870217247
+        ],
+        [
+          83.29552929056148,
+          17.678188123201572
+        ],
+        [
+          73.11753868295611,
+          17.678188123201572
+        ],
+        [
+          73.11753868295611,
+          1.774036870217247
+        ],
+        [
+          83.29552929056148,
+          1.774036870217247
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_125.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    73.11753868295611,
+    1.774036870217247,
+    83.29552929056148,
+    17.678188123201572
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_126.json b/current/shorelinemonitor-raw-series/items/box_126.json
index 5ddd16e912..621300d89c 100644
--- a/current/shorelinemonitor-raw-series/items/box_126.json
+++ b/current/shorelinemonitor-raw-series/items/box_126.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -149,15 +157,15 @@
       }
     ],
     "proj:bbox": [
-      92.37176798835524,
-      1.965816919105474,
+      92.20223314506984,
+      0.00030604577282298656,
       107.79741870255933,
       17.67852294706184
     ],
     "proj:epsg": 4326,
-    "table:row_count": 1798411,
-    "created": "2024-05-08T22:29:10.353938Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 10283795,
+    "created": "2024-06-20T15:07:55.743599Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -165,23 +173,23 @@
       [
         [
           107.79741870255933,
-          1.965816919105474
+          0.00030604577282298656
         ],
         [
           107.79741870255933,
           17.67852294706184
         ],
         [
-          92.37176798835524,
+          92.20223314506984,
           17.67852294706184
         ],
         [
-          92.37176798835524,
-          1.965816919105474
+          92.20223314506984,
+          0.00030604577282298656
         ],
         [
           107.79741870255933,
-          1.965816919105474
+          0.00030604577282298656
         ]
       ]
     ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_126.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_126.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -218,8 +226,8 @@
     }
   },
   "bbox": [
-    92.37176798835524,
-    1.965816919105474,
+    92.20223314506984,
+    0.00030604577282298656,
     107.79741870255933,
     17.67852294706184
   ],
diff --git a/current/shorelinemonitor-raw-series/items/box_127.json b/current/shorelinemonitor-raw-series/items/box_127.json
new file mode 100644
index 0000000000..e1ff1fa7cd
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_127.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_127",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      107.79825074051887,
+      0.00038094662738805086,
+      125.7637900730847,
+      17.678666646544297
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 11682781,
+    "created": "2024-06-20T15:08:30.983714Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.7637900730847,
+          0.00038094662738805086
+        ],
+        [
+          125.7637900730847,
+          17.678666646544297
+        ],
+        [
+          107.79825074051887,
+          17.678666646544297
+        ],
+        [
+          107.79825074051887,
+          0.00038094662738805086
+        ],
+        [
+          125.7637900730847,
+          0.00038094662738805086
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_127.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    107.79825074051887,
+    0.00038094662738805086,
+    125.7637900730847,
+    17.678666646544297
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_128.json b/current/shorelinemonitor-raw-series/items/box_128.json
new file mode 100644
index 0000000000..8e90596c6d
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_128.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_128",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      125.76439281130128,
+      0.0004015159645946063,
+      139.67379346255646,
+      11.034454790505507
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1193601,
+    "created": "2024-06-20T15:08:36.108707Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          139.67379346255646,
+          0.0004015159645946063
+        ],
+        [
+          139.67379346255646,
+          11.034454790505507
+        ],
+        [
+          125.76439281130128,
+          11.034454790505507
+        ],
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+          125.76439281130128,
+          0.0004015159645946063
+        ],
+        [
+          139.67379346255646,
+          0.0004015159645946063
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_128.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.76439281130128,
+    0.0004015159645946063,
+    139.67379346255646,
+    11.034454790505507
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_129.json b/current/shorelinemonitor-raw-series/items/box_129.json
new file mode 100644
index 0000000000..223fa4d342
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_129.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_129",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      144.61396231223415,
+      6.778966071566444,
+      158.34216428196842,
+      17.620511453339017
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 126056,
+    "created": "2024-06-20T15:08:37.099485Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          158.34216428196842,
+          6.778966071566444
+        ],
+        [
+          158.34216428196842,
+          17.620511453339017
+        ],
+        [
+          144.61396231223415,
+          17.620511453339017
+        ],
+        [
+          144.61396231223415,
+          6.778966071566444
+        ],
+        [
+          158.34216428196842,
+          6.778966071566444
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_129.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    144.61396231223415,
+    6.778966071566444,
+    158.34216428196842,
+    17.620511453339017
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_130.json b/current/shorelinemonitor-raw-series/items/box_130.json
new file mode 100644
index 0000000000..712e8d704b
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_130.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_130",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      168.09293411035182,
+      0.11564401909455281,
+      173.9459285196359,
+      6.165173911154861
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 81912,
+    "created": "2024-06-20T15:08:37.768294Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          173.9459285196359,
+          0.11564401909455281
+        ],
+        [
+          173.9459285196359,
+          6.165173911154861
+        ],
+        [
+          168.09293411035182,
+          6.165173911154861
+        ],
+        [
+          168.09293411035182,
+          0.11564401909455281
+        ],
+        [
+          173.9459285196359,
+          0.11564401909455281
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_130.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    168.09293411035182,
+    0.11564401909455281,
+    173.9459285196359,
+    6.165173911154861
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_134.json b/current/shorelinemonitor-raw-series/items/box_134.json
new file mode 100644
index 0000000000..ea36709764
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_134.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_134",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -160.24705950831674,
+      18.91006050915153,
+      -154.80772562398928,
+      22.233188216465596
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 349494,
+    "created": "2024-06-20T15:08:39.533403Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -154.80772562398928,
+          18.91006050915153
+        ],
+        [
+          -154.80772562398928,
+          22.233188216465596
+        ],
+        [
+          -160.24705950831674,
+          22.233188216465596
+        ],
+        [
+          -160.24705950831674,
+          18.91006050915153
+        ],
+        [
+          -154.80772562398928,
+          18.91006050915153
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_134.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -160.24705950831674,
+    18.91006050915153,
+    -154.80772562398928,
+    22.233188216465596
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_136.json b/current/shorelinemonitor-raw-series/items/box_136.json
index 263fa727c6..3549edde85 100644
--- a/current/shorelinemonitor-raw-series/items/box_136.json
+++ b/current/shorelinemonitor-raw-series/items/box_136.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -155,9 +163,9 @@
       33.78499643914935
     ],
     "proj:epsg": 4326,
-    "table:row_count": 4055727,
-    "created": "2024-05-08T22:29:55.944292Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 4055724,
+    "created": "2024-06-20T15:08:55.554660Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_136.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_136.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_137.json b/current/shorelinemonitor-raw-series/items/box_137.json
new file mode 100644
index 0000000000..fe384984c6
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_137.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_137",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -107.79750864274384,
+      17.67966698294823,
+      -89.83180733264051,
+      29.971939599249396
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 5329008,
+    "created": "2024-06-20T15:09:17.010468Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -89.83180733264051,
+          17.67966698294823
+        ],
+        [
+          -89.83180733264051,
+          29.971939599249396
+        ],
+        [
+          -107.79750864274384,
+          29.971939599249396
+        ],
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+          -107.79750864274384,
+          17.67966698294823
+        ],
+        [
+          -89.83180733264051,
+          17.67966698294823
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_137.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -107.79750864274384,
+    17.67966698294823,
+    -89.83180733264051,
+    29.971939599249396
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_138.json b/current/shorelinemonitor-raw-series/items/box_138.json
new file mode 100644
index 0000000000..a167faf570
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_138.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_138",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -89.83126703924172,
+      17.679508578462592,
+      -71.86559775856945,
+      33.784970116568815
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 17102087,
+    "created": "2024-06-20T15:10:07.979723Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.86559775856945,
+          17.679508578462592
+        ],
+        [
+          -71.86559775856945,
+          33.784970116568815
+        ],
+        [
+          -89.83126703924172,
+          33.784970116568815
+        ],
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+          -89.83126703924172,
+          17.679508578462592
+        ],
+        [
+          -71.86559775856945,
+          17.679508578462592
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_138.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.83126703924172,
+    17.679508578462592,
+    -71.86559775856945,
+    33.784970116568815
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_139.json b/current/shorelinemonitor-raw-series/items/box_139.json
new file mode 100644
index 0000000000..8fb7680d25
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_139.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_139",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
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+      17.679275294849575,
+      -61.77099981261353,
+      32.3736298632727
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1098681,
+    "created": "2024-06-20T15:10:12.551428Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -61.77099981261353,
+          17.679275294849575
+        ],
+        [
+          -61.77099981261353,
+          32.3736298632727
+        ],
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+          32.3736298632727
+        ],
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+          17.679275294849575
+        ],
+        [
+          -61.77099981261353,
+          17.679275294849575
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_139.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.86479180607397,
+    17.679275294849575,
+    -61.77099981261353,
+    32.3736298632727
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_141.json b/current/shorelinemonitor-raw-series/items/box_141.json
new file mode 100644
index 0000000000..d23801e342
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_141.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_141",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -18.16317713734497,
+      27.637857240207442,
+      -17.96664204302795,
+      28.820838550202716
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 14495,
+    "created": "2024-06-20T15:10:12.912929Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -17.96664204302795,
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+        ],
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+          27.637857240207442
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_141.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -18.16317713734497,
+    27.637857240207442,
+    -17.96664204302795,
+    28.820838550202716
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_142.json b/current/shorelinemonitor-raw-series/items/box_142.json
new file mode 100644
index 0000000000..223f145edc
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_142.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_142",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -17.965940420056935,
+      17.679889130559133,
+      -7.252354163330123,
+      33.78505137243891
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1383897,
+    "created": "2024-06-20T15:10:19.894941Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -7.252354163330123,
+          17.679889130559133
+        ],
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+          -7.252354163330123,
+          33.78505137243891
+        ],
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+          -17.965940420056935,
+          33.78505137243891
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+        ],
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+          -7.252354163330123,
+          17.679889130559133
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_142.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -17.965940420056935,
+    17.679889130559133,
+    -7.252354163330123,
+    33.78505137243891
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_143.json b/current/shorelinemonitor-raw-series/items/box_143.json
new file mode 100644
index 0000000000..5ee97f90b4
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_143.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_143",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      10.244188563352116,
+      30.84074358412438,
+      17.965796106210597,
+      33.78495677327302
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 474200,
+    "created": "2024-06-20T15:10:22.319883Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965796106210597,
+          30.84074358412438
+        ],
+        [
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+          33.78495677327302
+        ],
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+          33.78495677327302
+        ],
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+          30.84074358412438
+        ],
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+          17.965796106210597,
+          30.84074358412438
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_143.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    10.244188563352116,
+    30.84074358412438,
+    17.965796106210597,
+    33.78495677327302
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_144.json b/current/shorelinemonitor-raw-series/items/box_144.json
new file mode 100644
index 0000000000..4f2c8061ec
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_144.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_144",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      17.96672952157693,
+      22.691277362812365,
+      35.932332746997965,
+      33.784856861359756
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2267489,
+    "created": "2024-06-20T15:10:31.712814Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932332746997965,
+          22.691277362812365
+        ],
+        [
+          35.932332746997965,
+          33.784856861359756
+        ],
+        [
+          17.96672952157693,
+          33.784856861359756
+        ],
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+        ],
+        [
+          35.932332746997965,
+          22.691277362812365
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_144.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.96672952157693,
+    22.691277362812365,
+    35.932332746997965,
+    33.784856861359756
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_145.json b/current/shorelinemonitor-raw-series/items/box_145.json
new file mode 100644
index 0000000000..ff7e842d52
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_145.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_145",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      35.93309886738019,
+      17.679303444744896,
+      53.898340183554915,
+      30.527596671965846
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 3833836,
+    "created": "2024-06-20T15:10:49.300742Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          53.898340183554915,
+          17.679303444744896
+        ],
+        [
+          53.898340183554915,
+          30.527596671965846
+        ],
+        [
+          35.93309886738019,
+          30.527596671965846
+        ],
+        [
+          35.93309886738019,
+          17.679303444744896
+        ],
+        [
+          53.898340183554915,
+          17.679303444744896
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_145.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.93309886738019,
+    17.679303444744896,
+    53.898340183554915,
+    30.527596671965846
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_146.json b/current/shorelinemonitor-raw-series/items/box_146.json
new file mode 100644
index 0000000000..067eb58d94
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_146.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_146",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      53.89923233590338,
+      17.67927320506397,
+      71.86468659769486,
+      27.189214078124127
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 4331767,
+    "created": "2024-06-20T15:11:08.414390Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          71.86468659769486,
+          17.67927320506397
+        ],
+        [
+          71.86468659769486,
+          27.189214078124127
+        ],
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+        ],
+        [
+          71.86468659769486,
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_146.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    53.89923233590338,
+    17.67927320506397,
+    71.86468659769486,
+    27.189214078124127
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_147.json b/current/shorelinemonitor-raw-series/items/box_147.json
new file mode 100644
index 0000000000..0167629341
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_147.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_147",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      71.86577655883171,
+      17.679440223260578,
+      89.8312437164525,
+      22.471132793208216
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 3901808,
+    "created": "2024-06-20T15:11:24.629924Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          89.8312437164525,
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+        ],
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+          22.471132793208216
+        ],
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+        ],
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_147.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    71.86577655883171,
+    17.679440223260578,
+    89.8312437164525,
+    22.471132793208216
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_148.json b/current/shorelinemonitor-raw-series/items/box_148.json
new file mode 100644
index 0000000000..93008be8dc
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_148.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_148",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
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+        "type": "double"
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+    "table:row_count": 4292994,
+    "created": "2024-06-20T15:11:43.773418Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
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+    "type": "Polygon",
+    "coordinates": [
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+          17.679703273078722
+        ],
+        [
+          107.79749161211045,
+          22.8083200688394
+        ],
+        [
+          89.8318872299786,
+          22.8083200688394
+        ],
+        [
+          89.8318872299786,
+          17.679703273078722
+        ],
+        [
+          107.79749161211045,
+          17.679703273078722
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_148.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    89.8318872299786,
+    17.679703273078722,
+    107.79749161211045,
+    22.8083200688394
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_149.json b/current/shorelinemonitor-raw-series/items/box_149.json
new file mode 100644
index 0000000000..bd41bacd4c
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_149.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_149",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      107.79816994613131,
+      17.679245308236823,
+      125.47465698239064,
+      33.785173064617126
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 6861475,
+    "created": "2024-06-20T15:12:07.276386Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.47465698239064,
+          17.679245308236823
+        ],
+        [
+          125.47465698239064,
+          33.785173064617126
+        ],
+        [
+          107.79816994613131,
+          33.785173064617126
+        ],
+        [
+          107.79816994613131,
+          17.679245308236823
+        ],
+        [
+          125.47465698239064,
+          17.679245308236823
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_149.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    107.79816994613131,
+    17.679245308236823,
+    125.47465698239064,
+    33.785173064617126
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_150.json b/current/shorelinemonitor-raw-series/items/box_150.json
new file mode 100644
index 0000000000..cb68ba9796
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_150.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_150",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      126.16056641347403,
+      25.811455993504925,
+      142.18893481778596,
+      33.78501858056361
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 3153341,
+    "created": "2024-06-20T15:12:20.537575Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          142.18893481778596,
+          25.811455993504925
+        ],
+        [
+          142.18893481778596,
+          33.78501858056361
+        ],
+        [
+          126.16056641347403,
+          33.78501858056361
+        ],
+        [
+          126.16056641347403,
+          25.811455993504925
+        ],
+        [
+          142.18893481778596,
+          25.811455993504925
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_150.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    126.16056641347403,
+    25.811455993504925,
+    142.18893481778596,
+    33.78501858056361
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_158.json b/current/shorelinemonitor-raw-series/items/box_158.json
index 91038cd91e..6ad3fac499 100644
--- a/current/shorelinemonitor-raw-series/items/box_158.json
+++ b/current/shorelinemonitor-raw-series/items/box_158.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -150,14 +158,14 @@
     ],
     "proj:bbox": [
       -124.56650633552498,
-      33.78620409537508,
+      33.7862040953751,
       -118.38749050996748,
       47.35348865097739
     ],
     "proj:epsg": 4326,
     "table:row_count": 2125533,
-    "created": "2024-05-08T22:30:21.893861Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "created": "2024-06-20T15:12:29.665006Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -165,7 +173,7 @@
       [
         [
           -118.38749050996748,
-          33.78620409537508
+          33.7862040953751
         ],
         [
           -118.38749050996748,
@@ -177,11 +185,11 @@
         ],
         [
           -124.56650633552498,
-          33.78620409537508
+          33.7862040953751
         ],
         [
           -118.38749050996748,
-          33.78620409537508
+          33.7862040953751
         ]
       ]
     ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_158.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_158.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -219,7 +227,7 @@
   },
   "bbox": [
     -124.56650633552498,
-    33.78620409537508,
+    33.7862040953751,
     -118.38749050996748,
     47.35348865097739
   ],
diff --git a/current/shorelinemonitor-raw-series/items/box_160.json b/current/shorelinemonitor-raw-series/items/box_160.json
index 25f0fbf089..40000586ca 100644
--- a/current/shorelinemonitor-raw-series/items/box_160.json
+++ b/current/shorelinemonitor-raw-series/items/box_160.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -155,9 +163,9 @@
       41.367997936610855
     ],
     "proj:epsg": 4326,
-    "table:row_count": 8127726,
-    "created": "2024-05-08T22:31:37.141709Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 8124552,
+    "created": "2024-06-20T15:12:53.918862Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_160.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_160.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_161.json b/current/shorelinemonitor-raw-series/items/box_161.json
index a3d36657cd..04218bb020 100644
--- a/current/shorelinemonitor-raw-series/items/box_161.json
+++ b/current/shorelinemonitor-raw-series/items/box_161.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -155,9 +163,9 @@
       47.353516222861515
     ],
     "proj:epsg": 4326,
-    "table:row_count": 8343164,
-    "created": "2024-05-08T22:32:59.221885Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 8338246,
+    "created": "2024-06-20T15:13:18.165699Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_161.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_161.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
diff --git a/current/shorelinemonitor-raw-series/items/box_162.json b/current/shorelinemonitor-raw-series/items/box_162.json
new file mode 100644
index 0000000000..62305a94db
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_162.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_162",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -53.89853757320909,
+      46.61144840737695,
+      -52.73074275054781,
+      47.353136530335284
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 233928,
+    "created": "2024-06-20T15:13:19.465935Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -52.73074275054781,
+          46.61144840737695
+        ],
+        [
+          -52.73074275054781,
+          47.353136530335284
+        ],
+        [
+          -53.89853757320909,
+          47.353136530335284
+        ],
+        [
+          -53.89853757320909,
+          46.61144840737695
+        ],
+        [
+          -52.73074275054781,
+          46.61144840737695
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_162.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.89853757320909,
+    46.61144840737695,
+    -52.73074275054781,
+    47.353136530335284
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_163.json b/current/shorelinemonitor-raw-series/items/box_163.json
new file mode 100644
index 0000000000..dd0372e83c
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_163.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_163",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -31.268825173440895,
+      36.92109551921961,
+      -25.004892346851538,
+      39.524268365957084
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 153311,
+    "created": "2024-06-20T15:13:20.636009Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -25.004892346851538,
+          36.92109551921961
+        ],
+        [
+          -25.004892346851538,
+          39.524268365957084
+        ],
+        [
+          -31.268825173440895,
+          39.524268365957084
+        ],
+        [
+          -31.268825173440895,
+          36.92109551921961
+        ],
+        [
+          -25.004892346851538,
+          36.92109551921961
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_163.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -31.268825173440895,
+    36.92109551921961,
+    -25.004892346851538,
+    39.524268365957084
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_164.json b/current/shorelinemonitor-raw-series/items/box_164.json
index a75c4d57c4..d8eaaa8363 100644
--- a/current/shorelinemonitor-raw-series/items/box_164.json
+++ b/current/shorelinemonitor-raw-series/items/box_164.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -151,36 +159,36 @@
     "proj:bbox": [
       -9.50066039376091,
       33.785661965982776,
-      -0.001668914292059552,
-      47.35339342144127
+      -0.0016689142920591543,
+      47.353393421441275
     ],
     "proj:epsg": 4326,
     "table:row_count": 2917793,
-    "created": "2024-05-08T22:33:40.659539Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "created": "2024-06-20T15:13:33.948602Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
     "coordinates": [
       [
         [
-          -0.001668914292059552,
+          -0.0016689142920591543,
           33.785661965982776
         ],
         [
-          -0.001668914292059552,
-          47.35339342144127
+          -0.0016689142920591543,
+          47.353393421441275
         ],
         [
           -9.50066039376091,
-          47.35339342144127
+          47.353393421441275
         ],
         [
           -9.50066039376091,
           33.785661965982776
         ],
         [
-          -0.001668914292059552,
+          -0.0016689142920591543,
           33.785661965982776
         ]
       ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_164.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_164.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -220,8 +228,8 @@
   "bbox": [
     -9.50066039376091,
     33.785661965982776,
-    -0.001668914292059552,
-    47.35339342144127
+    -0.0016689142920591543,
+    47.353393421441275
   ],
   "stac_extensions": [
     "https://stac-extensions.github.io/table/v1.2.0/schema.json",
diff --git a/current/shorelinemonitor-raw-series/items/box_165.json b/current/shorelinemonitor-raw-series/items/box_165.json
new file mode 100644
index 0000000000..b102a79c5c
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_165.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_165",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      0.0014478618967145487,
+      33.786076724807046,
+      17.965706162241215,
+      45.79989012054994
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 6739779,
+    "created": "2024-06-20T15:13:55.260833Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965706162241215,
+          33.786076724807046
+        ],
+        [
+          17.965706162241215,
+          45.79989012054994
+        ],
+        [
+          0.0014478618967145487,
+          45.79989012054994
+        ],
+        [
+          0.0014478618967145487,
+          33.786076724807046
+        ],
+        [
+          17.965706162241215,
+          33.786076724807046
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_165.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    0.0014478618967145487,
+    33.786076724807046,
+    17.965706162241215,
+    45.79989012054994
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_166.json b/current/shorelinemonitor-raw-series/items/box_166.json
new file mode 100644
index 0000000000..b585e68919
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_166.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_166",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      17.96702494258429,
+      33.78564612214338,
+      35.93230481430966,
+      46.84072423097447
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 9120145,
+    "created": "2024-06-20T15:14:21.712107Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.93230481430966,
+          33.78564612214338
+        ],
+        [
+          35.93230481430966,
+          46.84072423097447
+        ],
+        [
+          17.96702494258429,
+          46.84072423097447
+        ],
+        [
+          17.96702494258429,
+          33.78564612214338
+        ],
+        [
+          35.93230481430966,
+          33.78564612214338
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_166.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.96702494258429,
+    33.78564612214338,
+    35.93230481430966,
+    46.84072423097447
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_167.json b/current/shorelinemonitor-raw-series/items/box_167.json
new file mode 100644
index 0000000000..93c5538dd6
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_167.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_167",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      35.93309879956524,
+      34.49364027440244,
+      53.89855408343345,
+      47.28865851138021
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 4069781,
+    "created": "2024-06-20T15:14:40.594006Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          53.89855408343345,
+          34.49364027440244
+        ],
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_167.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.93309879956524,
+    34.49364027440244,
+    53.89855408343345,
+    47.28865851138021
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_168.json b/current/shorelinemonitor-raw-series/items/box_168.json
new file mode 100644
index 0000000000..cdd5cf388a
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_168.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_168",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      53.89909269654817,
+      36.777839828901676,
+      54.14527511977988,
+      39.90419595795991
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 116953,
+    "created": "2024-06-20T15:14:41.592354Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          54.14527511977988,
+          36.777839828901676
+        ],
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+          54.14527511977988,
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+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_168.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    53.89909269654817,
+    36.777839828901676,
+    54.14527511977988,
+    39.90419595795991
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_171.json b/current/shorelinemonitor-raw-series/items/box_171.json
new file mode 100644
index 0000000000..744944573a
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_171.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_171",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
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+        "type": "double"
+      }
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+    "table:row_count": 2805828,
+    "created": "2024-06-20T15:14:54.265699Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
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+    "type": "Polygon",
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+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_171.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    117.55848832276436,
+    33.786046802619566,
+    125.76363896801558,
+    40.95882111858646
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_172.json b/current/shorelinemonitor-raw-series/items/box_172.json
index 279da79ba8..c41c2593a3 100644
--- a/current/shorelinemonitor-raw-series/items/box_172.json
+++ b/current/shorelinemonitor-raw-series/items/box_172.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -150,14 +158,14 @@
     ],
     "proj:bbox": [
       125.76462231133223,
-      33.785623571687495,
+      33.7856235716875,
       143.72994515522873,
       47.35340677892889
     ],
     "proj:epsg": 4326,
-    "table:row_count": 9726253,
-    "created": "2024-05-08T22:35:17.950058Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 9726349,
+    "created": "2024-06-20T15:15:23.438659Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -165,7 +173,7 @@
       [
         [
           143.72994515522873,
-          33.785623571687495
+          33.7856235716875
         ],
         [
           143.72994515522873,
@@ -177,11 +185,11 @@
         ],
         [
           125.76462231133223,
-          33.785623571687495
+          33.7856235716875
         ],
         [
           143.72994515522873,
-          33.785623571687495
+          33.7856235716875
         ]
       ]
     ]
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_172.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_172.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -219,7 +227,7 @@
   },
   "bbox": [
     125.76462231133223,
-    33.785623571687495,
+    33.7856235716875,
     143.72994515522873,
     47.35340677892889
   ],
diff --git a/current/shorelinemonitor-raw-series/items/box_173.json b/current/shorelinemonitor-raw-series/items/box_173.json
new file mode 100644
index 0000000000..2b700da392
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_173.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_173",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      143.73082398843843,
+      42.74209192524283,
+      152.55485505821926,
+      47.353422130603356
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 872968,
+    "created": "2024-06-20T15:15:27.080150Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          152.55485505821926,
+          42.74209192524283
+        ],
+        [
+          152.55485505821926,
+          47.353422130603356
+        ],
+        [
+          143.73082398843843,
+          47.353422130603356
+        ],
+        [
+          143.73082398843843,
+          42.74209192524283
+        ],
+        [
+          152.55485505821926,
+          42.74209192524283
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_173.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73082398843843,
+    42.74209192524283,
+    152.55485505821926,
+    47.353422130603356
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_179.json b/current/shorelinemonitor-raw-series/items/box_179.json
new file mode 100644
index 0000000000..cc40656236
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_179.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_179",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -136.58541034937784,
+      49.05950323898764,
+      -125.76448831586424,
+      58.15512596882818
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 16171216,
+    "created": "2024-06-20T15:16:19.267274Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -125.76448831586424,
+          49.05950323898764
+        ],
+        [
+          -125.76448831586424,
+          58.15512596882818
+        ],
+        [
+          -136.58541034937784,
+          58.15512596882818
+        ],
+        [
+          -136.58541034937784,
+          49.05950323898764
+        ],
+        [
+          -125.76448831586424,
+          49.05950323898764
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_179.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -136.58541034937784,
+    49.05950323898764,
+    -125.76448831586424,
+    58.15512596882818
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_180.json b/current/shorelinemonitor-raw-series/items/box_180.json
new file mode 100644
index 0000000000..261aa94291
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_180.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_180",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -125.76383423677177,
+      47.35393629722194,
+      -122.17874881984466,
+      51.10267174862014
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 3229464,
+    "created": "2024-06-20T15:16:34.231739Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -122.17874881984466,
+          47.35393629722194
+        ],
+        [
+          -122.17874881984466,
+          51.10267174862014
+        ],
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+          51.10267174862014
+        ],
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+        ],
+        [
+          -122.17874881984466,
+          47.35393629722194
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_180.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -125.76383423677177,
+    47.35393629722194,
+    -122.17874881984466,
+    51.10267174862014
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_181.json b/current/shorelinemonitor-raw-series/items/box_181.json
new file mode 100644
index 0000000000..db04a6c531
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_181.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_181",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -92.88301725293017,
+      56.96544918721457,
+      -89.83220132291571,
+      58.155018191590194
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 148062,
+    "created": "2024-06-20T15:16:35.423084Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -89.83220132291571,
+          56.96544918721457
+        ],
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+          -89.83220132291571,
+          58.155018191590194
+        ],
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+          -92.88301725293017,
+          58.155018191590194
+        ],
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+          -92.88301725293017,
+          56.96544918721457
+        ],
+        [
+          -89.83220132291571,
+          56.96544918721457
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_181.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -92.88301725293017,
+    56.96544918721457,
+    -89.83220132291571,
+    58.155018191590194
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_182.json b/current/shorelinemonitor-raw-series/items/box_182.json
new file mode 100644
index 0000000000..f4f7ab984d
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_182.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_182",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
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+    ],
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+    "table:row_count": 1839376,
+    "created": "2024-06-20T15:16:45.356816Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -78.27209690596113,
+          51.15910548302272
+        ],
+        [
+          -78.27209690596113,
+          56.992049892909975
+        ],
+        [
+          -89.83063182020885,
+          56.992049892909975
+        ],
+        [
+          -89.83063182020885,
+          51.15910548302272
+        ],
+        [
+          -78.27209690596113,
+          51.15910548302272
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_182.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.83063182020885,
+    51.15910548302272,
+    -78.27209690596113,
+    56.992049892909975
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_183.json b/current/shorelinemonitor-raw-series/items/box_183.json
new file mode 100644
index 0000000000..ccec4356df
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_183.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_183",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -70.52896174970132,
+      47.35395628664629,
+      -53.89899679049507,
+      58.15471070335096
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 12136737,
+    "created": "2024-06-20T15:17:24.321570Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.89899679049507,
+          47.35395628664629
+        ],
+        [
+          -53.89899679049507,
+          58.15471070335096
+        ],
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+          -70.52896174970132,
+          58.15471070335096
+        ],
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+          -70.52896174970132,
+          47.35395628664629
+        ],
+        [
+          -53.89899679049507,
+          47.35395628664629
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_183.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -70.52896174970132,
+    47.35395628664629,
+    -53.89899679049507,
+    58.15471070335096
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_184.json b/current/shorelinemonitor-raw-series/items/box_184.json
new file mode 100644
index 0000000000..a406245913
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_184.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_184",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -53.89882908485835,
+      47.35424531875299,
+      -52.61898685044135,
+      49.55168111672453
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1012398,
+    "created": "2024-06-20T15:17:29.212102Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -52.61898685044135,
+          47.35424531875299
+        ],
+        [
+          -52.61898685044135,
+          49.55168111672453
+        ],
+        [
+          -53.89882908485835,
+          49.55168111672453
+        ],
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+          -53.89882908485835,
+          47.35424531875299
+        ],
+        [
+          -52.61898685044135,
+          47.35424531875299
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_184.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.89882908485835,
+    47.35424531875299,
+    -52.61898685044135,
+    49.55168111672453
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_186.json b/current/shorelinemonitor-raw-series/items/box_186.json
new file mode 100644
index 0000000000..c7749624da
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_186.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_186",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -10.578305477488126,
+      47.35421527923811,
+      -0.0017777410280072961,
+      58.155067953835164
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 9042291,
+    "created": "2024-06-20T15:18:01.697829Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.0017777410280072961,
+          47.35421527923811
+        ],
+        [
+          -0.0017777410280072961,
+          58.155067953835164
+        ],
+        [
+          -10.578305477488126,
+          58.155067953835164
+        ],
+        [
+          -10.578305477488126,
+          47.35421527923811
+        ],
+        [
+          -0.0017777410280072961,
+          47.35421527923811
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_186.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -10.578305477488126,
+    47.35421527923811,
+    -0.0017777410280072961,
+    58.155067953835164
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_187.json b/current/shorelinemonitor-raw-series/items/box_187.json
index 1332ae0383..16033d4313 100644
--- a/current/shorelinemonitor-raw-series/items/box_187.json
+++ b/current/shorelinemonitor-raw-series/items/box_187.json
@@ -9,7 +9,7 @@
       {
         "name": "time",
         "type": "timestamp[ns]",
-        "description": "Annual shoreline position timestamp, the timestamp corresponds to each point's Shoreline Monitor timestamp."
+        "description": "Annual shoreline position timestamp."
       },
       {
         "name": "tr_name",
@@ -47,14 +47,14 @@
         "description": "Latitude of the shoreline position observation."
       },
       {
-        "name": "shoreline_position",
+        "name": "shoreline_chainage",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first point of GCTS Transects in meter."
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
       },
       {
-        "name": "shoreline_position_trans",
+        "name": "shoreline_position",
         "type": "float",
-        "description": "Represent the shoreline position in reference to the first non-outlier primary observation on each transect in meter."
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
       },
       {
         "name": "shoreline_sinuosity",
@@ -101,11 +101,19 @@
         "type": "float",
         "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
       },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
       {
         "name": "obs_count",
-        "type": "int64",
+        "type": "float",
         "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
       },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
       {
         "name": "mdn_offset",
         "type": "float",
@@ -149,15 +157,15 @@
       }
     ],
     "proj:bbox": [
-      0.00456903649415185,
+      0.004569036494151453,
       49.329805328980804,
       17.965115712582925,
       58.155113270443046
     ],
     "proj:epsg": 4326,
-    "table:row_count": 7703338,
-    "created": "2024-05-08T22:36:51.295176Z",
-    "datetime": "2024-05-06T00:00:00Z"
+    "table:row_count": 7703296,
+    "created": "2024-06-20T15:18:30.888325Z",
+    "datetime": "2024-06-08T00:00:00Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -172,11 +180,11 @@
           58.155113270443046
         ],
         [
-          0.00456903649415185,
+          0.004569036494151453,
           58.155113270443046
         ],
         [
-          0.00456903649415185,
+          0.004569036494151453,
           49.329805328980804
         ],
         [
@@ -208,7 +216,7 @@
   ],
   "assets": {
     "data": {
-      "href": "az://shorelinemonitor-raw-series/release/2024-05-06/box_187.parquet",
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_187.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "ShorelineMonitor Raw Series",
       "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
@@ -218,7 +226,7 @@
     }
   },
   "bbox": [
-    0.00456903649415185,
+    0.004569036494151453,
     49.329805328980804,
     17.965115712582925,
     58.155113270443046
diff --git a/current/shorelinemonitor-raw-series/items/box_188.json b/current/shorelinemonitor-raw-series/items/box_188.json
new file mode 100644
index 0000000000..053f2d2c5f
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_188.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_188",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      17.96773045853413,
+      54.21200934513397,
+      24.483338131186496,
+      58.15510375116379
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 981669,
+    "created": "2024-06-20T15:18:36.217707Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          24.483338131186496,
+          54.21200934513397
+        ],
+        [
+          24.483338131186496,
+          58.15510375116379
+        ],
+        [
+          17.96773045853413,
+          58.15510375116379
+        ],
+        [
+          17.96773045853413,
+          54.21200934513397
+        ],
+        [
+          24.483338131186496,
+          54.21200934513397
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_188.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.96773045853413,
+    54.21200934513397,
+    24.483338131186496,
+    58.15510375116379
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_194.json b/current/shorelinemonitor-raw-series/items/box_194.json
new file mode 100644
index 0000000000..5fea5221eb
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_194.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_194",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
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+      47.3539482126443,
+      143.7301414072348,
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+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2583268,
+    "created": "2024-06-20T15:18:50.120491Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
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+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_194.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    135.16493301694817,
+    47.3539482126443,
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+    58.14473457455328
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_195.json b/current/shorelinemonitor-raw-series/items/box_195.json
new file mode 100644
index 0000000000..ee9e096eb3
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_195.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_195",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      143.7310449833415,
+      47.353998302464234,
+      161.6947264397051,
+      58.15486373126848
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 878693,
+    "created": "2024-06-20T15:18:55.871998Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          161.6947264397051,
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+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_195.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
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+    47.353998302464234,
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+    58.15486373126848
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_203.json b/current/shorelinemonitor-raw-series/items/box_203.json
new file mode 100644
index 0000000000..62fd734670
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_203.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_203",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -94.87447297318134,
+      58.155456617984896,
+      -92.84033849048723,
+      60.44700040600429
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 281123,
+    "created": "2024-06-20T15:18:57.939730Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -92.84033849048723,
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+          -92.84033849048723,
+          58.155456617984896
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_203.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -94.87447297318134,
+    58.155456617984896,
+    -92.84033849048723,
+    60.44700040600429
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_207.json b/current/shorelinemonitor-raw-series/items/box_207.json
new file mode 100644
index 0000000000..33d9adb7a0
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_207.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_207",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -24.54829379045429,
+      63.38600906696124,
+      -17.968923063028928,
+      66.44576612490204
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 1826969,
+    "created": "2024-06-20T15:19:08.889619Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -17.968923063028928,
+          63.38600906696124
+        ],
+        [
+          -17.968923063028928,
+          66.44576612490204
+        ],
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+        ],
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+          63.38600906696124
+        ],
+        [
+          -17.968923063028928,
+          63.38600906696124
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_207.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -24.54829379045429,
+    63.38600906696124,
+    -17.968923063028928,
+    66.44576612490204
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_208.json b/current/shorelinemonitor-raw-series/items/box_208.json
new file mode 100644
index 0000000000..ea2a0cc6d2
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_208.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_208",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      -17.96534074267756,
+      58.15543718860148,
+      -0.7417639988314908,
+      66.44582344978035
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 2020000,
+    "created": "2024-06-20T15:19:20.984988Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.7417639988314908,
+          58.15543718860148
+        ],
+        [
+          -0.7417639988314908,
+          66.44582344978035
+        ],
+        [
+          -17.96534074267756,
+          66.44582344978035
+        ],
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+        ],
+        [
+          -0.7417639988314908,
+          58.15543718860148
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_208.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -17.96534074267756,
+    58.15543718860148,
+    -0.7417639988314908,
+    66.44582344978035
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_209.json b/current/shorelinemonitor-raw-series/items/box_209.json
new file mode 100644
index 0000000000..9d9f979e5e
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_209.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_209",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      4.59662631420121,
+      58.155351933839476,
+      17.96597295590996,
+      66.44580475238705
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 14960246,
+    "created": "2024-06-20T15:20:11.727326Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.96597295590996,
+          58.155351933839476
+        ],
+        [
+          17.96597295590996,
+          66.44580475238705
+        ],
+        [
+          4.59662631420121,
+          66.44580475238705
+        ],
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+          4.59662631420121,
+          58.155351933839476
+        ],
+        [
+          17.96597295590996,
+          58.155351933839476
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_209.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    4.59662631420121,
+    58.155351933839476,
+    17.96597295590996,
+    66.44580475238705
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_210.json b/current/shorelinemonitor-raw-series/items/box_210.json
new file mode 100644
index 0000000000..66c7652f75
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_210.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_210",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      17.96653911445529,
+      58.155571464796914,
+      35.93202415459456,
+      66.44571703587947
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 13066081,
+    "created": "2024-06-20T15:20:55.961861Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.93202415459456,
+          58.155571464796914
+        ],
+        [
+          35.93202415459456,
+          66.44571703587947
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+          17.96653911445529,
+          66.44571703587947
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+          58.155571464796914
+        ],
+        [
+          35.93202415459456,
+          58.155571464796914
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_210.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.96653911445529,
+    58.155571464796914,
+    35.93202415459456,
+    66.44571703587947
+  ],
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+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-raw-series/items/box_211.json b/current/shorelinemonitor-raw-series/items/box_211.json
new file mode 100644
index 0000000000..a09ccb31d0
--- /dev/null
+++ b/current/shorelinemonitor-raw-series/items/box_211.json
@@ -0,0 +1,239 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_211",
+  "properties": {
+    "title": "ShorelineMonitor Raw Series",
+    "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+    "table:columns": [
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Annual shoreline position timestamp."
+      },
+      {
+        "name": "tr_name",
+        "type": "string",
+        "description": "A unique identifier for each transect, constructed from three key components: the 'coastline_id', 'segment_id', and 'interpolated_distance'. The 'coastline_id' corresponds to the FID in OpenStreetMap (OSM) and is prefixed with 'cl'. The 'segment_id' indicates the segment of the OSM coastline split by a UTM grid, prefixed with 's'. The 'interpolated_distance' represents the distance from the starting point of the coastline to the transect, interpolated along the segment, and is prefixed with 'tr'. The complete structure is 'cl[coastline_id]s[segment_id]tr[interpolated_distance]', exemplified by 'cl32946s04tr08168547'. This composition ensures each transect name is a distinct and informative representation of its geographical and spatial attributes."
+      },
+      {
+        "name": "obs_group",
+        "type": "int64",
+        "description": "Group of shoreline position observations from the same Shoreline Monitor shoreline linestring. The observations on the group are considered to find the representative shoreline position."
+      },
+      {
+        "name": "source_file",
+        "type": "string",
+        "description": "Indicates Shoreline Monitor BOX and file source."
+      },
+      {
+        "name": "utm_crs",
+        "type": "int64",
+        "description": "EPSG code representing the UTM Coordinate Reference System for the shoreline position observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Well-Known Binary (WKB) representation of the shoreline position as a point geometry."
+      },
+      {
+        "name": "lon",
+        "type": "float",
+        "description": "Longitude of the shoreline position observation."
+      },
+      {
+        "name": "lat",
+        "type": "float",
+        "description": "Latitude of the shoreline position observation."
+      },
+      {
+        "name": "shoreline_chainage",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the transect origin in meter."
+      },
+      {
+        "name": "shoreline_position",
+        "type": "float",
+        "description": "Represent the shoreline position in reference to the last non-outlier primary observation on each transect in meter."
+      },
+      {
+        "name": "shoreline_sinuosity",
+        "type": "float",
+        "description": "Indicates the sinuosity of the source ShorelineMonitor coastline. The Sinuosity calculates the ratio between total coastline length to a straight line from coastline's start point to end point."
+      },
+      {
+        "name": "is_shoal",
+        "type": "bool",
+        "description": "Indicate whether the shoreline observation lies on a very small island. This criteria is based on the GCTS's properties. The column indicates true for shoreline point observation on closed coastline transect with length less than 10 km."
+      },
+      {
+        "name": "obs_group_stdev",
+        "type": "float",
+        "description": "Standard deviation of the observations within an observation group, providing a measure of variability or dispersion among the data points."
+      },
+      {
+        "name": "obs_group_range",
+        "type": "float",
+        "description": "Range between the minimum and maximum observations within an observation group, highlighting the spread of values."
+      },
+      {
+        "name": "obs_group_count",
+        "type": "int64",
+        "description": "Total number of observations within a group, indicating the volume of data points collected for a specific transect."
+      },
+      {
+        "name": "obs_is_primary",
+        "type": "bool",
+        "description": "Boolean flag indicating whether the observation is considered the primary data point for its respective year and transect, typically representing the most reliable or significant observation."
+      },
+      {
+        "name": "obs_is_qa",
+        "type": "bool",
+        "description": "Boolean flag representing whether the observation has passed quality assurance checks, ensuring data integrity and reliability."
+      },
+      {
+        "name": "obs_is_outlier",
+        "type": "float",
+        "description": "Boolean indicator of whether an observation is categorized as an outlier based on a specific statistical method, such as the Median Absolute Deviation."
+      },
+      {
+        "name": "obs_primary_mdn",
+        "type": "float",
+        "description": "Median of the primary observations for shoreline positions, providing a central value that minimizes the effect of outliers and skewed data."
+      },
+      {
+        "name": "obs_baseline",
+        "type": "float"
+      },
+      {
+        "name": "obs_count",
+        "type": "float",
+        "description": "Total count of observations recorded, reflecting the comprehensive dataset collected over time for the analysis."
+      },
+      {
+        "name": "obs_primary_count",
+        "type": "float"
+      },
+      {
+        "name": "mdn_offset",
+        "type": "float",
+        "description": "Offset distance from the median of primary observations on the same transect, used to analyze deviations and trends in shoreline positions."
+      },
+      {
+        "name": "tr_is_qa",
+        "type": "bool",
+        "description": "Quality assurance flag for the transect, indicating whether the transect data meets predefined quality criteria."
+      },
+      {
+        "name": "tr_stdev",
+        "type": "float",
+        "description": "Standard deviation of observations across a transect, measuring the variability or spread of shoreline positions."
+      },
+      {
+        "name": "tr_range",
+        "type": "float",
+        "description": "Range of observations from minimum to maximum along a transect, illustrating the extent of shoreline positional changes."
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey code corresponding to the transect's origin at zoom level 12, based on the Bing Maps Tile System for spatial indexing and map visualization."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      }
+    ],
+    "proj:bbox": [
+      35.93293806988721,
+      63.77794708582905,
+      44.26136717724649,
+      66.4458680528831
+    ],
+    "proj:epsg": 4326,
+    "table:row_count": 906638,
+    "created": "2024-06-20T15:21:01.166363Z",
+    "datetime": "2024-06-08T00:00:00Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          44.26136717724649,
+          63.77794708582905
+        ],
+        [
+          44.26136717724649,
+          66.4458680528831
+        ],
+        [
+          35.93293806988721,
+          66.4458680528831
+        ],
+        [
+          35.93293806988721,
+          63.77794708582905
+        ],
+        [
+          44.26136717724649,
+          63.77794708582905
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-derived shoreline raw series"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-raw-series/release/2024-06-08/box_211.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Raw Series",
+      "description": "Parquet dataset with ShorlineMonitor Raw Series for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.93293806988721,
+    63.77794708582905,
+    44.26136717724649,
+    66.4458680528831
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-raw-series"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/collection.json b/current/shorelinemonitor-shorelines/collection.json
index e308b4b190..d60d923679 100644
--- a/current/shorelinemonitor-shorelines/collection.json
+++ b/current/shorelinemonitor-shorelines/collection.json
@@ -6,773 +6,718 @@
   "links": [
     {
       "rel": "license",
-      "href": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "href": "https://creativecommons.org/licenses/by/4.0/",
       "type": "text/html",
-      "title": "CC License"
+      "title": "CC BY 4.0 "
     },
     {
       "rel": "item",
-      "href": "./items/box_028_minx_-74.53_miny_-54.91_part_0.json",
+      "href": "./items/box_028_s51w076_part-2de99ab77ea5.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_028_minx_-75.79_miny_-54.2_part_0.json",
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       "type": "application/json"
     },
     {
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       "type": "application/json"
     },
     {
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       "type": "application/json"
     },
     {
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       "type": "application/json"
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     {
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       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_031_minx_-35.93_miny_-54.91_part_0.json",
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       "type": "application/json"
     },
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       "type": "application/json"
     },
     {
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-      "href": "./items/box_042_minx_165.63_miny_-52.73_part_0.json",
