From 64328994830db4f01c212473cee879a3e2a1a2ca Mon Sep 17 00:00:00 2001 From: GitHub Action Date: Tue, 10 Sep 2024 04:56:47 +0000 Subject: [PATCH] Updated datasets 2024-09-10 UTC --- gee_catalog.json | 214 ++++---- gee_catalog.tsv | 208 ++++---- nasa_cmr_catalog.json | 1142 ++++++++++++++++++++--------------------- nasa_cmr_catalog.tsv | 4 +- 4 files changed, 784 insertions(+), 784 deletions(-) diff --git a/gee_catalog.json b/gee_catalog.json index 30e532c..ac21beb 100644 --- a/gee_catalog.json +++ b/gee_catalog.json @@ -708,7 +708,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S1_GRD')", "provider": "European Union/ESA/Copernicus", "state_date": "2014-10-03", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "backscatter, copernicus, esa, eu, polarization, radar, sar, sentinel", @@ -726,7 +726,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S2')", "provider": "European Union/ESA/Copernicus", "state_date": "2015-06-27", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -56, 180, 83", "deprecated": true, "keywords": "copernicus, esa, eu, msi, radiance, sentinel", @@ -744,7 +744,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S2_CLOUD_PROBABILITY')", "provider": "European Union/ESA/Copernicus/SentinelHub", "state_date": "2015-06-27", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -56, 180, 83", "deprecated": false, "keywords": "cloud, copernicus, esa, eu, msi, radiance, sentinel, sentinelhub", @@ -762,7 +762,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S2_HARMONIZED')", "provider": "European Union/ESA/Copernicus", "state_date": "2015-06-27", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -56, 180, 83", "deprecated": false, "keywords": "copernicus, esa, eu, msi, radiance, sentinel", @@ -780,7 +780,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S2_SR')", "provider": "European Union/ESA/Copernicus", "state_date": "2017-03-28", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -56, 180, 83", "deprecated": true, "keywords": "copernicus, esa, eu, msi, reflectance, sentinel, sr", @@ -798,7 +798,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED')", "provider": "European Union/ESA/Copernicus", "state_date": "2017-03-28", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -56, 180, 83", "deprecated": false, "keywords": "copernicus, esa, eu, msi, reflectance, sentinel, sr", @@ -816,7 +816,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S3/OLCI')", "provider": "European Union/ESA/Copernicus", "state_date": "2016-10-18", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "copernicus, esa, eu, olci, radiance, sentinel, toa", @@ -834,7 +834,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_AI')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai", @@ -852,7 +852,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_LH')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai", @@ -870,7 +870,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CLOUD')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-05", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi", @@ -888,7 +888,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CO')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-11-22", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi", @@ -906,7 +906,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_HCHO')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-10-02", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi", @@ -924,7 +924,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_NO2')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi", @@ -942,7 +942,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_O3')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi", @@ -960,7 +960,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_SO2')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi", @@ -978,7 +978,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_AI')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-04", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai", @@ -996,7 +996,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_LH')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-04", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai", @@ -1014,7 +1014,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CH4')", "provider": "European Union/ESA/Copernicus", "state_date": "2019-02-08", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, copernicus, esa, eu, knmi, methane, s5p, sentinel, sron, tropomi", @@ -1032,7 +1032,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CLOUD')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-07-04", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi", @@ -1050,7 +1050,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CO')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-06-28", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi", @@ -1068,7 +1068,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_HCHO')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-12-05", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi", @@ -1086,7 +1086,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_NO2')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-06-28", - "end_date": "2024-08-30", + "end_date": "2024-08-31", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi", @@ -1104,7 +1104,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-09-08", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi", @@ -1122,7 +1122,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3_TCL')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-04-30", - "end_date": "2024-08-24", + "end_date": "2024-08-25", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi", @@ -1140,7 +1140,7 @@ "snippet": "ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_SO2')", "provider": "European Union/ESA/Copernicus", "state_date": "2018-12-05", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi", @@ -1554,7 +1554,7 @@ "snippet": "ee.ImageCollection('ECMWF/CAMS/NRT')", "provider": "European Centre for Medium-Range Weather Forecasts (ECMWF)", "state_date": "2016-06-22", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aerosol, atmosphere, climate, copernicus, ecmwf, forecast, particulate_matter", @@ -1608,7 +1608,7 @@ "snippet": "ee.ImageCollection('ECMWF/ERA5_LAND/DAILY_AGGR')", "provider": "Daily Aggregates: Google and Copernicus Climate Data Store", "state_date": "1950-01-02", - "end_date": "2024-09-01", + "end_date": "2024-09-02", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind", @@ -1626,7 +1626,7 @@ "snippet": "ee.ImageCollection('ECMWF/ERA5_LAND/HOURLY')", "provider": "Copernicus Climate Data Store", "state_date": "1950-01-01", - "end_date": "2024-09-02", + "end_date": "2024-09-03", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind", @@ -2670,7 +2670,7 @@ "snippet": "ee.ImageCollection('GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED')", "provider": "Google Earth Engine", "state_date": "2015-06-27", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "google, cloud, sentinel2_derived", @@ -2688,7 +2688,7 @@ "snippet": "ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1')", "provider": "World Resources Institute", "state_date": "2015-06-27", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "global, google, landcover, landuse, nrt, sentinel2_derived", @@ -3696,7 +3696,7 @@ "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V3')", "provider": "Global Change Observation Mission (GCOM)", "state_date": "2021-11-29", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index", @@ -3750,7 +3750,7 @@ "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V3')", "provider": "Global Change Observation Mission (GCOM)", "state_date": "2021-11-29", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst", @@ -3804,7 +3804,7 @@ "snippet": "ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V3')", "provider": "Global Change Observation Mission (GCOM)", "state_date": "2021-11-29", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color", @@ -3876,7 +3876,7 @@ "snippet": "ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/operational')", "provider": "JAXA