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       "type": "application/json"
     },
     {
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-      "href": "./items/box_050_minx_-75.79_miny_-47.35_part_0.json",
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       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_051_minx_-71.86_miny_-47.35_part_0.json",
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       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_052_minx_-53.9_miny_-34.45_part_0.json",
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       "type": "application/json"
     },
     {
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-      "href": "./items/box_054_minx_-12.63_miny_-40.49_part_0.json",
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       "type": "application/json"
     },
     {
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       "type": "application/json"
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       "type": "application/json"
     },
     {
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       "type": "application/json"
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       "type": "application/json"
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     {
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+      "href": "./items/box_168_n37e054_part-530042bf8cc0.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_165_minx_10.02_miny_33.79_part_0.json",
+      "href": "./items/box_171_n34e117_part-2c4272fecc7f.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_166_minx_17.97_miny_34.94_part_0.json",
+      "href": "./items/box_172_n34e126_part-7fb79cd4468a.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_166_minx_17.97_miny_36.39_part_0.json",
+      "href": "./items/box_172_n34e132_part-810ee82a43e0.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_166_minx_22.89_miny_33.79_part_0.json",
+      "href": "./items/box_172_n37e126_part-393cd0afa137.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_167_minx_35.93_miny_34.25_part_0.json",
+      "href": "./items/box_173_n43e144_part-667c0afdf48d.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_167_minx_35.93_miny_40.92_part_0.json",
+      "href": "./items/box_179_n49w129_part-10e73e7e5c7d.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_168_minx_53.9_miny_36.78_part_0.json",
+      "href": "./items/box_179_n51w132_part-4985348fb232.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_171_minx_117.34_miny_33.79_part_0.json",
+      "href": "./items/box_179_n53w134_part-2d461ea060ac.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_172_minx_125.76_miny_33.79_part_0.json",
+      "href": "./items/box_179_n56w137_part-f2a32bae5d46.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_172_minx_126.12_miny_34.25_part_0.json",
+      "href": "./items/box_180_n47w126_part-27f14475276e.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_172_minx_129.65_miny_33.79_part_0.json",
+      "href": "./items/box_181_n57w093_part-8ddbceadcbeb.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_172_minx_135.01_miny_33.79_part_0.json",
+      "href": "./items/box_182_n51w090_part-5a9ed00c49e0.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_173_minx_143.73_miny_42.59_part_0.json",
+      "href": "./items/box_183_n47w056_part-943cad27fe06.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_179_minx_-127.92_miny_49.06_part_0.json",
+      "href": "./items/box_183_n47w068_part-5bbfd36f4f83.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_179_minx_-131.66_miny_49.37_part_0.json",
+      "href": "./items/box_183_n47w071_part-94d9a4b41eec.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_179_minx_-134.42_miny_52.41_part_0.json",
+      "href": "./items/box_184_n47w054_part-e86ee27e8ebf.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_179_minx_-136.71_miny_55.71_part_0.json",
+      "href": "./items/box_186_n47w011_part-8440bb43b292.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_180_minx_-123.52_miny_47.35_part_0.json",
+      "href": "./items/box_186_n52w010_part-fc9d1d73e40b.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_180_minx_-125.76_miny_47.35_part_0.json",
+      "href": "./items/box_187_n49e000_part-0aafb2f7a216.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_181_minx_-92.92_miny_56.95_part_0.json",
+      "href": "./items/box_187_n52e000_part-950d2ea2b98f.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_182_minx_-89.83_miny_51.02_part_0.json",
+      "href": "./items/box_188_n54e018_part-5827c79c709e.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_183_minx_-67.44_miny_48.92_part_0.json",
+      "href": "./items/box_194_n47e135_part-2435b85baec4.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_183_minx_-67.49_miny_47.35_part_0.json",
+      "href": "./items/box_195_n47e144_part-f5cdb2d17d66.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_183_minx_-70.74_miny_47.35_part_0.json",
+      "href": "./items/box_203_n58w095_part-fded77523f19.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_184_minx_-53.9_miny_47.35_part_0.json",
+      "href": "./items/box_207_n63w025_part-8f9d3a9b2c8d.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_186_minx_-10.32_miny_48.85_part_0.json",
+      "href": "./items/box_208_n58w018_part-e4e72a8d5e0a.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_186_minx_-10.67_miny_47.35_part_0.json",
+      "href": "./items/box_209_n58e005_part-5f214fd7d563.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_187_minx_0.0_miny_49.22_part_0.json",
+      "href": "./items/box_209_n59e005_part-d344b8bb8225.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_187_minx_0.0_miny_52.41_part_0.json",
+      "href": "./items/box_209_n62e004_part-3da3de9ff452.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_187_minx_16.88_miny_54.42_part_0.json",
+      "href": "./items/box_210_n58e018_part-eba518656b4f.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_188_minx_17.97_miny_54.09_part_0.json",
+      "href": "./items/box_210_n58e022_part-47971fb84e5f.json",
       "type": "application/json"
     },
     {
       "rel": "item",
-      "href": "./items/box_194_minx_135.03_miny_47.35_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_194_minx_142.03_miny_47.35_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_195_minx_143.73_miny_47.35_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_203_minx_-94.88_miny_58.16_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_207_minx_-24.7_miny_63.35_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_208_minx_-17.97_miny_58.16_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_209_minx_4.49_miny_58.35_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_209_minx_4.51_miny_58.46_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_209_minx_5.33_miny_58.16_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_210_minx_17.97_miny_58.16_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_210_minx_22.5_miny_58.16_part_0.json",
-      "type": "application/json"
-    },
-    {
-      "rel": "item",
-      "href": "./items/box_211_minx_35.93_miny_63.73_part_0.json",
+      "href": "./items/box_211_n64e036_part-f2cba72377c4.json",
       "type": "application/json"
     },
     {
@@ -807,49 +752,84 @@
       },
       "table:columns": [
         {
-          "name": "box_id",
+          "name": "shoreline_name",
           "type": "string",
-          "description": "Unique identifier for the shoreline box within the ShorelineMonitor global box system."
+          "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
         },
         {
           "name": "time",
-          "type": "timestamp[ns]",
-          "description": "Observation year of the shoreline, represented as a timestamp."
+          "type": "datetime64[ns]",
+          "description": "Timestamp of the shoreline observation."
         },
         {
           "name": "geometry",
-          "type": "binary",
-          "description": "Satellite-derived shoreline geometry as linestrings, encoded in Well-Known Binary (WKB) format."
+          "type": "geometry",
+          "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+        },
+        {
+          "name": "determination_times",
+          "type": "object",
+          "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
         },
         {
-          "name": "source_file",
+          "name": "start_datetime",
           "type": "string",
-          "description": "Original geojson file name from which the shoreline data was extracted."
+          "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
         },
         {
-          "name": "group",
-          "type": "int64",
-          "description": "Identifier for multi-linestring segments within the source ShorelineMonitor data."
+          "name": "end_datetime",
+          "type": "string",
+          "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+        },
+        {
+          "name": "otsu_threshold",
+          "type": "float32",
+          "description": "Threshold value determined by Otsu's method for image binarization."
         },
         {
-          "name": "bounding_quadkey",
+          "name": "otsu_separability",
+          "type": "float32",
+          "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+        },
+        {
+          "name": "qa_cloud_cover",
+          "type": "object",
+          "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+        },
+        {
+          "name": "image_id",
           "type": "string",
-          "description": "QuadKey for spatial indexing, corresponding to the shoreline segment's bounding quadtile."
+          "description": "Identifier for the source composite image used to derive the shoreline."
         },
         {
-          "name": "quadkey",
+          "name": "box_id",
+          "type": "string",
+          "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+        },
+        {
+          "name": "source_filename",
           "type": "string",
-          "description": "QuadKey for spatial indexing, corresponding to interpolated point midway along the shoreline segment."
+          "description": "Name of the original file from which shoreline data was processed."
+        },
+        {
+          "name": "group",
+          "type": "int32",
+          "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
         },
         {
           "name": "bbox",
-          "type": "struct<minx: double, miny: double, maxx: double, maxy: double>",
+          "type": "object",
           "description": "Geographic bounding box of the shoreline, specified by min/max longitude (x) and latitude (y) coordinates."
+        },
+        {
+          "name": "quadkey",
+          "type": "string",
+          "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
         }
       ]
     }
   },
-  "root_url": "az://shorelinemonitor/release/2024-02-26",
+  "root_url": "az://shorelinemonitor-shorelines/release/2024-06-17",
   "sci:citation": "Luijendijk/Kras/Calkoen in progress. ",
   "version": "2.0.1",
   "title": "ShorelineMonitor: Satellite-Derived Shorelines",
@@ -868,12 +848,12 @@
       "interval": [
         [
           "1984-01-01T00:00:00Z",
-          "2024-03-25T15:08:38.410614Z"
+          "2024-06-18T14:50:16.930849Z"
         ]
       ]
     }
   },
-  "license": "ODbL-1.0",
+  "license": "CC-BY-4.0",
   "keywords": [
     "Satellite-Derived Shorelines",
     "SDS",
@@ -902,7 +882,7 @@
       "title": "Thumbnail"
     },
     "geoparquet-stac-items": {
-      "href": "az://shorelinemonitor/release/2024-02-26/geoparquet-stac-items.parquet",
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/geoparquet-stac-items.parquet",
       "type": "application/vnd.apache.parquet",
       "title": "GeoParquet STAC items",
       "description": "Snapshot of the collection's STAC items exported to GeoParquet format.",
diff --git a/current/shorelinemonitor-shorelines/items/box_028_s51w076_part-2de99ab77ea5.json b/current/shorelinemonitor-shorelines/items/box_028_s51w076_part-2de99ab77ea5.json
new file mode 100644
index 0000000000..ea5a055ba3
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_028_s51w076_part-2de99ab77ea5.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_028_s51w076_part-2de99ab77ea5",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -75.794985,
+      -50.843807,
+      -72.988452,
+      -47.35392
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 140540,
+    "datetime": "2024-06-18T13:25:44.988345Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -72.988452,
+          -50.843807
+        ],
+        [
+          -72.988452,
+          -47.35392
+        ],
+        [
+          -75.794985,
+          -47.35392
+        ],
+        [
+          -75.794985,
+          -50.843807
+        ],
+        [
+          -72.988452,
+          -50.843807
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=028/s51w076_part-2de99ab77ea5.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -75.794985,
+    -50.843807,
+    -72.988452,
+    -47.35392
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_028_s54w076_part-4ef053bc493c.json b/current/shorelinemonitor-shorelines/items/box_028_s54w076_part-4ef053bc493c.json
new file mode 100644
index 0000000000..2dae6e8cd2
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_028_s54w076_part-4ef053bc493c.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_028_s54w076_part-4ef053bc493c",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -75.794985,
+      -54.184025,
+      -71.865526,
+      -48.853678
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 146407,
+    "datetime": "2024-06-18T13:26:53.080515Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          -54.184025
+        ],
+        [
+          -71.865526,
+          -48.853678
+        ],
+        [
+          -75.794985,
+          -48.853678
+        ],
+        [
+          -75.794985,
+          -54.184025
+        ],
+        [
+          -71.865526,
+          -54.184025
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=028/s54w076_part-4ef053bc493c.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -75.794985,
+    -54.184025,
+    -71.865526,
+    -48.853678
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_028_s55w075_part-8dc4a28b20ee.json b/current/shorelinemonitor-shorelines/items/box_028_s55w075_part-8dc4a28b20ee.json
new file mode 100644
index 0000000000..f8e26ff7b0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_028_s55w075_part-8dc4a28b20ee.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_028_s55w075_part-8dc4a28b20ee",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -74.672155,
+      -54.906406,
+      -71.865526,
+      -52.412514
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 63333,
+    "datetime": "2024-06-18T13:28:12.214763Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          -54.906406
+        ],
+        [
+          -71.865526,
+          -52.412514
+        ],
+        [
+          -74.672155,
+          -52.412514
+        ],
+        [
+          -74.672155,
+          -54.906406
+        ],
+        [
+          -71.865526,
+          -54.906406
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=028/s55w075_part-8dc4a28b20ee.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -74.672155,
+    -54.906406,
+    -71.865526,
+    -52.412514
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_029_s56w068_part-6c50587cb5fd.json b/current/shorelinemonitor-shorelines/items/box_029_s56w068_part-6c50587cb5fd.json
new file mode 100644
index 0000000000..4dce377c2f
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_029_s56w068_part-6c50587cb5fd.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_029_s56w068_part-6c50587cb5fd",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -67.934789,
+      -56.020416,
+      -57.548626,
+      -50.844315
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 33599,
+    "datetime": "2024-06-18T13:28:39.688896Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -57.548626,
+          -56.020416
+        ],
+        [
+          -57.548626,
+          -50.844315
+        ],
+        [
+          -67.934789,
+          -50.844315
+        ],
+        [
+          -67.934789,
+          -56.020416
+        ],
+        [
+          -57.548626,
+          -56.020416
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=029/s56w068_part-6c50587cb5fd.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -67.934789,
+    -56.020416,
+    -57.548626,
+    -50.844315
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_029_s56w072_part-b9d41a3e50d5.json b/current/shorelinemonitor-shorelines/items/box_029_s56w072_part-b9d41a3e50d5.json
new file mode 100644
index 0000000000..2721ce4547
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_029_s56w072_part-b9d41a3e50d5.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_029_s56w072_part-b9d41a3e50d5",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      -55.776911,
+      -58.952308,
+      -47.35394
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 146337,
+    "datetime": "2024-06-18T13:28:53.470134Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -58.952308,
+          -55.776911
+        ],
+        [
+          -58.952308,
+          -47.35394
+        ],
+        [
+          -71.864888,
+          -47.35394
+        ],
+        [
+          -71.864888,
+          -55.776911
+        ],
+        [
+          -58.952308,
+          -55.776911
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=029/s56w072_part-b9d41a3e50d5.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    -55.776911,
+    -58.952308,
+    -47.35394
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_030_s55w038_part-1e8ff8edf87a.json b/current/shorelinemonitor-shorelines/items/box_030_s55w038_part-1e8ff8edf87a.json
new file mode 100644
index 0000000000..1dbf5f4747
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_030_s55w038_part-1e8ff8edf87a.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_030_s55w038_part-1e8ff8edf87a",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -38.45882,
+      -54.906406,
+      -35.932946,
+      -53.926677
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 16772,
+    "datetime": "2024-06-18T13:29:54.286997Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -35.932946,
+          -54.906406
+        ],
+        [
+          -35.932946,
+          -53.926677
+        ],
+        [
+          -38.45882,
+          -53.926677
+        ],
+        [
+          -38.45882,
+          -54.906406
+        ],
+        [
+          -35.932946,
+          -54.906406
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=030/s55w038_part-1e8ff8edf87a.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -38.45882,
+    -54.906406,
+    -35.932946,
+    -53.926677
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_031_s55w036_part-0df6dde043eb.json b/current/shorelinemonitor-shorelines/items/box_031_s55w036_part-0df6dde043eb.json
new file mode 100644
index 0000000000..0b982224f0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_031_s55w036_part-0df6dde043eb.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_031_s55w036_part-0df6dde043eb",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -35.932308,
+      -54.906405,
+      -35.652191,
+      -54.419727
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "2000-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 1007,
+    "datetime": "2024-06-18T13:30:00.564918Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -35.652191,
+          -54.906405
+        ],
+        [
+          -35.652191,
+          -54.419727
+        ],
+        [
+          -35.932308,
+          -54.419727
+        ],
+        [
+          -35.932308,
+          -54.906405
+        ],
+        [
+          -35.652191,
+          -54.906405
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=031/s55w036_part-0df6dde043eb.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -35.932308,
+    -54.906405,
+    -35.652191,
+    -54.419727
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_036_s50e068_part-ebe7a5be6875.json b/current/shorelinemonitor-shorelines/items/box_036_s50e068_part-ebe7a5be6875.json
new file mode 100644
index 0000000000..4a314b3713
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_036_s50e068_part-ebe7a5be6875.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_036_s50e068_part-ebe7a5be6875",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      68.496843,
+      -49.768187,
+      70.742057,
+      -48.66846
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 24250,
+    "datetime": "2024-06-18T13:30:01.667727Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          70.742057,
+          -49.768187
+        ],
+        [
+          70.742057,
+          -48.66846
+        ],
+        [
+          68.496843,
+          -48.66846
+        ],
+        [
+          68.496843,
+          -49.768187
+        ],
+        [
+          70.742057,
+          -49.768187
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=036/s50e068_part-ebe7a5be6875.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    68.496843,
+    -49.768187,
+    70.742057,
+    -48.66846
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_042_s53e166_part-2aeb98174742.json b/current/shorelinemonitor-shorelines/items/box_042_s53e166_part-2aeb98174742.json
new file mode 100644
index 0000000000..10415fdcff
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_042_s53e166_part-2aeb98174742.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_042_s53e166_part-2aeb98174742",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      165.627217,
+      -52.734301,
+      169.55648,
+      -47.921428
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2020-01-01T00:00:00Z",
+    "table:row_count": 623,
+    "datetime": "2024-06-18T13:30:11.233438Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          169.55648,
+          -52.734301
+        ],
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+          169.55648,
+          -47.921428
+        ],
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+          165.627217,
+          -47.921428
+        ],
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+          165.627217,
+          -52.734301
+        ],
+        [
+          169.55648,
+          -52.734301
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=042/s53e166_part-2aeb98174742.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    165.627217,
+    -52.734301,
+    169.55648,
+    -47.921428
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_045_s44w177_part-79eb983466b0.json b/current/shorelinemonitor-shorelines/items/box_045_s44w177_part-79eb983466b0.json
new file mode 100644
index 0000000000..42b8ee786e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_045_s44w177_part-79eb983466b0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_045_s44w177_part-79eb983466b0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -177.136208,
+      -44.423568,
+      -176.014019,
+      -43.616526
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 2372,
+    "datetime": "2024-06-18T13:30:12.076202Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -176.014019,
+          -44.423568
+        ],
+        [
+          -176.014019,
+          -43.616526
+        ],
+        [
+          -177.136208,
+          -43.616526
+        ],
+        [
+          -177.136208,
+          -44.423568
+        ],
+        [
+          -176.014019,
+          -44.423568
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=045/s44w177_part-79eb983466b0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -177.136208,
+    -44.423568,
+    -176.014019,
+    -43.616526
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_050_s47w076_part-9e06d7645a86.json b/current/shorelinemonitor-shorelines/items/box_050_s47w076_part-9e06d7645a86.json
new file mode 100644
index 0000000000..b39a3d5710
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_050_s47w076_part-9e06d7645a86.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_050_s47w076_part-9e06d7645a86",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -75.788135,
+      -47.137469,
+      -71.865526,
+      -33.79445
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 125842,
+    "datetime": "2024-06-18T13:30:14.397696Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          -47.137469
+        ],
+        [
+          -71.865526,
+          -33.79445
+        ],
+        [
+          -75.788135,
+          -33.79445
+        ],
+        [
+          -75.788135,
+          -47.137469
+        ],
+        [
+          -71.865526,
+          -47.137469
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=050/s47w076_part-9e06d7645a86.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -75.788135,
+    -47.137469,
+    -71.865526,
+    -33.79445
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_050_s47w076_part-bef9f75d95a1.json b/current/shorelinemonitor-shorelines/items/box_050_s47w076_part-bef9f75d95a1.json
new file mode 100644
index 0000000000..62eafb8d02
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_050_s47w076_part-bef9f75d95a1.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_050_s47w076_part-bef9f75d95a1",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -75.650616,
+      -47.353544,
+      -72.707696,
+      -45.040841
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 24734,
+    "datetime": "2024-06-18T13:31:34.727810Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -72.707696,
+          -47.353544
+        ],
+        [
+          -72.707696,
+          -45.040841
+        ],
+        [
+          -75.650616,
+          -45.040841
+        ],
+        [
+          -75.650616,
+          -47.353544
+        ],
+        [
+          -72.707696,
+          -47.353544
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=050/s47w076_part-bef9f75d95a1.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -75.650616,
+    -47.353544,
+    -72.707696,
+    -45.040841
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_051_s47w072_part-81e4dea7d8e5.json b/current/shorelinemonitor-shorelines/items/box_051_s47w072_part-81e4dea7d8e5.json
new file mode 100644
index 0000000000..82250c702c
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_051_s47w072_part-81e4dea7d8e5.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_051_s47w072_part-81e4dea7d8e5",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      -47.353511,
+      -53.899188,
+      -33.785578
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 67912,
+    "datetime": "2024-06-18T13:31:45.258451Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.899188,
+          -47.353511
+        ],
+        [
+          -53.899188,
+          -33.785578
+        ],
+        [
+          -71.864888,
+          -33.785578
+        ],
+        [
+          -71.864888,
+          -47.353511
+        ],
+        [
+          -53.899188,
+          -47.353511
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=051/s47w072_part-81e4dea7d8e5.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    -47.353511,
+    -53.899188,
+    -33.785578
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_052_s34w054_part-d08c14d0b369.json b/current/shorelinemonitor-shorelines/items/box_052_s34w054_part-d08c14d0b369.json
new file mode 100644
index 0000000000..59e706df95
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_052_s34w054_part-d08c14d0b369.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_052_s34w054_part-d08c14d0b369",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -53.898549,
+      -34.448937,
+      -53.416269,
+      -33.785574
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 618,
+    "datetime": "2024-06-18T13:32:14.104498Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.416269,
+          -34.448937
+        ],
+        [
+          -53.416269,
+          -33.785574
+        ],
+        [
+          -53.898549,
+          -33.785574
+        ],
+        [
+          -53.898549,
+          -34.448937
+        ],
+        [
+          -53.416269,
+          -34.448937
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=052/s34w054_part-d08c14d0b369.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.898549,
+    -34.448937,
+    -53.416269,
+    -33.785574
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_054_s40w013_part-476b962913f4.json b/current/shorelinemonitor-shorelines/items/box_054_s40w013_part-476b962913f4.json
new file mode 100644
index 0000000000..cdcfd33e91
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_054_s40w013_part-476b962913f4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_054_s40w013_part-476b962913f4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -12.632288,
+      -40.487421,
+      -9.825755,
+      -36.9888
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "2013-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 443,
+    "datetime": "2024-06-18T13:32:15.201953Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -9.825755,
+          -40.487421
+        ],
+        [
+          -9.825755,
+          -36.9888
+        ],
+        [
+          -12.632288,
+          -36.9888
+        ],
+        [
+          -12.632288,
+          -40.487421
+        ],
+        [
+          -9.825755,
+          -40.487421
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=054/s40w013_part-476b962913f4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -12.632288,
+    -40.487421,
+    -9.825755,
+    -36.9888
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_056_s35e018_part-848bcb4d4fe6.json b/current/shorelinemonitor-shorelines/items/box_056_s35e018_part-848bcb4d4fe6.json
new file mode 100644
index 0000000000..b0ee3ed41e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_056_s35e018_part-848bcb4d4fe6.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_056_s35e018_part-848bcb4d4fe6",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      18.247364,
+      -34.943563,
+      25.825822,
+      -33.785567
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 19862,
+    "datetime": "2024-06-18T13:32:16.124729Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          25.825822,
+          -34.943563
+        ],
+        [
+          25.825822,
+          -33.785567
+        ],
+        [
+          18.247364,
+          -33.785567
+        ],
+        [
+          18.247364,
+          -34.943563
+        ],
+        [
+          25.825822,
+          -34.943563
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=056/s35e018_part-848bcb4d4fe6.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    18.247364,
+    -34.943563,
+    25.825822,
+    -33.785567
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_061_s35e115_part-0bf1ffd365d0.json b/current/shorelinemonitor-shorelines/items/box_061_s35e115_part-0bf1ffd365d0.json
new file mode 100644
index 0000000000..862cc3ceaf
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_061_s35e115_part-0bf1ffd365d0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_061_s35e115_part-0bf1ffd365d0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      114.816225,
+      -35.173427,
+      123.763638,
+      -33.78558
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 14060,
+    "datetime": "2024-06-18T13:32:24.155012Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          123.763638,
+          -35.173427
+        ],
+        [
+          123.763638,
+          -33.78558
+        ],
+        [
+          114.816225,
+          -33.78558
+        ],
+        [
+          114.816225,
+          -35.173427
+        ],
+        [
+          123.763638,
+          -35.173427
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=061/s35e115_part-0bf1ffd365d0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    114.816225,
+    -35.173427,
+    123.763638,
+    -33.78558
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_062_s39e134_part-b54c7a04cf73.json b/current/shorelinemonitor-shorelines/items/box_062_s39e134_part-b54c7a04cf73.json
new file mode 100644
index 0000000000..9fe68005f1
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_062_s39e134_part-b54c7a04cf73.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_062_s39e134_part-b54c7a04cf73",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      134.240203,
+      -38.979455,
+      143.730142,
+      -33.78556
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 23970,
+    "datetime": "2024-06-18T13:32:30.463952Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.730142,
+          -38.979455
+        ],
+        [
+          143.730142,
+          -33.78556
+        ],
+        [
+          134.240203,
+          -33.78556
+        ],
+        [
+          134.240203,
+          -38.979455
+        ],
+        [
+          143.730142,
+          -38.979455
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=062/s39e134_part-b54c7a04cf73.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    134.240203,
+    -38.979455,
+    143.730142,
+    -33.78556
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_063_s44e144_part-e47402c494fe.json b/current/shorelinemonitor-shorelines/items/box_063_s44e144_part-e47402c494fe.json
new file mode 100644
index 0000000000..735746c9f9
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_063_s44e144_part-e47402c494fe.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_063_s44e144_part-e47402c494fe",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      143.73078,
+      -43.819038,
+      151.307906,
+      -33.785566
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 54070,
+    "datetime": "2024-06-18T13:32:43.265196Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          151.307906,
+          -43.819038
+        ],
+        [
+          151.307906,
+          -33.785566
+        ],
+        [
+          143.73078,
+          -33.785566
+        ],
+        [
+          143.73078,
+          -43.819038
+        ],
+        [
+          151.307906,
+          -43.819038
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=063/s44e144_part-e47402c494fe.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73078,
+    -43.819038,
+    151.307906,
+    -33.785566
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_064_s47e166_part-d0bb975482f9.json b/current/shorelinemonitor-shorelines/items/box_064_s47e166_part-d0bb975482f9.json
new file mode 100644
index 0000000000..09743d8a9d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_064_s47e166_part-d0bb975482f9.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_064_s47e166_part-d0bb975482f9",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      166.192846,
+      -47.33986,
+      178.539892,
+      -34.392994
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 120382,
+    "datetime": "2024-06-18T13:33:10.757471Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          178.539892,
+          -47.33986
+        ],
+        [
+          178.539892,
+          -34.392994
+        ],
+        [
+          166.192846,
+          -34.392994
+        ],
+        [
+          166.192846,
+          -47.33986
+        ],
+        [
+          178.539892,
+          -47.33986
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=064/s47e166_part-d0bb975482f9.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    166.192846,
+    -47.33986,
+    178.539892,
+    -34.392994
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_067_s22w180_part-20d49207d373.json b/current/shorelinemonitor-shorelines/items/box_067_s22w180_part-20d49207d373.json
new file mode 100644
index 0000000000..b58267c86a
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_067_s22w180_part-20d49207d373.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_067_s22w180_part-20d49207d373",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -179.662722,
+      -21.642997,
+      -169.55741,
+      -17.679253
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1991-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 5015,
+    "datetime": "2024-06-18T13:34:04.212555Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -169.55741,
+          -21.642997
+        ],
+        [
+          -169.55741,
+          -17.679253
+        ],
+        [
+          -179.662722,
+          -17.679253
+        ],
+        [
+          -179.662722,
+          -21.642997
+        ],
+        [
+          -169.55741,
+          -21.642997
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=067/s22w180_part-20d49207d373.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -179.662722,
+    -21.642997,
+    -169.55741,
+    -17.679253
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_068_s28w160_part-46335415a342.json b/current/shorelinemonitor-shorelines/items/box_068_s28w160_part-46335415a342.json
new file mode 100644
index 0000000000..7d01259376
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_068_s28w160_part-46335415a342.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_068_s28w160_part-46335415a342",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -159.830942,
+      -27.75983,
+      -144.011537,
+      -17.679263
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 897,
+    "datetime": "2024-06-18T13:34:06.637805Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -144.011537,
+          -27.75983
+        ],
+        [
+          -144.011537,
+          -17.679263
+        ],
+        [
+          -159.830942,
+          -17.679263
+        ],
+        [
+          -159.830942,
+          -27.75983
+        ],
+        [
+          -144.011537,
+          -27.75983
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=068/s28w160_part-46335415a342.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -159.830942,
+    -27.75983,
+    -144.011537,
+    -17.679263
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_070_s27w109_part-51f085de13ce.json b/current/shorelinemonitor-shorelines/items/box_070_s27w109_part-51f085de13ce.json
new file mode 100644
index 0000000000..aab8e984ee
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_070_s27w109_part-51f085de13ce.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_070_s27w109_part-51f085de13ce",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -109.479113,
+      -27.206458,
+      -109.227331,
+      -27.031213
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "2001-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 34,
+    "datetime": "2024-06-18T13:34:07.719600Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -109.227331,
+          -27.206458
+        ],
+        [
+          -109.227331,
+          -27.031213
+        ],
+        [
+          -109.479113,
+          -27.031213
+        ],
+        [
+          -109.479113,
+          -27.206458
+        ],
+        [
+          -109.227331,
+          -27.206458
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=070/s27w109_part-51f085de13ce.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -109.479113,
+    -27.206458,
+    -109.227331,
+    -27.031213
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_073_s34w072_part-7c0ebe523a38.json b/current/shorelinemonitor-shorelines/items/box_073_s34w072_part-7c0ebe523a38.json
new file mode 100644
index 0000000000..286f4f048e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_073_s34w072_part-7c0ebe523a38.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_073_s34w072_part-7c0ebe523a38",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      -33.785024,
+      -69.900429,
+      -17.679271
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 46032,
+    "datetime": "2024-06-18T13:34:08.350414Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -69.900429,
+          -33.785024
+        ],
+        [
+          -69.900429,
+          -17.679271
+        ],
+        [
+          -71.864888,
+          -17.679271
+        ],
+        [
+          -71.864888,
+          -33.785024
+        ],
+        [
+          -69.900429,
+          -33.785024
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=073/s34w072_part-7c0ebe523a38.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    -33.785024,
+    -69.900429,
+    -17.679271
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_074_s34w054_part-7608642a35e8.json b/current/shorelinemonitor-shorelines/items/box_074_s34w054_part-7608642a35e8.json
new file mode 100644
index 0000000000..25243ba701
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_074_s34w054_part-7608642a35e8.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_074_s34w054_part-7608642a35e8",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -53.617891,
+      -33.785015,
+      -39.135563,
+      -17.679253
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 76635,
+    "datetime": "2024-06-18T13:34:26.342685Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -39.135563,
+          -33.785015
+        ],
+        [
+          -39.135563,
+          -17.679253
+        ],
+        [
+          -53.617891,
+          -17.679253
+        ],
+        [
+          -53.617891,
+          -33.785015
+        ],
+        [
+          -39.135563,
+          -33.785015
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=074/s34w054_part-7608642a35e8.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.617891,
+    -33.785015,
+    -39.135563,
+    -17.679253
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_077_s33e012_part-b0839734fbb3.json b/current/shorelinemonitor-shorelines/items/box_077_s33e012_part-b0839734fbb3.json
new file mode 100644
index 0000000000..3443cd1fb5
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_077_s33e012_part-b0839734fbb3.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_077_s33e012_part-b0839734fbb3",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      11.510006,
+      -33.301869,
+      17.965971,
+      -17.679261
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 20129,
+    "datetime": "2024-06-18T13:34:57.529216Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965971,
+          -33.301869
+        ],
+        [
+          17.965971,
+          -17.679261
+        ],
+        [
+          11.510006,
+          -17.679261
+        ],
+        [
+          11.510006,
+          -33.301869
+        ],
+        [
+          17.965971,
+          -33.301869
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=077/s33e012_part-b0839734fbb3.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    11.510006,
+    -33.301869,
+    17.965971,
+    -17.679261
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_078_s34e018_part-1872423bb1fb.json b/current/shorelinemonitor-shorelines/items/box_078_s34e018_part-1872423bb1fb.json
new file mode 100644
index 0000000000..1dd7203304
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_078_s34e018_part-1872423bb1fb.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_078_s34e018_part-1872423bb1fb",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      17.966609,
+      -33.785024,
+      35.932308,
+      -18.748316
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 46350,
+    "datetime": "2024-06-18T13:35:05.481361Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932308,
+          -33.785024
+        ],
+        [
+          35.932308,
+          -18.748316
+        ],
+        [
+          17.966609,
+          -18.748316
+        ],
+        [
+          17.966609,
+          -33.785024
+        ],
+        [
+          35.932308,
+          -33.785024
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=078/s34e018_part-1872423bb1fb.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.966609,
+    -33.785024,
+    35.932308,
+    -18.748316
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_079_s26e036_part-1d5616f4e8db.json b/current/shorelinemonitor-shorelines/items/box_079_s26e036_part-1d5616f4e8db.json
new file mode 100644
index 0000000000..4bf915c1c6
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_079_s26e036_part-1d5616f4e8db.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_079_s26e036_part-1d5616f4e8db",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      35.932946,
+      -25.607262,
+      49.687697,
+      -17.679252
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 38039,
+    "datetime": "2024-06-18T13:35:29.429987Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          49.687697,
+          -25.607262
+        ],
+        [
+          49.687697,
+          -17.679252
+        ],
+        [
+          35.932946,
+          -17.679252
+        ],
+        [
+          35.932946,
+          -25.607262
+        ],
+        [
+          49.687697,
+          -25.607262
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=079/s26e036_part-1d5616f4e8db.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.932946,
+    -25.607262,
+    49.687697,
+    -17.679252
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_080_s22e055_part-26c4a29e36e3.json b/current/shorelinemonitor-shorelines/items/box_080_s22e055_part-26c4a29e36e3.json
new file mode 100644
index 0000000000..d8a9c35339
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_080_s22e055_part-26c4a29e36e3.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_080_s22e055_part-26c4a29e36e3",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      55.022117,
+      -21.642994,
+      63.723936,
+      -19.541486
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 2667,
+    "datetime": "2024-06-18T13:35:57.550190Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          63.723936,
+          -21.642994
+        ],
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+          63.723936,
+          -19.541486
+        ],
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+          -19.541486
+        ],
+        [
+          55.022117,
+          -21.642994
+        ],
+        [
+          63.723936,
+          -21.642994
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=080/s22e055_part-26c4a29e36e3.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    55.022117,
+    -21.642994,
+    63.723936,
+    -19.541486
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_083_s34e113_part-fbcd0e1c4269.json b/current/shorelinemonitor-shorelines/items/box_083_s34e113_part-fbcd0e1c4269.json
new file mode 100644
index 0000000000..9395718ea0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_083_s34e113_part-fbcd0e1c4269.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_083_s34e113_part-fbcd0e1c4269",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      112.920752,
+      -33.78502,
+      125.763805,
+      -17.679255
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 44951,
+    "datetime": "2024-06-18T13:35:59.661069Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.763805,
+          -33.78502
+        ],
+        [
+          125.763805,
+          -17.679255
+        ],
+        [
+          112.920752,
+          -17.679255
+        ],
+        [
+          112.920752,
+          -33.78502
+        ],
+        [
+          125.763805,
+          -33.78502
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=083/s34e113_part-fbcd0e1c4269.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    112.920752,
+    -33.78502,
+    125.763805,
+    -17.679255
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_084_s34e126_part-283baec2cebe.json b/current/shorelinemonitor-shorelines/items/box_084_s34e126_part-283baec2cebe.json
new file mode 100644
index 0000000000..b46cd638f4
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_084_s34e126_part-283baec2cebe.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_084_s34e126_part-283baec2cebe",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      125.764444,
+      -33.785024,
+      140.642216,
+      -17.67925
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 13800,
+    "datetime": "2024-06-18T13:36:19.054324Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
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+        [
+          140.642216,
+          -33.785024
+        ],
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+          140.642216,
+          -17.67925
+        ],
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+        ],
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+          125.764444,
+          -33.785024
+        ],
+        [
+          140.642216,
+          -33.785024
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=084/s34e126_part-283baec2cebe.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.764444,
+    -33.785024,
+    140.642216,
+    -17.67925
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_085_s34e146_part-d35dc07b7ca5.json b/current/shorelinemonitor-shorelines/items/box_085_s34e146_part-d35dc07b7ca5.json
new file mode 100644
index 0000000000..157d8dd9a0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_085_s34e146_part-d35dc07b7ca5.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_085_s34e146_part-d35dc07b7ca5",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
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+      -33.785018,
+      153.638496,
+      -17.679282
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 43525,
+    "datetime": "2024-06-18T13:36:26.176964Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          153.638496,
+          -33.785018
+        ],
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+          -17.679282
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+        ],
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+          -33.785018
+        ],
+        [
+          153.638496,
+          -33.785018
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=085/s34e146_part-d35dc07b7ca5.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    145.976537,
+    -33.785018,
+    153.638496,
+    -17.679282
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_086_s23e163_part-0a0265db326d.json b/current/shorelinemonitor-shorelines/items/box_086_s23e163_part-0a0265db326d.json
new file mode 100644
index 0000000000..ed42e2514d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_086_s23e163_part-0a0265db326d.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_086_s23e163_part-0a0265db326d",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      163.381363,
+      -22.94168,
+      179.66272,
+      -17.67925
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1990-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 27213,
+    "datetime": "2024-06-18T13:36:50.359561Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          179.66272,
+          -22.94168
+        ],
+        [
+          179.66272,
+          -17.67925
+        ],
+        [
+          163.381363,
+          -17.67925
+        ],
+        [
+          163.381363,
+          -22.94168
+        ],
+        [
+          179.66272,
+          -22.94168
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=086/s23e163_part-0a0265db326d.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    163.381363,
+    -22.94168,
+    179.66272,
+    -17.67925
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_089_s17w180_part-816428e11469.json b/current/shorelinemonitor-shorelines/items/box_089_s17w180_part-816428e11469.json
new file mode 100644
index 0000000000..6d8931d369
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_089_s17w180_part-816428e11469.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_089_s17w180_part-816428e11469",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -179.662722,
+      -17.472298,
+      -170.399577,
+      -2.525973
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1991-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 3379,
+    "datetime": "2024-06-18T13:37:00.315701Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -170.399577,
+          -17.472298
+        ],
+        [
+          -170.399577,
+          -2.525973
+        ],
+        [
+          -179.662722,
+          -2.525973
+        ],
+        [
+          -179.662722,
+          -17.472298
+        ],
+        [
+          -170.399577,
+          -17.472298
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=089/s17w180_part-816428e11469.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -179.662722,
+    -17.472298,
+    -170.399577,
+    -2.525973
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_090_s18w155_part-0a69ebeb3eb4.json b/current/shorelinemonitor-shorelines/items/box_090_s18w155_part-0a69ebeb3eb4.json
new file mode 100644
index 0000000000..45d71094af
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_090_s18w155_part-0a69ebeb3eb4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_090_s18w155_part-0a69ebeb3eb4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -154.959116,
+      -17.678657,
+      -143.730786,
+      -14.170502
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 5898,
+    "datetime": "2024-06-18T13:37:02.228156Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -143.730786,
+          -17.678657
+        ],
+        [
+          -143.730786,
+          -14.170502
+        ],
+        [
+          -154.959116,
+          -14.170502
+        ],
+        [
+          -154.959116,
+          -17.678657
+        ],
+        [
+          -143.730786,
+          -17.678657
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=090/s18w155_part-0a69ebeb3eb4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -154.959116,
+    -17.678657,
+    -143.730786,
+    -14.170502
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_091_s18w144_part-2c8a34601939.json b/current/shorelinemonitor-shorelines/items/box_091_s18w144_part-2c8a34601939.json
new file mode 100644
index 0000000000..ea4d61aeab
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_091_s18w144_part-2c8a34601939.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_091_s18w144_part-2c8a34601939",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -143.730142,
+      -17.678542,
+      -138.303102,
+      -7.836029
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 5210,
+    "datetime": "2024-06-18T13:37:04.905651Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -138.303102,
+          -17.678542
+        ],
+        [
+          -138.303102,
+          -7.836029
+        ],
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+          -143.730142,
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+        ],
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+          -143.730142,
+          -17.678542
+        ],
+        [
+          -138.303102,
+          -17.678542
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=091/s18w144_part-2c8a34601939.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -143.730142,
+    -17.678542,
+    -138.303102,
+    -7.836029
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_093_s01w092_part-f1542a85fb61.json b/current/shorelinemonitor-shorelines/items/box_093_s01w092_part-f1542a85fb61.json
new file mode 100644
index 0000000000..199cc2b85e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_093_s01w092_part-f1542a85fb61.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_093_s01w092_part-f1542a85fb61",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -91.796226,
+      -1.40313,
+      -90.11262,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1985-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 5539,
+    "datetime": "2024-06-18T13:37:07.282427Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -90.11262,
+          -1.40313
+        ],
+        [
+          -90.11262,
+          -0.000368
+        ],
+        [
+          -91.796226,
+          -0.000368
+        ],
+        [
+          -91.796226,
+          -1.40313
+        ],
+        [
+          -90.11262,
+          -1.40313
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=093/s01w092_part-f1542a85fb61.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -91.796226,
+    -1.40313,
+    -90.11262,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_094_s17w090_part-cf9582b8fc69.json b/current/shorelinemonitor-shorelines/items/box_094_s17w090_part-cf9582b8fc69.json
new file mode 100644
index 0000000000..cf0b60c3e1
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_094_s17w090_part-cf9582b8fc69.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_094_s17w090_part-cf9582b8fc69",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -89.831225,
+      -17.411011,
+      -71.865527,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 65356,
+    "datetime": "2024-06-18T13:37:10.213372Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865527,
+          -17.411011
+        ],
+        [
+          -71.865527,
+          -0.000368
+        ],
+        [
+          -89.831225,
+          -0.000368
+        ],
+        [
+          -89.831225,
+          -17.411011
+        ],
+        [
+          -71.865527,
+          -17.411011
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=094/s17w090_part-cf9582b8fc69.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.831225,
+    -17.411011,
+    -71.865527,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_095_s18w072_part-cd2d5ba63927.json b/current/shorelinemonitor-shorelines/items/box_095_s18w072_part-cd2d5ba63927.json
new file mode 100644
index 0000000000..31f6d39bca
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_095_s18w072_part-cd2d5ba63927.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_095_s18w072_part-cd2d5ba63927",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      -17.678658,
+      -71.023355,
+      -16.875099
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 4002,
+    "datetime": "2024-06-18T13:37:33.127490Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.023355,
+          -17.678658
+        ],
+        [
+          -71.023355,
+          -16.875099
+        ],
+        [
+          -71.864888,
+          -16.875099
+        ],
+        [
+          -71.864888,
+          -17.678658
+        ],
+        [
+          -71.023355,
+          -17.678658
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=095/s18w072_part-cd2d5ba63927.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    -17.678658,
+    -71.023355,
+    -16.875099
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_096_s15w051_part-74804637a509.json b/current/shorelinemonitor-shorelines/items/box_096_s15w051_part-74804637a509.json
new file mode 100644
index 0000000000..203ba45b2d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_096_s15w051_part-74804637a509.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_096_s15w051_part-74804637a509",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -51.091379,
+      -15.255956,
+      -35.932946,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 113977,
+    "datetime": "2024-06-18T13:37:34.835339Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -35.932946,
+          -15.255956
+        ],
+        [
+          -35.932946,
+          -0.000368
+        ],
+        [
+          -51.091379,
+          -0.000368
+        ],
+        [
+          -51.091379,
+          -15.255956
+        ],
+        [
+          -35.932946,
+          -15.255956
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=096/s15w051_part-74804637a509.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -51.091379,
+    -15.255956,
+    -35.932946,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_096_s18w039_part-2d5d8360a247.json b/current/shorelinemonitor-shorelines/items/box_096_s18w039_part-2d5d8360a247.json
new file mode 100644
index 0000000000..8251204d52
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_096_s18w039_part-2d5d8360a247.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_096_s18w039_part-2d5d8360a247",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -39.300991,
+      -17.678657,
+      -38.787645,
+      -13.898225
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 8622,
+    "datetime": "2024-06-18T13:38:29.509008Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -38.787645,
+          -17.678657
+        ],
+        [
+          -38.787645,
+          -13.898225
+        ],
+        [
+          -39.300991,
+          -13.898225
+        ],
+        [
+          -39.300991,
+          -17.678657
+        ],
+        [
+          -38.787645,
+          -17.678657
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=096/s18w039_part-2d5d8360a247.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -39.300991,
+    -17.678657,
+    -38.787645,
+    -13.898225
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_097_s10w036_part-d85c1f3ae433.json b/current/shorelinemonitor-shorelines/items/box_097_s10w036_part-d85c1f3ae433.json
new file mode 100644
index 0000000000..e92a148eca
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_097_s10w036_part-d85c1f3ae433.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_097_s10w036_part-d85c1f3ae433",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -35.932308,
+      -9.896363,
+      -34.529361,
+      -4.782549
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 17443,
+    "datetime": "2024-06-18T13:38:33.104586Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -34.529361,
+          -9.896363
+        ],
+        [
+          -34.529361,
+          -4.782549
+        ],
+        [
+          -35.932308,
+          -4.782549
+        ],
+        [
+          -35.932308,
+          -9.896363
+        ],
+        [
+          -34.529361,
+          -9.896363
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=097/s10w036_part-d85c1f3ae433.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -35.932308,
+    -9.896363,
+    -34.529361,
+    -4.782549
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_099_s18e008_part-3a3ebe80d856.json b/current/shorelinemonitor-shorelines/items/box_099_s18e008_part-3a3ebe80d856.json
new file mode 100644
index 0000000000..bbd0842041
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_099_s18e008_part-3a3ebe80d856.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_099_s18e008_part-3a3ebe80d856",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      8.422073,
+      -17.678655,
+      14.035873,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 48767,
+    "datetime": "2024-06-18T13:38:39.910512Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          14.035873,
+          -17.678655
+        ],
+        [
+          14.035873,
+          -0.000368
+        ],
+        [
+          8.422073,
+          -0.000368
+        ],
+        [
+          8.422073,
+          -17.678655
+        ],
+        [
+          14.035873,
+          -17.678655
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=099/s18e008_part-3a3ebe80d856.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    8.422073,
+    -17.678655,
+    14.035873,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_101_s18e037_part-956a8e8901c8.json b/current/shorelinemonitor-shorelines/items/box_101_s18e037_part-956a8e8901c8.json
new file mode 100644
index 0000000000..89ddca989e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_101_s18e037_part-956a8e8901c8.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_101_s18e037_part-956a8e8901c8",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      37.055776,
+      -17.678658,
+      50.529964,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 119810,
+    "datetime": "2024-06-18T13:39:01.405168Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          50.529964,
+          -17.678658
+        ],
+        [
+          50.529964,
+          -0.000368
+        ],
+        [
+          37.055776,
+          -0.000368
+        ],
+        [
+          37.055776,
+          -17.678658
+        ],
+        [
+          50.529964,
+          -17.678658
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=101/s18e037_part-956a8e8901c8.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    37.055776,
+    -17.678658,
+    50.529964,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_102_s05e055_part-9d2c83f2667b.json b/current/shorelinemonitor-shorelines/items/box_102_s05e055_part-9d2c83f2667b.json
new file mode 100644
index 0000000000..3a4fb5ae92
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_102_s05e055_part-9d2c83f2667b.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_102_s05e055_part-9d2c83f2667b",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      55.30287,
+      -5.046153,
+      55.856428,
+      -4.276438
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 484,
+    "datetime": "2024-06-18T13:39:58.783055Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          55.856428,
+          -5.046153
+        ],
+        [
+          55.856428,
+          -4.276438
+        ],
+        [
+          55.30287,
+          -4.276438
+        ],
+        [
+          55.30287,
+          -5.046153
+        ],
+        [
+          55.856428,
+          -5.046153
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=102/s05e055_part-9d2c83f2667b.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    55.30287,
+    -5.046153,
+    55.856428,
+    -4.276438
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_103_s08e072_part-083a97938060.json b/current/shorelinemonitor-shorelines/items/box_103_s08e072_part-083a97938060.json
new file mode 100644
index 0000000000..e2c16bbc7d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_103_s08e072_part-083a97938060.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_103_s08e072_part-083a97938060",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      72.146281,
+      -7.557237,
+      73.268473,
+      -0.281026
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 975,
+    "datetime": "2024-06-18T13:39:59.660917Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          73.268473,
+          -7.557237
+        ],
+        [
+          73.268473,
+          -0.281026
+        ],
+        [
+          72.146281,
+          -0.281026
+        ],
+        [
+          72.146281,
+          -7.557237
+        ],
+        [
+          73.268473,
+          -7.557237
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=103/s08e072_part-083a97938060.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    72.146281,
+    -7.557237,
+    73.268473,
+    -0.281026
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_104_s08e098_part-b6b498af3999.json b/current/shorelinemonitor-shorelines/items/box_104_s08e098_part-b6b498af3999.json
new file mode 100644
index 0000000000..0b7b01074b
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_104_s08e098_part-b6b498af3999.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_104_s08e098_part-b6b498af3999",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      98.253569,
+      -7.824116,
+      107.797467,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 56057,
+    "datetime": "2024-06-18T13:40:00.817812Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          107.797467,
+          -7.824116
+        ],
+        [
+          107.797467,
+          -0.000368
+        ],
+        [
+          98.253569,
+          -0.000368
+        ],
+        [
+          98.253569,
+          -7.824116
+        ],
+        [
+          107.797467,
+          -7.824116
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=104/s08e098_part-b6b498af3999.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    98.253569,
+    -7.824116,
+    107.797467,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_105_s08e108_part-be3d6b16b3f7.json b/current/shorelinemonitor-shorelines/items/box_105_s08e108_part-be3d6b16b3f7.json
new file mode 100644
index 0000000000..539a5c3c63
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_105_s08e108_part-be3d6b16b3f7.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_105_s08e108_part-be3d6b16b3f7",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      107.798105,
+      -8.418374,
+      123.798708,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 116359,
+    "datetime": "2024-06-18T13:40:25.613403Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          123.798708,
+          -8.418374
+        ],
+        [
+          123.798708,
+          -0.000368
+        ],
+        [
+          107.798105,
+          -0.000368
+        ],
+        [
+          107.798105,
+          -8.418374
+        ],
+        [
+          123.798708,
+          -8.418374
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=105/s08e108_part-be3d6b16b3f7.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    107.798105,
+    -8.418374,
+    123.798708,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_105_s18e112_part-e66a60bb94c7.json b/current/shorelinemonitor-shorelines/items/box_105_s18e112_part-e66a60bb94c7.json
new file mode 100644
index 0000000000..96d8c9f9d0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_105_s18e112_part-e66a60bb94c7.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_105_s18e112_part-e66a60bb94c7",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      112.290004,
+      -17.678657,
+      125.763805,
+      -1.403767
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 63541,
+    "datetime": "2024-06-18T13:41:14.567189Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.763805,
+          -17.678657
+        ],
+        [
+          125.763805,
+          -1.403767
+        ],
+        [
+          112.290004,
+          -1.403767
+        ],
+        [
+          112.290004,