Earth Observation Research Center", "state_date": "2014-03-01", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -60, 180, 60", "deprecated": false, "keywords": "climate, geophysical, gpm, hourly, jaxa, precipitation, weather", @@ -3912,7 +3912,7 @@ "snippet": "ee.ImageCollection('JAXA/GPM_L3/GSMaP/v7/operational')", "provider": "JAXA Earth Observation Research Center", "state_date": "2014-03-01", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -60, 180, 60", "deprecated": false, "keywords": "climate, geophysical, gpm, hourly, jaxa, precipitation, weather", @@ -3930,7 +3930,7 @@ "snippet": "ee.ImageCollection('JAXA/GPM_L3/GSMaP/v8/operational')", "provider": "JAXA Earth Observation Research Center", "state_date": "1998-01-01", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -60, 180, 60", "deprecated": false, "keywords": "climate, geophysical, gpm, hourly, jaxa, precipitation, weather", @@ -5514,7 +5514,7 @@ "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T1_L2')", "provider": "USGS", "state_date": "2021-10-31", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs", @@ -5568,7 +5568,7 @@ "snippet": "ee.ImageCollection('LANDSAT/LC09/C02/T2_L2')", "provider": "USGS", "state_date": "2021-10-31", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs", @@ -7404,7 +7404,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MCD12Q1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2001-01-01", - "end_date": "2022-01-01", + "end_date": "2023-01-01", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "landcover, modis, nasa, usgs, yearly", @@ -7530,7 +7530,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MCD43A1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-08-29", + "end_date": "2024-08-31", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, brdf, daily, global, mcd43a1, modis, nasa, reflectance, usgs", @@ -7548,7 +7548,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MCD43A2')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-08-29", + "end_date": "2024-08-31", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, brdf, daily, global, modis, nasa, quality, reflectance, usgs", @@ -7566,7 +7566,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MCD43A3')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-08-29", + "end_date": "2024-08-31", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, black_sky, daily, global, modis, nasa, usgs, white_sky", @@ -7584,7 +7584,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MCD43A4')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-08-29", + "end_date": "2024-08-31", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, brdf, daily, global, modis, nasa, reflectance, usgs", @@ -7602,7 +7602,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MCD43C3')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-08-29", + "end_date": "2024-08-30", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, black_sky, brdf, daily, global, modis, nasa, usgs, white_sky", @@ -7674,7 +7674,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD09CMG')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "brightness_temperature, ozone, surface_reflectance, terra", @@ -7692,7 +7692,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD09GA')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, global, mod09ga, modis, nasa, sr, surface_reflectance, terra, usgs", @@ -7710,7 +7710,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD09GQ')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, global, mod09gq, modis, nasa, sr, surface_reflectance, terra, usgs", @@ -7746,7 +7746,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD10A1')", "provider": "NASA NSIDC DAAC at CIRES", "state_date": "2000-02-24", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, daily, geophysical, global, mod10a1, modis, nasa, nsidc, snow, terra", @@ -7764,7 +7764,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD11A1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, emissivity, global, lst, mod11a1, modis, nasa, surface_temperature, terra, usgs", @@ -7800,7 +7800,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD13A1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-18", - "end_date": "2024-07-27", + "end_date": "2024-08-12", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "16_day, evi, global, mod13a1, modis, nasa, ndvi, terra, usgs, vegetation", @@ -7818,7 +7818,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD13A2')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-18", - "end_date": "2024-07-27", + "end_date": "2024-08-12", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "16_day, evi, global, mod13a2, modis, nasa, ndvi, terra, usgs, vegetation", @@ -7854,7 +7854,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD13C1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-18", - "end_date": "2024-07-27", + "end_date": "2024-08-12", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "global, nasa, terra, usgs, vegetation, 16_day", @@ -7872,7 +7872,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD13Q1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-18", - "end_date": "2024-07-27", + "end_date": "2024-08-12", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "16_day, evi, global, mod13q1, modis, nasa, ndvi, terra, usgs, vegetation", @@ -8034,7 +8034,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD21A1D')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs", @@ -8052,7 +8052,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD21A1N')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs", @@ -8070,7 +8070,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MOD21C1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs", @@ -8160,7 +8160,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD09CMG')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2002-07-04", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "brightness_temperature, ozone, surface_reflectance, aqua", @@ -8178,7 +8178,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD09GA')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2002-07-04", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aqua, daily, global, modis, myd09ga, nasa, sr, surface_reflectance, usgs", @@ -8196,7 +8196,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD09GQ')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2002-07-04", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aqua, daily, global, modis, myd09gq, nasa, sr, surface_reflectance, usgs", @@ -8232,7 +8232,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD10A1')", "provider": "NASA NSIDC DAAC at CIRES", "state_date": "2002-07-04", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "albedo, aqua, daily, geophysical, global, modis, myd10a1, nasa, nsidc, snow", @@ -8250,7 +8250,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD11A1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2002-07-04", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aqua, daily, emissivity, global, lst, modis, myd11a1, nasa, surface_temperature, usgs", @@ -8466,7 +8466,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD21A1D')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs", @@ -8484,7 +8484,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD21A1N')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs", @@ -8502,7 +8502,7 @@ "snippet": "ee.ImageCollection('MODIS/061/MYD21C1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2000-02-24", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs", @@ -9636,7 +9636,7 @@ "snippet": "ee.ImageCollection('NASA/GEOS-CF/v1/fcst/htf')", "provider": "NASA / GMAO", "state_date": "2022-10-01", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "composition, forecast, geos, gmao, nasa", @@ -9672,7 +9672,7 @@ "snippet": "ee.ImageCollection('NASA/GEOS-CF/v1/rpl/htf')", "provider": "NASA / GMAO", "state_date": "2018-01-01", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "composition, forecast, geos, gmao, nasa", @@ -10122,7 +10122,7 @@ "snippet": "ee.ImageCollection('NASA/HLS/HLSL30/v002')", "provider": "NASA