+          -17.678657
+        ],
+        [
+          125.763805,
+          -17.678657
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=105/s18e112_part-e66a60bb94c7.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    112.290004,
+    -17.678657,
+    125.763805,
+    -1.403767
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_106_s16e126_part-94899ee56d56.json b/current/shorelinemonitor-shorelines/items/box_106_s16e126_part-94899ee56d56.json
new file mode 100644
index 0000000000..2e7b9d4959
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_106_s16e126_part-94899ee56d56.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_106_s16e126_part-94899ee56d56",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      125.764443,
+      -15.79698,
+      135.027681,
+      -0.000368
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 98666,
+    "datetime": "2024-06-18T13:41:47.643265Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          135.027681,
+          -15.79698
+        ],
+        [
+          135.027681,
+          -0.000368
+        ],
+        [
+          125.764443,
+          -0.000368
+        ],
+        [
+          125.764443,
+          -15.79698
+        ],
+        [
+          135.027681,
+          -15.79698
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=106/s16e126_part-94899ee56d56.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.764443,
+    -15.79698,
+    135.027681,
+    -0.000368
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_106_s16e127_part-6bd9ac7a50a1.json b/current/shorelinemonitor-shorelines/items/box_106_s16e127_part-6bd9ac7a50a1.json
new file mode 100644
index 0000000000..65d8fd3530
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_106_s16e127_part-6bd9ac7a50a1.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_106_s16e127_part-6bd9ac7a50a1",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      126.560684,
+      -15.796976,
+      143.730142,
+      -0.571902
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 112890,
+    "datetime": "2024-06-18T13:42:39.499283Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.730142,
+          -15.796976
+        ],
+        [
+          143.730142,
+          -0.571902
+        ],
+        [
+          126.560684,
+          -0.571902
+        ],
+        [
+          126.560684,
+          -15.796976
+        ],
+        [
+          143.730142,
+          -15.796976
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=106/s16e127_part-6bd9ac7a50a1.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    126.560684,
+    -15.796976,
+    143.730142,
+    -0.571902
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_106_s18e135_part-e66433f7f7a3.json b/current/shorelinemonitor-shorelines/items/box_106_s18e135_part-e66433f7f7a3.json
new file mode 100644
index 0000000000..98bc2c5a75
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_106_s18e135_part-e66433f7f7a3.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_106_s18e135_part-e66433f7f7a3",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      134.97619,
+      -17.678658,
+      143.730142,
+      -8.391901
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 56666,
+    "datetime": "2024-06-18T13:43:30.313552Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.730142,
+          -17.678658
+        ],
+        [
+          143.730142,
+          -8.391901
+        ],
+        [
+          134.97619,
+          -8.391901
+        ],
+        [
+          134.97619,
+          -17.678658
+        ],
+        [
+          143.730142,
+          -17.678658
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=106/s18e135_part-e66433f7f7a3.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    134.97619,
+    -17.678658,
+    143.730142,
+    -8.391901
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_107_s12e159_part-5ff7db718897.json b/current/shorelinemonitor-shorelines/items/box_107_s12e159_part-5ff7db718897.json
new file mode 100644
index 0000000000..0224a02f33
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_107_s12e159_part-5ff7db718897.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_107_s12e159_part-5ff7db718897",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      159.451266,
+      -11.98255,
+      161.415725,
+      -8.391902
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 1163,
+    "datetime": "2024-06-18T13:43:57.975568Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          161.415725,
+          -11.98255
+        ],
+        [
+          161.415725,
+          -8.391902
+        ],
+        [
+          159.451266,
+          -8.391902
+        ],
+        [
+          159.451266,
+          -11.98255
+        ],
+        [
+          161.415725,
+          -11.98255
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=107/s12e159_part-5ff7db718897.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    159.451266,
+    -11.98255,
+    161.415725,
+    -8.391902
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_107_s18e144_part-21b8fd72cbad.json b/current/shorelinemonitor-shorelines/items/box_107_s18e144_part-21b8fd72cbad.json
new file mode 100644
index 0000000000..db3a8157d5
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_107_s18e144_part-21b8fd72cbad.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_107_s18e144_part-21b8fd72cbad",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      143.73078,
+      -17.678658,
+      161.696384,
+      -1.123152
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 111025,
+    "datetime": "2024-06-18T13:43:59.243440Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          161.696384,
+          -17.678658
+        ],
+        [
+          161.696384,
+          -1.123152
+        ],
+        [
+          143.73078,
+          -1.123152
+        ],
+        [
+          143.73078,
+          -17.678658
+        ],
+        [
+          161.696384,
+          -17.678658
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=107/s18e144_part-21b8fd72cbad.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73078,
+    -17.678658,
+    161.696384,
+    -1.123152
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_108_s18e162_part-7fcda7cbc219.json b/current/shorelinemonitor-shorelines/items/box_108_s18e162_part-7fcda7cbc219.json
new file mode 100644
index 0000000000..71e0bf17a8
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_108_s18e162_part-7fcda7cbc219.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_108_s18e162_part-7fcda7cbc219",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      161.697022,
+      -17.678657,
+      179.662722,
+      -0.281027
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1990-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 22482,
+    "datetime": "2024-06-18T13:44:49.444518Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          179.662722,
+          -17.678657
+        ],
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+          179.662722,
+          -0.281027
+        ],
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+        ],
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+        ],
+        [
+          179.662722,
+          -17.678657
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=108/s18e162_part-7fcda7cbc219.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    161.697022,
+    -17.678657,
+    179.662722,
+    -0.281027
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_112_n02w159_part-e4adabf89463.json b/current/shorelinemonitor-shorelines/items/box_112_n02w159_part-e4adabf89463.json
new file mode 100644
index 0000000000..e9516974d2
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_112_n02w159_part-e4adabf89463.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_112_n02w159_part-e4adabf89463",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -159.450628,
+      1.69333,
+      -157.163142,
+      3.926699
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 1377,
+    "datetime": "2024-06-18T13:44:58.672340Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -157.163142,
+          1.69333
+        ],
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+          -157.163142,
+          3.926699
+        ],
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+          -159.450628,
+          3.926699
+        ],
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+          -159.450628,
+          1.69333
+        ],
+        [
+          -157.163142,
+          1.69333
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=112/n02w159_part-e4adabf89463.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -159.450628,
+    1.69333,
+    -157.163142,
+    3.926699
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_115_n00w102_part-7de1c52cf238.json b/current/shorelinemonitor-shorelines/items/box_115_n00w102_part-7de1c52cf238.json
new file mode 100644
index 0000000000..0cf059dce7
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_115_n00w102_part-7de1c52cf238.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_115_n00w102_part-7de1c52cf238",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -101.902272,
+      0.000368,
+      -89.831863,
+      17.678635
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 22817,
+    "datetime": "2024-06-18T13:45:00.097757Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -89.831863,
+          0.000368
+        ],
+        [
+          -89.831863,
+          17.678635
+        ],
+        [
+          -101.902272,
+          17.678635
+        ],
+        [
+          -101.902272,
+          0.000368
+        ],
+        [
+          -89.831863,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=115/n00w102_part-7de1c52cf238.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -101.902272,
+    0.000368,
+    -89.831863,
+    17.678635
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_116_n00w090_part-1265ecdf12bd.json b/current/shorelinemonitor-shorelines/items/box_116_n00w090_part-1265ecdf12bd.json
new file mode 100644
index 0000000000..9623423440
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_116_n00w090_part-1265ecdf12bd.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_116_n00w090_part-1265ecdf12bd",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -89.831224,
+      0.000368,
+      -71.865526,
+      17.678658
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 119352,
+    "datetime": "2024-06-18T13:45:09.721814Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          0.000368
+        ],
+        [
+          -71.865526,
+          17.678658
+        ],
+        [
+          -89.831224,
+          17.678658
+        ],
+        [
+          -89.831224,
+          0.000368
+        ],
+        [
+          -71.865526,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=116/n00w090_part-1265ecdf12bd.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.831224,
+    0.000368,
+    -71.865526,
+    17.678658
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_116_n01w079_part-ed911654ed40.json b/current/shorelinemonitor-shorelines/items/box_116_n01w079_part-ed911654ed40.json
new file mode 100644
index 0000000000..53dd469b00
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_116_n01w079_part-ed911654ed40.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_116_n01w079_part-ed911654ed40",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -78.839156,
+      1.123152,
+      -71.865526,
+      11.195597
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 37196,
+    "datetime": "2024-06-18T13:45:59.308810Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          1.123152
+        ],
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+          -71.865526,
+          11.195597
+        ],
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+          -78.839156,
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+        ],
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+          1.123152
+        ],
+        [
+          -71.865526,
+          1.123152
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=116/n01w079_part-ed911654ed40.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -78.839156,
+    1.123152,
+    -71.865526,
+    11.195597
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_117_n06w072_part-e3ccee6887b8.json b/current/shorelinemonitor-shorelines/items/box_117_n06w072_part-e3ccee6887b8.json
new file mode 100644
index 0000000000..c758c393d9
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_117_n06w072_part-e3ccee6887b8.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_117_n06w072_part-e3ccee6887b8",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      5.605867,
+      -53.899188,
+      17.678658
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 97183,
+    "datetime": "2024-06-18T13:46:16.638425Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.899188,
+          5.605867
+        ],
+        [
+          -53.899188,
+          17.678658
+        ],
+        [
+          -71.864888,
+          17.678658
+        ],
+        [
+          -71.864888,
+          5.605867
+        ],
+        [
+          -53.899188,
+          5.605867
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=117/n06w072_part-e3ccee6887b8.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    5.605867,
+    -53.899188,
+    17.678658
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_118_n00w054_part-7a5e2cb86807.json b/current/shorelinemonitor-shorelines/items/box_118_n00w054_part-7a5e2cb86807.json
new file mode 100644
index 0000000000..975f22dd1f
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_118_n00w054_part-7a5e2cb86807.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_118_n00w054_part-7a5e2cb86807",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -53.898549,
+      0.000368,
+      -49.127017,
+      5.88451
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 58757,
+    "datetime": "2024-06-18T13:46:58.404253Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -49.127017,
+          0.000368
+        ],
+        [
+          -49.127017,
+          5.88451
+        ],
+        [
+          -53.898549,
+          5.88451
+        ],
+        [
+          -53.898549,
+          0.000368
+        ],
+        [
+          -49.127017,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=118/n00w054_part-7a5e2cb86807.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.898549,
+    0.000368,
+    -49.127017,
+    5.88451
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_119_n15w026_part-35e7853473d4.json b/current/shorelinemonitor-shorelines/items/box_119_n15w026_part-35e7853473d4.json
new file mode 100644
index 0000000000..446d0d3361
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_119_n15w026_part-35e7853473d4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_119_n15w026_part-35e7853473d4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -25.545506,
+      14.71425,
+      -22.458217,
+      17.411013
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1985-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 7639,
+    "datetime": "2024-06-18T13:47:22.352062Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -22.458217,
+          14.71425
+        ],
+        [
+          -22.458217,
+          17.411013
+        ],
+        [
+          -25.545506,
+          17.411013
+        ],
+        [
+          -25.545506,
+          14.71425
+        ],
+        [
+          -22.458217,
+          14.71425
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=119/n15w026_part-35e7853473d4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -25.545506,
+    14.71425,
+    -22.458217,
+    17.411013
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_120_n04w018_part-88e95c47fbf7.json b/current/shorelinemonitor-shorelines/items/box_120_n04w018_part-88e95c47fbf7.json
new file mode 100644
index 0000000000..afaf9a5545
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_120_n04w018_part-88e95c47fbf7.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_120_n04w018_part-88e95c47fbf7",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -17.64062,
+      4.207343,
+      -0.000271,
+      17.678645
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 63672,
+    "datetime": "2024-06-18T13:47:25.759665Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.000271,
+          4.207343
+        ],
+        [
+          -0.000271,
+          17.678645
+        ],
+        [
+          -17.64062,
+          17.678645
+        ],
+        [
+          -17.64062,
+          4.207343
+        ],
+        [
+          -0.000271,
+          4.207343
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=120/n04w018_part-88e95c47fbf7.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -17.64062,
+    4.207343,
+    -0.000271,
+    17.678645
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_121_n00e000_part-0618cffa16bd.json b/current/shorelinemonitor-shorelines/items/box_121_n00e000_part-0618cffa16bd.json
new file mode 100644
index 0000000000..7862908b75
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_121_n00e000_part-0618cffa16bd.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_121_n00e000_part-0618cffa16bd",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      0.000271,
+      0.000368,
+      10.105776,
+      6.721578
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 53690,
+    "datetime": "2024-06-18T13:48:04.219354Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          10.105776,
+          0.000368
+        ],
+        [
+          10.105776,
+          6.721578
+        ],
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+          0.000271,
+          6.721578
+        ],
+        [
+          0.000271,
+          0.000368
+        ],
+        [
+          10.105776,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=121/n00e000_part-0618cffa16bd.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    0.000271,
+    0.000368,
+    10.105776,
+    6.721578
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_123_n00e038_part-1bb3b161a0e0.json b/current/shorelinemonitor-shorelines/items/box_123_n00e038_part-1bb3b161a0e0.json
new file mode 100644
index 0000000000..219fc64c7c
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_123_n00e038_part-1bb3b161a0e0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_123_n00e038_part-1bb3b161a0e0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      38.459458,
+      0.000368,
+      53.898549,
+      17.678658
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 72441,
+    "datetime": "2024-06-18T13:48:27.762053Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          53.898549,
+          0.000368
+        ],
+        [
+          53.898549,
+          17.678658
+        ],
+        [
+          38.459458,
+          17.678658
+        ],
+        [
+          38.459458,
+          0.000368
+        ],
+        [
+          53.898549,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=123/n00e038_part-1bb3b161a0e0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    38.459458,
+    0.000368,
+    53.898549,
+    17.678658
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_124_n12e054_part-610c12b4a252.json b/current/shorelinemonitor-shorelines/items/box_124_n12e054_part-610c12b4a252.json
new file mode 100644
index 0000000000..73286abe63
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_124_n12e054_part-610c12b4a252.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_124_n12e054_part-610c12b4a252",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      53.899188,
+      12.257584,
+      56.144393,
+      17.678651
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 2609,
+    "datetime": "2024-06-18T13:49:00.374339Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          56.144393,
+          12.257584
+        ],
+        [
+          56.144393,
+          17.678651
+        ],
+        [
+          53.899188,
+          17.678651
+        ],
+        [
+          53.899188,
+          12.257584
+        ],
+        [
+          56.144393,
+          12.257584
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=124/n12e054_part-610c12b4a252.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    53.899188,
+    12.257584,
+    56.144393,
+    17.678651
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_125_n02e073_part-5966cbe3e2c0.json b/current/shorelinemonitor-shorelines/items/box_125_n02e073_part-5966cbe3e2c0.json
new file mode 100644
index 0000000000..b470dded22
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_125_n02e073_part-5966cbe3e2c0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_125_n02e073_part-5966cbe3e2c0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      72.988452,
+      1.684457,
+      83.295639,
+      17.678658
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 78900,
+    "datetime": "2024-06-18T13:49:02.282848Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          83.295639,
+          1.684457
+        ],
+        [
+          83.295639,
+          17.678658
+        ],
+        [
+          72.988452,
+          17.678658
+        ],
+        [
+          72.988452,
+          1.684457
+        ],
+        [
+          83.295639,
+          1.684457
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=125/n02e073_part-5966cbe3e2c0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    72.988452,
+    1.684457,
+    83.295639,
+    17.678658
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_126_n00e095_part-e621c7f2ee50.json b/current/shorelinemonitor-shorelines/items/box_126_n00e095_part-e621c7f2ee50.json
new file mode 100644
index 0000000000..a41520bf66
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_126_n00e095_part-e621c7f2ee50.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_126_n00e095_part-e621c7f2ee50",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      95.144908,
+      0.000368,
+      107.797467,
+      11.157449
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 114682,
+    "datetime": "2024-06-18T13:49:34.506875Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          107.797467,
+          0.000368
+        ],
+        [
+          107.797467,
+          11.157449
+        ],
+        [
+          95.144908,
+          11.157449
+        ],
+        [
+          95.144908,
+          0.000368
+        ],
+        [
+          107.797467,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=126/n00e095_part-e621c7f2ee50.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    95.144908,
+    0.000368,
+    107.797467,
+    11.157449
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_126_n00e101_part-d4298149bee3.json b/current/shorelinemonitor-shorelines/items/box_126_n00e101_part-d4298149bee3.json
new file mode 100644
index 0000000000..012644883b
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_126_n00e101_part-d4298149bee3.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_126_n00e101_part-d4298149bee3",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      101.223074,
+      0.000368,
+      107.516711,
+      2.824556
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 9088,
+    "datetime": "2024-06-18T13:50:22.449668Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          107.516711,
+          0.000368
+        ],
+        [
+          107.516711,
+          2.824556
+        ],
+        [
+          101.223074,
+          2.824556
+        ],
+        [
+          101.223074,
+          0.000368
+        ],
+        [
+          107.516711,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=126/n00e101_part-d4298149bee3.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    101.223074,
+    0.000368,
+    107.516711,
+    2.824556
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_126_n06e092_part-b972853e6d2b.json b/current/shorelinemonitor-shorelines/items/box_126_n06e092_part-b972853e6d2b.json
new file mode 100644
index 0000000000..99eef691f0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_126_n06e092_part-b972853e6d2b.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_126_n06e092_part-b972853e6d2b",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      92.198238,
+      5.60587,
+      107.797467,
+      17.678657
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 100733,
+    "datetime": "2024-06-18T13:50:27.381530Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          107.797467,
+          5.60587
+        ],
+        [
+          107.797467,
+          17.678657
+        ],
+        [
+          92.198238,
+          17.678657
+        ],
+        [
+          92.198238,
+          5.60587
+        ],
+        [
+          107.797467,
+          5.60587
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=126/n06e092_part-b972853e6d2b.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    92.198238,
+    5.60587,
+    107.797467,
+    17.678657
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_127_n00e108_part-ac053f1bc898.json b/current/shorelinemonitor-shorelines/items/box_127_n00e108_part-ac053f1bc898.json
new file mode 100644
index 0000000000..47269020a8
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_127_n00e108_part-ac053f1bc898.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_127_n00e108_part-ac053f1bc898",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      107.798105,
+      0.000368,
+      125.763805,
+      17.67865
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 112180,
+    "datetime": "2024-06-18T13:51:14.314950Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.763805,
+          0.000368
+        ],
+        [
+          125.763805,
+          17.67865
+        ],
+        [
+          107.798105,
+          17.67865
+        ],
+        [
+          107.798105,
+          0.000368
+        ],
+        [
+          125.763805,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=127/n00e108_part-ac053f1bc898.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    107.798105,
+    0.000368,
+    125.763805,
+    17.67865
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_127_n00e112_part-cbd4ce7b445b.json b/current/shorelinemonitor-shorelines/items/box_127_n00e112_part-cbd4ce7b445b.json
new file mode 100644
index 0000000000..df959e3ced
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_127_n00e112_part-cbd4ce7b445b.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_127_n00e112_part-cbd4ce7b445b",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      112.498376,
+      0.000368,
+      125.763803,
+      13.624916
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 106160,
+    "datetime": "2024-06-18T13:52:01.567948Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.763803,
+          0.000368
+        ],
+        [
+          125.763803,
+          13.624916
+        ],
+        [
+          112.498376,
+          13.624916
+        ],
+        [
+          112.498376,
+          0.000368
+        ],
+        [
+          125.763803,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=127/n00e112_part-cbd4ce7b445b.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    112.498376,
+    0.000368,
+    125.763803,
+    13.624916
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_127_n00e124_part-0515c12ceff0.json b/current/shorelinemonitor-shorelines/items/box_127_n00e124_part-0515c12ceff0.json
new file mode 100644
index 0000000000..76c751a91c
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_127_n00e124_part-0515c12ceff0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_127_n00e124_part-0515c12ceff0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      123.656613,
+      0.311903,
+      125.763805,
+      11.196055
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 25336,
+    "datetime": "2024-06-18T13:52:50.412068Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.763805,
+          0.311903
+        ],
+        [
+          125.763805,
+          11.196055
+        ],
+        [
+          123.656613,
+          11.196055
+        ],
+        [
+          123.656613,
+          0.311903
+        ],
+        [
+          125.763805,
+          0.311903
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=127/n00e124_part-0515c12ceff0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    123.656613,
+    0.311903,
+    125.763805,
+    11.196055
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_128_n00e126_part-af05c257d116.json b/current/shorelinemonitor-shorelines/items/box_128_n00e126_part-af05c257d116.json
new file mode 100644
index 0000000000..0201155380
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_128_n00e126_part-af05c257d116.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_128_n00e126_part-af05c257d116",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      125.764443,
+      0.000368,
+      139.799946,
+      11.03929
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1991-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 19874,
+    "datetime": "2024-06-18T13:53:01.615693Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          139.799946,
+          0.000368
+        ],
+        [
+          139.799946,
+          11.03929
+        ],
+        [
+          125.764443,
+          11.03929
+        ],
+        [
+          125.764443,
+          0.000368
+        ],
+        [
+          139.799946,
+          0.000368
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=128/n00e126_part-af05c257d116.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.764443,
+    0.000368,
+    139.799946,
+    11.03929
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_129_n07e145_part-d588cdef71e8.json b/current/shorelinemonitor-shorelines/items/box_129_n07e145_part-d588cdef71e8.json
new file mode 100644
index 0000000000..475f72267a
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_129_n07e145_part-d588cdef71e8.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_129_n07e145_part-d588cdef71e8",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      144.572951,
+      6.722204,
+      158.608457,
+      17.650783
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 5117,
+    "datetime": "2024-06-18T13:53:10.357590Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          158.608457,
+          6.722204
+        ],
+        [
+          158.608457,
+          17.650783
+        ],
+        [
+          144.572951,
+          17.650783
+        ],
+        [
+          144.572951,
+          6.722204
+        ],
+        [
+          158.608457,
+          6.722204
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=129/n07e145_part-d588cdef71e8.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    144.572951,
+    6.722204,
+    158.608457,
+    17.650783
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_130_n00e168_part-0e50e41200a4.json b/current/shorelinemonitor-shorelines/items/box_130_n00e168_part-0e50e41200a4.json
new file mode 100644
index 0000000000..903a63d6c5
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_130_n00e168_part-0e50e41200a4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_130_n00e168_part-0e50e41200a4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      167.872972,
+      0.000371,
+      174.048282,
+      6.442685
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1999-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 4755,
+    "datetime": "2024-06-18T13:53:13.139386Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          174.048282,
+          0.000371
+        ],
+        [
+          174.048282,
+          6.442685
+        ],
+        [
+          167.872972,
+          6.442685
+        ],
+        [
+          167.872972,
+          0.000371
+        ],
+        [
+          174.048282,
+          0.000371
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=130/n00e168_part-0e50e41200a4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    167.872972,
+    0.000371,
+    174.048282,
+    6.442685
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_134_n19w160_part-e07f637475c0.json b/current/shorelinemonitor-shorelines/items/box_134_n19w160_part-e07f637475c0.json
new file mode 100644
index 0000000000..6274d40fb7
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_134_n19w160_part-e07f637475c0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_134_n19w160_part-e07f637475c0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -160.247044,
+      18.746092,
+      -154.679192,
+      22.42367
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1990-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 7797,
+    "datetime": "2024-06-18T13:53:15.704381Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -154.679192,
+          18.746092
+        ],
+        [
+          -154.679192,
+          22.42367
+        ],
+        [
+          -160.247044,
+          22.42367
+        ],
+        [
+          -160.247044,
+          18.746092
+        ],
+        [
+          -154.679192,
+          18.746092
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=134/n19w160_part-e07f637475c0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -160.247044,
+    18.746092,
+    -154.679192,
+    22.42367
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_136_n18w120_part-a43beb0c02a3.json b/current/shorelinemonitor-shorelines/items/box_136_n18w120_part-a43beb0c02a3.json
new file mode 100644
index 0000000000..1b893abfc4
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_136_n18w120_part-a43beb0c02a3.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_136_n18w120_part-a43beb0c02a3",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -119.868611,
+      18.33922,
+      -107.798105,
+      33.785021
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 72662,
+    "datetime": "2024-06-18T13:53:23.343881Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -107.798105,
+          18.33922
+        ],
+        [
+          -107.798105,
+          33.785021
+        ],
+        [
+          -119.868611,
+          33.785021
+        ],
+        [
+          -119.868611,
+          18.33922
+        ],
+        [
+          -107.798105,
+          18.33922
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=136/n18w120_part-a43beb0c02a3.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -119.868611,
+    18.33922,
+    -107.798105,
+    33.785021
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_137_n18w096_part-3919bb35db40.json b/current/shorelinemonitor-shorelines/items/box_137_n18w096_part-3919bb35db40.json
new file mode 100644
index 0000000000..9257191c2d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_137_n18w096_part-3919bb35db40.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_137_n18w096_part-3919bb35db40",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -95.726419,
+      17.946546,
+      -89.831863,
+      29.972179
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 16336,
+    "datetime": "2024-06-18T13:53:52.442483Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -89.831863,
+          17.946546
+        ],
+        [
+          -89.831863,
+          29.972179
+        ],
+        [
+          -95.726419,
+          29.972179
+        ],
+        [
+          -95.726419,
+          17.946546
+        ],
+        [
+          -89.831863,
+          17.946546
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=137/n18w096_part-3919bb35db40.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -95.726419,
+    17.946546,
+    -89.831863,
+    29.972179
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_137_n18w108_part-43564d8fb632.json b/current/shorelinemonitor-shorelines/items/box_137_n18w108_part-43564d8fb632.json
new file mode 100644
index 0000000000..cdf7be50a1
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_137_n18w108_part-43564d8fb632.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_137_n18w108_part-43564d8fb632",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -107.797467,
+      17.679256,
+      -89.909896,
+      30.21503
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 105550,
+    "datetime": "2024-06-18T13:53:59.722691Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -89.909896,
+          17.679256
+        ],
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+          -89.909896,
+          30.21503
+        ],
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+          -107.797467,
+          30.21503
+        ],
+        [
+          -107.797467,
+          17.679256
+        ],
+        [
+          -89.909896,
+          17.679256
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=137/n18w108_part-43564d8fb632.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -107.797467,
+    17.679256,
+    -89.909896,
+    30.21503
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_138_n18w082_part-3255ec430682.json b/current/shorelinemonitor-shorelines/items/box_138_n18w082_part-3255ec430682.json
new file mode 100644
index 0000000000..41a2272ce2
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_138_n18w082_part-3255ec430682.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_138_n18w082_part-3255ec430682",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -81.690179,
+      17.680765,
+      -71.865526,
+      22.064232
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 43863,
+    "datetime": "2024-06-18T13:54:53.825087Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          17.680765
+        ],
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+          -71.865526,
+          22.064232
+        ],
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+          -81.690179,
+          22.064232
+        ],
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+          -81.690179,
+          17.680765
+        ],
+        [
+          -71.865526,
+          17.680765
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=138/n18w082_part-3255ec430682.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -81.690179,
+    17.680765,
+    -71.865526,
+    22.064232
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_138_n18w090_part-7cc4a8b1b953.json b/current/shorelinemonitor-shorelines/items/box_138_n18w090_part-7cc4a8b1b953.json
new file mode 100644
index 0000000000..fe198921db
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_138_n18w090_part-7cc4a8b1b953.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_138_n18w090_part-7cc4a8b1b953",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -89.831225,
+      17.679251,
+      -71.865527,
+      27.261827
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 116505,
+    "datetime": "2024-06-18T13:55:10.578060Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865527,
+          17.679251
+        ],
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+          27.261827
+        ],
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+        ],
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+        ],
+        [
+          -71.865527,
+          17.679251
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=138/n18w090_part-7cc4a8b1b953.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.831225,
+    17.679251,
+    -71.865527,
+    27.261827
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_138_n22w090_part-561d7045ccb5.json b/current/shorelinemonitor-shorelines/items/box_138_n22w090_part-561d7045ccb5.json
new file mode 100644
index 0000000000..81a1cedf98
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_138_n22w090_part-561d7045ccb5.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_138_n22w090_part-561d7045ccb5",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -89.831225,
+      21.915667,
+      -78.669293,
+      33.785024
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 94152,
+    "datetime": "2024-06-18T13:55:56.653418Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -78.669293,
+          21.915667
+        ],
+        [
+          -78.669293,
+          33.785024
+        ],
+        [
+          -89.831225,
+          33.785024
+        ],
+        [
+          -89.831225,
+          21.915667
+        ],
+        [
+          -78.669293,
+          21.915667
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=138/n22w090_part-561d7045ccb5.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.831225,
+    21.915667,
+    -78.669293,
+    33.785024
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_139_n18w072_part-6c0068658ef2.json b/current/shorelinemonitor-shorelines/items/box_139_n18w072_part-6c0068658ef2.json
new file mode 100644
index 0000000000..2cac6fad3e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_139_n18w072_part-6c0068658ef2.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_139_n18w072_part-6c0068658ef2",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      17.679256,
+      -61.478724,
+      32.373727
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 36785,
+    "datetime": "2024-06-18T13:57:21.951987Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -61.478724,
+          17.679256
+        ],
+        [
+          -61.478724,
+          32.373727
+        ],
+        [
+          -71.864888,
+          32.373727
+        ],
+        [
+          -71.864888,
+          17.679256
+        ],
+        [
+          -61.478724,
+          17.679256
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=139/n18w072_part-6c0068658ef2.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    17.679256,
+    -61.478724,
+    32.373727
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_141_n28w018_part-41cf57996ed9.json b/current/shorelinemonitor-shorelines/items/box_141_n28w018_part-41cf57996ed9.json
new file mode 100644
index 0000000000..299b10ccb3
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_141_n28w018_part-41cf57996ed9.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_141_n28w018_part-41cf57996ed9",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -18.246726,
+      27.563732,
+      -17.966609,
+      28.994721
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1988-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 612,
+    "datetime": "2024-06-18T13:57:35.293365Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -17.966609,
+          27.563732
+        ],
+        [
+          -17.966609,
+          28.994721
+        ],
+        [
+          -18.246726,
+          28.994721
+        ],
+        [
+          -18.246726,
+          27.563732
+        ],
+        [
+          -17.966609,
+          27.563732
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=141/n28w018_part-41cf57996ed9.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -18.246726,
+    27.563732,
+    -17.966609,
+    28.994721
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_142_n18w018_part-9130715b74d2.json b/current/shorelinemonitor-shorelines/items/box_142_n18w018_part-9130715b74d2.json
new file mode 100644
index 0000000000..594c8cc68d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_142_n18w018_part-9130715b74d2.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_142_n18w018_part-9130715b74d2",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -17.965971,
+      17.679267,
+      -7.251864,
+      33.785002
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 33894,
+    "datetime": "2024-06-18T13:57:36.023415Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -7.251864,
+          17.679267
+        ],
+        [
+          -7.251864,
+          33.785002
+        ],
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+          -17.965971,
+          33.785002
+        ],
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+          -17.965971,
+          17.679267
+        ],
+        [
+          -7.251864,
+          17.679267
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=142/n18w018_part-9130715b74d2.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -17.965971,
+    17.679267,
+    -7.251864,
+    33.785002
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_143_n31e010_part-b9de9121270c.json b/current/shorelinemonitor-shorelines/items/box_143_n31e010_part-b9de9121270c.json
new file mode 100644
index 0000000000..159e137a26
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_143_n31e010_part-b9de9121270c.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_143_n31e010_part-b9de9121270c",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      10.243951,
+      30.699596,
+      17.965971,
+      33.785024
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 11677,
+    "datetime": "2024-06-18T13:57:50.115589Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965971,
+          30.699596
+        ],
+        [
+          17.965971,
+          33.785024
+        ],
+        [
+          10.243951,
+          33.785024
+        ],
+        [
+          10.243951,
+          30.699596
+        ],
+        [
+          17.965971,
+          30.699596
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=143/n31e010_part-b9de9121270c.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    10.243951,
+    30.699596,
+    17.965971,
+    33.785024
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_144_n22e018_part-ff0ac0a14f74.json b/current/shorelinemonitor-shorelines/items/box_144_n22e018_part-ff0ac0a14f74.json
new file mode 100644
index 0000000000..f786680b18
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_144_n22e018_part-ff0ac0a14f74.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_144_n22e018_part-ff0ac0a14f74",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      17.966609,
+      22.424277,
+      35.932308,
+      33.785021
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 46611,
+    "datetime": "2024-06-18T13:57:55.245473Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932308,
+          22.424277
+        ],
+        [
+          35.932308,
+          33.785021
+        ],
+        [
+          17.966609,
+          33.785021
+        ],
+        [
+          17.966609,
+          22.424277
+        ],
+        [
+          35.932308,
+          22.424277
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=144/n22e018_part-ff0ac0a14f74.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.966609,
+    22.424277,
+    35.932308,
+    33.785021
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_145_n18e036_part-e5f8f82c6856.json b/current/shorelinemonitor-shorelines/items/box_145_n18e036_part-e5f8f82c6856.json
new file mode 100644
index 0000000000..a1e19fab3f
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_145_n18e036_part-e5f8f82c6856.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_145_n18e036_part-e5f8f82c6856",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      35.932946,
+      17.67925,
+      53.898549,
+      30.699024
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 56007,
+    "datetime": "2024-06-18T13:58:14.675654Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          53.898549,
+          17.67925
+        ],
+        [
+          53.898549,
+          30.699024
+        ],
+        [
+          35.932946,
+          30.699024
+        ],
+        [
+          35.932946,
+          17.67925
+        ],
+        [
+          53.898549,
+          17.67925
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=145/n18e036_part-e5f8f82c6856.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.932946,
+    17.67925,
+    53.898549,
+    30.699024
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_146_n18e054_part-aea126bd96a0.json b/current/shorelinemonitor-shorelines/items/box_146_n18e054_part-aea126bd96a0.json
new file mode 100644
index 0000000000..9d8fe64437
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_146_n18e054_part-aea126bd96a0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_146_n18e054_part-aea126bd96a0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      53.899188,
+      17.679273,
+      71.864888,
+      27.261852
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 105513,
+    "datetime": "2024-06-18T13:58:38.494028Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          71.864888,
+          17.679273
+        ],
+        [
+          71.864888,
+          27.261852
+        ],
+        [
+          53.899188,
+          27.261852
+        ],
+        [
+          53.899188,
+          17.679273
+        ],
+        [
+          71.864888,
+          17.679273
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=146/n18e054_part-aea126bd96a0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    53.899188,
+    17.679273,
+    71.864888,
+    27.261852
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_147_n18e072_part-47260545da66.json b/current/shorelinemonitor-shorelines/items/box_147_n18e072_part-47260545da66.json
new file mode 100644
index 0000000000..c629099d8b
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_147_n18e072_part-47260545da66.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_147_n18e072_part-47260545da66",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      71.865526,
+      17.67928,
+      89.831225,
+      22.682933
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1987-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 78622,
+    "datetime": "2024-06-18T13:59:22.128166Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          89.831225,
+          17.67928
+        ],
+        [
+          89.831225,
+          22.682933
+        ],
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+          71.865526,
+          22.682933
+        ],
+        [
+          71.865526,
+          17.67928
+        ],
+        [
+          89.831225,
+          17.67928
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=147/n18e072_part-47260545da66.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    71.865526,
+    17.67928,
+    89.831225,
+    22.682933
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_148_n18e090_part-ee9094995041.json b/current/shorelinemonitor-shorelines/items/box_148_n18e090_part-ee9094995041.json
new file mode 100644
index 0000000000..a3d286ccf6
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_148_n18e090_part-ee9094995041.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_148_n18e090_part-ee9094995041",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      89.831863,
+      17.679272,
+      107.797467,
+      22.94168
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1986-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 77403,
+    "datetime": "2024-06-18T13:59:58.433109Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          107.797467,
+          17.679272
+        ],
+        [
+          107.797467,
+          22.94168
+        ],
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+          89.831863,
+          22.94168
+        ],
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+          89.831863,
+          17.679272
+        ],
+        [
+          107.797467,
+          17.679272
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=148/n18e090_part-ee9094995041.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    89.831863,
+    17.679272,
+    107.797467,
+    22.94168
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_149_n18e108_part-063936258931.json b/current/shorelinemonitor-shorelines/items/box_149_n18e108_part-063936258931.json
new file mode 100644
index 0000000000..0678d9ce57
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_149_n18e108_part-063936258931.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_149_n18e108_part-063936258931",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      107.798105,
+      17.67925,
+      125.483049,
+      25.501402
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 81894,
+    "datetime": "2024-06-18T14:00:38.221976Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.483049,
+          17.67925
+        ],
+        [
+          125.483049,
+          25.501402
+        ],
+        [
+          107.798105,
+          25.501402
+        ],
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+          107.798105,
+          17.67925
+        ],
+        [
+          125.483049,
+          17.67925
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=149/n18e108_part-063936258931.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    107.798105,
+    17.67925,
+    125.483049,
+    25.501402
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_149_n22e112_part-71587dbcd2eb.json b/current/shorelinemonitor-shorelines/items/box_149_n22e112_part-71587dbcd2eb.json
new file mode 100644
index 0000000000..9062e061e7
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_149_n22e112_part-71587dbcd2eb.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_149_n22e112_part-71587dbcd2eb",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      112.289714,
+      21.904251,
+      122.675878,
+      33.785023
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 129535,
+    "datetime": "2024-06-18T14:01:39.070619Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          122.675878,
+          21.904251
+        ],
+        [
+          122.675878,
+          33.785023
+        ],
+        [
+          112.289714,
+          33.785023
+        ],
+        [
+          112.289714,
+          21.904251
+        ],
+        [
+          122.675878,
+          21.904251
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=149/n22e112_part-71587dbcd2eb.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    112.289714,
+    21.904251,
+    122.675878,
+    33.785023
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_150_n26e126_part-a96d61366d3b.json b/current/shorelinemonitor-shorelines/items/box_150_n26e126_part-a96d61366d3b.json
new file mode 100644
index 0000000000..b823ef75ca
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_150_n26e126_part-a96d61366d3b.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_150_n26e126_part-a96d61366d3b",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      126.1605,
+      25.755223,
+      142.240222,
+      33.785024
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 54069,
+    "datetime": "2024-06-18T14:03:14.430635Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          142.240222,
+          25.755223
+        ],
+        [
+          142.240222,
+          33.785024
+        ],
+        [
+          126.1605,
+          33.785024
+        ],
+        [
+          126.1605,
+          25.755223
+        ],
+        [
+          142.240222,
+          25.755223
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=150/n26e126_part-a96d61366d3b.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    126.1605,
+    25.755223,
+    142.240222,
+    33.785024
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_158_n34w125_part-f6c3b0e14988.json b/current/shorelinemonitor-shorelines/items/box_158_n34w125_part-f6c3b0e14988.json
new file mode 100644
index 0000000000..39bd269013
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_158_n34w125_part-f6c3b0e14988.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_158_n34w125_part-f6c3b0e14988",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -124.568875,
+      33.78558,
+      -118.190118,
+      47.353543
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 94638,
+    "datetime": "2024-06-18T14:04:01.505574Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -118.190118,
+          33.78558
+        ],
+        [
+          -118.190118,
+          47.353543
+        ],
+        [
+          -124.568875,
+          47.353543
+        ],
+        [
+          -124.568875,
+          33.78558
+        ],
+        [
+          -118.190118,
+          33.78558
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=158/n34w125_part-f6c3b0e14988.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -124.568875,
+    33.78558,
+    -118.190118,
+    47.353543
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_160_n34w079_part-1bb0f7f5929e.json b/current/shorelinemonitor-shorelines/items/box_160_n34w079_part-1bb0f7f5929e.json
new file mode 100644
index 0000000000..7b3ae3e117
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_160_n34w079_part-1bb0f7f5929e.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_160_n34w079_part-1bb0f7f5929e",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -78.805508,
+      33.785604,
+      -71.865526,
+      41.549427
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 88720,
+    "datetime": "2024-06-18T14:05:24.797293Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -71.865526,
+          33.785604
+        ],
+        [
+          -71.865526,
+          41.549427
+        ],
+        [
+          -78.805508,
+          41.549427
+        ],
+        [
+          -78.805508,
+          33.785604
+        ],
+        [
+          -71.865526,
+          33.785604
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=160/n34w079_part-1bb0f7f5929e.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -78.805508,
+    33.785604,
+    -71.865526,
+    41.549427
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_160_n34w079_part-85e95c2db232.json b/current/shorelinemonitor-shorelines/items/box_160_n34w079_part-85e95c2db232.json
new file mode 100644
index 0000000000..2c041c8f5d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_160_n34w079_part-85e95c2db232.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_160_n34w079_part-85e95c2db232",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -78.777481,
+      33.785604,
+      -77.479964,
+      34.350571
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 1150,
+    "datetime": "2024-06-18T14:07:03.554271Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -77.479964,
+          33.785604
+        ],
+        [
+          -77.479964,
+          34.350571
+        ],
+        [
+          -78.777481,
+          34.350571
+        ],
+        [
+          -78.777481,
+          33.785604
+        ],
+        [
+          -77.479964,
+          33.785604
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=160/n34w079_part-85e95c2db232.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -78.777481,
+    33.785604,
+    -77.479964,
+    34.350571
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_161_n41w072_part-62a0e75d613e.json b/current/shorelinemonitor-shorelines/items/box_161_n41w072_part-62a0e75d613e.json
new file mode 100644
index 0000000000..daf23244a7
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_161_n41w072_part-62a0e75d613e.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_161_n41w072_part-62a0e75d613e",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.864888,
+      40.980538,
+      -56.234759,
+      47.353542
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 102232,
+    "datetime": "2024-06-18T14:07:05.881233Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -56.234759,
+          40.980538
+        ],
+        [
+          -56.234759,
+          47.353542
+        ],
+        [
+          -71.864888,
+          47.353542
+        ],
+        [
+          -71.864888,
+          40.980538
+        ],
+        [
+          -56.234759,
+          40.980538
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=161/n41w072_part-62a0e75d613e.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.864888,
+    40.980538,
+    -56.234759,
+    47.353542
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_161_n41w072_part-99ed4a401f90.json b/current/shorelinemonitor-shorelines/items/box_161_n41w072_part-99ed4a401f90.json
new file mode 100644
index 0000000000..b102ed39d3
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_161_n41w072_part-99ed4a401f90.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_161_n41w072_part-99ed4a401f90",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -71.584132,
+      40.921251,
+      -53.899188,
+      47.353544
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 15962,
+    "datetime": "2024-06-18T14:08:41.062397Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.899188,
+          40.921251
+        ],
+        [
+          -53.899188,
+          47.353544
+        ],
+        [
+          -71.584132,
+          47.353544
+        ],
+        [
+          -71.584132,
+          40.921251
+        ],
+        [
+          -53.899188,
+          40.921251
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=161/n41w072_part-99ed4a401f90.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -71.584132,
+    40.921251,
+    -53.899188,
+    47.353544
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_162_n47w054_part-865bacc3f754.json b/current/shorelinemonitor-shorelines/items/box_162_n47w054_part-865bacc3f754.json
new file mode 100644
index 0000000000..b7376d66c9
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_162_n47w054_part-865bacc3f754.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_162_n47w054_part-865bacc3f754",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -53.898549,
+      46.587751,
+      -52.4957,
+      47.353543
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 5808,
+    "datetime": "2024-06-18T14:08:55.446631Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -52.4957,
+          46.587751
+        ],
+        [
+          -52.4957,
+          47.353543
+        ],
+        [
+          -53.898549,
+          47.353543
+        ],
+        [
+          -53.898549,
+          46.587751
+        ],
+        [
+          -52.4957,
+          46.587751
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=162/n47w054_part-865bacc3f754.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.898549,
+    46.587751,
+    -52.4957,
+    47.353543
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_163_n37w031_part-3023149b91b3.json b/current/shorelinemonitor-shorelines/items/box_163_n37w031_part-3023149b91b3.json
new file mode 100644
index 0000000000..968c41cf25
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_163_n37w031_part-3023149b91b3.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_163_n37w031_part-3023149b91b3",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -31.26882,
+      36.819812,
+      -24.985119,
+      39.631099
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1988-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 4934,
+    "datetime": "2024-06-18T14:08:59.742574Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -24.985119,
+          36.819812
+        ],
+        [
+          -24.985119,
+          39.631099
+        ],
+        [
+          -31.26882,
+          39.631099
+        ],
+        [
+          -31.26882,
+          36.819812
+        ],
+        [
+          -24.985119,
+          36.819812
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=163/n37w031_part-3023149b91b3.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -31.26882,
+    36.819812,
+    -24.985119,
+    39.631099
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_164_n34w010_part-f4c7c579bef4.json b/current/shorelinemonitor-shorelines/items/box_164_n34w010_part-f4c7c579bef4.json
new file mode 100644
index 0000000000..b243cf7212
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_164_n34w010_part-f4c7c579bef4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_164_n34w010_part-f4c7c579bef4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -9.517184,
+      33.785582,
+      -0.000271,
+      47.353542
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 85458,
+    "datetime": "2024-06-18T14:09:03.978179Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.000271,
+          33.785582
+        ],
+        [
+          -0.000271,
+          47.353542
+        ],
+        [
+          -9.517184,
+          47.353542
+        ],
+        [
+          -9.517184,
+          33.785582
+        ],
+        [
+          -0.000271,
+          33.785582
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=164/n34w010_part-f4c7c579bef4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -9.517184,
+    33.785582,
+    -0.000271,
+    47.353542
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_165_n34e000_part-107b3d2a64b8.json b/current/shorelinemonitor-shorelines/items/box_165_n34e000_part-107b3d2a64b8.json
new file mode 100644
index 0000000000..268c620fef
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_165_n34e000_part-107b3d2a64b8.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_165_n34e000_part-107b3d2a64b8",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      0.000271,
+      33.785595,
+      17.965971,
+      41.034494
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 85048,
+    "datetime": "2024-06-18T14:10:07.169790Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965971,
+          33.785595
+        ],
+        [
+          17.965971,
+          41.034494
+        ],
+        [
+          0.000271,
+          41.034494
+        ],
+        [
+          0.000271,
+          33.785595
+        ],
+        [
+          17.965971,
+          33.785595
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=165/n34e000_part-107b3d2a64b8.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    0.000271,
+    33.785595,
+    17.965971,
+    41.034494
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_165_n39e000_part-dd3a5f3b4cb1.json b/current/shorelinemonitor-shorelines/items/box_165_n39e000_part-dd3a5f3b4cb1.json
new file mode 100644
index 0000000000..69a1cbbc76
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_165_n39e000_part-dd3a5f3b4cb1.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_165_n39e000_part-dd3a5f3b4cb1",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      0.000271,
+      39.031807,
+      17.965971,
+      45.810133
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 123959,
+    "datetime": "2024-06-18T14:11:12.948020Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965971,
+          39.031807
+        ],
+        [
+          17.965971,
+          45.810133
+        ],
+        [
+          0.000271,
+          45.810133
+        ],
+        [
+          0.000271,
+          39.031807
+        ],
+        [
+          17.965971,
+          39.031807
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=165/n39e000_part-dd3a5f3b4cb1.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    0.000271,
+    39.031807,
+    17.965971,
+    45.810133
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_166_n34e022_part-8424e66729a6.json b/current/shorelinemonitor-shorelines/items/box_166_n34e022_part-8424e66729a6.json
new file mode 100644
index 0000000000..41136d3f21
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_166_n34e022_part-8424e66729a6.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_166_n34e022_part-8424e66729a6",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      22.458217,
+      33.785558,
+      35.932308,
+      41.084082
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 104396,
+    "datetime": "2024-06-18T14:12:49.287918Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932308,
+          33.785558
+        ],
+        [
+          35.932308,
+          41.084082
+        ],
+        [
+          22.458217,
+          41.084082
+        ],
+        [
+          22.458217,
+          33.785558
+        ],
+        [
+          35.932308,
+          33.785558
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=166/n34e022_part-8424e66729a6.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    22.458217,
+    33.785558,
+    35.932308,
+    41.084082
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_166_n36e018_part-4015427d04aa.json b/current/shorelinemonitor-shorelines/items/box_166_n36e018_part-4015427d04aa.json
new file mode 100644
index 0000000000..ffb9851322
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_166_n36e018_part-4015427d04aa.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_166_n36e018_part-4015427d04aa",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      17.966609,
+      36.38564,
+      35.932308,
+      46.971853
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 120849,
+    "datetime": "2024-06-18T14:14:13.722935Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932308,
+          36.38564
+        ],
+        [
+          35.932308,
+          46.971853
+        ],
+        [
+          17.966609,
+          46.971853
+        ],
+        [
+          17.966609,
+          36.38564
+        ],
+        [
+          35.932308,
+          36.38564
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=166/n36e018_part-4015427d04aa.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.966609,
+    36.38564,
+    35.932308,
+    46.971853
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_167_n34e036_part-5b31b4e28e7a.json b/current/shorelinemonitor-shorelines/items/box_167_n34e036_part-5b31b4e28e7a.json
new file mode 100644
index 0000000000..4c6fadebd9
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_167_n34e036_part-5b31b4e28e7a.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_167_n34e036_part-5b31b4e28e7a",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      35.932946,
+      34.250858,
+      53.898549,
+      45.219883
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 107597,
+    "datetime": "2024-06-18T14:15:42.838765Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          53.898549,
+          34.250858
+        ],
+        [
+          53.898549,
+          45.219883
+        ],
+        [
+          35.932946,
+          45.219883
+        ],
+        [
+          35.932946,
+          34.250858
+        ],
+        [
+          53.898549,
+          34.250858
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=167/n34e036_part-5b31b4e28e7a.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.932946,
+    34.250858,
+    53.898549,
+    45.219883
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_167_n41e036_part-9272b869eb29.json b/current/shorelinemonitor-shorelines/items/box_167_n41e036_part-9272b869eb29.json
new file mode 100644
index 0000000000..e0d3aa7404
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_167_n41e036_part-9272b869eb29.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_167_n41e036_part-9272b869eb29",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      35.932946,
+      40.930127,
+      53.898549,
+      47.353543
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 132755,
+    "datetime": "2024-06-18T14:16:47.630491Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          53.898549,
+          40.930127
+        ],
+        [
+          53.898549,
+          47.353543
+        ],
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+          35.932946,
+          47.353543
+        ],
+        [
+          35.932946,
+          40.930127
+        ],
+        [
+          53.898549,
+          40.930127
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=167/n41e036_part-9272b869eb29.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.932946,
+    40.930127,
+    53.898549,
+    47.353543
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_168_n37e054_part-530042bf8cc0.json b/current/shorelinemonitor-shorelines/items/box_168_n37e054_part-530042bf8cc0.json
new file mode 100644
index 0000000000..678ba74152
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_168_n37e054_part-530042bf8cc0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_168_n37e054_part-530042bf8cc0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      53.899188,
+      36.77777,
+      55.021476,
+      45.810133
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 22637,
+    "datetime": "2024-06-18T14:18:23.590542Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          55.021476,
+          36.77777
+        ],
+        [
+          55.021476,
+          45.810133
+        ],
+        [
+          53.899188,
+          45.810133
+        ],
+        [
+          53.899188,
+          36.77777
+        ],
+        [
+          55.021476,
+          36.77777
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=168/n37e054_part-530042bf8cc0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    53.899188,
+    36.77777,
+    55.021476,
+    45.810133
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_171_n34e117_part-2c4272fecc7f.json b/current/shorelinemonitor-shorelines/items/box_171_n34e117_part-2c4272fecc7f.json
new file mode 100644
index 0000000000..858e576cd6
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_171_n34e117_part-2c4272fecc7f.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_171_n34e117_part-2c4272fecc7f",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      117.342737,
+      33.785559,
+      125.763805,
+      41.127908
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 122257,
+    "datetime": "2024-06-18T14:18:36.596766Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          125.763805,
+          33.785559
+        ],
+        [
+          125.763805,
+          41.127908
+        ],
+        [
+          117.342737,
+          41.127908
+        ],
+        [
+          117.342737,
+          33.785559
+        ],
+        [
+          125.763805,
+          33.785559
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=171/n34e117_part-2c4272fecc7f.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    117.342737,
+    33.785559,
+    125.763805,
+    41.127908
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_172_n34e126_part-7fb79cd4468a.json b/current/shorelinemonitor-shorelines/items/box_172_n34e126_part-7fb79cd4468a.json
new file mode 100644
index 0000000000..ac5facad33
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_172_n34e126_part-7fb79cd4468a.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_172_n34e126_part-7fb79cd4468a",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      125.802865,
+      33.785559,
+      135.027681,
+      41.033679
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 118004,
+    "datetime": "2024-06-18T14:19:59.585627Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          135.027681,
+          33.785559
+        ],
+        [
+          135.027681,
+          41.033679
+        ],
+        [
+          125.802865,
+          41.033679
+        ],
+        [
+          125.802865,
+          33.785559
+        ],
+        [
+          135.027681,
+          33.785559
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=172/n34e126_part-7fb79cd4468a.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.802865,
+    33.785559,
+    135.027681,
+    41.033679
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_172_n34e132_part-810ee82a43e0.json b/current/shorelinemonitor-shorelines/items/box_172_n34e132_part-810ee82a43e0.json
new file mode 100644
index 0000000000..5e65583274
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_172_n34e132_part-810ee82a43e0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_172_n34e132_part-810ee82a43e0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      132.171308,
+      33.785558,
+      142.07285,
+      41.127704
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 117441,
+    "datetime": "2024-06-18T14:21:23.713377Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          142.07285,
+          33.785558
+        ],
+        [
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+          41.127704
+        ],
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+          41.127704
+        ],
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+          132.171308,
+          33.785558
+        ],
+        [
+          142.07285,
+          33.785558
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=172/n34e132_part-810ee82a43e0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    132.171308,
+    33.785558,
+    142.07285,
+    41.127704
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_172_n37e126_part-393cd0afa137.json b/current/shorelinemonitor-shorelines/items/box_172_n37e126_part-393cd0afa137.json
new file mode 100644
index 0000000000..c8bb18f314
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_172_n37e126_part-393cd0afa137.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_172_n37e126_part-393cd0afa137",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      125.764443,
+      36.53905,
+      143.730142,
+      47.353544
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 134353,
+    "datetime": "2024-06-18T14:22:39.751829Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.730142,
+          36.53905
+        ],
+        [
+          143.730142,
+          47.353544
+        ],
+        [
+          125.764443,
+          47.353544
+        ],
+        [
+          125.764443,
+          36.53905
+        ],
+        [
+          143.730142,
+          36.53905
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=172/n37e126_part-393cd0afa137.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    125.764443,
+    36.53905,
+    143.730142,
+    47.353544
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_173_n43e144_part-667c0afdf48d.json b/current/shorelinemonitor-shorelines/items/box_173_n43e144_part-667c0afdf48d.json
new file mode 100644
index 0000000000..0ef73d0004
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_173_n43e144_part-667c0afdf48d.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_173_n43e144_part-667c0afdf48d",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      143.73078,
+      42.591863,
+      152.713263,
+      47.353543
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 23788,
+    "datetime": "2024-06-18T14:24:13.640339Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          152.713263,
+          42.591863
+        ],
+        [
+          152.713263,
+          47.353543
+        ],
+        [
+          143.73078,
+          47.353543
+        ],
+        [
+          143.73078,
+          42.591863
+        ],
+        [
+          152.713263,
+          42.591863
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=173/n43e144_part-667c0afdf48d.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73078,
+    42.591863,
+    152.713263,
+    47.353543
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_179_n49w129_part-10e73e7e5c7d.json b/current/shorelinemonitor-shorelines/items/box_179_n49w129_part-10e73e7e5c7d.json
new file mode 100644
index 0000000000..1215b15dac
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_179_n49w129_part-10e73e7e5c7d.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_179_n49w129_part-10e73e7e5c7d",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -129.009639,
+      49.058623,
+      -125.764443,
+      52.58299
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 72263,
+    "datetime": "2024-06-18T14:24:33.582321Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -125.764443,
+          49.058623
+        ],
+        [
+          -125.764443,
+          52.58299
+        ],
+        [
+          -129.009639,
+          52.58299
+        ],
+        [
+          -129.009639,
+          49.058623
+        ],
+        [
+          -125.764443,
+          49.058623
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=179/n49w129_part-10e73e7e5c7d.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -129.009639,
+    49.058623,
+    -125.764443,
+    52.58299
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_179_n51w132_part-4985348fb232.json b/current/shorelinemonitor-shorelines/items/box_179_n51w132_part-4985348fb232.json
new file mode 100644
index 0000000000..538384b47c
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_179_n51w132_part-4985348fb232.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_179_n51w132_part-4985348fb232",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -132.22051,
+      50.700384,
+      -126.606613,
+      54.214667
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 127152,
+    "datetime": "2024-06-18T14:25:28.245330Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -126.606613,
+          50.700384
+        ],
+        [
+          -126.606613,
+          54.214667
+        ],
+        [
+          -132.22051,
+          54.214667
+        ],
+        [
+          -132.22051,
+          50.700384
+        ],
+        [
+          -126.606613,
+          50.700384
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=179/n51w132_part-4985348fb232.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -132.22051,
+    50.700384,
+    -126.606613,
+    54.214667
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_179_n53w134_part-2d461ea060ac.json b/current/shorelinemonitor-shorelines/items/box_179_n53w134_part-2d461ea060ac.json
new file mode 100644
index 0000000000..c1354709e8
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_179_n53w134_part-2d461ea060ac.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_179_n53w134_part-2d461ea060ac",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -134.419726,
+      52.542918,
+      -129.332975,
+      56.642928
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 130282,
+    "datetime": "2024-06-18T14:27:33.629086Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -129.332975,
+          52.542918
+        ],
+        [
+          -129.332975,
+          56.642928
+        ],
+        [
+          -134.419726,
+          56.642928
+        ],
+        [
+          -134.419726,
+          52.542918
+        ],
+        [
+          -129.332975,
+          52.542918
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=179/n53w134_part-2d461ea060ac.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -134.419726,
+    52.542918,
+    -129.332975,
+    56.642928
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_179_n56w137_part-f2a32bae5d46.json b/current/shorelinemonitor-shorelines/items/box_179_n56w137_part-f2a32bae5d46.json
new file mode 100644
index 0000000000..af3d350955
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_179_n56w137_part-f2a32bae5d46.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_179_n56w137_part-f2a32bae5d46",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -136.711919,
+      55.705615,
+      -129.69454,
+      58.155128
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 131699,
+    "datetime": "2024-06-18T14:28:53.327073Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -129.69454,
+          55.705615
+        ],
+        [
+          -129.69454,
+          58.155128
+        ],
+        [
+          -136.711919,
+          58.155128
+        ],
+        [
+          -136.711919,
+          55.705615
+        ],
+        [
+          -129.69454,
+          55.705615
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=179/n56w137_part-f2a32bae5d46.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -136.711919,
+    55.705615,
+    -129.69454,
+    58.155128
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_180_n47w126_part-27f14475276e.json b/current/shorelinemonitor-shorelines/items/box_180_n47w126_part-27f14475276e.json
new file mode 100644
index 0000000000..8f45c684f7
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_180_n47w126_part-27f14475276e.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_180_n47w126_part-27f14475276e",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -125.763805,
+      47.35392,
+      -122.115102,
+      51.197058
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 114759,
+    "datetime": "2024-06-18T14:30:50.881993Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -122.115102,
+          47.35392
+        ],
+        [
+          -122.115102,
+          51.197058
+        ],
+        [
+          -125.763805,
+          51.197058
+        ],
+        [
+          -125.763805,
+          47.35392
+        ],
+        [
+          -122.115102,
+          47.35392
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=180/n47w126_part-27f14475276e.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -125.763805,
+    47.35392,
+    -122.115102,
+    51.197058
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_181_n57w093_part-8ddbceadcbeb.json b/current/shorelinemonitor-shorelines/items/box_181_n57w093_part-8ddbceadcbeb.json
new file mode 100644
index 0000000000..a721f4880d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_181_n57w093_part-8ddbceadcbeb.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_181_n57w093_part-8ddbceadcbeb",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -92.919152,
+      56.950637,
+      -89.831863,
+      58.155119
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 9071,
+    "datetime": "2024-06-18T14:32:30.975235Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -89.831863,
+          56.950637
+        ],
+        [
+          -89.831863,
+          58.155119
+        ],
+        [
+          -92.919152,
+          58.155119
+        ],
+        [
+          -92.919152,
+          56.950637
+        ],
+        [
+          -89.831863,
+          56.950637
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=181/n57w093_part-8ddbceadcbeb.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -92.919152,
+    56.950637,
+    -89.831863,
+    58.155119
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_182_n51w090_part-5a9ed00c49e0.json b/current/shorelinemonitor-shorelines/items/box_182_n51w090_part-5a9ed00c49e0.json
new file mode 100644
index 0000000000..9fef76637d
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_182_n51w090_part-5a9ed00c49e0.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_182_n51w090_part-5a9ed00c49e0",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -89.831225,
+      51.021183,
+      -78.041475,
+      57.103088
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 98195,
+    "datetime": "2024-06-18T14:32:36.672937Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -78.041475,
+          51.021183
+        ],
+        [
+          -78.041475,
+          57.103088
+        ],
+        [
+          -89.831225,
+          57.103088
+        ],
+        [
+          -89.831225,
+          51.021183
+        ],
+        [
+          -78.041475,
+          51.021183
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=182/n51w090_part-5a9ed00c49e0.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -89.831225,
+    51.021183,
+    -78.041475,
+    57.103088
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_183_n47w056_part-943cad27fe06.json b/current/shorelinemonitor-shorelines/items/box_183_n47w056_part-943cad27fe06.json
new file mode 100644
index 0000000000..5310bbe51a
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_183_n47w056_part-943cad27fe06.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_183_n47w056_part-943cad27fe06",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -56.318072,
+      47.353932,
+      -53.899188,
+      48.923933
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 13792,
+    "datetime": "2024-06-18T14:33:40.392704Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.899188,
+          47.353932
+        ],
+        [
+          -53.899188,
+          48.923933
+        ],
+        [
+          -56.318072,
+          48.923933
+        ],
+        [
+          -56.318072,
+          47.353932
+        ],
+        [
+          -53.899188,
+          47.353932
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=183/n47w056_part-943cad27fe06.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -56.318072,
+    47.353932,
+    -53.899188,
+    48.923933
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_183_n47w068_part-5bbfd36f4f83.json b/current/shorelinemonitor-shorelines/items/box_183_n47w068_part-5bbfd36f4f83.json
new file mode 100644
index 0000000000..902e45d3c8
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_183_n47w068_part-5bbfd36f4f83.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_183_n47w068_part-5bbfd36f4f83",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -67.514048,
+      47.353931,
+      -53.899188,
+      53.760611
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 118028,
+    "datetime": "2024-06-18T14:33:54.318420Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -53.899188,
+          47.353931
+        ],
+        [
+          -53.899188,
+          53.760611
+        ],
+        [
+          -67.514048,
+          53.760611
+        ],
+        [
+          -67.514048,
+          47.353931
+        ],
+        [
+          -53.899188,
+          47.353931
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=183/n47w068_part-5bbfd36f4f83.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -67.514048,
+    47.353931,
+    -53.899188,
+    53.760611
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_183_n47w071_part-94d9a4b41eec.json b/current/shorelinemonitor-shorelines/items/box_183_n47w071_part-94d9a4b41eec.json
new file mode 100644
index 0000000000..2a7028c67b
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_183_n47w071_part-94d9a4b41eec.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_183_n47w071_part-94d9a4b41eec",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -70.742054,
+      47.35393,
+      -56.14504,
+      58.155128
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 128575,
+    "datetime": "2024-06-18T14:35:23.692599Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -56.14504,
+          47.35393
+        ],
+        [
+          -56.14504,
+          58.155128
+        ],
+        [
+          -70.742054,
+          58.155128
+        ],
+        [
+          -70.742054,
+          47.35393
+        ],
+        [
+          -56.14504,
+          47.35393
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=183/n47w071_part-94d9a4b41eec.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -70.742054,
+    47.35393,
+    -56.14504,
+    58.155128
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_184_n47w054_part-e86ee27e8ebf.json b/current/shorelinemonitor-shorelines/items/box_184_n47w054_part-e86ee27e8ebf.json
new file mode 100644
index 0000000000..a560b9317b
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_184_n47w054_part-e86ee27e8ebf.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_184_n47w054_part-e86ee27e8ebf",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -53.898549,
+      47.353925,
+      -52.495602,
+      49.569929
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 19043,
+    "datetime": "2024-06-18T14:36:57.867976Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -52.495602,
+          47.353925
+        ],
+        [
+          -52.495602,
+          49.569929
+        ],
+        [
+          -53.898549,
+          49.569929
+        ],
+        [
+          -53.898549,
+          47.353925
+        ],
+        [
+          -52.495602,
+          47.353925
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=184/n47w054_part-e86ee27e8ebf.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -53.898549,
+    47.353925,
+    -52.495602,
+    49.569929
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_186_n47w011_part-8440bb43b292.json b/current/shorelinemonitor-shorelines/items/box_186_n47w011_part-8440bb43b292.json
new file mode 100644
index 0000000000..88d25afdd4
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_186_n47w011_part-8440bb43b292.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_186_n47w011_part-8440bb43b292",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -10.667191,
+      47.353943,
+      -0.000271,
+      54.202
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 66045,
+    "datetime": "2024-06-18T14:37:10.444726Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.000271,
+          47.353943
+        ],
+        [
+          -0.000271,
+          54.202
+        ],
+        [
+          -10.667191,
+          54.202
+        ],
+        [
+          -10.667191,
+          47.353943
+        ],
+        [
+          -0.000271,
+          47.353943
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=186/n47w011_part-8440bb43b292.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -10.667191,
+    47.353943,
+    -0.000271,
+    54.202
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_186_n52w010_part-fc9d1d73e40b.json b/current/shorelinemonitor-shorelines/items/box_186_n52w010_part-fc9d1d73e40b.json
new file mode 100644
index 0000000000..ccd5655969
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_186_n52w010_part-fc9d1d73e40b.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_186_n52w010_part-fc9d1d73e40b",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -10.32286,
+      52.412512,
+      -0.212532,
+      58.155128
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 130159,
+    "datetime": "2024-06-18T14:38:07.104604Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.212532,
+          52.412512
+        ],
+        [
+          -0.212532,
+          58.155128
+        ],
+        [
+          -10.32286,
+          58.155128
+        ],
+        [
+          -10.32286,
+          52.412512
+        ],
+        [
+          -0.212532,
+          52.412512
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=186/n52w010_part-fc9d1d73e40b.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -10.32286,
+    52.412512,
+    -0.212532,
+    58.155128
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_187_n49e000_part-0aafb2f7a216.json b/current/shorelinemonitor-shorelines/items/box_187_n49e000_part-0aafb2f7a216.json
new file mode 100644
index 0000000000..370cfce00e
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_187_n49e000_part-0aafb2f7a216.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_187_n49e000_part-0aafb2f7a216",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      0.000271,
+      49.22153,
+      17.965966,
+      55.863133
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 90771,
+    "datetime": "2024-06-18T14:39:55.097923Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965966,
+          49.22153
+        ],
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+          55.863133
+        ],
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+        ],
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+          49.22153
+        ],
+        [
+          17.965966,
+          49.22153
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=187/n49e000_part-0aafb2f7a216.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    0.000271,
+    49.22153,
+    17.965966,
+    55.863133
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_187_n52e000_part-950d2ea2b98f.json b/current/shorelinemonitor-shorelines/items/box_187_n52e000_part-950d2ea2b98f.json
new file mode 100644
index 0000000000..9d4ec684be
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_187_n52e000_part-950d2ea2b98f.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_187_n52e000_part-950d2ea2b98f",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      0.000271,
+      52.412492,
+      17.1238,
+      58.155128
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 130511,
+    "datetime": "2024-06-18T14:41:02.673849Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
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+          17.1238,
+          52.412492
+        ],
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+          58.155128
+        ],
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+        ],
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+          0.000271,
+          52.412492
+        ],
+        [
+          17.1238,
+          52.412492
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=187/n52e000_part-950d2ea2b98f.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    0.000271,
+    52.412492,
+    17.1238,
+    58.155128
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_188_n54e018_part-5827c79c709e.json b/current/shorelinemonitor-shorelines/items/box_188_n54e018_part-5827c79c709e.json
new file mode 100644
index 0000000000..c5ecbc1020
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_188_n54e018_part-5827c79c709e.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_188_n54e018_part-5827c79c709e",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      17.966609,
+      54.091729,
+      24.703335,
+      58.155128
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 26342,
+    "datetime": "2024-06-18T14:42:45.074758Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          24.703335,
+          54.091729
+        ],
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+          24.703335,
+          58.155128
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+          17.966609,
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+        ],
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+          17.966609,
+          54.091729
+        ],
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+          24.703335,
+          54.091729
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=188/n54e018_part-5827c79c709e.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.966609,
+    54.091729,
+    24.703335,
+    58.155128
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_194_n47e135_part-2435b85baec4.json b/current/shorelinemonitor-shorelines/items/box_194_n47e135_part-2435b85baec4.json
new file mode 100644
index 0000000000..3c82ec25a6
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_194_n47e135_part-2435b85baec4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_194_n47e135_part-2435b85baec4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      135.028319,
+      47.353932,
+      143.730142,
+      58.154931
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 123146,
+    "datetime": "2024-06-18T14:42:57.448877Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          143.730142,
+          47.353932
+        ],
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+          58.154931
+        ],
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+        ],
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+          47.353932
+        ],
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+          143.730142,
+          47.353932
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=194/n47e135_part-2435b85baec4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    135.028319,
+    47.353932,
+    143.730142,
+    58.154931
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_195_n47e144_part-f5cdb2d17d66.json b/current/shorelinemonitor-shorelines/items/box_195_n47e144_part-f5cdb2d17d66.json
new file mode 100644
index 0000000000..1de195b842
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_195_n47e144_part-f5cdb2d17d66.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_195_n47e144_part-f5cdb2d17d66",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      143.73078,
+      47.35392,
+      161.696376,
+      58.155128
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 40477,
+    "datetime": "2024-06-18T14:43:54.291724Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          161.696376,
+          47.35392
+        ],
+        [
+          161.696376,
+          58.155128
+        ],
+        [
+          143.73078,
+          58.155128
+        ],
+        [
+          143.73078,
+          47.35392
+        ],
+        [
+          161.696376,
+          47.35392
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=195/n47e144_part-f5cdb2d17d66.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    143.73078,
+    47.35392,
+    161.696376,
+    58.155128
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_203_n58w095_part-fded77523f19.json b/current/shorelinemonitor-shorelines/items/box_203_n58w095_part-fded77523f19.json
new file mode 100644
index 0000000000..df0d636309
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_203_n58w095_part-fded77523f19.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_203_n58w095_part-fded77523f19",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -94.884249,
+      58.155481,
+      -92.639426,
+      60.447169
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 10805,
+    "datetime": "2024-06-18T14:44:13.122379Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -92.639426,
+          58.155481
+        ],
+        [
+          -92.639426,
+          60.447169
+        ],
+        [
+          -94.884249,
+          60.447169
+        ],
+        [
+          -94.884249,
+          58.155481
+        ],
+        [
+          -92.639426,
+          58.155481
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=203/n58w095_part-fded77523f19.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -94.884249,
+    58.155481,
+    -92.639426,
+    60.447169
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_207_n63w025_part-8f9d3a9b2c8d.json b/current/shorelinemonitor-shorelines/items/box_207_n63w025_part-8f9d3a9b2c8d.json
new file mode 100644
index 0000000000..a562f1b697
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_207_n63w025_part-8f9d3a9b2c8d.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_207_n63w025_part-8f9d3a9b2c8d",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -24.703237,
+      63.353823,
+      -17.966609,
+      66.445907
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 70725,
+    "datetime": "2024-06-18T14:44:18.678310Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -17.966609,
+          63.353823
+        ],
+        [
+          -17.966609,
+          66.445907
+        ],
+        [
+          -24.703237,
+          66.445907
+        ],
+        [
+          -24.703237,
+          63.353823
+        ],
+        [
+          -17.966609,
+          63.353823
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=207/n63w025_part-8f9d3a9b2c8d.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -24.703237,
+    63.353823,
+    -17.966609,
+    66.445907
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_208_n58w018_part-e4e72a8d5e0a.json b/current/shorelinemonitor-shorelines/items/box_208_n58w018_part-e4e72a8d5e0a.json
new file mode 100644
index 0000000000..353cf47301
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_208_n58w018_part-e4e72a8d5e0a.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_208_n58w018_part-e4e72a8d5e0a",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      -17.965971,
+      58.155463,
+      -0.561782,
+      66.445908
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 60052,
+    "datetime": "2024-06-18T14:44:54.414880Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          -0.561782,
+          58.155463
+        ],
+        [
+          -0.561782,
+          66.445908
+        ],
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+        ],
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+          -17.965971,
+          58.155463
+        ],
+        [
+          -0.561782,
+          58.155463
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=208/n58w018_part-e4e72a8d5e0a.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    -17.965971,
+    58.155463,
+    -0.561782,
+    66.445908
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_209_n58e005_part-5f214fd7d563.json b/current/shorelinemonitor-shorelines/items/box_209_n58e005_part-5f214fd7d563.json
new file mode 100644
index 0000000000..7c1670813b
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_209_n58e005_part-5f214fd7d563.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_209_n58e005_part-5f214fd7d563",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      5.33405,
+      58.155469,
+      17.965971,
+      61.622803
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 60469,
+    "datetime": "2024-06-18T14:45:25.708867Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965971,
+          58.155469
+        ],
+        [
+          17.965971,
+          61.622803
+        ],
+        [
+          5.33405,
+          61.622803
+        ],
+        [
+          5.33405,
+          58.155469
+        ],
+        [
+          17.965971,
+          58.155469
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=209/n58e005_part-5f214fd7d563.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    5.33405,
+    58.155469,
+    17.965971,
+    61.622803
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_209_n59e005_part-d344b8bb8225.json b/current/shorelinemonitor-shorelines/items/box_209_n59e005_part-d344b8bb8225.json
new file mode 100644
index 0000000000..5a4b1813d0
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_209_n59e005_part-d344b8bb8225.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_209_n59e005_part-d344b8bb8225",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      4.508225,
+      58.74303,
+      17.965971,
+      66.445908
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 129615,
+    "datetime": "2024-06-18T14:45:57.405287Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          17.965971,
+          58.74303
+        ],
+        [
+          17.965971,
+          66.445908
+        ],
+        [
+          4.508225,
+          66.445908
+        ],
+        [
+          4.508225,
+          58.74303
+        ],
+        [
+          17.965971,
+          58.74303
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=209/n59e005_part-d344b8bb8225.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    4.508225,
+    58.74303,
+    17.965971,
+    66.445908
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_209_n62e004_part-3da3de9ff452.json b/current/shorelinemonitor-shorelines/items/box_209_n62e004_part-3da3de9ff452.json
new file mode 100644
index 0000000000..4e65a11642
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_209_n62e004_part-3da3de9ff452.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_209_n62e004_part-3da3de9ff452",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      4.491879,
+      61.58172,
+      14.093375,
+      66.445908
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 133664,
+    "datetime": "2024-06-18T14:47:18.093082Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          14.093375,
+          61.58172
+        ],
+        [
+          14.093375,
+          66.445908
+        ],
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+          4.491879,
+          66.445908
+        ],
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+          4.491879,
+          61.58172
+        ],
+        [
+          14.093375,
+          61.58172
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=209/n62e004_part-3da3de9ff452.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    4.491879,
+    61.58172,
+    14.093375,
+    66.445908
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_210_n58e018_part-eba518656b4f.json b/current/shorelinemonitor-shorelines/items/box_210_n58e018_part-eba518656b4f.json
new file mode 100644
index 0000000000..be7c59cac8
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_210_n58e018_part-eba518656b4f.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_210_n58e018_part-eba518656b4f",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      17.966609,
+      58.155473,
+      35.932308,
+      66.445908
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 110287,
+    "datetime": "2024-06-18T14:48:40.437461Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932308,
+          58.155473
+        ],
+        [
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+          66.445908
+        ],
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+          17.966609,
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+        ],
+        [
+          17.966609,
+          58.155473
+        ],
+        [
+          35.932308,
+          58.155473
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=210/n58e018_part-eba518656b4f.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    17.966609,
+    58.155473,
+    35.932308,
+    66.445908
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_210_n58e022_part-47971fb84e5f.json b/current/shorelinemonitor-shorelines/items/box_210_n58e022_part-47971fb84e5f.json
new file mode 100644
index 0000000000..d31c337b80
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_210_n58e022_part-47971fb84e5f.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_210_n58e022_part-47971fb84e5f",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      22.458217,
+      58.155478,
+      35.932308,
+      65.394109
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 39178,
+    "datetime": "2024-06-18T14:49:51.552275Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          35.932308,
+          58.155478
+        ],
+        [
+          35.932308,
+          65.394109
+        ],
+        [
+          22.458217,
+          65.394109
+        ],
+        [
+          22.458217,
+          58.155478
+        ],
+        [
+          35.932308,
+          58.155478
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=210/n58e022_part-47971fb84e5f.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    22.458217,
+    58.155478,
+    35.932308,
+    65.394109
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/shorelinemonitor-shorelines/items/box_211_n64e036_part-f2cba72377c4.json b/current/shorelinemonitor-shorelines/items/box_211_n64e036_part-f2cba72377c4.json
new file mode 100644
index 0000000000..1210a0bf97
--- /dev/null
+++ b/current/shorelinemonitor-shorelines/items/box_211_n64e036_part-f2cba72377c4.json
@@ -0,0 +1,177 @@
+{
+  "type": "Feature",
+  "stac_version": "1.0.0",
+  "id": "box_211_n64e036_part-f2cba72377c4",
+  "properties": {
+    "title": "ShorelineMonitor: Satellite-Derived Shorelines",
+    "description": "ShorelineMonitor: Satellite-Derived Shorelines in Parquet format",
+    "table:columns": [
+      {
+        "name": "shoreline_name",
+        "type": "string",
+        "description": "Name assigned to the shoreline segment. The name consists of the box, the MultiLineString group and the LineString index; i.e., 'box_xx_xx_mlsxx_lsxx'."
+      },
+      {
+        "name": "time",
+        "type": "timestamp[ns]",
+        "description": "Timestamp of the shoreline observation."
+      },
+      {
+        "name": "geometry",
+        "type": "binary",
+        "description": "Shoreline geometry represented as linestrings, encoded in Well-Known Binary (WKB) format."
+      },
+      {
+        "name": "determination_times",
+        "type": "list<element: string>",
+        "description": "Times of the imagery that are included in the composite image. These are assumed to be UTC."
+      },
+      {
+        "name": "start_datetime",
+        "type": "string",
+        "description": "Start datetime refers to the timestamp (ISO 8601 format) of the first image that is included in the composite image."
+      },
+      {
+        "name": "end_datetime",
+        "type": "string",
+        "description": "End datetime refers to the timestamp (ISO 8601 format) of the last image that is included in the composite image."
+      },
+      {
+        "name": "otsu_threshold",
+        "type": "float",
+        "description": "Threshold value determined by Otsu's method for image binarization."
+      },
+      {
+        "name": "otsu_separability",
+        "type": "float",
+        "description": "Measure of the separability between land and water classes as determined by Otsu's method."
+      },
+      {
+        "name": "qa_cloud_cover",
+        "type": "string",
+        "description": "Quality assurance (GEE) information regarding cloud cover in the imagery."
+      },
+      {
+        "name": "image_id",
+        "type": "string",
+        "description": "Identifier for the source composite image used to derive the shoreline."
+      },
+      {
+        "name": "box_id",
+        "type": "string",
+        "description": "Unique identifier for the shoreline box within the global ShorelineMonitor system."
+      },
+      {
+        "name": "source_filename",
+        "type": "string",
+        "description": "Name of the original file from which shoreline data was processed."
+      },
+      {
+        "name": "group",
+        "type": "int32",
+        "description": "Identifier for multi-linestring groups/segments within the source ShorelineMonitor data as exported from GEE."
+      },
+      {
+        "name": "bbox.xmax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.xmin",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymax",
+        "type": "double"
+      },
+      {
+        "name": "bbox.ymin",
+        "type": "double"
+      },
+      {
+        "name": "quadkey",
+        "type": "string",
+        "description": "QuadKey (zoom level 7) for spatial indexing, representing the spatial location of the shoreline segment."
+      }
+    ],
+    "proj:bbox": [
+      35.932946,
+      63.72911,
+      44.354014,
+      66.445908
+    ],
+    "proj:epsg": 4326,
+    "start_datetime": "1984-01-01T00:00:00Z",
+    "end_datetime": "2021-01-01T00:00:00Z",
+    "table:row_count": 32029,
+    "datetime": "2024-06-18T14:50:16.930849Z"
+  },
+  "geometry": {
+    "type": "Polygon",
+    "coordinates": [
+      [
+        [
+          44.354014,
+          63.72911
+        ],
+        [
+          44.354014,
+          66.445908
+        ],
+        [
+          35.932946,
+          66.445908
+        ],
+        [
+          35.932946,
+          63.72911
+        ],
+        [
+          44.354014,
+          63.72911
+        ]
+      ]
+    ]
+  },
+  "links": [
+    {
+      "rel": "collection",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    },
+    {
+      "rel": "root",
+      "href": "../../catalog.json",
+      "type": "application/json",
+      "title": "CoCliCo STAC Catalog"
+    },
+    {
+      "rel": "parent",
+      "href": "../collection.json",
+      "type": "application/json",
+      "title": "ShorelineMonitor: Satellite-Derived Shorelines"
+    }
+  ],
+  "assets": {
+    "data": {
+      "href": "az://shorelinemonitor-shorelines/release/2024-06-17/box=211/n64e036_part-f2cba72377c4.parquet",
+      "type": "application/vnd.apache.parquet",
+      "title": "ShorelineMonitor Satellite-Derived Shorelines",
+      "description": "ShorelineMonitor Parquet dataset with Satellite-Derived Shorelines for this region.",
+      "roles": [
+        "data"
+      ]
+    }
+  },
+  "bbox": [
+    35.932946,
+    63.72911,
+    44.354014,
+    66.445908
+  ],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/table/v1.2.0/schema.json",
+    "https://stac-extensions.github.io/projection/v1.1.0/schema.json"
+  ],
+  "collection": "shorelinemonitor-shorelines"
+}
\ No newline at end of file
diff --git a/current/slp/collection.json b/current/slp/collection.json
index bd4eb64f74..4800c1267c 100644
--- a/current/slp/collection.json
+++ b/current/slp/collection.json
@@ -2,787 +2,1567 @@
   "type": "Collection",
   "id": "slp",
   "stac_version": "1.0.0",
-  "description": "The MSL_CIS_HIGH-END dataset provides AR6-based regional mean sea level projections following the High-end in 2030, 2040, 2050, 2060, 2070, 2080, 2090, 2100, 2110, 2120, 2130, 2140 and 2150 with respect to the baseline period 1995-2014 at a resolution of 1\u00b0 x 1\u00b0.",
+  "description": "The MSL_CIS_HIGH-END dataset provides AR6-based regional mean sea level projections following the High-end in 2030, 2040, 2050, 2060, 2070, 2080, 2090, 2100, 2110, 2120, 2130, 2140 and 2150 with respect to the baseline period 1995-2014 at a resolution of 1\u00c2\u00b0 x 1\u00c2\u00b0.",
   "links": [
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2031.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2031"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2041.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2041"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2051.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2051"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2061.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2061"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2071.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2071"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_h/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_h",
+        "time": "2151"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2031.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2031"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2041.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2041"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2051.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2051"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2061.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2061"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2071.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2071"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/high_end/msl_m/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "high_end",
+        "ensemble": "msl_m",
+        "time": "2151"
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+      }
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       "rel": "item",
       "href": "./items/ssp245/msl_m/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_m/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_m",
+        "time": "2151"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2031.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2031"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2041.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2041"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2051.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2051"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2061.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2061"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2071.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2071"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp245/msl_l/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp245",
+        "ensemble": "msl_l",
+        "time": "2151"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2031.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2031"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2041.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2041"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2051.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2051"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2061.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2061"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2071.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2071"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_h/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_h",
+        "time": "2151"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2031.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2031"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2041.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2041"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2051.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2051"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2061.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2061"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2071.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2071"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_m/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_m",
+        "time": "2151"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2031.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2031"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2041.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2041"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2051.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2051"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2061.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2061"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2071.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2071"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2081.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2081"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2091.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2091"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2101.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2101"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2111.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2111"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2121.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2121"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2131.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2131"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2141.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2141"
+      }
     },
     {
       "rel": "item",
       "href": "./items/ssp585/msl_l/2151.json",
-      "type": "application/json"
+      "type": "application/json",
+      "properties": {
+        "scenarios": "ssp585",
+        "ensemble": "msl_l",
+        "time": "2151"
+      }
     },
     {
       "rel": "root",
@@ -868,13 +1648,41 @@
     },
     {
       "name": "BRGM, French Geological Survey",
-      "description": "BRGM, the French geological survey, is France\u2019s leading public institution for Earth Science applications for the management of surface and sub-surface resources with a view to sustainable development. Under partnerships with numerous public and private stakeholders, BRGM focuses on scientific research, expertise and innovation. Its activity meets 4 objectives: understanding geological phenomena and related risks, developing new techniques and methodologies, producing and distributing data for surface, subsurface and resource management, providing the tools required to manage the surface, subsurface and resources, prevent risks and pollution, and manage policies in response to climate change.",
+      "description": "BRGM, the French geological survey, is France\u00e2\u20ac\u2122s leading public institution for Earth Science applications for the management of surface and sub-surface resources with a view to sustainable development. Under partnerships with numerous public and private stakeholders, BRGM focuses on scientific research, expertise and innovation. Its activity meets 4 objectives: understanding geological phenomena and related risks, developing new techniques and methodologies, producing and distributing data for surface, subsurface and resource management, providing the tools required to manage the surface, subsurface and resources, prevent risks and pollution, and manage policies in response to climate change.",
       "roles": [
         "producer"
       ],
       "url": "www.brgm.fr"
     }
   ],
+  "summaries": {
+    "scenarios": [
+      "high_end",
+      "ssp126",
+      "ssp245",
+      "ssp585"
+    ],
+    "ensemble": [
+      "msl_h",
+      "msl_m",
+      "msl_l"
+    ],
+    "time": [
+      "2031",
+      "2041",
+      "2051",
+      "2061",
+      "2071",
+      "2081",
+      "2091",
+      "2101",
+      "2111",
+      "2121",
+      "2131",
+      "2141",
+      "2151"
+    ]
+  },
   "assets": {
     "thumbnail": {
       "href": "https://storage.googleapis.com/dgds-data-public/coclico/assets/thumbnails/slp.png",
diff --git a/current/slp/items/high_end/msl_h/2031.json b/current/slp/items/high_end/msl_h/2031.json
index 4e7932c694..ebf934f78c 100644
--- a/current/slp/items/high_end/msl_h/2031.json
+++ b/current/slp/items/high_end/msl_h/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2031",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2041.json b/current/slp/items/high_end/msl_h/2041.json
index dcb7a5213d..ee476a62e0 100644
--- a/current/slp/items/high_end/msl_h/2041.json
+++ b/current/slp/items/high_end/msl_h/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2041",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2051.json b/current/slp/items/high_end/msl_h/2051.json
index 796464480f..16ffd86fb2 100644
--- a/current/slp/items/high_end/msl_h/2051.json
+++ b/current/slp/items/high_end/msl_h/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2051",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2061.json b/current/slp/items/high_end/msl_h/2061.json
index 79a8bb010b..703b443555 100644
--- a/current/slp/items/high_end/msl_h/2061.json
+++ b/current/slp/items/high_end/msl_h/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2061",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2071.json b/current/slp/items/high_end/msl_h/2071.json
index 87070528e8..f4b4294612 100644
--- a/current/slp/items/high_end/msl_h/2071.json
+++ b/current/slp/items/high_end/msl_h/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2071",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2081.json b/current/slp/items/high_end/msl_h/2081.json
index 697fc19a6d..8751b47914 100644
--- a/current/slp/items/high_end/msl_h/2081.json
+++ b/current/slp/items/high_end/msl_h/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2081",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2091.json b/current/slp/items/high_end/msl_h/2091.json
index 3f1d1436d3..b9388a9f7f 100644
--- a/current/slp/items/high_end/msl_h/2091.json
+++ b/current/slp/items/high_end/msl_h/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2091",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2101.json b/current/slp/items/high_end/msl_h/2101.json
index 91d54ea7d5..7cd2acf582 100644
--- a/current/slp/items/high_end/msl_h/2101.json
+++ b/current/slp/items/high_end/msl_h/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2101",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2111.json b/current/slp/items/high_end/msl_h/2111.json
index 20365319f5..5b73587a26 100644
--- a/current/slp/items/high_end/msl_h/2111.json
+++ b/current/slp/items/high_end/msl_h/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2111",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2121.json b/current/slp/items/high_end/msl_h/2121.json
index 021112e94c..11d114ca4b 100644
--- a/current/slp/items/high_end/msl_h/2121.json
+++ b/current/slp/items/high_end/msl_h/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2121",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2131.json b/current/slp/items/high_end/msl_h/2131.json
index 79966d7304..19ba363896 100644
--- a/current/slp/items/high_end/msl_h/2131.json
+++ b/current/slp/items/high_end/msl_h/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2131",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2141.json b/current/slp/items/high_end/msl_h/2141.json
index 491b474011..524cdcee54 100644
--- a/current/slp/items/high_end/msl_h/2141.json
+++ b/current/slp/items/high_end/msl_h/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2141",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_h/2151.json b/current/slp/items/high_end/msl_h/2151.json
index ea320ad660..93d225f8e0 100644
--- a/current/slp/items/high_end/msl_h/2151.json
+++ b/current/slp/items/high_end/msl_h/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_h",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_h_2151",
+      "type": "application/png",
+      "title": "slp:high_end_msl_h_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2031.json b/current/slp/items/high_end/msl_l/2031.json
index e4df5a992a..f598586143 100644
--- a/current/slp/items/high_end/msl_l/2031.json
+++ b/current/slp/items/high_end/msl_l/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2031",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2041.json b/current/slp/items/high_end/msl_l/2041.json
index 47d0210baf..69deaa53d1 100644
--- a/current/slp/items/high_end/msl_l/2041.json
+++ b/current/slp/items/high_end/msl_l/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2041",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2051.json b/current/slp/items/high_end/msl_l/2051.json
index ece5522150..dbc72660ca 100644
--- a/current/slp/items/high_end/msl_l/2051.json
+++ b/current/slp/items/high_end/msl_l/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2051",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2061.json b/current/slp/items/high_end/msl_l/2061.json
index 8bc9df7bf9..8584d23739 100644
--- a/current/slp/items/high_end/msl_l/2061.json
+++ b/current/slp/items/high_end/msl_l/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2061",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2071.json b/current/slp/items/high_end/msl_l/2071.json
index a3ca2d88d6..7f4d94251c 100644
--- a/current/slp/items/high_end/msl_l/2071.json
+++ b/current/slp/items/high_end/msl_l/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2071",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2081.json b/current/slp/items/high_end/msl_l/2081.json
index 5e8e085565..df895b0ab2 100644
--- a/current/slp/items/high_end/msl_l/2081.json
+++ b/current/slp/items/high_end/msl_l/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2081",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2091.json b/current/slp/items/high_end/msl_l/2091.json
index 9176daf97a..e1964abf0b 100644
--- a/current/slp/items/high_end/msl_l/2091.json
+++ b/current/slp/items/high_end/msl_l/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2091",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2101.json b/current/slp/items/high_end/msl_l/2101.json
index 81515d3d2e..3b6fa1b39d 100644
--- a/current/slp/items/high_end/msl_l/2101.json
+++ b/current/slp/items/high_end/msl_l/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2101",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2111.json b/current/slp/items/high_end/msl_l/2111.json
index d3f46c6027..959270c34a 100644
--- a/current/slp/items/high_end/msl_l/2111.json
+++ b/current/slp/items/high_end/msl_l/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2111",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2121.json b/current/slp/items/high_end/msl_l/2121.json
index 236fd67bda..efbdcc49bb 100644
--- a/current/slp/items/high_end/msl_l/2121.json
+++ b/current/slp/items/high_end/msl_l/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2121",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2131.json b/current/slp/items/high_end/msl_l/2131.json
index ba07afa45a..9a67bce453 100644
--- a/current/slp/items/high_end/msl_l/2131.json
+++ b/current/slp/items/high_end/msl_l/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2131",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2141.json b/current/slp/items/high_end/msl_l/2141.json
index 6ca865e84a..5f5f98a5a1 100644
--- a/current/slp/items/high_end/msl_l/2141.json
+++ b/current/slp/items/high_end/msl_l/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2141",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_l/2151.json b/current/slp/items/high_end/msl_l/2151.json
index f9771e6276..7ed2b4fc86 100644
--- a/current/slp/items/high_end/msl_l/2151.json
+++ b/current/slp/items/high_end/msl_l/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_l",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_l_2151",
+      "type": "application/png",
+      "title": "slp:high_end_msl_l_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2031.json b/current/slp/items/high_end/msl_m/2031.json
index 193c1c5b28..a5edaccda6 100644
--- a/current/slp/items/high_end/msl_m/2031.json
+++ b/current/slp/items/high_end/msl_m/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2031",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2041.json b/current/slp/items/high_end/msl_m/2041.json
index 9d8da9617c..53a4a112d3 100644
--- a/current/slp/items/high_end/msl_m/2041.json
+++ b/current/slp/items/high_end/msl_m/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2041",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2051.json b/current/slp/items/high_end/msl_m/2051.json
index 6d53fc95be..4c8e58b43d 100644
--- a/current/slp/items/high_end/msl_m/2051.json
+++ b/current/slp/items/high_end/msl_m/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2051",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2061.json b/current/slp/items/high_end/msl_m/2061.json
index daa8d8eb93..93431a6a16 100644
--- a/current/slp/items/high_end/msl_m/2061.json
+++ b/current/slp/items/high_end/msl_m/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2061",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2071.json b/current/slp/items/high_end/msl_m/2071.json
index bcf9b6da04..03d6329ad8 100644
--- a/current/slp/items/high_end/msl_m/2071.json
+++ b/current/slp/items/high_end/msl_m/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2071",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2081.json b/current/slp/items/high_end/msl_m/2081.json
index eb03d1cf0a..f5c58538cf 100644
--- a/current/slp/items/high_end/msl_m/2081.json
+++ b/current/slp/items/high_end/msl_m/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2081",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2091.json b/current/slp/items/high_end/msl_m/2091.json
index 2e17c25c47..944876ae6f 100644
--- a/current/slp/items/high_end/msl_m/2091.json
+++ b/current/slp/items/high_end/msl_m/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2091",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2101.json b/current/slp/items/high_end/msl_m/2101.json
index cabd245480..8d50fa6c60 100644
--- a/current/slp/items/high_end/msl_m/2101.json
+++ b/current/slp/items/high_end/msl_m/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2101",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2111.json b/current/slp/items/high_end/msl_m/2111.json
index c16ae96fb1..9f1e9d4ae8 100644
--- a/current/slp/items/high_end/msl_m/2111.json
+++ b/current/slp/items/high_end/msl_m/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2111",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2121.json b/current/slp/items/high_end/msl_m/2121.json
index 0079a30bec..a2dd9f6224 100644
--- a/current/slp/items/high_end/msl_m/2121.json
+++ b/current/slp/items/high_end/msl_m/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2121",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2131.json b/current/slp/items/high_end/msl_m/2131.json
index dd800eef63..202549b65a 100644
--- a/current/slp/items/high_end/msl_m/2131.json
+++ b/current/slp/items/high_end/msl_m/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2131",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2141.json b/current/slp/items/high_end/msl_m/2141.json
index 494f5e63c6..6f88617ca3 100644
--- a/current/slp/items/high_end/msl_m/2141.json
+++ b/current/slp/items/high_end/msl_m/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2141",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/high_end/msl_m/2151.json b/current/slp/items/high_end/msl_m/2151.json
index ee94aaac5e..562890bb7c 100644
--- a/current/slp/items/high_end/msl_m/2151.json
+++ b/current/slp/items/high_end/msl_m/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "high_end",
+    "ensemble": "msl_m",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:high_end_msl_m_2151",
+      "type": "application/png",
+      "title": "slp:high_end_msl_m_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
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diff --git a/current/slp/items/ssp126/msl_h/2031.json b/current/slp/items/ssp126/msl_h/2031.json
index 5d2fefbfb5..7a4f074ecb 100644
--- a/current/slp/items/ssp126/msl_h/2031.json
+++ b/current/slp/items/ssp126/msl_h/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2031",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2041.json b/current/slp/items/ssp126/msl_h/2041.json
index 9b6fc45fe9..0fa9fcc38f 100644
--- a/current/slp/items/ssp126/msl_h/2041.json
+++ b/current/slp/items/ssp126/msl_h/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2041",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2051.json b/current/slp/items/ssp126/msl_h/2051.json
index cedd0e940a..0d50250889 100644
--- a/current/slp/items/ssp126/msl_h/2051.json
+++ b/current/slp/items/ssp126/msl_h/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2051",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2061.json b/current/slp/items/ssp126/msl_h/2061.json
index 83c22a0b02..0018df3408 100644
--- a/current/slp/items/ssp126/msl_h/2061.json
+++ b/current/slp/items/ssp126/msl_h/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2061",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2071.json b/current/slp/items/ssp126/msl_h/2071.json
index 5b785a60ac..d37ffade8b 100644
--- a/current/slp/items/ssp126/msl_h/2071.json
+++ b/current/slp/items/ssp126/msl_h/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2071",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2081.json b/current/slp/items/ssp126/msl_h/2081.json
index 3493701f0d..c17bababd1 100644
--- a/current/slp/items/ssp126/msl_h/2081.json
+++ b/current/slp/items/ssp126/msl_h/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2081",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2091.json b/current/slp/items/ssp126/msl_h/2091.json
index 0cdb3b9eba..e7a3f1be2f 100644
--- a/current/slp/items/ssp126/msl_h/2091.json
+++ b/current/slp/items/ssp126/msl_h/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2091",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2101.json b/current/slp/items/ssp126/msl_h/2101.json
index 5b7284c57d..fd4c39a83c 100644
--- a/current/slp/items/ssp126/msl_h/2101.json
+++ b/current/slp/items/ssp126/msl_h/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2101",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2111.json b/current/slp/items/ssp126/msl_h/2111.json
index d1c7e176e7..c415c41deb 100644
--- a/current/slp/items/ssp126/msl_h/2111.json
+++ b/current/slp/items/ssp126/msl_h/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2111",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2121.json b/current/slp/items/ssp126/msl_h/2121.json
index cac79d6f14..0784543950 100644
--- a/current/slp/items/ssp126/msl_h/2121.json
+++ b/current/slp/items/ssp126/msl_h/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2121",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2131.json b/current/slp/items/ssp126/msl_h/2131.json
index 6da45d6402..7db623f4a1 100644
--- a/current/slp/items/ssp126/msl_h/2131.json
+++ b/current/slp/items/ssp126/msl_h/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2131",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2141.json b/current/slp/items/ssp126/msl_h/2141.json
index 601db2e31c..a952fc4192 100644
--- a/current/slp/items/ssp126/msl_h/2141.json
+++ b/current/slp/items/ssp126/msl_h/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2141",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_h/2151.json b/current/slp/items/ssp126/msl_h/2151.json
index 328d360436..c9e633e644 100644
--- a/current/slp/items/ssp126/msl_h/2151.json
+++ b/current/slp/items/ssp126/msl_h/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_h",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_h_2151",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_h_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2031.json b/current/slp/items/ssp126/msl_l/2031.json
index 84a4c05365..408cf37997 100644
--- a/current/slp/items/ssp126/msl_l/2031.json
+++ b/current/slp/items/ssp126/msl_l/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2031",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2041.json b/current/slp/items/ssp126/msl_l/2041.json