LP DAAC", "state_date": "2013-04-11", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "landsat, nasa, sentinel, usgs", @@ -10158,7 +10158,7 @@ "snippet": "ee.ImageCollection('NASA/LANCE/NOAA20_VIIRS/C2')", "provider": "NASA / LANCE / NOAA20_VIIRS", "state_date": "2023-10-08", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs", @@ -10176,7 +10176,7 @@ "snippet": "ee.ImageCollection('NASA/LANCE/SNPP_VIIRS/C2')", "provider": "NASA / LANCE / SNPP_VIIRS", "state_date": "2023-09-03", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs", @@ -10284,7 +10284,7 @@ "snippet": "ee.ImageCollection('NASA/NLDAS/FORA0125_H002')", "provider": "NASA GES DISC at NASA Goddard Space Flight Center", "state_date": "1979-01-01", - "end_date": "2024-09-04", + "end_date": "2024-09-05", "bbox": "-125.15, 24.85, -66.85, 53.28", "deprecated": false, "keywords": "climate, evaporation, forcing, geophysical, hourly, humidity, ldas, nasa, nldas, precipitation, pressure, radiation, temperature, wind", @@ -10428,7 +10428,7 @@ "snippet": "ee.ImageCollection('NASA/SMAP/SPL3SMP_E/006')", "provider": "Google and NSIDC", "state_date": "2023-12-04", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -84, 180, 84", "deprecated": false, "keywords": "drought, nasa, smap, soil_moisture, surface, weather", @@ -10446,7 +10446,7 @@ "snippet": "ee.ImageCollection('NASA/SMAP/SPL4SMGP/007')", "provider": "Google and NSIDC", "state_date": "2015-03-31", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -84, 180, 84", "deprecated": false, "keywords": "drought, nasa, smap, soil_moisture, surface, weather", @@ -10464,7 +10464,7 @@ "snippet": "ee.ImageCollection('NASA/VIIRS/002/VNP09GA')", "provider": "NASA Land SIPS", "state_date": "2012-01-19", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, nasa, noaa, npp, reflectance, sr, viirs, vnp09ga", @@ -10518,7 +10518,7 @@ "snippet": "ee.ImageCollection('NASA/VIIRS/002/VNP14A1')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2012-01-19", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "fire, land, nasa, noaa, surface, viirs", @@ -10554,7 +10554,7 @@ "snippet": "ee.ImageCollection('NASA/VIIRS/002/VNP21A1D')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2012-01-19", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, day, land, nasa, noaa, surface, temperature, viirs", @@ -10572,7 +10572,7 @@ "snippet": "ee.ImageCollection('NASA/VIIRS/002/VNP21A1N')", "provider": "NASA LP DAAC at the USGS EROS Center", "state_date": "2012-01-19", - "end_date": "2024-09-06", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, land, nasa, night, noaa, surface, temperature, viirs", @@ -10644,7 +10644,7 @@ "snippet": "ee.ImageCollection('NCEP_RE/sea_level_pressure')", "provider": "NCEP", "state_date": "1948-01-01", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "atmosphere, climate, geophysical, ncep, noaa, pressure, reanalysis", @@ -10662,7 +10662,7 @@ "snippet": "ee.ImageCollection('NCEP_RE/surface_temp')", "provider": "NCEP", "state_date": "1948-01-01", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "atmosphere, climate, geophysical, ncep, noaa, reanalysis, temperature", @@ -10680,7 +10680,7 @@ "snippet": "ee.ImageCollection('NCEP_RE/surface_wv')", "provider": "NCEP", "state_date": "1948-01-01", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "atmosphere, climate, geophysical, ncep, noaa, precipitable, reanalysis, vapor", @@ -10914,7 +10914,7 @@ "snippet": "ee.ImageCollection('NOAA/CDR/OISST/V2_1')", "provider": "NOAA", "state_date": "1981-09-01", - "end_date": "2024-09-05", + "end_date": "2024-09-06", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature", @@ -10986,7 +10986,7 @@ "snippet": "ee.ImageCollection('NOAA/CFSR')", "provider": "NOAA NWS National Centers for Environmental Prediction (NCEP)", "state_date": "2018-12-13", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather", @@ -11004,7 +11004,7 @@ "snippet": "ee.ImageCollection('NOAA/CFSV2/FOR6H')", "provider": "NOAA NWS National Centers for Environmental Prediction (NCEP)", "state_date": "1979-01-01", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather", @@ -11058,7 +11058,7 @@ "snippet": "ee.ImageCollection('NOAA/GFS0P25')", "provider": "NOAA/NCEP/EMC", "state_date": "2015-07-01", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "climate, cloud, emc, flux, forecast, geophysical, gfs, humidity, ncep, noaa, precipitation, radiation, temperature, vapor, weather, wind", @@ -11076,7 +11076,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/16/FDCC')", "provider": "NOAA", "state_date": "2017-05-24", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-152.11, 14, -49.18, 56.77", "deprecated": false, "keywords": "abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire", @@ -11094,7 +11094,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/16/FDCF')", "provider": "NOAA", "state_date": "2017-05-24", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire", @@ -11112,7 +11112,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/16/MCMIPC')", "provider": "NOAA", "state_date": "2017-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-152.11, 14, -49.18, 56.77", "deprecated": false, "keywords": "abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather", @@ -11130,7 +11130,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/16/MCMIPF')", "provider": "NOAA", "state_date": "2017-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather", @@ -11148,7 +11148,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/16/MCMIPM')", "provider": "NOAA", "state_date": "2017-07-10", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather", @@ -11256,7 +11256,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/18/FDCC')", "provider": "NOAA", "state_date": "2022-10-13", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, 14.57, 180, 53.51", "deprecated": false, "keywords": "abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire", @@ -11274,7 +11274,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/18/FDCF')", "provider": "NOAA", "state_date": "2022-10-13", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire", @@ -11292,7 +11292,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/18/MCMIPC')", "provider": "NOAA", "state_date": "2018-12-04", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, 14.57, 180, 53.51", "deprecated": false, "keywords": "abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather", @@ -11310,7 +11310,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/18/MCMIPF')", "provider": "NOAA", "state_date": "2018-12-04", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather", @@ -11328,7 +11328,7 @@ "snippet": "ee.ImageCollection('NOAA/GOES/18/MCMIPM')", "provider": "NOAA", "state_date": "2018-12-04", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather", @@ -11436,7 +11436,7 @@ "snippet": "ee.ImageCollection('NOAA/NWS/RTMA')", "provider": "NOAA/NWS", "state_date": "2011-01-01", - "end_date": "2024-09-08", + "end_date": "2024-09-09", "bbox": "-130.17, 20.15, -60.81, 52.91", "deprecated": false, "keywords": "climate, cloud, geophysical, humidity, noaa, nws, precipitation, pressure, rtma, surface, temperature, visibility, weather, wind", @@ -11652,7 +11652,7 @@ "snippet": "ee.ImageCollection('NOAA/VIIRS/001/VNP46A1')", "provider": "NASA LAADS DAAC", "state_date": "2012-01-19", - "end_date": "2024-09-05", + "end_date": "2024-09-07", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "daily, dnb, nasa, noaa, viirs", @@ -11670,7 +11670,7 @@ "snippet": "ee.ImageCollection('NOAA/VIIRS/001/VNP46A2')", "provider": "NASA LAADS DAAC", "state_date": "2012-01-19", - "end_date": "2024-08-29", + "end_date": "2024-08-31", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "brdf, daily, nasa, noaa, viirs", @@ -11814,7 +11814,7 @@ "snippet": "ee.ImageCollection('OREGONSTATE/PRISM/AN81d')", "provider": "PRISM / OREGONSTATE", "state_date": "1981-01-01", - "end_date": "2024-09-04", + "end_date": "2024-09-05", "bbox": "-125, 24, -66, 50", "deprecated": false, "keywords": "climate, daily, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather", @@ -13653,7 +13653,7 @@ "end_date": "2023-01-01", "bbox": "-127, 24, -65, 51", "deprecated": false, - "keywords": "cdl, cropland, landcover, nass, usda", + "keywords": "cdl, crop, landcover, nass, usda", "catalog": "https://storage.googleapis.com/earthengine-stac/catalog/USDA/USDA_NASS_CDL.json", "url": "https://developers.google.com/earth-engine/datasets/catalog/USDA_NASS_CDL", "thumbnail": "https://developers.google.com/earth-engine/datasets/images/USDA/USDA_NASS_CDL_sample.png", @@ -14067,7 +14067,7 @@ "end_date": "2011-01-01", "bbox": "-180, -90, 180, 90", "deprecated": true, - "keywords": "crop, cropland, gfsad, landcover, usgs", + "keywords": "crop, gfsad, landcover, usgs", "catalog": "https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GFSAD1000_V0.json", "url": "https://developers.google.com/earth-engine/datasets/catalog/USGS_GFSAD1000_V0", "thumbnail": "https://developers.google.com/earth-engine/datasets/images/USGS/USGS_GFSAD1000_V0_sample.png", @@ -14085,7 +14085,7 @@ "end_date": "2010-01-01", "bbox": "-180, -90, 180, 90", "deprecated": false, - "keywords": "crop, cropland, gfsad, landcover, usgs", + "keywords": "crop, gfsad, landcover, usgs", "catalog": "https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GFSAD1000_V1.json", "url": "https://developers.google.com/earth-engine/datasets/catalog/USGS_GFSAD1000_V1", "thumbnail": "https://developers.google.com/earth-engine/datasets/images/USGS/USGS_GFSAD1000_V1_sample.png", @@ -14586,7 +14586,7 @@ "snippet": "ee.ImageCollection('UTOKYO/WTLAB/KBDI/v1')", "provider": "Institute of Industrial Science, The University of Tokyo, Japan", "state_date": "2007-01-01", - "end_date": "2024-09-07", + "end_date": "2024-09-08", "bbox": "60, -60, 180, 60", "deprecated": false, "keywords": "drought, kbdi, lst_derived, rainfall, utokyo, wtlab", @@ -14837,8 +14837,8 @@ "type": "table", "snippet": "ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM0')", "provider": "William and Mary geoLab", - "state_date": "2017-01-01", - "end_date": "2017-12-31", + "state_date": "2023-09-14", + "end_date": "2023-09-14", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "borders, countries", @@ -14855,8 +14855,8 @@ "type": "table", "snippet": "ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM1')", "provider": "William and Mary geoLab", - "state_date": "2017-01-01", - "end_date": "2017-12-31", + "state_date": "2023-09-14", + "end_date": "2023-09-14", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "borders, countries", @@ -14873,8 +14873,8 @@ "type": "table", "snippet": "ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM2')", "provider": "William and Mary geoLab", - "state_date": "2017-01-01", - "end_date": "2017-12-31", + "state_date": "2023-09-14", + "end_date": "2023-09-14", "bbox": "-180, -90, 180, 90", "deprecated": false, "keywords": "borders, countries", diff --git a/gee_catalog.tsv b/gee_catalog.tsv index 745bb01..a7ce12c 100644 --- a/gee_catalog.tsv +++ b/gee_catalog.tsv @@ -38,31 +38,31 @@ COPERNICUS/CORINE/V20/100m Copernicus CORINE Land Cover image_collection ee.Imag COPERNICUS/DEM/GLO30 Copernicus DEM GLO-30: Global 30m Digital Elevation Model image_collection ee.ImageCollection('COPERNICUS/DEM/GLO30') Copernicus 2010-12-01 2015-01-31 -180, -90, 180, 90 False copernicus, dem, elevation, geophysical https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_DEM_GLO30.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_DEM_GLO30 proprietary COPERNICUS/Landcover/100m/Proba-V-C3/Global Copernicus Global Land Cover Layers: CGLS-LC100 Collection 3 image_collection ee.ImageCollection('COPERNICUS/Landcover/100m/Proba-V-C3/Global') Copernicus 2015-01-01 2019-12-31 -180, -90, 180, 90 False copernicus, eea, esa, eu, landcover, proba, probav, vito https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_Landcover_100m_Proba-V-C3_Global.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_Landcover_100m_Proba-V-C3_Global proprietary COPERNICUS/Landcover/100m/Proba-V/Global Copernicus Global Land Cover Layers: CGLS-LC100 Collection 2 [deprecated] image_collection ee.ImageCollection('COPERNICUS/Landcover/100m/Proba-V/Global') Copernicus 2015-01-01 2015-01-01 -180, -90, 180, 90 True copernicus, eea, esa, eu, landcover, proba, probav, vito https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_Landcover_100m_Proba-V_Global.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_Landcover_100m_Proba-V_Global proprietary -COPERNICUS/S1_GRD Sentinel-1 SAR GRD: C-band Synthetic Aperture Radar Ground Range Detected, log scaling image_collection ee.ImageCollection('COPERNICUS/S1_GRD') European Union/ESA/Copernicus 2014-10-03 2024-09-08 -180, -90, 180, 90 False backscatter, copernicus, esa, eu, polarization, radar, sar, sentinel https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S1_GRD.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S1_GRD proprietary -COPERNICUS/S2 Sentinel-2 MSI: MultiSpectral Instrument, Level-1C [deprecated] image_collection ee.ImageCollection('COPERNICUS/S2') European Union/ESA/Copernicus 2015-06-27 2024-09-08 -180, -56, 180, 83 True copernicus, esa, eu, msi, radiance, sentinel https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2 proprietary -COPERNICUS/S2_CLOUD_PROBABILITY Sentinel-2: Cloud Probability image_collection ee.ImageCollection('COPERNICUS/S2_CLOUD_PROBABILITY') European Union/ESA/Copernicus/SentinelHub 2015-06-27 2024-09-08 -180, -56, 180, 83 False cloud, copernicus, esa, eu, msi, radiance, sentinel, sentinelhub https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_CLOUD_PROBABILITY.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_CLOUD_PROBABILITY proprietary -COPERNICUS/S2_HARMONIZED Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-1C image_collection ee.ImageCollection('COPERNICUS/S2_HARMONIZED') European Union/ESA/Copernicus 2015-06-27 2024-09-08 -180, -56, 180, 83 False copernicus, esa, eu, msi, radiance, sentinel https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_HARMONIZED.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_HARMONIZED proprietary -COPERNICUS/S2_SR Sentinel-2 MSI: MultiSpectral Instrument, Level-2A [deprecated] image_collection ee.ImageCollection('COPERNICUS/S2_SR') European Union/ESA/Copernicus 2017-03-28 2024-09-08 -180, -56, 180, 83 True copernicus, esa, eu, msi, reflectance, sentinel, sr https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR proprietary -COPERNICUS/S2_SR_HARMONIZED Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-2A image_collection ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED') European Union/ESA/Copernicus 2017-03-28 2024-09-08 -180, -56, 180, 83 False copernicus, esa, eu, msi, reflectance, sentinel, sr https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR_HARMONIZED.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR_HARMONIZED proprietary -COPERNICUS/S3/OLCI Sentinel-3 OLCI EFR: Ocean and Land Color Instrument Earth Observation Full Resolution image_collection ee.ImageCollection('COPERNICUS/S3/OLCI') European Union/ESA/Copernicus 2016-10-18 2024-09-07 -180, -90, 180, 90 False copernicus, esa, eu, olci, radiance, sentinel, toa https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S3_OLCI.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S3_OLCI proprietary -COPERNICUS/S5P/NRTI/L3_AER_AI Sentinel-5P NRTI AER AI: Near Real-Time UV Aerosol Index image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_AI') European Union/ESA/Copernicus 2018-07-10 2024-09-08 -180, -90, 180, 90 False aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_AI.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_AI proprietary -COPERNICUS/S5P/NRTI/L3_AER_LH Sentinel-5P NRTI AER LH: Near Real-Time UV Aerosol Layer Height image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_LH') European Union/ESA/Copernicus 2018-07-10 2024-09-08 -180, -90, 180, 90 False aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_LH.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_LH proprietary -COPERNICUS/S5P/NRTI/L3_CLOUD Sentinel-5P NRTI CLOUD: Near Real-Time Cloud image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CLOUD') European Union/ESA/Copernicus 2018-07-05 2024-09-08 -180, -90, 180, 90 False climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CLOUD.