index 7cba0fadc4..8ec5834c9d 100644
--- a/current/slp/items/ssp126/msl_l/2041.json
+++ b/current/slp/items/ssp126/msl_l/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2041",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2051.json b/current/slp/items/ssp126/msl_l/2051.json
index b0a2d4a4ed..14eb9aee59 100644
--- a/current/slp/items/ssp126/msl_l/2051.json
+++ b/current/slp/items/ssp126/msl_l/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2051",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2061.json b/current/slp/items/ssp126/msl_l/2061.json
index 434da2be89..2945950c28 100644
--- a/current/slp/items/ssp126/msl_l/2061.json
+++ b/current/slp/items/ssp126/msl_l/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2061",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2071.json b/current/slp/items/ssp126/msl_l/2071.json
index 23b7cb2306..1a97ab621f 100644
--- a/current/slp/items/ssp126/msl_l/2071.json
+++ b/current/slp/items/ssp126/msl_l/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2071",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2081.json b/current/slp/items/ssp126/msl_l/2081.json
index e8cbdd1f65..92ef3ff418 100644
--- a/current/slp/items/ssp126/msl_l/2081.json
+++ b/current/slp/items/ssp126/msl_l/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2081",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2091.json b/current/slp/items/ssp126/msl_l/2091.json
index d381946a60..25ad4d79e7 100644
--- a/current/slp/items/ssp126/msl_l/2091.json
+++ b/current/slp/items/ssp126/msl_l/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2091",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2101.json b/current/slp/items/ssp126/msl_l/2101.json
index 6bbc1f8865..04f60ac2bd 100644
--- a/current/slp/items/ssp126/msl_l/2101.json
+++ b/current/slp/items/ssp126/msl_l/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2101",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2111.json b/current/slp/items/ssp126/msl_l/2111.json
index b431e5f680..22e0cbcbe5 100644
--- a/current/slp/items/ssp126/msl_l/2111.json
+++ b/current/slp/items/ssp126/msl_l/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2111",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2121.json b/current/slp/items/ssp126/msl_l/2121.json
index 8791b73411..51aa6efda7 100644
--- a/current/slp/items/ssp126/msl_l/2121.json
+++ b/current/slp/items/ssp126/msl_l/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2121",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2131.json b/current/slp/items/ssp126/msl_l/2131.json
index f25495e082..dbffe6870d 100644
--- a/current/slp/items/ssp126/msl_l/2131.json
+++ b/current/slp/items/ssp126/msl_l/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2131",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2141.json b/current/slp/items/ssp126/msl_l/2141.json
index 2c83c572ea..5549b5356e 100644
--- a/current/slp/items/ssp126/msl_l/2141.json
+++ b/current/slp/items/ssp126/msl_l/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2141",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_l/2151.json b/current/slp/items/ssp126/msl_l/2151.json
index 23ce3ab88f..20e1efe9bb 100644
--- a/current/slp/items/ssp126/msl_l/2151.json
+++ b/current/slp/items/ssp126/msl_l/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_l",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_l_2151",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_l_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2031.json b/current/slp/items/ssp126/msl_m/2031.json
index 0ab27329b9..a9488578ec 100644
--- a/current/slp/items/ssp126/msl_m/2031.json
+++ b/current/slp/items/ssp126/msl_m/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2031",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2041.json b/current/slp/items/ssp126/msl_m/2041.json
index 6836016911..aca0e24797 100644
--- a/current/slp/items/ssp126/msl_m/2041.json
+++ b/current/slp/items/ssp126/msl_m/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2041",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2051.json b/current/slp/items/ssp126/msl_m/2051.json
index 2cb80c0623..e7ce51f77b 100644
--- a/current/slp/items/ssp126/msl_m/2051.json
+++ b/current/slp/items/ssp126/msl_m/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2051",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2061.json b/current/slp/items/ssp126/msl_m/2061.json
index 250824bb3d..11b03b3cc9 100644
--- a/current/slp/items/ssp126/msl_m/2061.json
+++ b/current/slp/items/ssp126/msl_m/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2061",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2071.json b/current/slp/items/ssp126/msl_m/2071.json
index af3b93fd3f..08f39bc3a8 100644
--- a/current/slp/items/ssp126/msl_m/2071.json
+++ b/current/slp/items/ssp126/msl_m/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2071",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2081.json b/current/slp/items/ssp126/msl_m/2081.json
index a5b2d2d0ac..a887c0dfe8 100644
--- a/current/slp/items/ssp126/msl_m/2081.json
+++ b/current/slp/items/ssp126/msl_m/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2081",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2091.json b/current/slp/items/ssp126/msl_m/2091.json
index edea16b375..00d70ec414 100644
--- a/current/slp/items/ssp126/msl_m/2091.json
+++ b/current/slp/items/ssp126/msl_m/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2091",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2101.json b/current/slp/items/ssp126/msl_m/2101.json
index 73fa3ff032..ef920e01ea 100644
--- a/current/slp/items/ssp126/msl_m/2101.json
+++ b/current/slp/items/ssp126/msl_m/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2101",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2111.json b/current/slp/items/ssp126/msl_m/2111.json
index 463cb54466..62372574d2 100644
--- a/current/slp/items/ssp126/msl_m/2111.json
+++ b/current/slp/items/ssp126/msl_m/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2111",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2121.json b/current/slp/items/ssp126/msl_m/2121.json
index e18a58ac0b..f7db2e5f89 100644
--- a/current/slp/items/ssp126/msl_m/2121.json
+++ b/current/slp/items/ssp126/msl_m/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2121",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2131.json b/current/slp/items/ssp126/msl_m/2131.json
index 6f6e1e654e..e59ee3e298 100644
--- a/current/slp/items/ssp126/msl_m/2131.json
+++ b/current/slp/items/ssp126/msl_m/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2131",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2141.json b/current/slp/items/ssp126/msl_m/2141.json
index 9bf5e80955..d81a4bbac6 100644
--- a/current/slp/items/ssp126/msl_m/2141.json
+++ b/current/slp/items/ssp126/msl_m/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2141",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp126/msl_m/2151.json b/current/slp/items/ssp126/msl_m/2151.json
index 56579c74a4..32b73b0bfc 100644
--- a/current/slp/items/ssp126/msl_m/2151.json
+++ b/current/slp/items/ssp126/msl_m/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp126",
+    "ensemble": "msl_m",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp126_msl_m_2151",
+      "type": "application/png",
+      "title": "slp:ssp126_msl_m_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2031.json b/current/slp/items/ssp245/msl_h/2031.json
index dfeeb9f713..06d4462d30 100644
--- a/current/slp/items/ssp245/msl_h/2031.json
+++ b/current/slp/items/ssp245/msl_h/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2031",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2041.json b/current/slp/items/ssp245/msl_h/2041.json
index 6e216b9956..5cb65af619 100644
--- a/current/slp/items/ssp245/msl_h/2041.json
+++ b/current/slp/items/ssp245/msl_h/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2041",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2051.json b/current/slp/items/ssp245/msl_h/2051.json
index 027cd4dd68..3e30c38381 100644
--- a/current/slp/items/ssp245/msl_h/2051.json
+++ b/current/slp/items/ssp245/msl_h/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2051",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2061.json b/current/slp/items/ssp245/msl_h/2061.json
index cffd78be95..1b6f10d78a 100644
--- a/current/slp/items/ssp245/msl_h/2061.json
+++ b/current/slp/items/ssp245/msl_h/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2061",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2071.json b/current/slp/items/ssp245/msl_h/2071.json
index de57b78631..7bb143daf0 100644
--- a/current/slp/items/ssp245/msl_h/2071.json
+++ b/current/slp/items/ssp245/msl_h/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2071",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2081.json b/current/slp/items/ssp245/msl_h/2081.json
index b08d3ceaa4..77f5b7e496 100644
--- a/current/slp/items/ssp245/msl_h/2081.json
+++ b/current/slp/items/ssp245/msl_h/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2081",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2091.json b/current/slp/items/ssp245/msl_h/2091.json
index b211b9c77e..d8a9bb40cc 100644
--- a/current/slp/items/ssp245/msl_h/2091.json
+++ b/current/slp/items/ssp245/msl_h/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2091",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2101.json b/current/slp/items/ssp245/msl_h/2101.json
index 2df1ae47fd..bbd56e5a0c 100644
--- a/current/slp/items/ssp245/msl_h/2101.json
+++ b/current/slp/items/ssp245/msl_h/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2101",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2111.json b/current/slp/items/ssp245/msl_h/2111.json
index 506e4b1a55..3f9fed719a 100644
--- a/current/slp/items/ssp245/msl_h/2111.json
+++ b/current/slp/items/ssp245/msl_h/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2111",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2121.json b/current/slp/items/ssp245/msl_h/2121.json
index f202d1f1bf..65afcc0af7 100644
--- a/current/slp/items/ssp245/msl_h/2121.json
+++ b/current/slp/items/ssp245/msl_h/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2121",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2131.json b/current/slp/items/ssp245/msl_h/2131.json
index 712bbbd97d..6468ed1f06 100644
--- a/current/slp/items/ssp245/msl_h/2131.json
+++ b/current/slp/items/ssp245/msl_h/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2131",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2141.json b/current/slp/items/ssp245/msl_h/2141.json
index 83c0029e0f..c654f117c1 100644
--- a/current/slp/items/ssp245/msl_h/2141.json
+++ b/current/slp/items/ssp245/msl_h/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2141",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_h/2151.json b/current/slp/items/ssp245/msl_h/2151.json
index 87b37a4af0..ca4853e4d9 100644
--- a/current/slp/items/ssp245/msl_h/2151.json
+++ b/current/slp/items/ssp245/msl_h/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_h",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_h_2151",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_h_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2031.json b/current/slp/items/ssp245/msl_l/2031.json
index 4d7d43659c..6033ef2fd7 100644
--- a/current/slp/items/ssp245/msl_l/2031.json
+++ b/current/slp/items/ssp245/msl_l/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2031",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2041.json b/current/slp/items/ssp245/msl_l/2041.json
index 34523f1db4..ce80ae5e82 100644
--- a/current/slp/items/ssp245/msl_l/2041.json
+++ b/current/slp/items/ssp245/msl_l/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2041",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2051.json b/current/slp/items/ssp245/msl_l/2051.json
index b9930c055b..edc301a28a 100644
--- a/current/slp/items/ssp245/msl_l/2051.json
+++ b/current/slp/items/ssp245/msl_l/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2051",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2061.json b/current/slp/items/ssp245/msl_l/2061.json
index 6b9a764a58..a6e900e34a 100644
--- a/current/slp/items/ssp245/msl_l/2061.json
+++ b/current/slp/items/ssp245/msl_l/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2061",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2071.json b/current/slp/items/ssp245/msl_l/2071.json
index 7640a49dfb..5252fe31e2 100644
--- a/current/slp/items/ssp245/msl_l/2071.json
+++ b/current/slp/items/ssp245/msl_l/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2071",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2081.json b/current/slp/items/ssp245/msl_l/2081.json
index a0a4531eda..c8058fafa3 100644
--- a/current/slp/items/ssp245/msl_l/2081.json
+++ b/current/slp/items/ssp245/msl_l/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2081",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2091.json b/current/slp/items/ssp245/msl_l/2091.json
index 791eccc558..7988dd032d 100644
--- a/current/slp/items/ssp245/msl_l/2091.json
+++ b/current/slp/items/ssp245/msl_l/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2091",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2101.json b/current/slp/items/ssp245/msl_l/2101.json
index ee00918c71..7ca737c03d 100644
--- a/current/slp/items/ssp245/msl_l/2101.json
+++ b/current/slp/items/ssp245/msl_l/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2101",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2111.json b/current/slp/items/ssp245/msl_l/2111.json
index 83cc1a1dac..35883c2257 100644
--- a/current/slp/items/ssp245/msl_l/2111.json
+++ b/current/slp/items/ssp245/msl_l/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2111",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2121.json b/current/slp/items/ssp245/msl_l/2121.json
index 72a410e3f8..7d9539f94d 100644
--- a/current/slp/items/ssp245/msl_l/2121.json
+++ b/current/slp/items/ssp245/msl_l/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2121",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2131.json b/current/slp/items/ssp245/msl_l/2131.json
index 7dafb4ebe4..032fa37ae3 100644
--- a/current/slp/items/ssp245/msl_l/2131.json
+++ b/current/slp/items/ssp245/msl_l/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2131",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2141.json b/current/slp/items/ssp245/msl_l/2141.json
index 1e1090d095..c2530ef653 100644
--- a/current/slp/items/ssp245/msl_l/2141.json
+++ b/current/slp/items/ssp245/msl_l/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2141",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_l/2151.json b/current/slp/items/ssp245/msl_l/2151.json
index 2799c42752..6f9024f767 100644
--- a/current/slp/items/ssp245/msl_l/2151.json
+++ b/current/slp/items/ssp245/msl_l/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_l",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_l_2151",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_l_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2031.json b/current/slp/items/ssp245/msl_m/2031.json
index 028e159903..445ebf84ba 100644
--- a/current/slp/items/ssp245/msl_m/2031.json
+++ b/current/slp/items/ssp245/msl_m/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2031",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2041.json b/current/slp/items/ssp245/msl_m/2041.json
index 8203daa420..deb9f1c59c 100644
--- a/current/slp/items/ssp245/msl_m/2041.json
+++ b/current/slp/items/ssp245/msl_m/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2041",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2051.json b/current/slp/items/ssp245/msl_m/2051.json
index b4acd3eb82..1b824aa0ac 100644
--- a/current/slp/items/ssp245/msl_m/2051.json
+++ b/current/slp/items/ssp245/msl_m/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2051",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2061.json b/current/slp/items/ssp245/msl_m/2061.json
index a45bda05b4..07dcb2038b 100644
--- a/current/slp/items/ssp245/msl_m/2061.json
+++ b/current/slp/items/ssp245/msl_m/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2061",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2071.json b/current/slp/items/ssp245/msl_m/2071.json
index cd18d9e64e..3820b0d550 100644
--- a/current/slp/items/ssp245/msl_m/2071.json
+++ b/current/slp/items/ssp245/msl_m/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2071",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2081.json b/current/slp/items/ssp245/msl_m/2081.json
index e289a5a6aa..62788f7d89 100644
--- a/current/slp/items/ssp245/msl_m/2081.json
+++ b/current/slp/items/ssp245/msl_m/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2081",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2091.json b/current/slp/items/ssp245/msl_m/2091.json
index ca4355ad4c..448d24edb4 100644
--- a/current/slp/items/ssp245/msl_m/2091.json
+++ b/current/slp/items/ssp245/msl_m/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2091",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2101.json b/current/slp/items/ssp245/msl_m/2101.json
index 6036b3b5a5..722dab6b68 100644
--- a/current/slp/items/ssp245/msl_m/2101.json
+++ b/current/slp/items/ssp245/msl_m/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2101",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2111.json b/current/slp/items/ssp245/msl_m/2111.json
index c52333ecfb..8f82427cdb 100644
--- a/current/slp/items/ssp245/msl_m/2111.json
+++ b/current/slp/items/ssp245/msl_m/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2111",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2121.json b/current/slp/items/ssp245/msl_m/2121.json
index 40387f61d1..5ca8c539f0 100644
--- a/current/slp/items/ssp245/msl_m/2121.json
+++ b/current/slp/items/ssp245/msl_m/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2121",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2131.json b/current/slp/items/ssp245/msl_m/2131.json
index 2b0c050bed..8c2c7cf578 100644
--- a/current/slp/items/ssp245/msl_m/2131.json
+++ b/current/slp/items/ssp245/msl_m/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2131",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2141.json b/current/slp/items/ssp245/msl_m/2141.json
index 8f5a421b72..4926e4f65b 100644
--- a/current/slp/items/ssp245/msl_m/2141.json
+++ b/current/slp/items/ssp245/msl_m/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2141",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp245/msl_m/2151.json b/current/slp/items/ssp245/msl_m/2151.json
index 4ccdc9d263..c8e89685b5 100644
--- a/current/slp/items/ssp245/msl_m/2151.json
+++ b/current/slp/items/ssp245/msl_m/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp245",
+    "ensemble": "msl_m",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp245_msl_m_2151",
+      "type": "application/png",
+      "title": "slp:ssp245_msl_m_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2031.json b/current/slp/items/ssp585/msl_h/2031.json
index 3c0cc85b78..1a4c9ae276 100644
--- a/current/slp/items/ssp585/msl_h/2031.json
+++ b/current/slp/items/ssp585/msl_h/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2031",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2041.json b/current/slp/items/ssp585/msl_h/2041.json
index f86eafd2c0..260267bf5b 100644
--- a/current/slp/items/ssp585/msl_h/2041.json
+++ b/current/slp/items/ssp585/msl_h/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2041",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2051.json b/current/slp/items/ssp585/msl_h/2051.json
index 3ab6d64857..c4de26c97b 100644
--- a/current/slp/items/ssp585/msl_h/2051.json
+++ b/current/slp/items/ssp585/msl_h/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2051",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2061.json b/current/slp/items/ssp585/msl_h/2061.json
index 76466689f0..8e8cf3e7bd 100644
--- a/current/slp/items/ssp585/msl_h/2061.json
+++ b/current/slp/items/ssp585/msl_h/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2061",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2071.json b/current/slp/items/ssp585/msl_h/2071.json
index a4b37be528..42dcb2e48d 100644
--- a/current/slp/items/ssp585/msl_h/2071.json
+++ b/current/slp/items/ssp585/msl_h/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2071",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2081.json b/current/slp/items/ssp585/msl_h/2081.json
index 586a2c5fb4..6b50b461a6 100644
--- a/current/slp/items/ssp585/msl_h/2081.json
+++ b/current/slp/items/ssp585/msl_h/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2081",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2091.json b/current/slp/items/ssp585/msl_h/2091.json
index 131738ec32..47d6cc9a6d 100644
--- a/current/slp/items/ssp585/msl_h/2091.json
+++ b/current/slp/items/ssp585/msl_h/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2091",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2101.json b/current/slp/items/ssp585/msl_h/2101.json
index 66848897f7..d6e40f0585 100644
--- a/current/slp/items/ssp585/msl_h/2101.json
+++ b/current/slp/items/ssp585/msl_h/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2101",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2111.json b/current/slp/items/ssp585/msl_h/2111.json
index 70ec6d4b94..8cd3b8f7a0 100644
--- a/current/slp/items/ssp585/msl_h/2111.json
+++ b/current/slp/items/ssp585/msl_h/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2111",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2121.json b/current/slp/items/ssp585/msl_h/2121.json
index cd2e80421e..fd43082e94 100644
--- a/current/slp/items/ssp585/msl_h/2121.json
+++ b/current/slp/items/ssp585/msl_h/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2121",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2131.json b/current/slp/items/ssp585/msl_h/2131.json
index 7f372ce5c1..75911e91ed 100644
--- a/current/slp/items/ssp585/msl_h/2131.json
+++ b/current/slp/items/ssp585/msl_h/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2131",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2141.json b/current/slp/items/ssp585/msl_h/2141.json
index 7540a01a56..93d3e85f7a 100644
--- a/current/slp/items/ssp585/msl_h/2141.json
+++ b/current/slp/items/ssp585/msl_h/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2141",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_h/2151.json b/current/slp/items/ssp585/msl_h/2151.json
index 7f6a16fd04..e6c9411085 100644
--- a/current/slp/items/ssp585/msl_h/2151.json
+++ b/current/slp/items/ssp585/msl_h/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_h",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_h_2151",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_h_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2031.json b/current/slp/items/ssp585/msl_l/2031.json
index 2af72fa075..24a272d54c 100644
--- a/current/slp/items/ssp585/msl_l/2031.json
+++ b/current/slp/items/ssp585/msl_l/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2031",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2041.json b/current/slp/items/ssp585/msl_l/2041.json
index 582da2810c..5347af616a 100644
--- a/current/slp/items/ssp585/msl_l/2041.json
+++ b/current/slp/items/ssp585/msl_l/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2041",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2051.json b/current/slp/items/ssp585/msl_l/2051.json
index 8b2b107465..9921790670 100644
--- a/current/slp/items/ssp585/msl_l/2051.json
+++ b/current/slp/items/ssp585/msl_l/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2051",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2061.json b/current/slp/items/ssp585/msl_l/2061.json
index 89a38ea432..3aa65b987a 100644
--- a/current/slp/items/ssp585/msl_l/2061.json
+++ b/current/slp/items/ssp585/msl_l/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2061",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2071.json b/current/slp/items/ssp585/msl_l/2071.json
index 7578823128..7019ee8085 100644
--- a/current/slp/items/ssp585/msl_l/2071.json
+++ b/current/slp/items/ssp585/msl_l/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2071",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2081.json b/current/slp/items/ssp585/msl_l/2081.json
index a3f5c362a4..b02161976c 100644
--- a/current/slp/items/ssp585/msl_l/2081.json
+++ b/current/slp/items/ssp585/msl_l/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2081",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2091.json b/current/slp/items/ssp585/msl_l/2091.json
index 0be53bf6c9..58b00de715 100644
--- a/current/slp/items/ssp585/msl_l/2091.json
+++ b/current/slp/items/ssp585/msl_l/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2091",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2101.json b/current/slp/items/ssp585/msl_l/2101.json
index e2442a7292..66fc453c6d 100644
--- a/current/slp/items/ssp585/msl_l/2101.json
+++ b/current/slp/items/ssp585/msl_l/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2101",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2111.json b/current/slp/items/ssp585/msl_l/2111.json
index e07baaafb9..3505782ff2 100644
--- a/current/slp/items/ssp585/msl_l/2111.json
+++ b/current/slp/items/ssp585/msl_l/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2111",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2121.json b/current/slp/items/ssp585/msl_l/2121.json
index 7e88d0cdad..4340d1f3d2 100644
--- a/current/slp/items/ssp585/msl_l/2121.json
+++ b/current/slp/items/ssp585/msl_l/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2121",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2131.json b/current/slp/items/ssp585/msl_l/2131.json
index 4d356ba47e..d1af032930 100644
--- a/current/slp/items/ssp585/msl_l/2131.json
+++ b/current/slp/items/ssp585/msl_l/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2131",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2141.json b/current/slp/items/ssp585/msl_l/2141.json
index a413747b2b..a8655530c0 100644
--- a/current/slp/items/ssp585/msl_l/2141.json
+++ b/current/slp/items/ssp585/msl_l/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2141",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_l/2151.json b/current/slp/items/ssp585/msl_l/2151.json
index 314c42176b..739b2e71f3 100644
--- a/current/slp/items/ssp585/msl_l/2151.json
+++ b/current/slp/items/ssp585/msl_l/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_l",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_l_2151",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_l_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2031.json b/current/slp/items/ssp585/msl_m/2031.json
index 1d5def22ab..0fd422d3de 100644
--- a/current/slp/items/ssp585/msl_m/2031.json
+++ b/current/slp/items/ssp585/msl_m/2031.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2031",
     "datetime": "2031-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2031",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2031",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2041.json b/current/slp/items/ssp585/msl_m/2041.json
index 9647bdffd3..395afee242 100644
--- a/current/slp/items/ssp585/msl_m/2041.json
+++ b/current/slp/items/ssp585/msl_m/2041.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2041",
     "datetime": "2041-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2041",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2041",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2051.json b/current/slp/items/ssp585/msl_m/2051.json
index 655a708063..ffabfe39f2 100644
--- a/current/slp/items/ssp585/msl_m/2051.json
+++ b/current/slp/items/ssp585/msl_m/2051.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2051",
     "datetime": "2051-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2051",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2051",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2061.json b/current/slp/items/ssp585/msl_m/2061.json
index 08b5e3b79b..f9f7fa6363 100644
--- a/current/slp/items/ssp585/msl_m/2061.json
+++ b/current/slp/items/ssp585/msl_m/2061.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2061",
     "datetime": "2061-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2061",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2061",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2071.json b/current/slp/items/ssp585/msl_m/2071.json
index e885edad41..80b8b09619 100644
--- a/current/slp/items/ssp585/msl_m/2071.json
+++ b/current/slp/items/ssp585/msl_m/2071.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2071",
     "datetime": "2071-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2071",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2071",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2081.json b/current/slp/items/ssp585/msl_m/2081.json
index ada90bfb8e..5642b4c019 100644
--- a/current/slp/items/ssp585/msl_m/2081.json
+++ b/current/slp/items/ssp585/msl_m/2081.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2081",
     "datetime": "2081-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2081",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2081",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2091.json b/current/slp/items/ssp585/msl_m/2091.json
index ee6e5f9f35..f0edba9c58 100644
--- a/current/slp/items/ssp585/msl_m/2091.json
+++ b/current/slp/items/ssp585/msl_m/2091.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2091",
     "datetime": "2091-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2091",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2091",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2101.json b/current/slp/items/ssp585/msl_m/2101.json
index bb0ddb99aa..66817dca3c 100644
--- a/current/slp/items/ssp585/msl_m/2101.json
+++ b/current/slp/items/ssp585/msl_m/2101.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2101",
     "datetime": "2101-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2101",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2101",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2111.json b/current/slp/items/ssp585/msl_m/2111.json
index 15d54503f3..6c909a5ce8 100644
--- a/current/slp/items/ssp585/msl_m/2111.json
+++ b/current/slp/items/ssp585/msl_m/2111.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2111",
     "datetime": "2111-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2111",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2111",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2121.json b/current/slp/items/ssp585/msl_m/2121.json
index 4586e4c542..2aab5c7adb 100644
--- a/current/slp/items/ssp585/msl_m/2121.json
+++ b/current/slp/items/ssp585/msl_m/2121.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2121",
     "datetime": "2121-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2121",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2121",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2131.json b/current/slp/items/ssp585/msl_m/2131.json
index 19c888483c..40e97973ff 100644
--- a/current/slp/items/ssp585/msl_m/2131.json
+++ b/current/slp/items/ssp585/msl_m/2131.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2131",
     "datetime": "2131-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2131",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2131",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2141.json b/current/slp/items/ssp585/msl_m/2141.json
index 9db5db313d..2b3868e928 100644
--- a/current/slp/items/ssp585/msl_m/2141.json
+++ b/current/slp/items/ssp585/msl_m/2141.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2141",
     "datetime": "2141-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2141",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2141",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp/items/ssp585/msl_m/2151.json b/current/slp/items/ssp585/msl_m/2151.json
index 4288137958..931cae4122 100644
--- a/current/slp/items/ssp585/msl_m/2151.json
+++ b/current/slp/items/ssp585/msl_m/2151.json
@@ -49,6 +49,9 @@
       -1.0,
       90.5
     ],
+    "scenarios": "ssp585",
+    "ensemble": "msl_m",
+    "time": "2151",
     "datetime": "2151-07-02T12:00:00Z"
   },
   "geometry": {
@@ -105,6 +108,15 @@
       "roles": [
         "data"
       ]
+    },
+    "visual": {
+      "href": "https://coclico.avi.deltares.nl/geoserver/slp/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=slp:ssp585_msl_m_2151",
+      "type": "application/png",
+      "title": "slp:ssp585_msl_m_2151",
+      "description": "OGS WMS url",
+      "roles": [
+        "visual"
+      ]
     }
   },
   "bbox": [
diff --git a/current/slp6_pilot/collection.json b/current/slp6_pilot/collection.json
deleted file mode 100644
index 5ce952cc54..0000000000
--- a/current/slp6_pilot/collection.json
+++ /dev/null
@@ -1,383 +0,0 @@
-{
-  "type": "Collection",
-  "id": "slp6_pilot",
-  "stac_version": "1.0.0",
-  "description": "to be done later...",
-  "links": [
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-high-time-2030.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "high",
-        "time": 2030
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-high-time-2050.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "high",
-        "time": 2050
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-high-time-2100.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "high",
-        "time": 2100
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-high-time-2150.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "high",
-        "time": 2150
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp126-time-2030.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp126",
-        "time": 2030
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp126-time-2050.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp126",
-        "time": 2050
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp126-time-2100.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp126",
-        "time": 2100
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp126-time-2150.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp126",
-        "time": 2150
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp245-time-2030.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp245",
-        "time": 2030
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp245-time-2050.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp245",
-        "time": 2050
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp245-time-2100.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp245",
-        "time": 2100
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp245-time-2150.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp245",
-        "time": 2150
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp585-time-2030.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp585",
-        "time": 2030
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp585-time-2050.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp585",
-        "time": 2050
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp585-time-2100.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp585",
-        "time": 2100
-      }
-    },
-    {
-      "rel": "item",
-      "href": "./slr-mapbox/slr-mapbox-scenarios-ssp585-time-2150.json",
-      "type": "application/json",
-      "properties": {
-        "scenarios": "ssp585",
-        "time": 2150
-      }
-    },
-    {
-      "rel": "root",
-      "href": "../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    },
-    {
-      "rel": "parent",
-      "href": "../catalog.json",
-      "type": "application/json",
-      "title": "CoCliCo STAC Catalog"
-    }
-  ],
-  "stac_extensions": [
-    "https://raw.githubusercontent.com/openearth/coclicodata/feat/update-deltares-stac-properties/json-schema/schema.json",
-    "https://stac-extensions.github.io/datacube/v2.2.0/schema.json",
-    "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-  ],
-  "deltares:units": "m",
-  "deltares:plotSeries": "scenarios",
-  "deltares:plotxAxis": "time",
-  "deltares:plotType": "line",
-  "deltares:min": 0,
-  "deltares:max": 3,
-  "deltares:linearGradient": [
-    {
-      "color": "hsl(110,90%,80%)",
-      "offset": "0.000%",
-      "opacity": 100
-    },
-    {
-      "color": "hsla(55,88%,53%,0.5)",
-      "offset": "50.000%",
-      "opacity": 100
-    },
-    {
-      "color": "hsl(0,90%,70%)",
-      "offset": "100.000%",
-      "opacity": 100
-    }
-  ],
-  "cube:dimensions": {
-    "time": {
-      "values": [
-        2030,
-        2050,
-        2100,
-        2150
-      ],
-      "description": "time projections",
-      "reference_system": "EPSG:4326",
-      "type": "temporal"
-    },
-    "lon": {
-      "axis": "x",
-      "extent": [
-        -2.0,
-        9.0
-      ],
-      "reference_system": "EPSG:4326",
-      "type": "spatial"
-    },
-    "lat": {
-      "axis": "y",
-      "extent": [
-        39.5,
-        46.0
-      ],
-      "reference_system": "EPSG:4326",
-      "type": "spatial"
-    },
-    "scenarios": {
-      "values": [
-        "high",
-        "ssp126",
-        "ssp245",
-        "ssp585"
-      ],
-      "reference_system": "EPSG:4326",
-      "type": "temporal"
-    }
-  },
-  "cube:variables": {
-    "ensemble": {
-      "type": "auxiliary",
-      "dimensions": [
-        "nensemble"
-      ],
-      "attrs": {},
-      "shape": [
-        3
-      ]
-    },
-    "lat": {
-      "type": "auxiliary",
-      "dimensions": [
-        "nstations"
-      ],
-      "unit": "degrees_north",
-      "attrs": {
-        "standard_name": "latitude",
-        "units": "degrees_north"
-      },
-      "shape": [
-        4
-      ],
-      "chunks": [
-        4
-      ]
-    },
-    "lon": {
-      "type": "auxiliary",
-      "dimensions": [
-        "nstations"
-      ],
-      "unit": "degrees_east",
-      "attrs": {
-        "standard_name": "longitude",
-        "units": "degrees_east"
-      },
-      "shape": [
-        4
-      ],
-      "chunks": [
-        4
-      ]
-    },
-    "slr": {
-      "type": "data",
-      "description": "sea level projections",
-      "dimensions": [
-        "nstations",
-        "nscenarios",
-        "nensemble",
-        "time"
-      ],
-      "unit": "m",
-      "attrs": {
-        "long_name": "sea level projections",
-        "units": "m"
-      },
-      "shape": [
-        4,
-        4,
-        3,
-        4
-      ],
-      "chunks": [
-        4,
-        4,
-        3,
-        4
-      ]
-    },
-    "stations": {
-      "type": "auxiliary",
-      "dimensions": [
-        "nstations"
-      ],
-      "attrs": {},
-      "shape": [
-        4
-      ]
-    }
-  },
-  "title": "Sea level projections",
-  "extent": {
-    "spatial": {
-      "bbox": [
-        [
-          -180.0,
-          -90.0,
-          180.0,
-          90.0
-        ]
-      ]
-    },
-    "temporal": {
-      "interval": [
-        [
-          null,
-          null
-        ]
-      ]
-    }
-  },
-  "license": "proprietary",
-  "keywords": [
-    "Sea Levels"
-  ],
-  "providers": [
-    {
-      "name": "Deltares",
-      "description": "Deltares is an independent institute for applied research in the field of water and subsurface.",
-      "roles": [
-        "producer",
-        "processor"
-      ],
-      "url": "https://www.deltares.nl"
-    }
-  ],
-  "summaries": {
-    "scenarios": [
-      "high",
-      "ssp126",
-      "ssp245",
-      "ssp585"
-    ],
-    "time": [
-      2030,
-      2050,
-      2100,
-      2150
-    ]
-  },
-  "assets": {
-    "data": {
-      "href": "https://storage.googleapis.com/dgds-data-public/coclico/ar6_slr_pilots.zarr",
-      "title": "slp6_pilot zarr root",
-      "description": "The root of the slp6_pilot zarr dataset on public Google Cloud Storage.",
-      "roles": [
-        "data",
-        "zarr-root",
-        "gcs"
-      ]
-    },
-    "thumbnail": {
-      "href": "https://storage.googleapis.com/dgds-data-public/coclico/assets/thumbnails/slp6_pilot.png",
-      "type": "image/png",
-      "title": "Thumbnail"
-    }
-  }
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2030.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2030.json
deleted file mode 100644
index 3c3fe6dd72..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2030.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-high-time-2030",
-    "properties": {
-        "deltares:item_key": "scenarios-high-time-2030",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-high-time-2030"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "high",
-        "time": 2030,
-        "datetime": "2023-09-26T15:25:38.596506Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2050.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2050.json
deleted file mode 100644
index 2afcf65e69..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2050.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-high-time-2050",
-    "properties": {
-        "deltares:item_key": "scenarios-high-time-2050",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-high-time-2050"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "high",
-        "time": 2050,
-        "datetime": "2023-09-26T15:25:38.596506Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2100.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2100.json
deleted file mode 100644
index 6da6c47976..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2100.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-high-time-2100",
-    "properties": {
-        "deltares:item_key": "scenarios-high-time-2100",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-high-time-2100"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "high",
-        "time": 2100,
-        "datetime": "2023-09-26T15:25:38.596506Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2150.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2150.json
deleted file mode 100644
index ffe9816370..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-high-time-2150.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-high-time-2150",
-    "properties": {
-        "deltares:item_key": "scenarios-high-time-2150",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-high-time-2150"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "high",
-        "time": 2150,
-        "datetime": "2023-09-26T15:25:38.597498Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2030.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2030.json
deleted file mode 100644
index 4eaaeb6ae3..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2030.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp126-time-2030",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp126-time-2030",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-ssp126-time-2030"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp126",
-        "time": 2030,
-        "datetime": "2023-09-26T15:25:38.597498Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2050.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2050.json
deleted file mode 100644
index f81cf20ab6..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2050.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp126-time-2050",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp126-time-2050",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-ssp126-time-2050"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp126",
-        "time": 2050,
-        "datetime": "2023-09-26T15:25:38.597498Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
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-            "title": "Sea level projections"
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-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
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-            "rel": "parent",
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-            "type": "application/json",
-            "title": "Sea level projections"
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-    ],
-    "assets": {
-        "mapbox": {
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-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
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-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2100.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2100.json
deleted file mode 100644
index 3fd39d11e6..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2100.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
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-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp126-time-2100",
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-                "interpolate",
-                [
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-                "hsl(110,90%,80%)",
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-                [
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-                1,
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-                5
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-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp126",
-        "time": 2100,
-        "datetime": "2023-09-26T15:25:38.597498Z"
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-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
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-    "bbox": [
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-        180,
-        90
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-    "stac_extensions": [
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-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2150.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2150.json
deleted file mode 100644
index 8dde0b1030..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp126-time-2150.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp126-time-2150",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp126-time-2150",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
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-                [
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-                    "scenarios-ssp126-time-2150"
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-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
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-                [
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-                1,
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-                5,
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-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp126",
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-        "datetime": "2023-09-26T15:25:38.597498Z"
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-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
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-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
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-        180,
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-    "stac_extensions": [
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-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2030.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2030.json
deleted file mode 100644
index 858b5a123b..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2030.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp245-time-2030",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp245-time-2030",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
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-                [
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-                    "scenarios-ssp245-time-2030"
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-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
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-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
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-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp245",
-        "time": 2030,
-        "datetime": "2023-09-26T15:25:38.597498Z"
-    },
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-        "type": "Polygon",
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-            "title": "Sea level projections"
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-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
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-    "bbox": [
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-        90
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-    "stac_extensions": [
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-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2050.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2050.json
deleted file mode 100644
index 6623b79830..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2050.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp245-time-2050",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp245-time-2050",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
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-                    "scenarios-ssp245-time-2050"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
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-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
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-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp245",
-        "time": 2050,
-        "datetime": "2023-09-26T15:25:38.597498Z"
-    },
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-        "type": "Polygon",
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-            "title": "Sea level projections"
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-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
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-    "bbox": [
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-        180,
-        90
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-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2100.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2100.json
deleted file mode 100644
index 6bdab09c39..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2100.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp245-time-2100",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp245-time-2100",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
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-                    "scenarios-ssp245-time-2100"
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-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
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-                "hsl(0, 90%, 70%)"
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-                "interpolate",
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-                    "zoom"
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-                0.5,
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-                5
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-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp245",
-        "time": 2100,
-        "datetime": "2023-09-26T15:25:38.597498Z"
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-            "rel": "root",
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-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
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-    },
-    "bbox": [
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-        -90,
-        180,
-        90
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-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2150.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2150.json
deleted file mode 100644
index 81393c591c..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp245-time-2150.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp245-time-2150",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp245-time-2150",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
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-                [
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-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
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-                    "linear"
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-                [
-                    "zoom"
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-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
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-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp245",
-        "time": 2150,
-        "datetime": "2023-09-26T15:25:38.597498Z"
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-            "type": "application/json",
-            "title": "Sea level projections"
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-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
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-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
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-    "stac_extensions": [
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-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2030.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2030.json
deleted file mode 100644
index 8d74665ac3..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2030.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp585-time-2030",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp585-time-2030",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
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-                    "scenarios-ssp585-time-2030"
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-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp585",
-        "time": 2030,
-        "datetime": "2023-09-26T15:25:38.597498Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2050.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2050.json
deleted file mode 100644
index 2c2c813dcc..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2050.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp585-time-2050",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp585-time-2050",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-ssp585-time-2050"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp585",
-        "time": 2050,
-        "datetime": "2023-09-26T15:25:38.598494Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2100.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2100.json
deleted file mode 100644
index de8933106c..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2100.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp585-time-2100",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp585-time-2100",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-ssp585-time-2100"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp585",
-        "time": 2100,
-        "datetime": "2023-09-26T15:25:38.598494Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2150.json b/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2150.json
deleted file mode 100644
index 0621432dec..0000000000
--- a/current/slp6_pilot/slr-mapbox/slr-mapbox-scenarios-ssp585-time-2150.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-    "type": "Feature",
-    "stac_version": "1.0.0",
-    "id": "slr-mapbox-scenarios-ssp585-time-2150",
-    "properties": {
-        "deltares:item_key": "scenarios-ssp585-time-2150",
-        "deltares:paint": {
-            "circle-color": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "get",
-                    "scenarios-ssp585-time-2150"
-                ],
-                0,
-                "hsl(110,90%,80%)",
-                1.5,
-                "hsla(55, 88%, 53%, 0.5)",
-                3.0,
-                "hsl(0, 90%, 70%)"
-            ],
-            "circle-radius": [
-                "interpolate",
-                [
-                    "linear"
-                ],
-                [
-                    "zoom"
-                ],
-                0,
-                0.5,
-                1,
-                1,
-                5,
-                5
-            ]
-        },
-        "deltares:type": "circle",
-        "deltares:stations": "locationId",
-        "deltares:onclick": {},
-        "scenarios": "ssp585",
-        "time": 2150,
-        "datetime": "2023-09-26T15:25:38.598494Z"
-    },
-    "geometry": {
-        "type": "Polygon",
-        "coordinates": [
-            [
-                [
-                    -180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    -90.0
-                ],
-                [
-                    180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    90.0
-                ],
-                [
-                    -180.0,
-                    -90.0
-                ]
-            ]
-        ]
-    },
-    "links": [
-        {
-            "rel": "collection",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        },
-        {
-            "rel": "root",
-            "href": "../../catalog.json",
-            "type": "application/json",
-            "title": "CoCliCo STAC Catalog"
-        },
-        {
-            "rel": "parent",
-            "href": "../collection.json",
-            "type": "application/json",
-            "title": "Sea level projections"
-        }
-    ],
-    "assets": {
-        "mapbox": {
-            "href": "mapbox://global-data-viewer.ar6_slr_pilots_slr",
-            "title": "Point locations",
-            "description": "Mapbox url",
-            "type": "vector",
-            "source": "ar6_slr_pilots_slr",
-            "roles": [
-                "mapbox"
-            ]
-        }
-    },
-    "bbox": [
-        -180,
-        -90,
-        180,
-        90
-    ],
-    "stac_extensions": [
-        "https://raw.githubusercontent.com/openearth/coclicodata/main/json-schema/schema.json"
-    ],
-    "collection": "slp6_pilot"
-}
\ No newline at end of file
diff --git a/current/ss_wc/Hsmean-mapbox/Hsmean-mapbox.json b/current/ss_wc/Hsmean-mapbox/Hsmean-mapbox-value.json
similarity index 93%
rename from current/ss_wc/Hsmean-mapbox/Hsmean-mapbox.json
rename to current/ss_wc/Hsmean-mapbox/Hsmean-mapbox-value.json
index 07ebf14487..57d08a07e5 100644
--- a/current/ss_wc/Hsmean-mapbox/Hsmean-mapbox.json
+++ b/current/ss_wc/Hsmean-mapbox/Hsmean-mapbox-value.json
@@ -1,9 +1,9 @@
 {
   "type": "Feature",
   "stac_version": "1.0.0",
-  "id": "Hsmean-mapbox",
+  "id": "Hsmean-mapbox-value",
   "properties": {
-    "deltares:item_key": "Hsmean",
+    "deltares:item_key": "value",
     "deltares:paint": {
       "circle-color": [
         "interpolate",
@@ -12,7 +12,7 @@
         ],
         [
           "get",
-          "Hsmean"
+          "value"
         ],
         0,
         "hsl(110,90%,80%)",
@@ -40,7 +40,7 @@
     "deltares:type": "circle",
     "deltares:stations": "locationId",
     "deltares:onclick": {},
-    "datetime": "2024-07-16T16:06:47.797904Z"
+    "datetime": "2024-09-03T10:06:58.911834Z"
   },
   "geometry": {
     "type": "Polygon",
diff --git a/current/ss_wc/SSp99-mapbox/SSp99-mapbox.json b/current/ss_wc/SSp99-mapbox/SSp99-mapbox-value.json
similarity index 93%
rename from current/ss_wc/SSp99-mapbox/SSp99-mapbox.json
rename to current/ss_wc/SSp99-mapbox/SSp99-mapbox-value.json
index 85a124f47f..968b72f19f 100644
--- a/current/ss_wc/SSp99-mapbox/SSp99-mapbox.json
+++ b/current/ss_wc/SSp99-mapbox/SSp99-mapbox-value.json
@@ -1,9 +1,9 @@
 {
   "type": "Feature",
   "stac_version": "1.0.0",
-  "id": "SSp99-mapbox",
+  "id": "SSp99-mapbox-value",
   "properties": {
-    "deltares:item_key": "SSp99",
+    "deltares:item_key": "value",
     "deltares:paint": {
       "circle-color": [
         "interpolate",
@@ -12,7 +12,7 @@
         ],
         [
           "get",
-          "SSp99"
+          "value"
         ],
         0,
         "hsl(110,90%,80%)",
@@ -40,7 +40,7 @@
     "deltares:type": "circle",
     "deltares:stations": "locationId",
     "deltares:onclick": {},
-    "datetime": "2024-07-16T16:06:47.797904Z"
+    "datetime": "2024-09-03T10:06:58.911834Z"
   },
   "geometry": {
     "type": "Polygon",
diff --git a/current/ss_wc/collection.json b/current/ss_wc/collection.json
index 9704922f64..1a0c8580de 100644
--- a/current/ss_wc/collection.json
+++ b/current/ss_wc/collection.json
@@ -6,19 +6,19 @@
   "links": [
     {
       "rel": "item",
-      "href": "./Hsmean-mapbox/Hsmean-mapbox.json",
+      "href": "./Hsmean-mapbox/Hsmean-mapbox-value.json",
       "type": "application/json",
       "properties": {}
     },
     {
       "rel": "item",
-      "href": "./SSp99-mapbox/SSp99-mapbox.json",
+      "href": "./SSp99-mapbox/SSp99-mapbox-value.json",
       "type": "application/json",
       "properties": {}
     },
     {
       "rel": "item",
-      "href": "./tidal_range-mapbox/tidal_range-mapbox.json",
+      "href": "./tidal_range-mapbox/tidal_range-mapbox-value.json",
       "type": "application/json",
       "properties": {}
     },
@@ -483,7 +483,7 @@
       "type": "data",
       "description": "Mean of Hs hourly time series over the period 1985-2022",
       "dimensions": [
-        "locs"
+        "stations"
       ],
       "unit": "m",
       "attrs": {
@@ -503,7 +503,7 @@
       "type": "data",
       "description": "99th percentile of storm surge hourly time series over the period 1985-2021",
       "dimensions": [
-        "locs"
+        "stations"
       ],
       "unit": "m",
       "attrs": {
@@ -523,7 +523,7 @@
       "type": "auxiliary",
       "description": "latitude",
       "dimensions": [
-        "locs"
+        "stations"
       ],
       "unit": "degrees_north",
       "attrs": {
@@ -543,7 +543,7 @@
       "type": "auxiliary",
       "description": "longitude",
       "dimensions": [
-        "locs"
+        "stations"
       ],
       "unit": "degrees_east",
       "attrs": {
@@ -563,7 +563,7 @@
       "type": "data",
       "description": "Difference between the mean high water level and the mean low water level over the period 1985-2021",
       "dimensions": [
-        "locs"
+        "stations"
       ],
       "unit": "m",
       "attrs": {
diff --git a/current/ss_wc/tidal_range-mapbox/tidal_range-mapbox.json b/current/ss_wc/tidal_range-mapbox/tidal_range-mapbox-value.json
similarity index 93%
rename from current/ss_wc/tidal_range-mapbox/tidal_range-mapbox.json
rename to current/ss_wc/tidal_range-mapbox/tidal_range-mapbox-value.json
index e9137f15ba..513927ccf9 100644
--- a/current/ss_wc/tidal_range-mapbox/tidal_range-mapbox.json
+++ b/current/ss_wc/tidal_range-mapbox/tidal_range-mapbox-value.json
@@ -1,9 +1,9 @@
 {
   "type": "Feature",
   "stac_version": "1.0.0",
-  "id": "tidal_range-mapbox",
+  "id": "tidal_range-mapbox-value",
   "properties": {
-    "deltares:item_key": "tidal_range",
+    "deltares:item_key": "value",
     "deltares:paint": {
       "circle-color": [
         "interpolate",
@@ -12,7 +12,7 @@
         ],
         [
           "get",
-          "tidal_range"
+          "value"
         ],
         0,
         "hsl(110,90%,80%)",
@@ -40,7 +40,7 @@
     "deltares:type": "circle",
     "deltares:stations": "locationId",
     "deltares:onclick": {},
-    "datetime": "2024-07-16T16:06:47.798901Z"
+    "datetime": "2024-09-03T10:06:58.911834Z"
   },
   "geometry": {
     "type": "Polygon",
diff --git a/current/twl/collection.json b/current/twl/collection.json
index 310c661bb4..7791556ce4 100644
--- a/current/twl/collection.json
+++ b/current/twl/collection.json
@@ -6,21 +6,27 @@
   "links": [
     {
       "rel": "item",
-      "href": "./RP1-mapbox/RP1-mapbox.json",
+      "href": "./twl-mapbox/twl-mapbox-RP-1.0.json",
       "type": "application/json",
-      "properties": {}
+      "properties": {
+        "RP": 1.0
+      }
     },
     {
       "rel": "item",
-      "href": "./RP100-mapbox/RP100-mapbox.json",
+      "href": "./twl-mapbox/twl-mapbox-RP-100.0.json",
       "type": "application/json",
-      "properties": {}
+      "properties": {
+        "RP": 100.0
+      }
     },
     {
       "rel": "item",
-      "href": "./RP1000-mapbox/RP1000-mapbox.json",
+      "href": "./twl-mapbox/twl-mapbox-RP-1000.0.json",
       "type": "application/json",
-      "properties": {}
+      "properties": {
+        "RP": 1000.0
+      }
     },
     {
       "rel": "root",
@@ -479,18 +485,18 @@
     }
   },
   "cube:variables": {
-    "RP1": {
-      "type": "data",
-      "description": "From total water level hourly time series over the period 1985-2021, refered to local mean sea level",
+    "lat": {
+      "type": "auxiliary",
+      "description": "latitude",
       "dimensions": [
-        "locs"
+        "stations"
       ],
-      "unit": "m",
+      "unit": "degrees_north",
       "attrs": {
-        "description": "From total water level hourly time series over the period 1985-2021, refered to local mean sea level",
-        "long_name": "1-yr return value of total water level, including tide, surge and wave set up",
-        "short_name": "return_levels",
-        "units": "m"
+        "long_name": "latitude",
+        "short_name": "latitude",
+        "standard_name": "latitude",
+        "units": "degrees_north"
       },
       "shape": [
         51010
@@ -499,18 +505,18 @@
         25505
       ]
     },
-    "RP100": {
-      "type": "data",
-      "description": "From total water level hourly time series over the period 1985-2021, refered to local mean sea level",
+    "lon": {
+      "type": "auxiliary",
+      "description": "longitude",
       "dimensions": [
-        "locs"
+        "stations"
       ],
-      "unit": "m",
+      "unit": "degrees_east",
       "attrs": {
-        "description": "From total water level hourly time series over the period 1985-2021, refered to local mean sea level",
-        "long_name": "100-yr return value of total water level, including tide, surge and wave set up",
-        "short_name": "return_levels",
-        "units": "m"
+        "long_name": "longitude",
+        "short_name": "longitude",
+        "standard_name": "longitude",
+        "units": "degrees_east"
       },
       "shape": [
         51010
@@ -519,63 +525,26 @@
         25505
       ]
     },
-    "RP1000": {
+    "twl": {
       "type": "data",
       "description": "From total water level hourly time series over the period 1985-2021, refered to local mean sea level",
       "dimensions": [
-        "locs"
+        "RP",
+        "stations"
       ],
       "unit": "m",
       "attrs": {
         "description": "From total water level hourly time series over the period 1985-2021, refered to local mean sea level",
-        "long_name": "1000-yr return value of total water level, including tide, surge and wave set up",
+        "long_name": "1-yr return value of total water level, including tide, surge and wave set up",
         "short_name": "return_levels",
         "units": "m"
       },
       "shape": [
+        3,
         51010
       ],
       "chunks": [
-        25505
-      ]
-    },
-    "lat": {
-      "type": "auxiliary",
-      "description": "latitude",
-      "dimensions": [
-        "locs"
-      ],
-      "unit": "degrees_north",
-      "attrs": {
-        "long_name": "latitude",
-        "short_name": "latitude",
-        "standard_name": "latitude",
-        "units": "degrees_north"
-      },
-      "shape": [
-        51010
-      ],
-      "chunks": [
-        25505
-      ]
-    },
-    "lon": {
-      "type": "auxiliary",
-      "description": "longitude",
-      "dimensions": [
-        "locs"
-      ],
-      "unit": "degrees_east",
-      "attrs": {
-        "long_name": "longitude",
-        "short_name": "longitude",
-        "standard_name": "longitude",
-        "units": "degrees_east"
-      },
-      "shape": [
-        51010
-      ],
-      "chunks": [
+        2,
         25505
       ]
     }
@@ -619,6 +588,13 @@
       "url": "www.ihcantabria.com"
     }
   ],
+  "summaries": {
+    "RP": [
+      1.0,
+      100.0,
+      1000.0
+    ]
+  },
   "assets": {
     "data": {
       "href": "https://storage.googleapis.com/coclico-data-public/coclico/twl.zarr",
diff --git a/current/twl/RP1000-mapbox/RP1000-mapbox.json b/current/twl/twl-mapbox/twl-mapbox-RP-1.0.json
similarity index 88%
rename from current/twl/RP1000-mapbox/RP1000-mapbox.json
rename to current/twl/twl-mapbox/twl-mapbox-RP-1.0.json
index e161964395..4886a51b95 100644
--- a/current/twl/RP1000-mapbox/RP1000-mapbox.json
+++ b/current/twl/twl-mapbox/twl-mapbox-RP-1.0.json
@@ -1,9 +1,9 @@
 {
   "type": "Feature",
   "stac_version": "1.0.0",
-  "id": "RP1000-mapbox",
+  "id": "twl-mapbox-RP-1.0",
   "properties": {
-    "deltares:item_key": "RP1000",
+    "deltares:item_key": "RP-1.0",
     "deltares:paint": {
       "circle-color": [
         "interpolate",
@@ -12,7 +12,7 @@
         ],
         [
           "get",
-          "RP1000"
+          "RP-1.0"
         ],
         0,
         "hsl(110,90%,80%)",
@@ -40,7 +40,8 @@
     "deltares:type": "circle",
     "deltares:stations": "locationId",
     "deltares:onclick": {},
-    "datetime": "2024-07-16T16:07:16.206077Z"
+    "RP": 1.0,
+    "datetime": "2024-09-02T09:38:07.694613Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -91,11 +92,11 @@
   ],
   "assets": {
     "mapbox": {
-      "href": "mapbox://global-data-viewer.twl_RP1000",
+      "href": "mapbox://global-data-viewer.twl_twl",
       "title": "Point locations",
       "description": "Mapbox url",
       "type": "vector",
-      "source": "twl_RP1000",
+      "source": "twl_twl",
       "roles": [
         "mapbox"
       ]
diff --git a/current/twl/RP100-mapbox/RP100-mapbox.json b/current/twl/twl-mapbox/twl-mapbox-RP-100.0.json