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CLOUD proprietary -COPERNICUS/S5P/NRTI/L3_CO Sentinel-5P NRTI CO: Near Real-Time Carbon Monoxide image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CO') European Union/ESA/Copernicus 2018-11-22 2024-09-08 -180, -90, 180, 90 False air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CO proprietary -COPERNICUS/S5P/NRTI/L3_HCHO Sentinel-5P NRTI HCHO: Near Real-Time Formaldehyde image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_HCHO') European Union/ESA/Copernicus 2018-10-02 2024-09-08 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_HCHO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_HCHO proprietary -COPERNICUS/S5P/NRTI/L3_NO2 Sentinel-5P NRTI NO2: Near Real-Time Nitrogen Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_NO2') European Union/ESA/Copernicus 2018-07-10 2024-09-08 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_NO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_NO2 proprietary -COPERNICUS/S5P/NRTI/L3_O3 Sentinel-5P NRTI O3: Near Real-Time Ozone image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_O3') European Union/ESA/Copernicus 2018-07-10 2024-09-08 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_O3.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_O3 proprietary -COPERNICUS/S5P/NRTI/L3_SO2 Sentinel-5P NRTI SO2: Near Real-Time Sulfur Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_SO2') European Union/ESA/Copernicus 2018-07-10 2024-09-08 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_SO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_SO2 proprietary -COPERNICUS/S5P/OFFL/L3_AER_AI Sentinel-5P OFFL AER AI: Offline UV Aerosol Index image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_AI') European Union/ESA/Copernicus 2018-07-04 2024-09-06 -180, -90, 180, 90 False aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_AER_AI.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_AER_AI proprietary -COPERNICUS/S5P/OFFL/L3_AER_LH Sentinel-5P OFFL AER LH: Offline UV Aerosol Layer Height image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_LH') European Union/ESA/Copernicus 2018-07-04 2024-09-06 -180, -90, 180, 90 False aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_AER_LH.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_AER_LH proprietary -COPERNICUS/S5P/OFFL/L3_CH4 Sentinel-5P OFFL CH4: Offline Methane image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CH4') European Union/ESA/Copernicus 2019-02-08 2024-09-06 -180, -90, 180, 90 False climate, copernicus, esa, eu, knmi, methane, s5p, sentinel, sron, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CH4.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CH4 proprietary -COPERNICUS/S5P/OFFL/L3_CLOUD Sentinel-5P OFFL CLOUD: Near Real-Time Cloud image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CLOUD') European Union/ESA/Copernicus 2018-07-04 2024-09-06 -180, -90, 180, 90 False climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CLOUD.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CLOUD proprietary -COPERNICUS/S5P/OFFL/L3_CO Sentinel-5P OFFL CO: Offline Carbon Monoxide image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CO') European Union/ESA/Copernicus 2018-06-28 2024-09-06 -180, -90, 180, 90 False air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CO proprietary -COPERNICUS/S5P/OFFL/L3_HCHO Sentinel-5P OFFL HCHO: Offline Formaldehyde image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_HCHO') European Union/ESA/Copernicus 2018-12-05 2024-09-06 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_HCHO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_HCHO proprietary -COPERNICUS/S5P/OFFL/L3_NO2 Sentinel-5P OFFL NO2: Offline Nitrogen Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_NO2') European Union/ESA/Copernicus 2018-06-28 2024-08-30 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_NO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_NO2 proprietary -COPERNICUS/S5P/OFFL/L3_O3 Sentinel-5P OFFL O3: Offline Ozone image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3') European Union/ESA/Copernicus 2018-09-08 2024-09-06 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3 proprietary -COPERNICUS/S5P/OFFL/L3_O3_TCL Sentinel-5P OFFL O3 TCL: Offline Tropospheric Ozone image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3_TCL') European Union/ESA/Copernicus 2018-04-30 2024-08-24 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3_TCL.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3_TCL proprietary -COPERNICUS/S5P/OFFL/L3_SO2 Sentinel-5P OFFL SO2: Offline Sulfur Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_SO2') European Union/ESA/Copernicus 2018-12-05 2024-09-06 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_SO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_SO2 proprietary +COPERNICUS/S1_GRD Sentinel-1 SAR GRD: C-band Synthetic Aperture Radar Ground Range Detected, log scaling image_collection ee.ImageCollection('COPERNICUS/S1_GRD') European Union/ESA/Copernicus 2014-10-03 2024-09-09 -180, -90, 180, 90 False backscatter, copernicus, esa, eu, polarization, radar, sar, sentinel https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S1_GRD.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S1_GRD proprietary +COPERNICUS/S2 Sentinel-2 MSI: MultiSpectral Instrument, Level-1C [deprecated] image_collection ee.ImageCollection('COPERNICUS/S2') European Union/ESA/Copernicus 2015-06-27 2024-09-09 -180, -56, 180, 83 True copernicus, esa, eu, msi, radiance, sentinel https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2 proprietary +COPERNICUS/S2_CLOUD_PROBABILITY Sentinel-2: Cloud Probability image_collection ee.ImageCollection('COPERNICUS/S2_CLOUD_PROBABILITY') European Union/ESA/Copernicus/SentinelHub 2015-06-27 2024-09-09 -180, -56, 180, 83 False cloud, copernicus, esa, eu, msi, radiance, sentinel, sentinelhub https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_CLOUD_PROBABILITY.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_CLOUD_PROBABILITY proprietary +COPERNICUS/S2_HARMONIZED Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-1C image_collection ee.ImageCollection('COPERNICUS/S2_HARMONIZED') European Union/ESA/Copernicus 2015-06-27 2024-09-09 -180, -56, 180, 83 False copernicus, esa, eu, msi, radiance, sentinel https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_HARMONIZED.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_HARMONIZED proprietary +COPERNICUS/S2_SR Sentinel-2 MSI: MultiSpectral Instrument, Level-2A [deprecated] image_collection ee.ImageCollection('COPERNICUS/S2_SR') European Union/ESA/Copernicus 2017-03-28 2024-09-09 -180, -56, 180, 83 True copernicus, esa, eu, msi, reflectance, sentinel, sr https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR proprietary +COPERNICUS/S2_SR_HARMONIZED Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-2A image_collection ee.ImageCollection('COPERNICUS/S2_SR_HARMONIZED') European Union/ESA/Copernicus 2017-03-28 2024-09-09 -180, -56, 180, 83 False copernicus, esa, eu, msi, reflectance, sentinel, sr https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S2_SR_HARMONIZED.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR_HARMONIZED proprietary +COPERNICUS/S3/OLCI Sentinel-3 OLCI EFR: Ocean and Land Color Instrument Earth Observation Full Resolution image_collection ee.ImageCollection('COPERNICUS/S3/OLCI') European Union/ESA/Copernicus 2016-10-18 2024-09-08 -180, -90, 180, 90 False copernicus, esa, eu, olci, radiance, sentinel, toa https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S3_OLCI.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S3_OLCI proprietary +COPERNICUS/S5P/NRTI/L3_AER_AI Sentinel-5P NRTI AER AI: Near Real-Time UV Aerosol Index image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_AI') European Union/ESA/Copernicus 2018-07-10 2024-09-09 -180, -90, 180, 90 False aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_AI.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_AI proprietary +COPERNICUS/S5P/NRTI/L3_AER_LH Sentinel-5P NRTI AER LH: Near Real-Time UV Aerosol Layer Height image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_AER_LH') European Union/ESA/Copernicus 2018-07-10 2024-09-09 -180, -90, 180, 90 False aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_AER_LH.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_AER_LH proprietary +COPERNICUS/S5P/NRTI/L3_CLOUD Sentinel-5P NRTI CLOUD: Near Real-Time Cloud image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CLOUD') European Union/ESA/Copernicus 2018-07-05 2024-09-09 -180, -90, 180, 90 False climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CLOUD.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CLOUD proprietary +COPERNICUS/S5P/NRTI/L3_CO Sentinel-5P NRTI CO: Near Real-Time Carbon Monoxide image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_CO') European Union/ESA/Copernicus 2018-11-22 2024-09-09 -180, -90, 180, 90 False air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CO proprietary +COPERNICUS/S5P/NRTI/L3_HCHO Sentinel-5P NRTI HCHO: Near Real-Time Formaldehyde image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_HCHO') European Union/ESA/Copernicus 2018-10-02 2024-09-09 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_HCHO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_HCHO proprietary +COPERNICUS/S5P/NRTI/L3_NO2 Sentinel-5P NRTI NO2: Near Real-Time Nitrogen Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_NO2') European Union/ESA/Copernicus 2018-07-10 2024-09-09 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_NO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_NO2 proprietary +COPERNICUS/S5P/NRTI/L3_O3 Sentinel-5P NRTI O3: Near Real-Time Ozone image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_O3') European Union/ESA/Copernicus 2018-07-10 2024-09-09 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_O3.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_O3 proprietary +COPERNICUS/S5P/NRTI/L3_SO2 Sentinel-5P NRTI SO2: Near Real-Time Sulfur Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/NRTI/L3_SO2') European Union/ESA/Copernicus 2018-07-10 2024-09-09 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_NRTI_L3_SO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_SO2 proprietary +COPERNICUS/S5P/OFFL/L3_AER_AI Sentinel-5P OFFL AER AI: Offline UV Aerosol Index image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_AI') European Union/ESA/Copernicus 2018-07-04 2024-09-07 -180, -90, 180, 90 False aai, aerosol, air_quality, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_AER_AI.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_AER_AI proprietary +COPERNICUS/S5P/OFFL/L3_AER_LH Sentinel-5P OFFL AER LH: Offline UV Aerosol Layer Height image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_AER_LH') European Union/ESA/Copernicus 2018-07-04 2024-09-07 -180, -90, 180, 90 False aerosol, air_quality, alh, copernicus, esa, eu, knmi, pollution, s5p, sentinel, tropomi, uvai https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_AER_LH.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_AER_LH proprietary +COPERNICUS/S5P/OFFL/L3_CH4 Sentinel-5P OFFL CH4: Offline Methane image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CH4') European Union/ESA/Copernicus 2019-02-08 2024-09-07 -180, -90, 180, 90 False climate, copernicus, esa, eu, knmi, methane, s5p, sentinel, sron, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CH4.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CH4 proprietary +COPERNICUS/S5P/OFFL/L3_CLOUD Sentinel-5P OFFL CLOUD: Near Real-Time Cloud image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CLOUD') European Union/ESA/Copernicus 2018-07-04 2024-09-07 -180, -90, 180, 90 False climate, cloud, copernicus, dlr, esa, eu, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CLOUD.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CLOUD proprietary +COPERNICUS/S5P/OFFL/L3_CO Sentinel-5P OFFL CO: Offline Carbon Monoxide image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_CO') European Union/ESA/Copernicus 2018-06-28 2024-09-07 -180, -90, 180, 90 False air_quality, carbon_monoxide, copernicus, esa, eu, knmi, pollution, s5p, sentinel, sron, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CO proprietary +COPERNICUS/S5P/OFFL/L3_HCHO Sentinel-5P OFFL HCHO: Offline Formaldehyde image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_HCHO') European Union/ESA/Copernicus 2018-12-05 2024-09-07 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, formaldehyde, hcho, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_HCHO.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_HCHO proprietary +COPERNICUS/S5P/OFFL/L3_NO2 Sentinel-5P OFFL NO2: Offline Nitrogen Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_NO2') European Union/ESA/Copernicus 2018-06-28 2024-08-31 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, knmi, nitrogen_dioxide, no2, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_NO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_NO2 proprietary +COPERNICUS/S5P/OFFL/L3_O3 Sentinel-5P OFFL O3: Offline Ozone image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3') European Union/ESA/Copernicus 2018-09-08 2024-09-07 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3 proprietary +COPERNICUS/S5P/OFFL/L3_O3_TCL Sentinel-5P OFFL O3 TCL: Offline Tropospheric Ozone image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_O3_TCL') European Union/ESA/Copernicus 2018-04-30 2024-08-25 -180, -90, 180, 90 False air_quality, copernicus, esa, eu, o3, ozone, pollution, s5p, sentinel, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_O3_TCL.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_O3_TCL proprietary +COPERNICUS/S5P/OFFL/L3_SO2 Sentinel-5P OFFL SO2: Offline Sulfur Dioxide image_collection ee.ImageCollection('COPERNICUS/S5P/OFFL/L3_SO2') European Union/ESA/Copernicus 2018-12-05 2024-09-07 -180, -90, 180, 90 False air_quality, bira, copernicus, dlr, esa, eu, pollution, s5p, sentinel, so2, sulfur_dioxide, tropomi https://storage.googleapis.com/earthengine-stac/catalog/COPERNICUS/COPERNICUS_S5P_OFFL_L3_SO2.json https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_SO2 proprietary CPOM/CryoSat2/ANTARCTICA_DEM CryoSat-2 Antarctica 1km DEM image ee.Image('CPOM/CryoSat2/ANTARCTICA_DEM') CPOM 2010-07-01 2016-07-01 -180, -88, 180, -60 False antarctica, cpom, cryosat_2, dem, elevation, polar https://storage.googleapis.com/earthengine-stac/catalog/CPOM/CPOM_CryoSat2_ANTARCTICA_DEM.json https://developers.google.com/earth-engine/datasets/catalog/CPOM_CryoSat2_ANTARCTICA_DEM proprietary CSIC/SPEI/2_8 SPEIbase: Standardised Precipitation-Evapotranspiration Index database, Version 2.8 [deprecated] image_collection ee.ImageCollection('CSIC/SPEI/2_8') Spanish National Research Council (CSIC) 1901-01-01 2021-01-01 -180, -90, 180, 90 True climate, climate_change, drought, evapotranspiration, global, monthly, palmer, precipitation, temperature https://storage.googleapis.com/earthengine-stac/catalog/CSIC/CSIC_SPEI_2_8.json https://developers.google.com/earth-engine/datasets/catalog/CSIC_SPEI_2_8 CC-BY-4.0 CSIC/SPEI/2_9 SPEIbase: Standardised Precipitation-Evapotranspiration Index database, Version 2.9 image_collection ee.ImageCollection('CSIC/SPEI/2_9') Spanish National Research Council (CSIC) 1901-01-01 2023-01-01 -180, -90, 180, 90 False climate, climate_change, drought, evapotranspiration, global, monthly, palmer, precipitation, temperature https://storage.googleapis.com/earthengine-stac/catalog/CSIC/CSIC_SPEI_2_9.json https://developers.google.com/earth-engine/datasets/catalog/CSIC_SPEI_2_9 CC-BY-4.0 @@ -85,11 +85,11 @@ CSP/ERGo/1_0/US/topoDiversity US NED Topographic Diversity image ee.Image('CSP/E CSP/HM/GlobalHumanModification CSP gHM: Global Human Modification image_collection ee.ImageCollection('CSP/HM/GlobalHumanModification') Conservation Science Partners 2016-01-01 2016-12-31 -180, -90, 180, 90 False csp, fragmentation, human_modification, landcover, landscape_gradient, stressors, tnc