similarity index 88%
rename from current/twl/RP100-mapbox/RP100-mapbox.json
rename to current/twl/twl-mapbox/twl-mapbox-RP-100.0.json
index c7943fb34d..8f1f21fb79 100644
--- a/current/twl/RP100-mapbox/RP100-mapbox.json
+++ b/current/twl/twl-mapbox/twl-mapbox-RP-100.0.json
@@ -1,9 +1,9 @@
 {
   "type": "Feature",
   "stac_version": "1.0.0",
-  "id": "RP100-mapbox",
+  "id": "twl-mapbox-RP-100.0",
   "properties": {
-    "deltares:item_key": "RP100",
+    "deltares:item_key": "RP-100.0",
     "deltares:paint": {
       "circle-color": [
         "interpolate",
@@ -12,7 +12,7 @@
         ],
         [
           "get",
-          "RP100"
+          "RP-100.0"
         ],
         0,
         "hsl(110,90%,80%)",
@@ -40,7 +40,8 @@
     "deltares:type": "circle",
     "deltares:stations": "locationId",
     "deltares:onclick": {},
-    "datetime": "2024-07-16T16:07:16.206077Z"
+    "RP": 100.0,
+    "datetime": "2024-09-02T09:38:07.694613Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -91,11 +92,11 @@
   ],
   "assets": {
     "mapbox": {
-      "href": "mapbox://global-data-viewer.twl_RP100",
+      "href": "mapbox://global-data-viewer.twl_twl",
       "title": "Point locations",
       "description": "Mapbox url",
       "type": "vector",
-      "source": "twl_RP100",
+      "source": "twl_twl",
       "roles": [
         "mapbox"
       ]
diff --git a/current/twl/RP1-mapbox/RP1-mapbox.json b/current/twl/twl-mapbox/twl-mapbox-RP-1000.0.json
similarity index 88%
rename from current/twl/RP1-mapbox/RP1-mapbox.json
rename to current/twl/twl-mapbox/twl-mapbox-RP-1000.0.json
index f3526148cc..5c6494478c 100644
--- a/current/twl/RP1-mapbox/RP1-mapbox.json
+++ b/current/twl/twl-mapbox/twl-mapbox-RP-1000.0.json
@@ -1,9 +1,9 @@
 {
   "type": "Feature",
   "stac_version": "1.0.0",
-  "id": "RP1-mapbox",
+  "id": "twl-mapbox-RP-1000.0",
   "properties": {
-    "deltares:item_key": "RP1",
+    "deltares:item_key": "RP-1000.0",
     "deltares:paint": {
       "circle-color": [
         "interpolate",
@@ -12,7 +12,7 @@
         ],
         [
           "get",
-          "RP1"
+          "RP-1000.0"
         ],
         0,
         "hsl(110,90%,80%)",
@@ -40,7 +40,8 @@
     "deltares:type": "circle",
     "deltares:stations": "locationId",
     "deltares:onclick": {},
-    "datetime": "2024-07-16T16:07:16.205080Z"
+    "RP": 1000.0,
+    "datetime": "2024-09-02T09:38:07.694613Z"
   },
   "geometry": {
     "type": "Polygon",
@@ -91,11 +92,11 @@
   ],
   "assets": {
     "mapbox": {
-      "href": "mapbox://global-data-viewer.twl_RP1",
+      "href": "mapbox://global-data-viewer.twl_twl",
       "title": "Point locations",
       "description": "Mapbox url",
       "type": "vector",
-      "source": "twl_RP1",
+      "source": "twl_twl",
       "roles": [
         "mapbox"
       ]
diff --git a/notebooks/19_ss_wc.ipynb b/notebooks/19_ss_wc.ipynb
index aca751758b..9f9c8d3cc5 100644
--- a/notebooks/19_ss_wc.ipynb
+++ b/notebooks/19_ss_wc.ipynb
@@ -10,9 +10,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 2;\n                var nbb_unformatted_code = \"# Optional; code formatter, installed as jupyter lab extension\\n#%load_ext lab_black\\n# Optional; code formatter, installed as jupyter notebook extension\\n%load_ext nb_black\";\n                var nbb_formatted_code = \"# Optional; code formatter, installed as jupyter lab extension\\n# %load_ext lab_black\\n# Optional; code formatter, installed as jupyter notebook extension\\n%load_ext nb_black\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Optional; code formatter, installed as jupyter lab extension\n",
     "#%load_ext lab_black\n",
@@ -29,9 +40,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 18,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 18;\n                var nbb_unformatted_code = \"# Import standard packages\\nimport os\\nimport pathlib\\nimport sys\\nimport numpy as np\\nimport geopandas as gpd\\nimport pandas as pd\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport netCDF4 as nc\\nimport numpy.ma as ma\\n\\n# Import custom functionality\\nfrom coclicodata.drive_config import p_drive\\nfrom coclicodata.etl.cf_compliancy_checker import check_compliancy, save_compliancy\\nfrom coastmonitor.io.utils import name_block\\n\\n# Make root directories importable by appending root to path\\ncwd = pathlib.Path().resolve()\\nsys.path.append(os.path.dirname(cwd))\\n\\n# Get root paths\\nhome = pathlib.Path().home()\\nroot = home.root\\n\\n# Define (local and) remote drives\\ncoclico_data_dir = p_drive.joinpath(\\\"11207608-coclico\\\", \\\"FULLTRACK_DATA\\\")\\n\\n# Workaround to the Windows OS (10) udunits error after installation of cfchecker: https://github.com/SciTools/iris/issues/404\\nos.environ[\\\"UDUNITS2_XML_PATH\\\"] = str(\\n    home.joinpath(  # change to the udunits2.xml file dir in your Python installation\\n        r\\\"Anaconda3\\\\pkgs\\\\udunits2-2.2.28-h892ecd3_0\\\\Library\\\\share\\\\udunits\\\\udunits2.xml\\\"\\n    )\\n)\";\n                var nbb_formatted_code = \"# Import standard packages\\nimport os\\nimport pathlib\\nimport sys\\nimport numpy as np\\nimport geopandas as gpd\\nimport pandas as pd\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport netCDF4 as nc\\nimport numpy.ma as ma\\n\\n# Import custom functionality\\nfrom coclicodata.drive_config import p_drive\\nfrom coclicodata.etl.cf_compliancy_checker import check_compliancy, save_compliancy\\nfrom coastmonitor.io.utils import name_block\\n\\n# Make root directories importable by appending root to path\\ncwd = pathlib.Path().resolve()\\nsys.path.append(os.path.dirname(cwd))\\n\\n# Get root paths\\nhome = pathlib.Path().home()\\nroot = home.root\\n\\n# Define (local and) remote drives\\ncoclico_data_dir = p_drive.joinpath(\\\"11207608-coclico\\\", \\\"FULLTRACK_DATA\\\")\\n\\n# Workaround to the Windows OS (10) udunits error after installation of cfchecker: https://github.com/SciTools/iris/issues/404\\nos.environ[\\\"UDUNITS2_XML_PATH\\\"] = str(\\n    home.joinpath(  # change to the udunits2.xml file dir in your Python installation\\n        r\\\"Anaconda3\\\\pkgs\\\\udunits2-2.2.28-h892ecd3_0\\\\Library\\\\share\\\\udunits\\\\udunits2.xml\\\"\\n    )\\n)\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Import standard packages\n",
     "import os\n",
@@ -71,9 +93,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 19,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 19;\n                var nbb_unformatted_code = \"# Project paths & files (manual input)\\nWP_dir = coclico_data_dir.joinpath(\\\"WP3\\\")\\ndata_dir = WP_dir.joinpath(\\\"data\\\")\\nds_dir = data_dir.joinpath(\\\"NetCDF\\\")\\nds_filename = ds_dir.joinpath(\\\"CTP_MarineClimatologies.nc\\\")\\nds_out_filename = ds_dir.joinpath(\\\"CTP_MarineClimatologies\\\")\\n\\nCF_dir = data_dir.joinpath(r\\\"CF\\\")\";\n                var nbb_formatted_code = \"# Project paths & files (manual input)\\nWP_dir = coclico_data_dir.joinpath(\\\"WP3\\\")\\ndata_dir = WP_dir.joinpath(\\\"data\\\")\\nds_dir = data_dir.joinpath(\\\"NetCDF\\\")\\nds_filename = ds_dir.joinpath(\\\"CTP_MarineClimatologies.nc\\\")\\nds_out_filename = ds_dir.joinpath(\\\"CTP_MarineClimatologies\\\")\\n\\nCF_dir = data_dir.joinpath(r\\\"CF\\\")\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Project paths & files (manual input)\n",
     "WP_dir = coclico_data_dir.joinpath(\"WP3\")\n",
@@ -87,7 +120,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -124,6 +157,7 @@
        "}\n",
        "\n",
        "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
        "body[data-theme=dark],\n",
        "body.vscode-dark {\n",
        "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
@@ -456,16 +490,16 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
        "Dimensions:      (locs: 51010)\n",
        "Coordinates:\n",
-       "    lon          (locs) float64 ...\n",
-       "    lat          (locs) float64 ...\n",
+       "    lon          (locs) float64 408kB ...\n",
+       "    lat          (locs) float64 408kB ...\n",
        "Dimensions without coordinates: locs\n",
        "Data variables:\n",
-       "    Hsmean       (locs) float64 ...\n",
-       "    SSp99        (locs) float64 ...\n",
-       "    tidal_range  (locs) float64 ...\n",
+       "    Hsmean       (locs) float64 408kB ...\n",
+       "    SSp99        (locs) float64 408kB ...\n",
+       "    tidal_range  (locs) float64 408kB ...\n",
        "Attributes:\n",
        "    title:         EU Coastal Target Points - Coastal marine climatologies\n",
        "    summary:       Location of Coastal Target Points and their respective mea...\n",
@@ -474,19 +508,19 @@
        "    date_created:  28nd of February 2024\n",
        "    project:       CoCliCo - Coastal Climate Core Services\n",
        "    Conventions:   CF-1.8\n",
-       "    crs:           3035</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-46b857e7-5134-4253-aa8b-5bc3ea9d44b2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-46b857e7-5134-4253-aa8b-5bc3ea9d44b2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>locs</span>: 51010</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1fe2411b-9751-416c-9f30-a37ccbf2da1e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1fe2411b-9751-416c-9f30-a37ccbf2da1e' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-65a758ae-3024-4305-93b9-26dd8d2ee662' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-65a758ae-3024-4305-93b9-26dd8d2ee662' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7e9da04-cb54-438d-9f56-5ae32737486d' class='xr-var-data-in' type='checkbox'><label for='data-e7e9da04-cb54-438d-9f56-5ae32737486d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>lon</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-01092440-3457-4758-8426-453221ef6f64' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-01092440-3457-4758-8426-453221ef6f64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0cfbd4ff-03dd-4aa8-ae8c-7e31ed045a12' class='xr-var-data-in' type='checkbox'><label for='data-0cfbd4ff-03dd-4aa8-ae8c-7e31ed045a12' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>lat</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-99794352-08ad-44d9-a955-d4179e512700' class='xr-section-summary-in' type='checkbox'  checked><label for='section-99794352-08ad-44d9-a955-d4179e512700' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>Hsmean</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e1da1a70-3bdb-4641-8531-69b23a018f34' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e1da1a70-3bdb-4641-8531-69b23a018f34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1824bb83-57fa-40d8-b79f-d0458c256a6a' class='xr-var-data-in' type='checkbox'><label for='data-1824bb83-57fa-40d8-b79f-d0458c256a6a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Mean value of significant height</dd><dt><span>short_name :</span></dt><dd>Hs</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>Mean of Hs hourly time series over the period 1985-2022</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SSp99</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-912065cb-0491-4a04-b50d-bda20667e6a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-912065cb-0491-4a04-b50d-bda20667e6a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51c73f9f-a251-4941-aa90-79674ec0f54a' class='xr-var-data-in' type='checkbox'><label for='data-51c73f9f-a251-4941-aa90-79674ec0f54a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>99th percentile of storm surge sea level variation</dd><dt><span>short_name :</span></dt><dd>SS</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>99th percentile of storm surge hourly time series over the period 1985-2021</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tidal_range</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8c962059-978d-4cd0-a222-bc44881614ce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c962059-978d-4cd0-a222-bc44881614ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d205478-5f7f-4cc8-a0d7-5cd26a6fa567' class='xr-var-data-in' type='checkbox'><label for='data-7d205478-5f7f-4cc8-a0d7-5cd26a6fa567' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Mean_tidal_range</dd><dt><span>short_name :</span></dt><dd>tidal_range</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>Difference between the mean high water level and the mean low water level over the period 1985-2021</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-75524155-912b-41af-a459-58d788bab138' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-75524155-912b-41af-a459-58d788bab138' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-1485e691-44c6-4f51-9f52-8d2b807d95ed' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1485e691-44c6-4f51-9f52-8d2b807d95ed' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>EU Coastal Target Points - Coastal marine climatologies</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective mean significant wave height, 99th percentile storm surge and mean tidal range</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>Waves, Storm surge, tide, coast, EU scale</dd><dt><span>date_created :</span></dt><dd>28nd of February 2024</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd></dl></div></li></ul></div></div>"
+       "    crs:           3035</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-010be37a-e441-4fe4-baf5-67eb493af881' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-010be37a-e441-4fe4-baf5-67eb493af881' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>locs</span>: 51010</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-26bbe4d8-7896-4c25-989d-6c6944d593c5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-26bbe4d8-7896-4c25-989d-6c6944d593c5' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cb0c77c0-1929-4de7-981e-50bfcc941bf7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb0c77c0-1929-4de7-981e-50bfcc941bf7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f6094d1-7d86-4a08-a8f1-5fdd11d2805a' class='xr-var-data-in' type='checkbox'><label for='data-8f6094d1-7d86-4a08-a8f1-5fdd11d2805a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>lon</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-daa36f7a-c057-4298-97f2-d9ee2fa9a9ed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-daa36f7a-c057-4298-97f2-d9ee2fa9a9ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c9664b43-b759-450b-bd74-54d828cfcd15' class='xr-var-data-in' type='checkbox'><label for='data-c9664b43-b759-450b-bd74-54d828cfcd15' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>lat</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-28620e62-9f1b-4631-87e1-3b605b5fef37' class='xr-section-summary-in' type='checkbox'  checked><label for='section-28620e62-9f1b-4631-87e1-3b605b5fef37' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>Hsmean</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cb22d617-0193-47d1-845f-e0c93c66cebf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb22d617-0193-47d1-845f-e0c93c66cebf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7880d4a-e03e-4c89-9e5a-3d7bb376b77c' class='xr-var-data-in' type='checkbox'><label for='data-c7880d4a-e03e-4c89-9e5a-3d7bb376b77c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Mean value of significant height</dd><dt><span>short_name :</span></dt><dd>Hs</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>Mean of Hs hourly time series over the period 1985-2022</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SSp99</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-17f19583-a977-4243-b599-be2a97af9196' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-17f19583-a977-4243-b599-be2a97af9196' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e06f76c6-5a04-435e-80ce-6819875f1ee0' class='xr-var-data-in' type='checkbox'><label for='data-e06f76c6-5a04-435e-80ce-6819875f1ee0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>99th percentile of storm surge sea level variation</dd><dt><span>short_name :</span></dt><dd>SS</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>99th percentile of storm surge hourly time series over the period 1985-2021</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tidal_range</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7ca66012-c272-4a21-96cc-da15430ca475' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7ca66012-c272-4a21-96cc-da15430ca475' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-95d007af-8d27-4709-9e71-dc8a3a0cd093' class='xr-var-data-in' type='checkbox'><label for='data-95d007af-8d27-4709-9e71-dc8a3a0cd093' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Mean_tidal_range</dd><dt><span>short_name :</span></dt><dd>tidal_range</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>Difference between the mean high water level and the mean low water level over the period 1985-2021</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-81405c2e-508b-458a-88d9-92054743f6b6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-81405c2e-508b-458a-88d9-92054743f6b6' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-4c1a6afe-1688-444f-9b80-8aa0181f8862' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4c1a6afe-1688-444f-9b80-8aa0181f8862' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>EU Coastal Target Points - Coastal marine climatologies</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective mean significant wave height, 99th percentile storm surge and mean tidal range</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>Waves, Storm surge, tide, coast, EU scale</dd><dt><span>date_created :</span></dt><dd>28nd of February 2024</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset>\n",
+       "<xarray.Dataset> Size: 2MB\n",
        "Dimensions:      (locs: 51010)\n",
        "Coordinates:\n",
-       "    lon          (locs) float64 ...\n",
-       "    lat          (locs) float64 ...\n",
+       "    lon          (locs) float64 408kB ...\n",
+       "    lat          (locs) float64 408kB ...\n",
        "Dimensions without coordinates: locs\n",
        "Data variables:\n",
-       "    Hsmean       (locs) float64 ...\n",
-       "    SSp99        (locs) float64 ...\n",
-       "    tidal_range  (locs) float64 ...\n",
+       "    Hsmean       (locs) float64 408kB ...\n",
+       "    SSp99        (locs) float64 408kB ...\n",
+       "    tidal_range  (locs) float64 408kB ...\n",
        "Attributes:\n",
        "    title:         EU Coastal Target Points - Coastal marine climatologies\n",
        "    summary:       Location of Coastal Target Points and their respective mea...\n",
@@ -498,9 +532,19 @@
        "    crs:           3035"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 20;\n                var nbb_unformatted_code = \"ds = xr.open_dataset(ds_filename)\\n# Add CRS\\nds.attrs[\\\"crs\\\"] = 3035\\nds\";\n                var nbb_formatted_code = \"ds = xr.open_dataset(ds_filename)\\n# Add CRS\\nds.attrs[\\\"crs\\\"] = 3035\\nds\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -512,9 +556,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 21;\n                var nbb_unformatted_code = \"# Change locs to stations\\nds = ds.rename_dims({'locs': 'stations'})\";\n                var nbb_formatted_code = \"# Change locs to stations\\nds = ds.rename_dims({\\\"locs\\\": \\\"stations\\\"})\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Change locs to stations\n",
+    "ds = ds.rename_dims({'locs': 'stations'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 22;\n                var nbb_unformatted_code = \"%%capture cap --no-stderr\\n# check original CF compliancy\\n\\ncheck_compliancy(testfile=ds_filename, working_dir=CF_dir)\";\n                var nbb_formatted_code = \"%%capture cap --no-stderr\\n# check original CF compliancy\\n\\ncheck_compliancy(testfile=ds_filename, working_dir=CF_dir)\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "%%capture cap --no-stderr\n",
     "# check original CF compliancy\n",
@@ -524,7 +600,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -533,6 +609,16 @@
      "text": [
       "{'P:\\\\11207608-coclico\\\\FULLTRACK_DATA\\\\WP3\\\\data\\\\NetCDF\\\\CTP_MarineClimatologies.nc': {'warnings': '0', 'errors': '0'}}\n"
      ]
+    },
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 23;\n                var nbb_unformatted_code = \"# save original CF compliancy\\nsave_compliancy(cap, testfile=ds_filename, working_dir=CF_dir)\\n\\n# NOTE: File is already CF-compliant :)\";\n                var nbb_formatted_code = \"# save original CF compliancy\\nsave_compliancy(cap, testfile=ds_filename, working_dir=CF_dir)\\n\\n# NOTE: File is already CF-compliant :)\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -544,18 +630,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<xarray.backends.zarr.ZarrStore at 0x1e4d8583d80>"
+       "<xarray.backends.zarr.ZarrStore at 0x1ba20312c40>"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 24;\n                var nbb_unformatted_code = \"# export to zarr in write mode (to overwrite if exists)\\nds.to_zarr(ds_dir.joinpath(\\\"%s.zarr\\\" % ds_out_filename), mode=\\\"w\\\")\";\n                var nbb_formatted_code = \"# export to zarr in write mode (to overwrite if exists)\\nds.to_zarr(ds_dir.joinpath(\\\"%s.zarr\\\" % ds_out_filename), mode=\\\"w\\\")\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -563,6 +659,750 @@
     "ds.to_zarr(ds_dir.joinpath(\"%s.zarr\" % ds_out_filename), mode=\"w\")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
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+       "\n",
+       ".xr-attrs dt {\n",
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+       "\n",
+       ".xr-attrs dt:hover span {\n",
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+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
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+       "  width: 1em;\n",
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+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
+       "Dimensions:      (stations: 51010)\n",
+       "Coordinates:\n",
+       "    lat          (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "    lon          (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "Dimensions without coordinates: stations\n",
+       "Data variables:\n",
+       "    Hsmean       (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "    SSp99        (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "    tidal_range  (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "Attributes:\n",
+       "    Conventions:   CF-1.8\n",
+       "    crs:           3035\n",
+       "    date_created:  28nd of February 2024\n",
+       "    institution:   Universidad de Cantabria, Instituto de Hidráulica Ambienta...\n",
+       "    keywords:      Waves, Storm surge, tide, coast, EU scale\n",
+       "    project:       CoCliCo - Coastal Climate Core Services\n",
+       "    summary:       Location of Coastal Target Points and their respective mea...\n",
+       "    title:         EU Coastal Target Points - Coastal marine climatologies</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cbb364cf-a40c-432c-97e8-b2e181b0d61b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cbb364cf-a40c-432c-97e8-b2e181b0d61b' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>stations</span>: 51010</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-854b7644-f45b-4414-8cee-68808b3da791' class='xr-section-summary-in' type='checkbox'  checked><label for='section-854b7644-f45b-4414-8cee-68808b3da791' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-9105a434-a87c-4990-a14a-a294aabf10a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9105a434-a87c-4990-a14a-a294aabf10a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-61a919fa-1b18-4655-8be0-d844e683ba0a' class='xr-var-data-in' type='checkbox'><label for='data-61a919fa-1b18-4655-8be0-d844e683ba0a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>lat</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
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+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-fb72aedc-0451-4ec8-8cab-71f397d6fa18' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fb72aedc-0451-4ec8-8cab-71f397d6fa18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31758bed-d4ba-4e17-aaf2-783cc68f931b' class='xr-var-data-in' type='checkbox'><label for='data-31758bed-d4ba-4e17-aaf2-783cc68f931b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>lon</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-061a9369-5bba-48dc-85a5-38767258c9bf' class='xr-section-summary-in' type='checkbox'  checked><label for='section-061a9369-5bba-48dc-85a5-38767258c9bf' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>Hsmean</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-4bf07d1d-b37b-44d8-a924-f1a2d9a124cd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4bf07d1d-b37b-44d8-a924-f1a2d9a124cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-896d8517-b759-4453-9923-c7c2f3f9b28f' class='xr-var-data-in' type='checkbox'><label for='data-896d8517-b759-4453-9923-c7c2f3f9b28f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Mean of Hs hourly time series over the period 1985-2022</dd><dt><span>long_name :</span></dt><dd>Mean value of significant height</dd><dt><span>short_name :</span></dt><dd>Hs</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >51010</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SSp99</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-8caa423d-ca35-447e-92aa-6d5acba28b3b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8caa423d-ca35-447e-92aa-6d5acba28b3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4b602378-376a-4f6b-8548-3a50b5d857d1' class='xr-var-data-in' type='checkbox'><label for='data-4b602378-376a-4f6b-8548-3a50b5d857d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>99th percentile of storm surge hourly time series over the period 1985-2021</dd><dt><span>long_name :</span></dt><dd>99th percentile of storm surge sea level variation</dd><dt><span>short_name :</span></dt><dd>SS</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Text -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tidal_range</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-f992e9d0-9337-4d91-a3c0-e2f98985fd67' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f992e9d0-9337-4d91-a3c0-e2f98985fd67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45c1f11c-4c10-42d6-a6ac-4cc2e262e44d' class='xr-var-data-in' type='checkbox'><label for='data-45c1f11c-4c10-42d6-a6ac-4cc2e262e44d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>Difference between the mean high water level and the mean low water level over the period 1985-2021</dd><dt><span>long_name :</span></dt><dd>Mean_tidal_range</dd><dt><span>short_name :</span></dt><dd>tidal_range</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "\n",
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+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >51010</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-79104387-e24b-4398-95b8-2e28ee2f18d9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-79104387-e24b-4398-95b8-2e28ee2f18d9' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-cb90f01e-d700-461d-a540-a245ee575647' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cb90f01e-d700-461d-a540-a245ee575647' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd><dt><span>date_created :</span></dt><dd>28nd of February 2024</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>Waves, Storm surge, tide, coast, EU scale</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective mean significant wave height, 99th percentile storm surge and mean tidal range</dd><dt><span>title :</span></dt><dd>EU Coastal Target Points - Coastal marine climatologies</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:      (stations: 51010)\n",
+       "Coordinates:\n",
+       "    lat          (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "    lon          (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "Dimensions without coordinates: stations\n",
+       "Data variables:\n",
+       "    Hsmean       (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "    SSp99        (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "    tidal_range  (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    Conventions:   CF-1.8\n",
+       "    crs:           3035\n",
+       "    date_created:  28nd of February 2024\n",
+       "    institution:   Universidad de Cantabria, Instituto de Hidráulica Ambienta...\n",
+       "    keywords:      Waves, Storm surge, tide, coast, EU scale\n",
+       "    project:       CoCliCo - Coastal Climate Core Services\n",
+       "    summary:       Location of Coastal Target Points and their respective mea...\n",
+       "    title:         EU Coastal Target Points - Coastal marine climatologies"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 25;\n                var nbb_unformatted_code = \"ds_new = xr.open_zarr(ds_dir.joinpath(\\\"%s.zarr\\\" % ds_out_filename))\\nds_new\";\n                var nbb_formatted_code = \"ds_new = xr.open_zarr(ds_dir.joinpath(\\\"%s.zarr\\\" % ds_out_filename))\\nds_new\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ds_new = xr.open_zarr(ds_dir.joinpath(\"%s.zarr\" % ds_out_filename))\n",
+    "ds_new"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "WindowsPath('P:/11207608-coclico/FULLTRACK_DATA/WP3/data/NetCDF/CTP_MarineClimatologies')"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 26;\n                var nbb_unformatted_code = \" ds_out_filename\";\n                var nbb_formatted_code = \"ds_out_filename\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    " ds_out_filename"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/notebooks/20_twl.ipynb b/notebooks/20_twl.ipynb
index fa838a53c5..17c7b9d743 100644
--- a/notebooks/20_twl.ipynb
+++ b/notebooks/20_twl.ipynb
@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [
     {
@@ -23,7 +23,7 @@
     },
     {
      "data": {
-      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 10;\n                var nbb_unformatted_code = \"# Optional; code formatter, installed as jupyter lab extension\\n#%load_ext lab_black\\n# Optional; code formatter, installed as jupyter notebook extension\\n%load_ext nb_black\";\n                var nbb_formatted_code = \"# Optional; code formatter, installed as jupyter lab extension\\n# %load_ext lab_black\\n# Optional; code formatter, installed as jupyter notebook extension\\n%load_ext nb_black\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
+      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 49;\n                var nbb_unformatted_code = \"# Optional; code formatter, installed as jupyter lab extension\\n#%load_ext lab_black\\n# Optional; code formatter, installed as jupyter notebook extension\\n%load_ext nb_black\";\n                var nbb_formatted_code = \"# Optional; code formatter, installed as jupyter lab extension\\n# %load_ext lab_black\\n# Optional; code formatter, installed as jupyter notebook extension\\n%load_ext nb_black\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
       "text/plain": [
        "<IPython.core.display.Javascript object>"
       ]
@@ -48,20 +48,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 35,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 11;\n                var nbb_unformatted_code = \"# Import standard packages\\nimport os\\nimport pathlib\\nimport sys\\nimport numpy as np\\nimport geopandas as gpd\\nimport pandas as pd\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport netCDF4 as nc\\nimport numpy.ma as ma\\n\\n# Import custom functionality\\nfrom coclicodata.drive_config import p_drive\\nfrom coclicodata.etl.cf_compliancy_checker import check_compliancy, save_compliancy\\nfrom coastmonitor.io.utils import name_block\\n\\n# Make root directories importable by appending root to path\\ncwd = pathlib.Path().resolve()\\nsys.path.append(os.path.dirname(cwd))\\n\\n# Get root paths\\nhome = pathlib.Path().home()\\nroot = home.root\\n\\n# Define (local and) remote drives\\ncoclico_data_dir = p_drive.joinpath(\\\"11207608-coclico\\\", \\\"FULLTRACK_DATA\\\")\\n\\n# Workaround to the Windows OS (10) udunits error after installation of cfchecker: https://github.com/SciTools/iris/issues/404\\nos.environ[\\\"UDUNITS2_XML_PATH\\\"] = str(\\n    home.joinpath(  # change to the udunits2.xml file dir in your Python installation\\n        r\\\"Anaconda3\\\\pkgs\\\\udunits2-2.2.28-h892ecd3_0\\\\Library\\\\share\\\\udunits\\\\udunits2.xml\\\"\\n    )\\n)\";\n                var nbb_formatted_code = \"# Import standard packages\\nimport os\\nimport pathlib\\nimport sys\\nimport numpy as np\\nimport geopandas as gpd\\nimport pandas as pd\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport netCDF4 as nc\\nimport numpy.ma as ma\\n\\n# Import custom functionality\\nfrom coclicodata.drive_config import p_drive\\nfrom coclicodata.etl.cf_compliancy_checker import check_compliancy, save_compliancy\\nfrom coastmonitor.io.utils import name_block\\n\\n# Make root directories importable by appending root to path\\ncwd = pathlib.Path().resolve()\\nsys.path.append(os.path.dirname(cwd))\\n\\n# Get root paths\\nhome = pathlib.Path().home()\\nroot = home.root\\n\\n# Define (local and) remote drives\\ncoclico_data_dir = p_drive.joinpath(\\\"11207608-coclico\\\", \\\"FULLTRACK_DATA\\\")\\n\\n# Workaround to the Windows OS (10) udunits error after installation of cfchecker: https://github.com/SciTools/iris/issues/404\\nos.environ[\\\"UDUNITS2_XML_PATH\\\"] = str(\\n    home.joinpath(  # change to the udunits2.xml file dir in your Python installation\\n        r\\\"Anaconda3\\\\pkgs\\\\udunits2-2.2.28-h892ecd3_0\\\\Library\\\\share\\\\udunits\\\\udunits2.xml\\\"\\n    )\\n)\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
-      "text/plain": [
-       "<IPython.core.display.Javascript object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Import standard packages\n",
     "import os\n",
@@ -101,20 +90,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 36,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 12;\n                var nbb_unformatted_code = \"# Project paths & files (manual input)\\nWP_dir = coclico_data_dir.joinpath(\\\"WP3\\\")\\ndata_dir = WP_dir.joinpath(\\\"data\\\")\\nds_dir = data_dir.joinpath(\\\"NetCDF\\\")\\nds_filename = ds_dir.joinpath(\\\"CTP_ReturnPeriods.nc\\\")\\nds_out_filename = ds_dir.joinpath(\\\"CTP_ReturnPeriods\\\")\\n\\nCF_dir = data_dir.joinpath(r\\\"CF\\\")\";\n                var nbb_formatted_code = \"# Project paths & files (manual input)\\nWP_dir = coclico_data_dir.joinpath(\\\"WP3\\\")\\ndata_dir = WP_dir.joinpath(\\\"data\\\")\\nds_dir = data_dir.joinpath(\\\"NetCDF\\\")\\nds_filename = ds_dir.joinpath(\\\"CTP_ReturnPeriods.nc\\\")\\nds_out_filename = ds_dir.joinpath(\\\"CTP_ReturnPeriods\\\")\\n\\nCF_dir = data_dir.joinpath(r\\\"CF\\\")\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
-      "text/plain": [
-       "<IPython.core.display.Javascript object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Project paths & files (manual input)\n",
     "WP_dir = coclico_data_dir.joinpath(\"WP3\")\n",
@@ -128,7 +106,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -165,6 +143,7 @@
        "}\n",
        "\n",
        "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
        "body[data-theme=dark],\n",
        "body.vscode-dark {\n",
        "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
@@ -497,16 +476,16 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
        "Dimensions:  (locs: 51010)\n",
        "Coordinates:\n",
-       "    lon      (locs) float64 ...\n",
-       "    lat      (locs) float64 ...\n",
+       "    lon      (locs) float64 408kB ...\n",
+       "    lat      (locs) float64 408kB ...\n",
        "Dimensions without coordinates: locs\n",
        "Data variables:\n",
-       "    RP1      (locs) float64 ...\n",
-       "    RP100    (locs) float64 ...\n",
-       "    RP1000   (locs) float64 ...\n",
+       "    RP1      (locs) float64 408kB ...\n",
+       "    RP100    (locs) float64 408kB ...\n",
+       "    RP1000   (locs) float64 408kB ...\n",
        "Attributes:\n",
        "    title:         EU Coastal Target Points - TWL Return Periods\n",
        "    summary:       Location of Coastal Target Points and their respective TWL...\n",
@@ -515,19 +494,19 @@
        "    date_created:  04th of March 2024\n",
        "    project:       CoCliCo - Coastal Climate Core Services\n",
        "    Conventions:   CF-1.8\n",
-       "    crs:           3035</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d7345954-dcb8-421c-9734-e62f0fe28660' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d7345954-dcb8-421c-9734-e62f0fe28660' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>locs</span>: 51010</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-91487b0d-4473-407a-b3ad-93128697577f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-91487b0d-4473-407a-b3ad-93128697577f' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-99e3720a-7884-4196-ba38-b36d1a0b9644' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-99e3720a-7884-4196-ba38-b36d1a0b9644' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6db399d2-07f5-4061-9863-c4f85001fe50' class='xr-var-data-in' type='checkbox'><label for='data-6db399d2-07f5-4061-9863-c4f85001fe50' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3e83c678-c54c-4d40-9e8c-f2621d74681a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e83c678-c54c-4d40-9e8c-f2621d74681a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ff481ae-5498-4ad0-856a-65b1ff2b692c' class='xr-var-data-in' type='checkbox'><label for='data-6ff481ae-5498-4ad0-856a-65b1ff2b692c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a1eaf110-83d7-489a-be98-c29e9304f31e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a1eaf110-83d7-489a-be98-c29e9304f31e' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RP1</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a9878242-3c97-44e4-976b-d33bfddcf2f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a9878242-3c97-44e4-976b-d33bfddcf2f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-688813e7-ae18-47eb-94b7-009709942c00' class='xr-var-data-in' type='checkbox'><label for='data-688813e7-ae18-47eb-94b7-009709942c00' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>1-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RP100</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fbf9bf5a-458f-43ec-922b-38b10be79d86' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fbf9bf5a-458f-43ec-922b-38b10be79d86' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90dabb10-3ebf-48c7-ad98-9582ce62b258' class='xr-var-data-in' type='checkbox'><label for='data-90dabb10-3ebf-48c7-ad98-9582ce62b258' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>100-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RP1000</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ef9cfc80-5b4f-41cc-95a0-9cb5249841b3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ef9cfc80-5b4f-41cc-95a0-9cb5249841b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-992a1d08-3518-4452-b0d5-fce89d95a52e' class='xr-var-data-in' type='checkbox'><label for='data-992a1d08-3518-4452-b0d5-fce89d95a52e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>1000-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-feb7095e-16c8-4039-8931-2c7672be7239' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-feb7095e-16c8-4039-8931-2c7672be7239' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-0653cc6a-2cb6-4973-ad1b-37de5af2c4bb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0653cc6a-2cb6-4973-ad1b-37de5af2c4bb' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>EU Coastal Target Points - TWL Return Periods</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective TWL return period values for RP1, RP100 and RP1000</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>extreme event, hindcast, EU scale</dd><dt><span>date_created :</span></dt><dd>04th of March 2024</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd></dl></div></li></ul></div></div>"
+       "    crs:           3035</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-02e977e9-589d-47b6-be7b-e4a972018245' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-02e977e9-589d-47b6-be7b-e4a972018245' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>locs</span>: 51010</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a3e4185a-b56d-4160-adec-875ee5e40e01' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a3e4185a-b56d-4160-adec-875ee5e40e01' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fbb5c1bd-d495-4da4-9847-4f5851f271a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fbb5c1bd-d495-4da4-9847-4f5851f271a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b769895c-fd19-4de5-a911-548095868bd8' class='xr-var-data-in' type='checkbox'><label for='data-b769895c-fd19-4de5-a911-548095868bd8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f5cc8fc0-7917-4fc9-bdaa-e3f848310087' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5cc8fc0-7917-4fc9-bdaa-e3f848310087' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-864f1527-90f9-41b9-9faa-ca05e69cd351' class='xr-var-data-in' type='checkbox'><label for='data-864f1527-90f9-41b9-9faa-ca05e69cd351' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9fb4d36e-5a35-4cd0-8766-b2d1ab97ac3c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9fb4d36e-5a35-4cd0-8766-b2d1ab97ac3c' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RP1</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30e4c09a-285d-4fa6-bf9e-1c239ea2da77' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30e4c09a-285d-4fa6-bf9e-1c239ea2da77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c46b30dc-6aa7-4d93-b90c-8c2d83cfccc8' class='xr-var-data-in' type='checkbox'><label for='data-c46b30dc-6aa7-4d93-b90c-8c2d83cfccc8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>1-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RP100</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-36579e73-cdbc-42a0-a550-b8a2762cc8b6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-36579e73-cdbc-42a0-a550-b8a2762cc8b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4594143-8ecb-4592-9236-d21b04d1e8ea' class='xr-var-data-in' type='checkbox'><label for='data-d4594143-8ecb-4592-9236-d21b04d1e8ea' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>100-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RP1000</span></div><div class='xr-var-dims'>(locs)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d92069cc-d9d5-4e54-8b1b-1a164c5e3b76' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d92069cc-d9d5-4e54-8b1b-1a164c5e3b76' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b38a7744-ea5e-4336-a49f-bce2d4241f60' class='xr-var-data-in' type='checkbox'><label for='data-b38a7744-ea5e-4336-a49f-bce2d4241f60' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>1000-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ab3992d7-de96-404d-8b94-a7fb37de2c8b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ab3992d7-de96-404d-8b94-a7fb37de2c8b' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-c7ee58a4-b52a-480e-a4f3-8deb8b2af891' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c7ee58a4-b52a-480e-a4f3-8deb8b2af891' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>EU Coastal Target Points - TWL Return Periods</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective TWL return period values for RP1, RP100 and RP1000</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>extreme event, hindcast, EU scale</dd><dt><span>date_created :</span></dt><dd>04th of March 2024</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset>\n",
+       "<xarray.Dataset> Size: 2MB\n",
        "Dimensions:  (locs: 51010)\n",
        "Coordinates:\n",
-       "    lon      (locs) float64 ...\n",
-       "    lat      (locs) float64 ...\n",
+       "    lon      (locs) float64 408kB ...\n",
+       "    lat      (locs) float64 408kB ...\n",
        "Dimensions without coordinates: locs\n",
        "Data variables:\n",
-       "    RP1      (locs) float64 ...\n",
-       "    RP100    (locs) float64 ...\n",
-       "    RP1000   (locs) float64 ...\n",
+       "    RP1      (locs) float64 408kB ...\n",
+       "    RP100    (locs) float64 408kB ...\n",
+       "    RP1000   (locs) float64 408kB ...\n",
        "Attributes:\n",
        "    title:         EU Coastal Target Points - TWL Return Periods\n",
        "    summary:       Location of Coastal Target Points and their respective TWL...\n",
@@ -539,19 +518,9 @@
        "    crs:           3035"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 37,
      "metadata": {},
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@@ -563,87 +532,1555 @@
   },
   {
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-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/javascript": "\n            setTimeout(function() {\n                var nbb_cell_id = 14;\n                var nbb_unformatted_code = \"%%capture cap --no-stderr\\n# check original CF compliancy\\n\\ncheck_compliancy(testfile=ds_filename, working_dir=CF_dir)\";\n                var nbb_formatted_code = \"%%capture cap --no-stderr\\n# check original CF compliancy\\n\\ncheck_compliancy(testfile=ds_filename, working_dir=CF_dir)\";\n                var nbb_cells = Jupyter.notebook.get_cells();\n                for (var i = 0; i < nbb_cells.length; ++i) {\n                    if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n                        if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n                             nbb_cells[i].set_text(nbb_formatted_code);\n                        }\n                        break;\n                    }\n                }\n            }, 500);\n            ",
-      "text/plain": [
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-    "# check original CF compliancy\n",
-    "\n",
-    "check_compliancy(testfile=ds_filename, working_dir=CF_dir)"
-   ]
-  },
-  {
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-   "execution_count": 15,
+   "execution_count": 38,
    "metadata": {},
-   "outputs": [
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-     "output_type": "stream",
-     "text": [
-      "{'P:\\\\11207608-coclico\\\\FULLTRACK_DATA\\\\WP3\\\\data\\\\NetCDF\\\\CTP_ReturnPeriods.nc': {'warnings': '0', 'errors': '0'}}\n"
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-    "save_compliancy(cap, testfile=ds_filename, working_dir=CF_dir)\n",
-    "\n",
-    "# NOTE: File is already CF-compliant :)"
+    "# Change locs to stations\n",
+    "ds = ds.rename_dims({'locs': 'stations'})"
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   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
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-    "ds.to_zarr(ds_dir.joinpath(\"%s.zarr\" % ds_out_filename), mode=\"w\")"
-   ]
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
+       "Dimensions:  (stations: 51010, RP: 3)\n",
+       "Coordinates:\n",
+       "    lon      (stations) float64 408kB ...\n",
+       "    lat      (stations) float64 408kB ...\n",
+       "  * RP       (RP) float64 24B 1.0 100.0 1e+03\n",
+       "Dimensions without coordinates: stations\n",
+       "Data variables:\n",
+       "    twl      (RP, stations) float64 1MB 0.6883 0.6837 0.698 ... 0.7818 0.773\n",
+       "Attributes:\n",
+       "    title:         EU Coastal Target Points - TWL Return Periods\n",
+       "    summary:       Location of Coastal Target Points and their respective TWL...\n",
+       "    institution:   Universidad de Cantabria, Instituto de Hidráulica Ambienta...\n",
+       "    keywords:      extreme event, hindcast, EU scale\n",
+       "    date_created:  04th of March 2024\n",
+       "    project:       CoCliCo - Coastal Climate Core Services\n",
+       "    Conventions:   CF-1.8\n",
+       "    crs:           3035</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2d5d4727-a82d-4a05-8393-92619f51a27c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2d5d4727-a82d-4a05-8393-92619f51a27c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>stations</span>: 51010</li><li><span class='xr-has-index'>RP</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fc315d85-8b70-40e9-bf7e-ce809049e329' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fc315d85-8b70-40e9-bf7e-ce809049e329' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f38dcba0-146e-4768-8cbe-6f0d76cb65fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f38dcba0-146e-4768-8cbe-6f0d76cb65fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-754b6db1-6da4-4a43-90b9-fb1dc556b6d3' class='xr-var-data-in' type='checkbox'><label for='data-754b6db1-6da4-4a43-90b9-fb1dc556b6d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-98038c66-e5a3-4292-9f96-3dcd56b7cc54' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-98038c66-e5a3-4292-9f96-3dcd56b7cc54' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45d5e6b0-e578-4fee-ac17-43456c1a3c3b' class='xr-var-data-in' type='checkbox'><label for='data-45d5e6b0-e578-4fee-ac17-43456c1a3c3b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>[51010 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>RP</span></div><div class='xr-var-dims'>(RP)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 100.0 1e+03</div><input id='attrs-a61ae73c-ac94-4009-8adc-13e0b3dad5cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a61ae73c-ac94-4009-8adc-13e0b3dad5cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-551aa91b-f35e-401d-825c-ddabb1786161' class='xr-var-data-in' type='checkbox'><label for='data-551aa91b-f35e-401d-825c-ddabb1786161' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   1.,  100., 1000.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4e88ed24-3c2c-4be8-be57-d430e68a3284' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4e88ed24-3c2c-4be8-be57-d430e68a3284' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>twl</span></div><div class='xr-var-dims'>(RP, stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.6883 0.6837 ... 0.7818 0.773</div><input id='attrs-baec5409-cc8c-49a3-9eea-3215e0b95f71' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-baec5409-cc8c-49a3-9eea-3215e0b95f71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-762f9f38-ff1a-4697-9466-9c38e058b704' class='xr-var-data-in' type='checkbox'><label for='data-762f9f38-ff1a-4697-9466-9c38e058b704' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>1-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div><div class='xr-var-data'><pre>array([[0.68832815, 0.68372738, 0.6979847 , ..., 0.44570422, 0.45043558,\n",
+       "        0.44824767],\n",
+       "       [0.9168458 , 0.9123655 , 0.92665505, ..., 0.65814108, 0.6675154 ,\n",
+       "        0.66097295],\n",
+       "       [1.03718913, 1.0327723 , 1.04707873, ..., 0.77001584, 0.78183967,\n",
+       "        0.77300191]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b88c55dc-e74a-47f4-acc0-9367b318b090' class='xr-section-summary-in' type='checkbox'  ><label for='section-b88c55dc-e74a-47f4-acc0-9367b318b090' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>RP</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-031bcde9-7a72-46cd-821d-e5f4580511e7' class='xr-index-data-in' type='checkbox'/><label for='index-031bcde9-7a72-46cd-821d-e5f4580511e7' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1.0, 100.0, 1000.0], dtype=&#x27;float64&#x27;, name=&#x27;RP&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-dfedcf70-10c9-4c1b-bd44-9f2143013101' class='xr-section-summary-in' type='checkbox'  checked><label for='section-dfedcf70-10c9-4c1b-bd44-9f2143013101' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>title :</span></dt><dd>EU Coastal Target Points - TWL Return Periods</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective TWL return period values for RP1, RP100 and RP1000</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>extreme event, hindcast, EU scale</dd><dt><span>date_created :</span></dt><dd>04th of March 2024</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:  (stations: 51010, RP: 3)\n",
+       "Coordinates:\n",
+       "    lon      (stations) float64 408kB ...\n",
+       "    lat      (stations) float64 408kB ...\n",
+       "  * RP       (RP) float64 24B 1.0 100.0 1e+03\n",
+       "Dimensions without coordinates: stations\n",
+       "Data variables:\n",
+       "    twl      (RP, stations) float64 1MB 0.6883 0.6837 0.698 ... 0.7818 0.773\n",
+       "Attributes:\n",
+       "    title:         EU Coastal Target Points - TWL Return Periods\n",
+       "    summary:       Location of Coastal Target Points and their respective TWL...\n",
+       "    institution:   Universidad de Cantabria, Instituto de Hidráulica Ambienta...\n",
+       "    keywords:      extreme event, hindcast, EU scale\n",
+       "    date_created:  04th of March 2024\n",
+       "    project:       CoCliCo - Coastal Climate Core Services\n",
+       "    Conventions:   CF-1.8\n",
+       "    crs:           3035"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Stack the data variables into a new dimension 'Return Periods'\n",
+    "rp_data = xr.concat([ds['RP1'], ds['RP100'], ds['RP1000']], dim='RP')\n",
+    "\n",
+    "# Assign the new dimension labels\n",
+    "rp_data = rp_data.assign_coords({'RP': [float(f) for f in [1, 100, 1000]]})\n",
+    "\n",
+    "# Now assign this data array back to the original dataset under a new variable name\n",
+    "ds['twl'] = rp_data\n",
+    "\n",
+    "# Optionally, you can remove the old data variables\n",
+    "ds = ds.drop_vars(['RP1', 'RP100', 'RP1000'])\n",
+    "\n",
+    "ds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;RP1&#x27; (RP: 3, stations: 51010)&gt; Size: 1MB\n",
+       "array([[0.68832815, 0.68372738, 0.6979847 , ..., 0.44570422, 0.45043558,\n",
+       "        0.44824767],\n",
+       "       [0.9168458 , 0.9123655 , 0.92665505, ..., 0.65814108, 0.6675154 ,\n",
+       "        0.66097295],\n",
+       "       [1.03718913, 1.0327723 , 1.04707873, ..., 0.77001584, 0.78183967,\n",
+       "        0.77300191]])\n",
+       "Coordinates:\n",
+       "    lon      (stations) float64 408kB -5.28 -5.269 -5.315 ... 14.57 14.57 14.58\n",
+       "    lat      (stations) float64 408kB 35.69 35.69 35.69 ... 35.87 35.85 35.86\n",
+       "  * RP       (RP) float64 24B 1.0 100.0 1e+03\n",
+       "Dimensions without coordinates: stations\n",
+       "Attributes:\n",
+       "    long_name:    1-yr return value of total water level, including tide, sur...\n",
+       "    short_name:   return_levels\n",
+       "    units:        m\n",
+       "    description:  From total water level hourly time series over the period 1...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'RP1'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>RP</span>: 3</li><li><span>stations</span>: 51010</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-918c2766-a523-4135-bac5-11e133f0b5cc' class='xr-array-in' type='checkbox' checked><label for='section-918c2766-a523-4135-bac5-11e133f0b5cc' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.6883 0.6837 0.698 0.6918 0.6892 ... 0.7867 0.7837 0.77 0.7818 0.773</span></div><div class='xr-array-data'><pre>array([[0.68832815, 0.68372738, 0.6979847 , ..., 0.44570422, 0.45043558,\n",
+       "        0.44824767],\n",
+       "       [0.9168458 , 0.9123655 , 0.92665505, ..., 0.65814108, 0.6675154 ,\n",
+       "        0.66097295],\n",
+       "       [1.03718913, 1.0327723 , 1.04707873, ..., 0.77001584, 0.78183967,\n",
+       "        0.77300191]])</pre></div></div></li><li class='xr-section-item'><input id='section-18adb367-f296-447e-8375-58c65ed55075' class='xr-section-summary-in' type='checkbox'  checked><label for='section-18adb367-f296-447e-8375-58c65ed55075' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-5.28 -5.269 -5.315 ... 14.57 14.58</div><input id='attrs-30173b4f-9f5d-43fd-b042-f40ed9add43c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30173b4f-9f5d-43fd-b042-f40ed9add43c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0934487e-c398-4367-8787-8af5cf0b568b' class='xr-var-data-in' type='checkbox'><label for='data-0934487e-c398-4367-8787-8af5cf0b568b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([-5.28      , -5.2695    , -5.3153    , ..., 14.57261709,\n",
+       "       14.57496194, 14.57779685])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>35.69 35.69 35.69 ... 35.85 35.86</div><input id='attrs-5f92b406-2eae-429b-bac9-5138ac644a2b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5f92b406-2eae-429b-bac9-5138ac644a2b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8543ff6-bcd6-47a1-9554-6f577a232781' class='xr-var-data-in' type='checkbox'><label for='data-a8543ff6-bcd6-47a1-9554-6f577a232781' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([35.693     , 35.6897    , 35.6936    , ..., 35.87408278,\n",
+       "       35.85491654, 35.8647103 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>RP</span></div><div class='xr-var-dims'>(RP)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 100.0 1e+03</div><input id='attrs-d6897924-9ada-4058-8a35-bc867c647b9f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d6897924-9ada-4058-8a35-bc867c647b9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dab33073-c079-4bea-b320-6a135cee00f9' class='xr-var-data-in' type='checkbox'><label for='data-dab33073-c079-4bea-b320-6a135cee00f9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   1.,  100., 1000.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e3d57b9f-18dd-4daf-bb5c-edda2ac64e51' class='xr-section-summary-in' type='checkbox'  ><label for='section-e3d57b9f-18dd-4daf-bb5c-edda2ac64e51' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>RP</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-06a5e1fd-8e23-4f23-9353-9e9cbc8ae81c' class='xr-index-data-in' type='checkbox'/><label for='index-06a5e1fd-8e23-4f23-9353-9e9cbc8ae81c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1.0, 100.0, 1000.0], dtype=&#x27;float64&#x27;, name=&#x27;RP&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-468dfacd-5f4a-43d7-8460-03108daf25b9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-468dfacd-5f4a-43d7-8460-03108daf25b9' class='xr-section-summary' >Attributes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>1-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.DataArray 'RP1' (RP: 3, stations: 51010)> Size: 1MB\n",
+       "array([[0.68832815, 0.68372738, 0.6979847 , ..., 0.44570422, 0.45043558,\n",
+       "        0.44824767],\n",
+       "       [0.9168458 , 0.9123655 , 0.92665505, ..., 0.65814108, 0.6675154 ,\n",
+       "        0.66097295],\n",
+       "       [1.03718913, 1.0327723 , 1.04707873, ..., 0.77001584, 0.78183967,\n",
+       "        0.77300191]])\n",
+       "Coordinates:\n",
+       "    lon      (stations) float64 408kB -5.28 -5.269 -5.315 ... 14.57 14.57 14.58\n",
+       "    lat      (stations) float64 408kB 35.69 35.69 35.69 ... 35.87 35.85 35.86\n",
+       "  * RP       (RP) float64 24B 1.0 100.0 1e+03\n",
+       "Dimensions without coordinates: stations\n",
+       "Attributes:\n",
+       "    long_name:    1-yr return value of total water level, including tide, sur...\n",
+       "    short_name:   return_levels\n",
+       "    units:        m\n",
+       "    description:  From total water level hourly time series over the period 1..."
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "rp_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%capture cap --no-stderr\n",
+    "# check original CF compliancy\n",
+    "\n",
+    "check_compliancy(testfile=ds_filename, working_dir=CF_dir)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'P:\\\\11207608-coclico\\\\FULLTRACK_DATA\\\\WP3\\\\data\\\\NetCDF\\\\CTP_ReturnPeriods.nc': {'warnings': '0', 'errors': '0'}}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# save original CF compliancy\n",
+    "save_compliancy(cap, testfile=ds_filename, working_dir=CF_dir)\n",
+    "\n",
+    "# NOTE: File is already CF-compliant :)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<xarray.backends.zarr.ZarrStore at 0x1a186a4c7c0>"
+      ]
+     },
+     "execution_count": 43,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# export to zarr in write mode (to overwrite if exists)\n",
+    "ds.to_zarr(ds_dir.joinpath(\"%s.zarr\" % ds_out_filename), mode=\"w\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "WindowsPath('P:/11207608-coclico/FULLTRACK_DATA/WP3/data/NetCDF/CTP_ReturnPeriods')"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ds_out_filename"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [
+    {
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+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
+       "Dimensions:  (RP: 3, stations: 51010)\n",
+       "Coordinates:\n",
+       "  * RP       (RP) float64 24B 1.0 100.0 1e+03\n",
+       "    lat      (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "    lon      (stations) float64 408kB dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;\n",
+       "Dimensions without coordinates: stations\n",
+       "Data variables:\n",
+       "    twl      (RP, stations) float64 1MB dask.array&lt;chunksize=(2, 25505), meta=np.ndarray&gt;\n",
+       "Attributes:\n",
+       "    Conventions:   CF-1.8\n",
+       "    crs:           3035\n",
+       "    date_created:  04th of March 2024\n",
+       "    institution:   Universidad de Cantabria, Instituto de Hidráulica Ambienta...\n",
+       "    keywords:      extreme event, hindcast, EU scale\n",
+       "    project:       CoCliCo - Coastal Climate Core Services\n",
+       "    summary:       Location of Coastal Target Points and their respective TWL...\n",
+       "    title:         EU Coastal Target Points - TWL Return Periods</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-729c49d3-655f-4a56-9acd-5f6902480f2f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-729c49d3-655f-4a56-9acd-5f6902480f2f' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>RP</span>: 3</li><li><span>stations</span>: 51010</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b14a15a1-6b23-440e-8b05-28ffd4a9837f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b14a15a1-6b23-440e-8b05-28ffd4a9837f' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>RP</span></div><div class='xr-var-dims'>(RP)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 100.0 1e+03</div><input id='attrs-dc034618-d18d-4839-8ce7-6d1fccf8b4c4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dc034618-d18d-4839-8ce7-6d1fccf8b4c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53d0d69c-f979-40a1-81ed-4a67c2869f23' class='xr-var-data-in' type='checkbox'><label for='data-53d0d69c-f979-40a1-81ed-4a67c2869f23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   1.,  100., 1000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-698a1c45-84e1-4d50-bfe4-667b83354e5d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-698a1c45-84e1-4d50-bfe4-667b83354e5d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c96b146a-dffb-4cd7-b0b2-099d5ce1f1ae' class='xr-var-data-in' type='checkbox'><label for='data-c96b146a-dffb-4cd7-b0b2-099d5ce1f1ae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>short_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >51010</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(25505,), meta=np.ndarray&gt;</div><input id='attrs-1dd68559-eaaa-4977-9122-abb14c9212c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1dd68559-eaaa-4977-9122-abb14c9212c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f36b630-67a6-4c07-a1f4-c2096f0de17c' class='xr-var-data-in' type='checkbox'><label for='data-3f36b630-67a6-4c07-a1f4-c2096f0de17c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>short_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                        <td> 199.26 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (51010,) </td>\n",
+       "                        <td> (25505,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >51010</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-0b8533a9-6895-405d-a085-637885f5ccd6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0b8533a9-6895-405d-a085-637885f5ccd6' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>twl</span></div><div class='xr-var-dims'>(RP, stations)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 25505), meta=np.ndarray&gt;</div><input id='attrs-e21de49a-9efc-455e-9967-e898dc5f6210' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e21de49a-9efc-455e-9967-e898dc5f6210' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f41566e-cb8e-483a-9c4e-8631eadf58fa' class='xr-var-data-in' type='checkbox'><label for='data-2f41566e-cb8e-483a-9c4e-8631eadf58fa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>description :</span></dt><dd>From total water level hourly time series over the period 1985-2021, refered to local mean sea level</dd><dt><span>long_name :</span></dt><dd>1-yr return value of total water level, including tide, surge and wave set up</dd><dt><span>short_name :</span></dt><dd>return_levels</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.17 MiB </td>\n",
+       "                        <td> 398.52 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (3, 51010) </td>\n",
+       "                        <td> (2, 25505) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"16\" x2=\"120\" y2=\"16\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"60\" y1=\"0\" x2=\"60\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >51010</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">3</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-9e6e9164-2088-4bd4-98e9-d84d3f2b5297' class='xr-section-summary-in' type='checkbox'  ><label for='section-9e6e9164-2088-4bd4-98e9-d84d3f2b5297' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>RP</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5f3ed927-844b-4604-94f4-e20031c98166' class='xr-index-data-in' type='checkbox'/><label for='index-5f3ed927-844b-4604-94f4-e20031c98166' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1.0, 100.0, 1000.0], dtype=&#x27;float64&#x27;, name=&#x27;RP&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a6112994-49b5-4e28-a9dd-03971f0941b1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a6112994-49b5-4e28-a9dd-03971f0941b1' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>crs :</span></dt><dd>3035</dd><dt><span>date_created :</span></dt><dd>04th of March 2024</dd><dt><span>institution :</span></dt><dd>Universidad de Cantabria, Instituto de Hidráulica Ambiental de la Universidad de Cantabria - IHCantabria (UC-IHC)</dd><dt><span>keywords :</span></dt><dd>extreme event, hindcast, EU scale</dd><dt><span>project :</span></dt><dd>CoCliCo - Coastal Climate Core Services</dd><dt><span>summary :</span></dt><dd>Location of Coastal Target Points and their respective TWL return period values for RP1, RP100 and RP1000</dd><dt><span>title :</span></dt><dd>EU Coastal Target Points - TWL Return Periods</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:  (RP: 3, stations: 51010)\n",
+       "Coordinates:\n",
+       "  * RP       (RP) float64 24B 1.0 100.0 1e+03\n",
+       "    lat      (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "    lon      (stations) float64 408kB dask.array<chunksize=(25505,), meta=np.ndarray>\n",
+       "Dimensions without coordinates: stations\n",
+       "Data variables:\n",
+       "    twl      (RP, stations) float64 1MB dask.array<chunksize=(2, 25505), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    Conventions:   CF-1.8\n",
+       "    crs:           3035\n",
+       "    date_created:  04th of March 2024\n",
+       "    institution:   Universidad de Cantabria, Instituto de Hidráulica Ambienta...\n",
+       "    keywords:      extreme event, hindcast, EU scale\n",
+       "    project:       CoCliCo - Coastal Climate Core Services\n",
+       "    summary:       Location of Coastal Target Points and their respective TWL...\n",
+       "    title:         EU Coastal Target Points - TWL Return Periods"
+      ]
+     },
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ds_new = xr.open_zarr(ds_dir.joinpath(\"%s.zarr\" % ds_out_filename))\n",
+    "ds_new"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/notebooks/B01_epsg=3035_x=2366962_y=2138862.tif b/notebooks/B01_epsg=3035_x=2366962_y=2138862.tif
deleted file mode 100644
index 04348c36e5..0000000000
Binary files a/notebooks/B01_epsg=3035_x=2366962_y=2138862.tif and /dev/null differ
diff --git a/scripts/create_stacs/13_slp_stacs.py b/scripts/create_stacs/13_slp_stacs.py
index c208d81ba0..306f626d67 100644
--- a/scripts/create_stacs/13_slp_stacs.py
+++ b/scripts/create_stacs/13_slp_stacs.py
@@ -15,7 +15,11 @@
 import pystac
 from pystac.stac_io import DefaultStacIO
 from coclicodata.drive_config import p_drive
-from coclicodata.etl.cloud_utils import dataset_from_google_cloud,load_google_credentials, dir_to_google_cloud
+from coclicodata.etl.cloud_utils import (
+    dataset_from_google_cloud,
+    load_google_credentials,
+    dir_to_google_cloud,
+)
 from coclicodata.etl.extract import get_mapbox_url, zero_terminated_bytes_as_str
 from pystac import Catalog, CatalogType, Collection, Summaries
 from coclicodata.coclico_stac.io import CoCliCoStacIO
@@ -39,6 +43,7 @@
     rm_special_characters,
 )
 