https://storage.googleapis.com/earthengine-stac/catalog/CSP/CSP_HM_GlobalHumanModification.json https://developers.google.com/earth-engine/datasets/catalog/CSP_HM_GlobalHumanModification CC-BY-NC-SA-4.0 DLR/WSF/WSF2015/v1 World Settlement Footprint 2015 image ee.Image('DLR/WSF/WSF2015/v1') Deutsches Zentrum für Luft- und Raumfahrt (DLR) 2015-01-01 2016-01-01 -180, -90, 180, 90 False landcover, landsat_derived, sentinel1_derived, settlement, urban https://storage.googleapis.com/earthengine-stac/catalog/DLR/DLR_WSF_WSF2015_v1.json https://developers.google.com/earth-engine/datasets/catalog/DLR_WSF_WSF2015_v1 CC0-1.0 DOE/ORNL/LandScan_HD/Ukraine_202201 LandScan High Definition Data for Ukraine, January 2022 image ee.Image('DOE/ORNL/LandScan_HD/Ukraine_202201') Oak Ridge National Laboratory 2022-01-01 2022-02-01 22.125, 44.175, 40.225, 52.4 False landscan, population, ukraine https://storage.googleapis.com/earthengine-stac/catalog/DOE/DOE_ORNL_LandScan_HD_Ukraine_202201.json https://developers.google.com/earth-engine/datasets/catalog/DOE_ORNL_LandScan_HD_Ukraine_202201 CC-BY-4.0 -ECMWF/CAMS/NRT Copernicus Atmosphere Monitoring Service (CAMS) Global Near-Real-Time image_collection ee.ImageCollection('ECMWF/CAMS/NRT') European Centre for Medium-Range Weather Forecasts (ECMWF) 2016-06-22 2024-09-08 -180, -90, 180, 90 False aerosol, atmosphere, climate, copernicus, ecmwf, forecast, particulate_matter https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_CAMS_NRT.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_CAMS_NRT proprietary +ECMWF/CAMS/NRT Copernicus Atmosphere Monitoring Service (CAMS) Global Near-Real-Time image_collection ee.ImageCollection('ECMWF/CAMS/NRT') European Centre for Medium-Range Weather Forecasts (ECMWF) 2016-06-22 2024-09-09 -180, -90, 180, 90 False aerosol, atmosphere, climate, copernicus, ecmwf, forecast, particulate_matter https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_CAMS_NRT.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_CAMS_NRT proprietary ECMWF/ERA5/DAILY ERA5 Daily Aggregates - Latest Climate Reanalysis Produced by ECMWF / Copernicus Climate Change Service image_collection ee.ImageCollection('ECMWF/ERA5/DAILY') ECMWF / Copernicus Climate Change Service 1979-01-02 2020-07-09 -180, -90, 180, 90 False climate, copernicus, dewpoint, ecmwf, era5, precipitation, pressure, reanalysis, surface, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_DAILY.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_DAILY proprietary ECMWF/ERA5/MONTHLY ERA5 Monthly Aggregates - Latest Climate Reanalysis Produced by ECMWF / Copernicus Climate Change Service image_collection ee.ImageCollection('ECMWF/ERA5/MONTHLY') ECMWF / Copernicus Climate Change Service 1979-01-01 2020-06-01 -180, -90, 180, 90 False climate, copernicus, dewpoint, ecmwf, era5, precipitation, pressure, reanalysis, surface, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_MONTHLY.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_MONTHLY proprietary -ECMWF/ERA5_LAND/DAILY_AGGR ERA5-Land Daily Aggregated - ECMWF Climate Reanalysis image_collection ee.ImageCollection('ECMWF/ERA5_LAND/DAILY_AGGR') Daily Aggregates: Google and Copernicus Climate Data Store 1950-01-02 2024-09-01 -180, -90, 180, 90 False cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_DAILY_AGGR.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_DAILY_AGGR proprietary -ECMWF/ERA5_LAND/HOURLY ERA5-Land Hourly - ECMWF Climate Reanalysis image_collection ee.ImageCollection('ECMWF/ERA5_LAND/HOURLY') Copernicus Climate Data Store 1950-01-01 2024-09-02 -180, -90, 180, 90 False cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_HOURLY.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_HOURLY proprietary +ECMWF/ERA5_LAND/DAILY_AGGR ERA5-Land Daily Aggregated - ECMWF Climate Reanalysis image_collection ee.ImageCollection('ECMWF/ERA5_LAND/DAILY_AGGR') Daily Aggregates: Google and Copernicus Climate Data Store 1950-01-02 2024-09-02 -180, -90, 180, 90 False cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_DAILY_AGGR.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_DAILY_AGGR proprietary +ECMWF/ERA5_LAND/HOURLY ERA5-Land Hourly - ECMWF Climate Reanalysis image_collection ee.ImageCollection('ECMWF/ERA5_LAND/HOURLY') Copernicus Climate Data Store 1950-01-01 2024-09-03 -180, -90, 180, 90 False cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_HOURLY.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_HOURLY proprietary ECMWF/ERA5_LAND/MONTHLY ERA5-Land Monthly Averaged - ECMWF Climate Reanalysis [deprecated] image_collection ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY') Copernicus Climate Data Store 1950-02-01 2023-04-01 -180, -90, 180, 90 True cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_MONTHLY.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY proprietary ECMWF/ERA5_LAND/MONTHLY_AGGR ERA5-Land Monthly Aggregated - ECMWF Climate Reanalysis image_collection ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY_AGGR') Monthly Aggregates: Google and Copernicus Climate Data Store 1950-02-01 2024-08-01 -180, -90, 180, 90 False cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_MONTHLY_AGGR.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY_AGGR proprietary ECMWF/ERA5_LAND/MONTHLY_BY_HOUR ERA5-Land Monthly Averaged by Hour of Day - ECMWF Climate Reanalysis image_collection ee.ImageCollection('ECMWF/ERA5_LAND/MONTHLY_BY_HOUR') Climate Data Store 1950-01-01 2024-08-01 -180, -90, 180, 90 False cds, climate, copernicus, ecmwf, era5_land, evaporation, heat, lakes, precipitation, pressure, radiation, reanalysis, runoff, snow, soil_water, temperature, vegetation, wind https://storage.googleapis.com/earthengine-stac/catalog/ECMWF/ECMWF_ERA5_LAND_MONTHLY_BY_HOUR.json https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY_BY_HOUR proprietary @@ -147,8 +147,8 @@ GLIMS/20230607 GLIMS 2023: Global Land Ice Measurements From Space table ee.Feat GLIMS/current GLIMS Current: Global Land Ice Measurements From Space table ee.FeatureCollection('GLIMS/current') National Snow and Ice Data Center (NSDIC) 1750-01-01 2023-06-07 -180, -90, 180, 90 False glacier, glims, ice, landcover, nasa, nsidc, snow https://storage.googleapis.com/earthengine-stac/catalog/GLIMS/GLIMS_current.json https://developers.google.com/earth-engine/datasets/catalog/GLIMS_current proprietary GLOBAL_FLOOD_DB/MODIS_EVENTS/V1 Global Flood Database v1 (2000-2018) image_collection ee.ImageCollection('GLOBAL_FLOOD_DB/MODIS_EVENTS/V1') Cloud to Street (C2S) / Dartmouth Flood Observatory (DFO) 2000-02-17 2018-12-10 -180, -90, 180, 90 False c2s, cloudtostreet, dartmouth, dfo, flood, gfd, inundation, surface, water https://storage.googleapis.com/earthengine-stac/catalog/GLOBAL_FLOOD_DB/GLOBAL_FLOOD_DB_MODIS_EVENTS_V1.json https://developers.google.com/earth-engine/datasets/catalog/GLOBAL_FLOOD_DB_MODIS_EVENTS_V1 CC-BY-NC-4.0 GOOGLE/AirView/California_Unified_2015_2019 Google Street View Air Quality: High Resolution Air Pollution Mapping in California table ee.FeatureCollection('GOOGLE/AirView/California_Unified_2015_2019') Google / Aclima 2015-05-28 2019-06-07 -180, -90, 180, 90 False air_quality, nitrogen_dioxide, pollution https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_AirView_California_Unified_2015_2019.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_AirView_California_Unified_2015_2019 CC-BY-NC-4.0 -GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED Cloud Score+ S2_HARMONIZED V1 image_collection ee.ImageCollection('GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED') Google Earth Engine 2015-06-27 2024-09-08 -180, -90, 180, 90 False google, cloud, sentinel2_derived https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED CC-BY-4.0 -GOOGLE/DYNAMICWORLD/V1 Dynamic World V1 image_collection ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1') World Resources Institute 2015-06-27 2024-09-08 -180, -90, 180, 90 False global, google, landcover, landuse, nrt, sentinel2_derived https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_DYNAMICWORLD_V1.