+
 # TODO: move itemize to ETL or stac.blueprint when generalized
 def itemize(
     da,
@@ -72,8 +77,6 @@ def itemize(
     ext.transform = list(da.rio.transform())[:6]
     ext.add_to(item)
 
-    roles = asset_roles or ["data"]
-
     href = os.path.join(
         GCS_PROTOCOL,
         BUCKET_NAME,
@@ -82,14 +85,31 @@ def itemize(
         blob_name,
     )
 
+    roles = asset_roles or ["data"]
+
     # TODO: We need to generalize this `href` somewhat.
-    asset = pystac.Asset(
+    dasset = pystac.Asset(  # data asset
         href=href,
         media_type=asset_media_type,
         roles=roles,
     )
 
-    item.add_asset("data", asset)
+    item.add_asset("data", dasset)
+
+    roles = asset_roles or ["visual"]
+    title = COLLECTION_ID + ":" + blob_name.split(".")[0].replace("\\", "_")
+
+    # TODO: We need to generalize this `href` somewhat.
+    vasset = pystac.Asset(  # data asset
+        href="https://coclico.avi.deltares.nl/geoserver/%s/wms?bbox={bbox-epsg-3857}&format=image/png&service=WMS&version=1.1.1&request=GetMap&srs=EPSG:3857&transparent=true&width=256&height=256&layers=%s"
+        % (COLLECTION_ID, title),
+        media_type="application/png",
+        title=title,
+        description="OGS WMS url",
+        roles=roles,
+    )
+
+    item.add_asset("visual", vasset)
 
     return item
 
@@ -105,6 +125,13 @@ def itemize(
     TEMPLATE_COLLECTION = "template"  # stac template for dataset collection
     COLLECTION_ID = "slp"  # name of stac collection
 
+    # hard-coded input params which differ per dataset
+    ADDITIONAL_DIMENSIONS = [
+        "scenarios",
+        "ensemble",
+        "time",
+    ]  # List of str; dims added to datacube
+
     # these are added at collection level, determine dashboard graph layout using all items
     PLOT_SERIES = "scenarios"
     PLOT_X_AXIS = "time"
@@ -128,7 +155,7 @@ def itemize(
     )
 
     # hard-coded input params which differ per dataset
-    METADATA_LIST = glob.glob(str(coclico_data_dir.joinpath('data','*.json')))
+    METADATA_LIST = glob.glob(str(coclico_data_dir.joinpath("data", "*.json")))
     DATASET_DIR = "data"
     CF_FILE = "slr_medium_confidence_values_CF.nc"
 
@@ -146,83 +173,97 @@ def itemize(
     # directory to export result
     cog_dirs = coclico_data_dir.joinpath("cogs")
 
-    catalog = Catalog.from_file(os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR, "catalog.json"))
+    catalog = Catalog.from_file(
+        os.path.join(
+            pathlib.Path(__file__).parent.parent.parent, STAC_DIR, "catalog.json"
+        )
+    )
 
     template_fp = os.path.join(
-        pathlib.Path(__file__).parent.parent.parent, STAC_DIR, TEMPLATE_COLLECTION, "collection.json"
+        pathlib.Path(__file__).parent.parent.parent,
+        STAC_DIR,
+        TEMPLATE_COLLECTION,
+        "collection.json",
     )
 
     layout = CoCliCoCOGLayout()
-    
-    #%% DO THE WORK
+
+    # %% DO THE WORK
     # Hard code the various ssp scenarios considered
-    scens = 'high_end', 'ssp126', 'ssp245', 'ssp585'
+    scens = "high_end", "ssp126", "ssp245", "ssp585"
 
     # List all nc-files from data folder
     ncfile_list = glob.glob(str(ds_dir.joinpath("*.nc")))
 
     for scen, file in zip(scens, ncfile_list):
         if not scen in file:
-            raise ValueError('The some or more of the strings defined in scens are not found in your file_list')
+            raise ValueError(
+                "The some or more of the strings defined in scens are not found in your file_list"
+            )
 
     # load metadata
-    with open(r'p:\11207608-coclico\FULLTRACK_DATA\WP3\data\full_dataset_metadata\SLP_CoCliCo_metadata.json', "r") as f:
-            ds_metadata = json.load(f)
+    with open(
+        r"p:\11207608-coclico\FULLTRACK_DATA\WP3\data\full_dataset_metadata\SLP_CoCliCo_metadata.json",
+        "r",
+    ) as f:
+        ds_metadata = json.load(f)
 
     if "Creative Commons" in ds_metadata["LICENSE"] and "4.0" in ds_metadata["LICENSE"]:
-            ds_metadata["LICENSE"] = "CC-BY-4.0"
+        ds_metadata["LICENSE"] = "CC-BY-4.0"
 
     # Add extra keywords
-    ds_metadata['KEYWORDS'].extend(["Sea Levels", "Full-Track"])
+    ds_metadata["KEYWORDS"].extend(["Sea Levels", "Full-Track"])
 
     # generate collection for dataset
     collection = get_template_collection(
-        template_fp=    template_fp,
-        collection_id=  COLLECTION_ID,
-        title=          ds_metadata["TITLE"],
-        description=    ds_metadata["SHORT_DESCRIPTION"],
-        keywords=       ds_metadata['KEYWORDS'],
-        license=        ds_metadata["LICENSE"],
-        spatial_extent= ds_metadata["SPATIAL_EXTENT"],
+        template_fp=template_fp,
+        collection_id=COLLECTION_ID,
+        title=ds_metadata["TITLE"],
+        description=ds_metadata["SHORT_DESCRIPTION"],
+        keywords=ds_metadata["KEYWORDS"],
+        license=ds_metadata["LICENSE"],
+        spatial_extent=ds_metadata["SPATIAL_EXTENT"],
         temporal_extent=ds_metadata["TEMPORAL_EXTENT"],
-        providers=      [
-                        pystac.Provider(
-                            name="Deltares",
-                            roles=[
-                                pystac.provider.ProviderRole.PROCESSOR,
-                                pystac.provider.ProviderRole.HOST,
-                            ],
-                            url="https://deltares.nl",
-                        ),
-                        pystac.Provider(
-                            ds_metadata["PROVIDERS"]["name"],
-                            roles=[
-                                pystac.provider.ProviderRole.PRODUCER,
-                            ],
-                            url=ds_metadata["PROVIDERS"]["url"],
-                            description=ds_metadata["PROVIDERS"]["description"],
-                        ),
-                    ]
-        )
-    #%%   
+        providers=[
+            pystac.Provider(
+                name="Deltares",
+                roles=[
+                    pystac.provider.ProviderRole.PROCESSOR,
+                    pystac.provider.ProviderRole.HOST,
+                ],
+                url="https://deltares.nl",
+            ),
+            pystac.Provider(
+                ds_metadata["PROVIDERS"]["name"],
+                roles=[
+                    pystac.provider.ProviderRole.PRODUCER,
+                ],
+                url=ds_metadata["PROVIDERS"]["url"],
+                description=ds_metadata["PROVIDERS"]["description"],
+            ),
+        ],
+    )
+
+    # %%
+    dimcombs = []
     for scen, ncfile, metadata_fp in zip(scens, ncfile_list, METADATA_LIST):
 
         slp = xr.open_dataset(ncfile, engine="rasterio", mask_and_scale=False)
 
-        slp['time'] = slp.indexes['time'].to_datetimeindex()
-        
+        slp["time"] = slp.indexes["time"].to_datetimeindex()
+
         # load metadata template
         with open(metadata_fp, "r") as f:
             metadata = json.load(f)
 
         for var in slp:
-            for itime, time in enumerate(slp['time'].values):    
-                
+            for itime, time in enumerate(slp["time"].values):
+
                 # Select the variable and timestep from dataset
-                da = slp[var].isel(time = itime)
+                da = slp[var].isel(time=itime)
 
-                # Set final output file name, nc-file is broken down into tif's 
-                item_name = np.datetime_as_string(time, unit='Y') + '.tif'
+                # Set final output file name, nc-file is broken down into tif's
+                item_name = np.datetime_as_string(time, unit="Y") + ".tif"
 
                 blob_name = pathlib.Path(
                     scen,
@@ -230,28 +271,61 @@ def itemize(
                     item_name,
                 )
 
+                # TODO: generalize this
+                dimcomb = {
+                    ADDITIONAL_DIMENSIONS[0]: scen,
+                    ADDITIONAL_DIMENSIONS[1]: var,
+                    ADDITIONAL_DIMENSIONS[2]: item_name.split(".")[0],
+                }
+                dimcombs.append(dimcomb)
+
                 outpath = cog_dirs.joinpath(blob_name)
                 template_item = pystac.Item(
                     "id", None, None, datetime.datetime(2000, 1, 1), {}
                 )
 
                 item = itemize(da, template_item, blob_name=str(blob_name))
+
+                # TODO: include this in our datacube?
+                # add dimension key-value pairs to stac item properties dict
+                for k, v in dimcomb.items():
+                    item.properties[k] = v
+
                 collection.add_item(item, strategy=layout)
 
-    #%% TODO: use gen_default_summaries() from blueprint.py after making it frontend compliant.
+    # %% TODO: use gen_default_summaries() from blueprint.py after making it frontend compliant.
     collection.summaries = Summaries({})
+    # TODO: check if maxcount is required (inpsired on xstac library)
+    # stac_obj.summaries.maxcount = 50
+    dimvals = {}
+    for d in dimcombs:
+        for key, value in d.items():
+            if key not in dimvals:
+                dimvals[key] = []
+            if value not in dimvals[key]:
+                dimvals[key].append(value)
+
+    for k, v in dimvals.items():
+        collection.summaries.add(k, v)
 
     collection.extra_fields["item_assets"] = {"data": {"type": pystac.MediaType.COG}}
     collection.extra_fields["deltares:units"] = ds_metadata["UNITS"]
-    collection.extra_fields["deltares:plotType"] = PLOT_TYPE # NOTE:this causes validation to break 
+    collection.extra_fields["deltares:plotType"] = (
+        PLOT_TYPE  # NOTE:this causes validation to break
+    )
     collection.extra_fields["deltares:min"] = MIN
     collection.extra_fields["deltares:max"] = MAX
 
+    # set extra link properties
+    extend_links(collection, dimvals.keys())
+
     # Add thumbnail
     collection.add_asset(
         "thumbnail",
         pystac.Asset(
-            "https://storage.googleapis.com/dgds-data-public/coclico/assets/thumbnails/" + COLLECTION_ID + ".png",  # noqa: E501,  # noqa: E501
+            "https://storage.googleapis.com/dgds-data-public/coclico/assets/thumbnails/"
+            + COLLECTION_ID
+            + ".png",  # noqa: E501,  # noqa: E501
             title="Thumbnail",
             media_type=pystac.MediaType.PNG,
         ),
@@ -268,7 +342,10 @@ def itemize(
 
     # normalize the paths
     collection.normalize_hrefs(
-        os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR, COLLECTION_ID), strategy=layout
+        os.path.join(
+            pathlib.Path(__file__).parent.parent.parent, STAC_DIR, COLLECTION_ID
+        ),
+        strategy=layout,
     )
 
     # Validate collection instead of full catalog in stac_to_cloud.py
@@ -282,21 +359,19 @@ def itemize(
         catalog_type=CatalogType.SELF_CONTAINED,
         dest_href=os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR),
         # dest_href=str(tmp_dir),
-        stac_io=stac_io, # TODO: Adjust to STAC IO
+        stac_io=stac_io,  # TODO: Adjust to STAC IO
     )
     print("Done!")
 
     # upload directory with cogs to google cloud
-    load_google_credentials(
-        google_token_fp=google_cred_dir
-    )
+    load_google_credentials(google_token_fp=google_cred_dir)
 
     dir_to_google_cloud(
         dir_path=str(cog_dirs),
         gcs_project=GCS_PROJECT,
         bucket_name=BUCKET_NAME,
         bucket_proj=BUCKET_PROJ,
-        dir_name='slp',
+        dir_name="slp",
     )
 
 
diff --git a/scripts/create_stacs/19_ss_wc_stacs.py b/scripts/create_stacs/19_ss_wc_stacs.py
index b7d6290bf6..3ba4bef1ff 100644
--- a/scripts/create_stacs/19_ss_wc_stacs.py
+++ b/scripts/create_stacs/19_ss_wc_stacs.py
@@ -1,42 +1,19 @@
-# %%
-# ## Load software
-import datetime
-
-# import os
-import pathlib
-import glob
+#%%
 import os
+import pathlib
+import sys
 import cv2
-
-# import sys
-# from re import S, template
 import json
-import fsspec
-from typing import Any, Dict, List, Optional, Tuple, Union
-
-# import cftime
-# import numpy as np
-import pandas as pd
-import pystac
-import rasterio
-
-# import rioxarray as rio
-import shapely
-import xarray as xr
-import math
-import dask
 from posixpath import join as urljoin
-from pystac.extensions import eo, raster
-from stactools.core.utils import antimeridian
-from pystac.stac_io import DefaultStacIO
-from pystac import Catalog, CatalogType, Collection, Summaries
-# Import coclico modules
+import pystac
 from coclicodata.drive_config import p_drive
-from coclicodata.etl.cloud_utils import dataset_from_google_cloud, file_to_google_cloud, load_google_credentials
+from coclicodata.etl.cloud_utils import load_google_credentials, file_to_google_cloud, dataset_from_google_cloud
 from coclicodata.etl.extract import get_mapbox_url, zero_terminated_bytes_as_str
 from pystac import Catalog, CatalogType, Collection, Summaries
-from coclicodata.coclico_stac.io import CoCliCoStacIO
+
+from pystac.stac_io import DefaultStacIO
 from coclicodata.coclico_stac.reshape_im import reshape_aspectratio_image
+from coclicodata.coclico_stac.io import CoCliCoStacIO
 from coclicodata.coclico_stac.layouts import CoCliCoZarrLayout
 from coclicodata.coclico_stac.templates import (
     extend_links,
@@ -48,6 +25,7 @@
     gen_zarr_asset,
     get_template_collection,
 )
+
 from coclicodata.coclico_stac.extension import CoclicoExtension
 from coclicodata.coclico_stac.datacube import add_datacube
 from coclicodata.coclico_stac.utils import (
@@ -57,11 +35,7 @@
     rm_special_characters,
 )
 
-
-# %%
-
 if __name__ == "__main__":
-
     # Define (local and) remote drives
     COCLICO_DATA_DIR = p_drive.joinpath("11207608-coclico", "FULLTRACK_DATA")
     # Project paths & files (manual input)
@@ -92,13 +66,14 @@
     DATASET_DESCRIPTION = METADATA['DESCRIPTION']
 
     # hard-coded input params which differ per dataset
-    DATASET_FILENAME = COLLECTION_ID
-    VARIABLES = ["Hsmean", "SSp99","tidal_range"]  # xarray variables in dataset
+    DATASET_FILENAME = COLLECTION_ID + '.zarr'
+    VARIABLES = ["Hsmean", "SSp99", "tidal_range"]  # xarray variables in dataset
     X_DIMENSION = "lon"  # False, None or str; spatial lon dim used by datacube
     Y_DIMENSION = "lat"  # False, None or str; spatial lat dim ""
-    TEMPORAL_DIMENSION = None  # False, None or str; temporal ""
-    ADDITIONAL_DIMENSIONS = None  # False, None, or str; additional dims ""
-    MAP_SELECTION_DIMS = {"ensemble": "mean", "time": 2100}
+    TEMPORAL_DIMENSION = False  # False, None or str; temporal ""
+    ADDITIONAL_DIMENSIONS = []
+    DIMENSIONS_TO_IGNORE = ["stations"]  # False, None, or str; additional dims ""
+    MAP_SELECTION_DIMS = None
     STATIONS = "locationId"
     TYPE = "circle"
     ON_CLICK = {}
@@ -147,16 +122,27 @@ def get_paint_props(item_key: str):
     # semi hard-coded input params
     gcs_zarr_store = os.path.join("gcs://", BUCKET_NAME, BUCKET_PROJ, DATASET_FILENAME)
     gcs_api_zarr_store = os.path.join(
-        "https://storage.googleapis.com", BUCKET_NAME, BUCKET_PROJ, DATASET_FILENAME + ".zarr"
+        "https://storage.googleapis.com", BUCKET_NAME, BUCKET_PROJ, DATASET_FILENAME
     )
 
-#%%
+    # read data from gcs zarr store
+    ds = dataset_from_google_cloud(
+        bucket_name=BUCKET_NAME, bucket_proj=BUCKET_PROJ, zarr_filename=DATASET_FILENAME
+    )
 
-    ds = xr.open_zarr(ZARR_FILE)
+    # import xarray as xr
+
+    # fpath = pathlib.Path.home().joinpath("data", "tmp", "europe_storm_surge_level.zarr")
+    # ds = xr.open_zarr(fpath)
 
     # cast zero terminated bytes to str because json library cannot write handle bytes
     ds = zero_terminated_bytes_as_str(ds)
 
+    # remove characters that cause problems in the frontend.
+    # ds = rm_special_characters(
+    #     ds, dimensions_to_check=ADDITIONAL_DIMENSIONS, characters=["%"]
+    # )
+
     title = ds.attrs.get("title", COLLECTION_ID)
 
     # load coclico data catalog
@@ -172,7 +158,7 @@ def get_paint_props(item_key: str):
         collection_id=COLLECTION_ID,
         title=COLLECTION_TITLE,
         description=DATASET_DESCRIPTION,
-        keywords = METADATA["KEYWORDS"],
+        keywords=METADATA["KEYWORDS"],
         license="CC-BY-4.0",    # NOTE: no license/doi was provided in the metadata
         spatial_extent=None,    # NOTE: no spatial extent was provided in the metadata
         temporal_extent=METADATA["TEMPORAL_EXTENT"],
@@ -188,14 +174,20 @@ def get_paint_props(item_key: str):
         ds=ds,
         x_dimension=X_DIMENSION,
         y_dimension=Y_DIMENSION,
-        temporal_dimension=False,
+        temporal_dimension=TEMPORAL_DIMENSION,
         additional_dimensions=ADDITIONAL_DIMENSIONS
     )
 
-# %%
+    # generate stac feature keys (strings which will be stac item ids) for mapbox layers
+    if len(ADDITIONAL_DIMENSIONS) > 0:
+        dimvals = get_dimension_values(ds, dimensions_to_ignore=DIMENSIONS_TO_IGNORE)
+        dimcombs = get_dimension_dot_product(dimvals)
+    else:
+        dimvals = {}
+        dimcombs = []
+
     # TODO: check what can be customized in the layout
     layout = CoCliCoZarrLayout()
-
     stac_io = DefaultStacIO()
 
     # create stac collection per variable and add to dataset collection
@@ -203,57 +195,90 @@ def get_paint_props(item_key: str):
         # add zarr store as asset to stac_obj
         collection.add_asset("data", gen_zarr_asset(title, gcs_api_zarr_store))
 
-        # add extra fields to the collection for plotting purposes
-        collection.extra_fields["deltares:units"] = UNITS
-        collection.extra_fields["deltares:plotSeries"] = PLOT_SERIES
-        collection.extra_fields["deltares:plotxAxis"] = PLOT_X_AXIS
-        collection.extra_fields["deltares:plotType"] = PLOT_TYPE
-        collection.extra_fields["deltares:min"] = MIN
-        collection.extra_fields["deltares:max"] = MAX
-        collection.extra_fields["deltares:linearGradient"] = LINEAR_GRADIENT
-
-        # NOTE: only spatial dimension exists, no time/scen etc., thus each variable will be an asset
-
-        mapbox_url = get_mapbox_url(MAPBOX_PROJ, COLLECTION_ID, var)
-
-        # generate stac item key and add link to asset to the stac item
-        item_id = var
-        feature = gen_default_item(f"{var}-mapbox")
-        feature.add_asset("mapbox", gen_mapbox_asset(mapbox_url))
-
-        # Add properties at feature level
-        feature.properties["deltares:item_key"] = item_id
-        feature.properties["deltares:paint"] = get_paint_props(item_id)
-        feature.properties["deltares:type"] = TYPE
-        feature.properties["deltares:stations"] = STATIONS
-        feature.properties["deltares:onclick"] = ON_CLICK
-
-        # add stac item to collection
-        collection.add_item(feature, strategy=layout)
-# %%
+        # stac items are generated per AdditionalDimension (non spatial)
+        for dimcomb in dimcombs:
+            mapbox_url = get_mapbox_url(MAPBOX_PROJ, DATASET_FILENAME, var)
+
+            # generate stac item key and add link to asset to the stac item
+            item_id = get_mapbox_item_id(dimcomb)
+            feature = gen_default_item(f"{var}-mapbox-{item_id}")
+            feature.add_asset("mapbox", gen_mapbox_asset(mapbox_url))
+
+            # This calls ItemCoclicoExtension and links CoclicoExtension to the stac item
+            # coclico_ext = CoclicoExtension.ext(feature, add_if_missing=True)
+
+            feature.properties["deltares:item_key"] = item_id
+            feature.properties["deltares:paint"] = get_paint_props(item_id)
+            feature.properties["deltares:type"] = TYPE
+            feature.properties["deltares:stations"] = STATIONS
+            feature.properties["deltares:onclick"] = ON_CLICK
+
+            # TODO: include this in our datacube?
+            # add dimension key-value pairs to stac item properties dict
+            for k, v in dimcomb.items():
+                feature.properties[k] = v
+
+            # add stac item to collection
+            collection.add_item(feature, strategy=layout)
+
+        # stac items are generated for an empty AdditionalDimension (no dropdowns, visualize always the same single layer); consensus is that we always need items in a collection
+        if not dimcombs:
+            mapbox_url = get_mapbox_url(MAPBOX_PROJ, DATASET_FILENAME, var)
+
+            # generate stac item key and add link to asset to the stac item
+            item_id = "value"  # default name in such layers
+            feature = gen_default_item(f"{var}-mapbox-{item_id}")
+            feature.add_asset("mapbox", gen_mapbox_asset(mapbox_url))
+
+            # This calls ItemCoclicoExtension and links CoclicoExtension to the stac item
+            # coclico_ext = CoclicoExtension.ext(feature, add_if_missing=True)
+
+            feature.properties["deltares:item_key"] = item_id
+            feature.properties["deltares:paint"] = get_paint_props(item_id)
+            feature.properties["deltares:type"] = TYPE
+            feature.properties["deltares:stations"] = STATIONS
+            feature.properties["deltares:onclick"] = ON_CLICK
+
+            # add stac item to collection
+            collection.add_item(feature, strategy=layout)
+
     # if no variables present we still need to add zarr reference at collection level
     if not VARIABLES:
         collection.add_asset("data", gen_zarr_asset(title, gcs_api_zarr_store))
 
-    # # TODO: use gen_default_summaries() from blueprint.py after making it frontend compliant.
-    # collection.summaries = Summaries({})
-    # # TODO: check if maxcount is required (inpsired on xstac library)
-    # # stac_obj.summaries.maxcount = 50
-    # for k, v in dimvals.items():
-    #     collection.summaries.add(k, v)
-
-    dimvals = get_dimension_values(ds, dimensions_to_ignore=[])
+    # TODO: use gen_default_summaries() from blueprint.py after making it frontend compliant.
+    collection.summaries = Summaries({})
+    # TODO: check if maxcount is required (inpsired on xstac library)
+    # stac_obj.summaries.maxcount = 50
+    for k, v in dimvals.items():
+        collection.summaries.add(k, v)
+
+    # this calls CollectionCoclicoExtension since stac_obj==pystac.Collection
+    # coclico_ext = CoclicoExtension.ext(collection, add_if_missing=True)
+
+    # Add frontend properties defined above to collection extension properties. The
+    # properties attribute of this extension is linked to the extra_fields attribute of
+    # the stac collection.
+    # coclico_ext.units = UNITS
+    # coclico_ext.plot_series = PLOT_SERIES
+    # coclico_ext.plot_x_axis = PLOT_X_AXIS
+    # coclico_ext.plot_type = PLOT_TYPE
+    # coclico_ext.min_ = MIN
+    # coclico_ext.max_ = MAX
+    # coclico_ext.linear_gradient = LINEAR_GRADIENT
+
+    collection.extra_fields["deltares:units"] = UNITS
+    collection.extra_fields["deltares:plotSeries"] = PLOT_SERIES
+    collection.extra_fields["deltares:plotxAxis"] = PLOT_X_AXIS
+    collection.extra_fields["deltares:plotType"] = PLOT_TYPE
+    collection.extra_fields["deltares:min"] = MIN
+    collection.extra_fields["deltares:max"] = MAX
+    collection.extra_fields["deltares:linearGradient"] = LINEAR_GRADIENT
 
     # set extra link properties
     extend_links(collection, dimvals.keys())
 
-    # add reduced dimensions as links as well
-    extend_links(
-        collection,
-        {k: v for k, v in MAP_SELECTION_DIMS.items() if k not in dimvals.keys()}.keys(),
-    )
-
-    # Set thumbnail directory
+        # Set thumbnail directory
     THUMB_DIR = pathlib.Path(__file__).parent.parent.joinpath('thumbnails')
     THUMB_FILE = THUMB_DIR.joinpath(COLLECTION_ID + '.png')
 
@@ -282,17 +307,19 @@ def get_paint_props(item_key: str):
             THUMB_URL,  # noqa: E501
             title="Thumbnail",
             media_type=pystac.MediaType.PNG,
-        ),
-    )
-
+            ),
+        )
+    
     if catalog.get_child(collection.id):
         catalog.remove_child(collection.id)
         print(f"Removed child: {collection.id}.")
-        
+
+    # save and limit number of folders
     catalog.add_child(collection)
 
     collection.normalize_hrefs(
-        os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR, COLLECTION_ID), strategy=layout
+        os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR, COLLECTION_ID),
+        strategy=layout,
     )
 
     catalog.save(
diff --git a/scripts/create_stacs/20_twl_stacs.py b/scripts/create_stacs/20_twl_stacs.py
index 725866a8e5..5b6dae74f8 100644
--- a/scripts/create_stacs/20_twl_stacs.py
+++ b/scripts/create_stacs/20_twl_stacs.py
@@ -1,42 +1,19 @@
-# %%
-# ## Load software
-import datetime
-
-# import os
-import pathlib
-import glob
+#%%
 import os
+import pathlib
+import sys
 import cv2
-
-# import sys
-# from re import S, template
 import json
-import fsspec
-from typing import Any, Dict, List, Optional, Tuple, Union
-
-# import cftime
-# import numpy as np
-import pandas as pd
-import pystac
-import rasterio
-
-# import rioxarray as rio
-import shapely
-import xarray as xr
-import math
-import dask
 from posixpath import join as urljoin
-from pystac.extensions import eo, raster
-from stactools.core.utils import antimeridian
-from pystac.stac_io import DefaultStacIO
-from pystac import Catalog, CatalogType, Collection, Summaries
-# Import coclico modules
+import pystac
 from coclicodata.drive_config import p_drive
-from coclicodata.etl.cloud_utils import dataset_from_google_cloud, file_to_google_cloud, load_google_credentials
+from coclicodata.etl.cloud_utils import load_google_credentials, file_to_google_cloud, dataset_from_google_cloud
 from coclicodata.etl.extract import get_mapbox_url, zero_terminated_bytes_as_str
 from pystac import Catalog, CatalogType, Collection, Summaries
-from coclicodata.coclico_stac.io import CoCliCoStacIO
+
+from pystac.stac_io import DefaultStacIO
 from coclicodata.coclico_stac.reshape_im import reshape_aspectratio_image
+from coclicodata.coclico_stac.io import CoCliCoStacIO
 from coclicodata.coclico_stac.layouts import CoCliCoZarrLayout
 from coclicodata.coclico_stac.templates import (
     extend_links,
@@ -48,6 +25,7 @@
     gen_zarr_asset,
     get_template_collection,
 )
+
 from coclicodata.coclico_stac.extension import CoclicoExtension
 from coclicodata.coclico_stac.datacube import add_datacube
 from coclicodata.coclico_stac.utils import (
@@ -57,11 +35,7 @@
     rm_special_characters,
 )
 
-
-# %%
-
 if __name__ == "__main__":
-
     # Define (local and) remote drives
     COCLICO_DATA_DIR = p_drive.joinpath("11207608-coclico", "FULLTRACK_DATA")
     # Project paths & files (manual input)
@@ -92,13 +66,14 @@
     DATASET_DESCRIPTION = METADATA['DESCRIPTION']
 
     # hard-coded input params which differ per dataset
-    DATASET_FILENAME = COLLECTION_ID
-    VARIABLES = ["RP1", "RP100","RP1000"]  # xarray variables in dataset
+    DATASET_FILENAME = COLLECTION_ID + '.zarr'
+    VARIABLES = ["twl"]  # xarray variables in dataset
     X_DIMENSION = "lon"  # False, None or str; spatial lon dim used by datacube
     Y_DIMENSION = "lat"  # False, None or str; spatial lat dim ""
     TEMPORAL_DIMENSION = None  # False, None or str; temporal ""
-    ADDITIONAL_DIMENSIONS = None  # False, None, or str; additional dims ""
-    MAP_SELECTION_DIMS = {"ensemble": "mean", "time": 2100}
+    ADDITIONAL_DIMENSIONS = None
+    DIMENSIONS_TO_IGNORE = ["stations"]  # False, None, or str; additional dims ""
+    MAP_SELECTION_DIMS = {"RP": [1,100,1000]}
     STATIONS = "locationId"
     TYPE = "circle"
     ON_CLICK = {}
@@ -147,16 +122,27 @@ def get_paint_props(item_key: str):
     # semi hard-coded input params
     gcs_zarr_store = os.path.join("gcs://", BUCKET_NAME, BUCKET_PROJ, DATASET_FILENAME)
     gcs_api_zarr_store = os.path.join(
-        "https://storage.googleapis.com", BUCKET_NAME, BUCKET_PROJ, DATASET_FILENAME + ".zarr"
+        "https://storage.googleapis.com", BUCKET_NAME, BUCKET_PROJ, DATASET_FILENAME
     )
 
-#%%
+    # read data from gcs zarr store
+    ds = dataset_from_google_cloud(
+        bucket_name=BUCKET_NAME, bucket_proj=BUCKET_PROJ, zarr_filename=DATASET_FILENAME
+    )
+
+    # import xarray as xr
 
-    ds = xr.open_zarr(ZARR_FILE)
+    # fpath = pathlib.Path.home().joinpath("data", "tmp", "europe_storm_surge_level.zarr")
+    # ds = xr.open_zarr(fpath)
 
     # cast zero terminated bytes to str because json library cannot write handle bytes
     ds = zero_terminated_bytes_as_str(ds)
 
+    # remove characters that cause problems in the frontend.
+    # ds = rm_special_characters(
+    #     ds, dimensions_to_check=ADDITIONAL_DIMENSIONS, characters=["%"]
+    # )
+
     title = ds.attrs.get("title", COLLECTION_ID)
 
     # load coclico data catalog
@@ -181,7 +167,6 @@ def get_paint_props(item_key: str):
                                   roles=['producer'], # NOTE: roles is plural and for that reason should be a list, consisting of one or more ['producer', 'licensor', 'processor', 'host']
                                   description=METADATA['PROVIDERS']['description'])]
     )
-    
 
     # add datacube dimensions derived from xarray dataset to dataset stac_obj
     collection = add_datacube(
@@ -193,7 +178,10 @@ def get_paint_props(item_key: str):
         additional_dimensions=ADDITIONAL_DIMENSIONS
     )
 
-# %%
+    # generate stac feature keys (strings which will be stac item ids) for mapbox layers
+    dimvals = get_dimension_values(ds, dimensions_to_ignore=DIMENSIONS_TO_IGNORE)
+    dimcombs = get_dimension_dot_product(dimvals)
+
     # TODO: check what can be customized in the layout
     layout = CoCliCoZarrLayout()
     stac_io = DefaultStacIO()
@@ -203,57 +191,90 @@ def get_paint_props(item_key: str):
         # add zarr store as asset to stac_obj
         collection.add_asset("data", gen_zarr_asset(title, gcs_api_zarr_store))
 
-        # add extra fields to the collection for plotting purposes
-        collection.extra_fields["deltares:units"] = UNITS
-        collection.extra_fields["deltares:plotSeries"] = PLOT_SERIES
-        collection.extra_fields["deltares:plotxAxis"] = PLOT_X_AXIS
-        collection.extra_fields["deltares:plotType"] = PLOT_TYPE
-        collection.extra_fields["deltares:min"] = MIN
-        collection.extra_fields["deltares:max"] = MAX
-        collection.extra_fields["deltares:linearGradient"] = LINEAR_GRADIENT
-
-        # NOTE: only spatial dimension exists, no time/scen etc., thus each variable will be an asset
-
-        mapbox_url = get_mapbox_url(MAPBOX_PROJ, COLLECTION_ID, var)
-
-        # generate stac item key and add link to asset to the stac item
-        item_id = var
-        feature = gen_default_item(f"{var}-mapbox")
-        feature.add_asset("mapbox", gen_mapbox_asset(mapbox_url))
-
-        # Add properties at feature level
-        feature.properties["deltares:item_key"] = item_id
-        feature.properties["deltares:paint"] = get_paint_props(item_id)
-        feature.properties["deltares:type"] = TYPE
-        feature.properties["deltares:stations"] = STATIONS
-        feature.properties["deltares:onclick"] = ON_CLICK
-
-        # add stac item to collection
-        collection.add_item(feature, strategy=layout)
-# %%
+        # stac items are generated per AdditionalDimension (non spatial)
+        for dimcomb in dimcombs:
+            mapbox_url = get_mapbox_url(MAPBOX_PROJ, DATASET_FILENAME, var)
+
+            # generate stac item key and add link to asset to the stac item
+            item_id = get_mapbox_item_id(dimcomb)
+            feature = gen_default_item(f"{var}-mapbox-{item_id}")
+            feature.add_asset("mapbox", gen_mapbox_asset(mapbox_url))
+
+            # This calls ItemCoclicoExtension and links CoclicoExtension to the stac item
+            # coclico_ext = CoclicoExtension.ext(feature, add_if_missing=True)
+
+            feature.properties["deltares:item_key"] = item_id
+            feature.properties["deltares:paint"] = get_paint_props(item_id)
+            feature.properties["deltares:type"] = TYPE
+            feature.properties["deltares:stations"] = STATIONS
+            feature.properties["deltares:onclick"] = ON_CLICK
+
+            # TODO: include this in our datacube?
+            # add dimension key-value pairs to stac item properties dict
+            for k, v in dimcomb.items():
+                feature.properties[k] = v
+
+            # add stac item to collection
+            collection.add_item(feature, strategy=layout)
+
+        # stac items are generated for an empty AdditionalDimension (no dropdowns, visualize always the same single layer); consensus is that we always need items in a collection
+        if not dimcombs:
+            mapbox_url = get_mapbox_url(MAPBOX_PROJ, DATASET_FILENAME, var)
+
+            # generate stac item key and add link to asset to the stac item
+            item_id = "value"  # default name in such layers
+            feature = gen_default_item(f"{var}-mapbox-{item_id}")
+            feature.add_asset("mapbox", gen_mapbox_asset(mapbox_url))
+
+            # This calls ItemCoclicoExtension and links CoclicoExtension to the stac item
+            # coclico_ext = CoclicoExtension.ext(feature, add_if_missing=True)
+
+            feature.properties["deltares:item_key"] = item_id
+            feature.properties["deltares:paint"] = get_paint_props(item_id)
+            feature.properties["deltares:type"] = TYPE
+            feature.properties["deltares:stations"] = STATIONS
+            feature.properties["deltares:onclick"] = ON_CLICK
+
+            # add stac item to collection
+            collection.add_item(feature, strategy=layout)
+
     # if no variables present we still need to add zarr reference at collection level
     if not VARIABLES:
         collection.add_asset("data", gen_zarr_asset(title, gcs_api_zarr_store))
 
-    # # TODO: use gen_default_summaries() from blueprint.py after making it frontend compliant.
-    # collection.summaries = Summaries({})
-    # # TODO: check if maxcount is required (inpsired on xstac library)
-    # # stac_obj.summaries.maxcount = 50
-    # for k, v in dimvals.items():
-    #     collection.summaries.add(k, v)
-
-    dimvals = get_dimension_values(ds, dimensions_to_ignore=[])
+    # TODO: use gen_default_summaries() from blueprint.py after making it frontend compliant.
+    collection.summaries = Summaries({})
+    # TODO: check if maxcount is required (inpsired on xstac library)
+    # stac_obj.summaries.maxcount = 50
+    for k, v in dimvals.items():
+        collection.summaries.add(k, v)
+
+    # this calls CollectionCoclicoExtension since stac_obj==pystac.Collection
+    # coclico_ext = CoclicoExtension.ext(collection, add_if_missing=True)
+
+    # Add frontend properties defined above to collection extension properties. The
+    # properties attribute of this extension is linked to the extra_fields attribute of
+    # the stac collection.
+    # coclico_ext.units = UNITS
+    # coclico_ext.plot_series = PLOT_SERIES
+    # coclico_ext.plot_x_axis = PLOT_X_AXIS
+    # coclico_ext.plot_type = PLOT_TYPE
+    # coclico_ext.min_ = MIN
+    # coclico_ext.max_ = MAX
+    # coclico_ext.linear_gradient = LINEAR_GRADIENT
+
+    collection.extra_fields["deltares:units"] = UNITS
+    collection.extra_fields["deltares:plotSeries"] = PLOT_SERIES
+    collection.extra_fields["deltares:plotxAxis"] = PLOT_X_AXIS
+    collection.extra_fields["deltares:plotType"] = PLOT_TYPE
+    collection.extra_fields["deltares:min"] = MIN
+    collection.extra_fields["deltares:max"] = MAX
+    collection.extra_fields["deltares:linearGradient"] = LINEAR_GRADIENT
 
     # set extra link properties
     extend_links(collection, dimvals.keys())
 
-    # add reduced dimensions as links as well
-    extend_links(
-        collection,
-        {k: v for k, v in MAP_SELECTION_DIMS.items() if k not in dimvals.keys()}.keys(),
-    )
-
-    # Set thumbnail directory
+        # Set thumbnail directory
     THUMB_DIR = pathlib.Path(__file__).parent.parent.joinpath('thumbnails')
     THUMB_FILE = THUMB_DIR.joinpath(COLLECTION_ID + '.png')
 
@@ -284,15 +305,17 @@ def get_paint_props(item_key: str):
             media_type=pystac.MediaType.PNG,
             ),
         )
-
+    
     if catalog.get_child(collection.id):
         catalog.remove_child(collection.id)
         print(f"Removed child: {collection.id}.")
-    
+
+    # save and limit number of folders
     catalog.add_child(collection)
 
     collection.normalize_hrefs(
-        os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR, COLLECTION_ID), strategy=layout
+        os.path.join(pathlib.Path(__file__).parent.parent.parent, STAC_DIR, COLLECTION_ID),
+        strategy=layout,
     )
 
     catalog.save(
diff --git a/scripts/thumbnails/twl.png b/scripts/thumbnails/twl.png
index e098280dd4..7fc3ff1afc 100644
Binary files a/scripts/thumbnails/twl.png and b/scripts/thumbnails/twl.png differ
diff --git a/scripts/utils/upload_and_generate_geojson.py b/scripts/utils/upload_and_generate_geojson.py
index 75f13c0a10..d703544693 100644
--- a/scripts/utils/upload_and_generate_geojson.py
+++ b/scripts/utils/upload_and_generate_geojson.py
@@ -3,6 +3,7 @@
 import sys
 from importlib.resources import path
 import os
+import numpy as np
 
 # make modules importable when running this file as script
 # sys.path.append(str(pathlib.Path(__file__).parent.parent))
@@ -38,20 +39,18 @@
     MAPBOX_PROJ = "global-data-viewer"
 
     # hard-coded input params at project level
-    coclico_data_dir = pathlib.Path(p_drive, "11207608-coclico", "FULLTRACK_DATA")
+    coclico_data_dir = p_drive.joinpath("11207608-coclico", "FULLTRACK_DATA")
     dataset_dir = coclico_data_dir.joinpath("WP3", "data", "NetCDF")
     cred_dir = pathlib.Path(p_drive, "11207608-coclico", "FASTTRACK_DATA")
-    IN_FILENAME = "CTP_ReturnPeriods.zarr"  # original filename as on P drive
-    OUT_FILENAME = "twl.zarr"  # file name in the cloud and on MapBox
-    VARIABLES = ["RP1", "RP100","RP1000"]  # what variable(s) do you want to show as marker color?
+    IN_FILENAME = "CTP_MarineClimatologies.zarr"  # original filename as on P drive
+    OUT_FILENAME = "ss_wc.zarr"  # file name in the cloud and on MapBox
+    VARIABLES = ["Hsmean", "SSp99", "tidal_range"]  # what variable(s) do you want to show as marker color?
     # dimensions to include, i.e. what are the dimensions that you want to use as to affect the marker color (never include stations). These will be the drop down menu's. Note down without n.. in front.
     ADDITIONAL_DIMENSIONS = []
     # use these to reduce dimension like {ensemble: "mean", "time": [1995, 2020, 2100]}, i.e. which of the dimensions do you want to use. Also specify the subsets (if there are a lot maybe make a selection). These will be the values in the drop down menu's. If only one (like mean), specify a value without a list to squeeze the dataset. Needs to span the entire dim space (except for (n)stations).
-    MAP_SELECTION_DIMS = {
-        "locs": ["locs"],
-        }#= {"items":["locs"]}
+    MAP_SELECTION_DIMS = []
     # which dimensions to ignore (if n... in front of dim, it goes searching in additional_dimension for dim without n in front (ntime -> time). Except for nstations, just specify station in this case). This spans up the remainder of the dimension space.
-    DIMENSIONS_TO_IGNORE = []  # dimensions to ignore
+    DIMENSIONS_TO_IGNORE = ['stations']  # dimensions to ignore
 
     # TODO: safe cloud creds in password client
     load_env_variables(env_var_keys=["MAPBOX_ACCESS_TOKEN"])
@@ -94,22 +93,24 @@
     # This dataset has quite some dimensions, so if we would parse all information the end-user
     # would be overwhelmed by all options. So for the stac items that we generate for the frontend
     # visualizations a subset of the data is selected. Of course, this operation is dataset specific.
-    # for k, v in MAP_SELECTION_DIMS.items():
-    #     if k in ds.dims and ds.coords:
-    #         ds = ds.sel({k: v})
-    #     else:
-    #         try:
-    #             # assume that coordinates with strings always have same dim name but with n
-    #             ds = ds.sel({"n" + k: k == v})
-    #         except:
-    #             raise ValueError(f"Cannot find {k}")
-
-    # dimvals = get_dimension_values(ds, dimensions_to_ignore=DIMENSIONS_TO_IGNORE)
-    # dimcombs = get_dimension_dot_product(dimvals)
+
+    if MAP_SELECTION_DIMS:
+        for k, v in MAP_SELECTION_DIMS.items():
+            if k in ds.dims and ds.coords:
+                ds = ds.sel({k: v})
+            else:
+                try:
+                    # assume that coordinates with strings always have same dim name but with n
+                    ds = ds.sel({"n" + k: k == v})
+                except:
+                    raise ValueError(f"Cannot find {k}")
+
+    dimvals = get_dimension_values(ds, dimensions_to_ignore=DIMENSIONS_TO_IGNORE)
+    dimcombs = get_dimension_dot_product(dimvals)
 
     for var in VARIABLES:
         collection = get_geojson(
-            ds, variable=var, dimension_combinations=[], stations_dim="locs"
+            ds, variable=var, dimension_combinations=dimcombs, stations_dim="stations"
         )
 
         # save feature collection as geojson in tempdir and upload to cloud
diff --git a/src/coclicodata/coclico_stac/templates.py b/src/coclicodata/coclico_stac/templates.py
index 2c25225183..e38e5076ca 100644
--- a/src/coclicodata/coclico_stac/templates.py
+++ b/src/coclicodata/coclico_stac/templates.py
@@ -3,6 +3,7 @@
 
 import pystac
 from pystac import Asset, Collection, RelType
+from typing import Optional
 
 
 def gen_default_item(name="unique"):
@@ -33,10 +34,10 @@ def get_template_collection(
     title: str,
     description: str,
     keywords: list,
-    license: str,
-    spatial_extent: list,
-    temporal_extent: list,
-    providers: list,
+    license: Optional[str] = None,
+    spatial_extent: Optional[list] = None,
+    temporal_extent: Optional[list] = None,
+    providers: Optional[list] = None,
     # hosting_platform: str,
 ) -> pystac.Collection:
     """Deltares CoCliCo STAC Obj from template file.