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_DYNAMICWORLD_V1 CC-BY-4.0 +GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED Cloud Score+ S2_HARMONIZED V1 image_collection ee.ImageCollection('GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED') Google Earth Engine 2015-06-27 2024-09-09 -180, -90, 180, 90 False google, cloud, sentinel2_derived https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED CC-BY-4.0 +GOOGLE/DYNAMICWORLD/V1 Dynamic World V1 image_collection ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1') World Resources Institute 2015-06-27 2024-09-09 -180, -90, 180, 90 False global, google, landcover, landuse, nrt, sentinel2_derived https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_DYNAMICWORLD_V1.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_DYNAMICWORLD_V1 CC-BY-4.0 GOOGLE/GLOBAL_CCDC/V1 Google Global Landsat-based CCDC Segments (1999-2019) image_collection ee.ImageCollection('GOOGLE/GLOBAL_CCDC/V1') Google 1999-01-01 2020-01-01 -180, -60, 180, 72 False change_detection, google, landcover, landsat_derived, landuse https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_GLOBAL_CCDC_V1.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_GLOBAL_CCDC_V1 CC-BY-4.0 GOOGLE/Research/open-buildings/v1/polygons Open Buildings V1 Polygons [deprecated] table ee.FeatureCollection('GOOGLE/Research/open-buildings/v1/polygons') Google Research - Open Buildings 2021-04-30 2021-04-30 -180, -90, 180, 90 True africa, building, built_up, open_buildings, structure https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_Research_open-buildings_v1_polygons.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_Research_open-buildings_v1_polygons CC-BY-4.0 GOOGLE/Research/open-buildings/v2/polygons Open Buildings V2 Polygons [deprecated] table ee.FeatureCollection('GOOGLE/Research/open-buildings/v2/polygons') Google Research - Open Buildings 2022-08-30 2022-08-30 -180, -90, 180, 90 True africa, asia, building, built_up, open_buildings, south_asia, southeast_asia, structure https://storage.googleapis.com/earthengine-stac/catalog/GOOGLE/GOOGLE_Research_open-buildings_v2_polygons.json https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_Research_open-buildings_v2_polygons CC-BY-4.0 @@ -204,20 +204,20 @@ JAXA/ALOS/PALSAR/YEARLY/SAR Global PALSAR-2/PALSAR Yearly Mosaic, version 1 imag JAXA/ALOS/PALSAR/YEARLY/SAR_EPOCH Global PALSAR-2/PALSAR Yearly Mosaic, version 2 image_collection ee.ImageCollection('JAXA/ALOS/PALSAR/YEARLY/SAR_EPOCH') JAXA EORC 2015-01-01 2023-01-01 -180, -90, 180, 90 False alos, alos2, eroc, jaxa, palsar, palsar2, sar https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_ALOS_PALSAR_YEARLY_SAR_EPOCH.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_ALOS_PALSAR_YEARLY_SAR_EPOCH proprietary JAXA/GCOM-C/L3/LAND/LAI/V1 GCOM-C/SGLI L3 Leaf Area Index (V1) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V1') Global Change Observation Mission (GCOM) 2018-01-01 2020-06-28 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V1.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V1 proprietary JAXA/GCOM-C/L3/LAND/LAI/V2 GCOM-C/SGLI L3 Leaf Area Index (V2) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V2') Global Change Observation Mission (GCOM) 2018-01-01 2021-11-28 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V2.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V2 proprietary -JAXA/GCOM-C/L3/LAND/LAI/V3 GCOM-C/SGLI L3 Leaf Area Index (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-07 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V3 proprietary +JAXA/GCOM-C/L3/LAND/LAI/V3 GCOM-C/SGLI L3 Leaf Area Index (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LAI/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-08 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, lai, land, leaf_area_index https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LAI_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LAI_V3 proprietary JAXA/GCOM-C/L3/LAND/LST/V1 GCOM-C/SGLI L3 Land Surface Temperature (V1) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V1') Global Change Observation Mission (GCOM) 2018-01-01 2020-06-28 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V1.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V1 proprietary JAXA/GCOM-C/L3/LAND/LST/V2 GCOM-C/SGLI L3 Land Surface Temperature (V2) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V2') Global Change Observation Mission (GCOM) 2018-01-01 2021-11-28 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V2.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V2 proprietary -JAXA/GCOM-C/L3/LAND/LST/V3 GCOM-C/SGLI L3 Land Surface Temperature (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-07 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V3 proprietary +JAXA/GCOM-C/L3/LAND/LST/V3 GCOM-C/SGLI L3 Land Surface Temperature (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/LAND/LST/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-08 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, land, land_surface_temperature, lst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_LAND_LST_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_LAND_LST_V3 proprietary JAXA/GCOM-C/L3/OCEAN/CHLA/V1 GCOM-C/SGLI L3 Chlorophyll-a Concentration (V1) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V1') Global Change Observation Mission (GCOM) 2018-01-01 2020-06-28 -180, -90, 180, 90 False chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V1.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V1 proprietary JAXA/GCOM-C/L3/OCEAN/CHLA/V2 GCOM-C/SGLI L3 Chlorophyll-a Concentration (V2) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V2') Global Change Observation Mission (GCOM) 2018-01-01 2021-11-28 -180, -90, 180, 90 False chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V2.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V2 proprietary -JAXA/GCOM-C/L3/OCEAN/CHLA/V3 GCOM-C/SGLI L3 Chlorophyll-a Concentration (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-06 -180, -90, 180, 90 False chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V3 proprietary +JAXA/GCOM-C/L3/OCEAN/CHLA/V3 GCOM-C/SGLI L3 Chlorophyll-a Concentration (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/CHLA/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-07 -180, -90, 180, 90 False chla, chlorophyll_a, climate, g_portal, gcom, gcom_c, jaxa, ocean, ocean_color https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_CHLA_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_CHLA_V3 proprietary JAXA/GCOM-C/L3/OCEAN/SST/V1 GCOM-C/SGLI L3 Sea Surface Temperature (V1) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V1') Global Change Observation Mission (GCOM) 2018-01-01 2020-06-28 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V1.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V1 proprietary JAXA/GCOM-C/L3/OCEAN/SST/V2 GCOM-C/SGLI L3 Sea Surface Temperature (V2) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V2') Global Change Observation Mission (GCOM) 2018-01-01 2021-11-28 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V2.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V2 proprietary JAXA/GCOM-C/L3/OCEAN/SST/V3 GCOM-C/SGLI L3 Sea Surface Temperature (V3) image_collection ee.ImageCollection('JAXA/GCOM-C/L3/OCEAN/SST/V3') Global Change Observation Mission (GCOM) 2021-11-29 2024-09-06 -180, -90, 180, 90 False climate, g_portal, gcom, gcom_c, jaxa, ocean, sea_surface_temperature, sst https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GCOM-C_L3_OCEAN_SST_V3.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GCOM-C_L3_OCEAN_SST_V3 proprietary -JAXA/GPM_L3/GSMaP/v6/operational GSMaP Operational: Global Satellite Mapping of Precipitation - V6 image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/operational') JAXA Earth Observation Research Center 2014-03-01 2024-09-08 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v6_operational.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v6_operational proprietary +JAXA/GPM_L3/GSMaP/v6/operational GSMaP Operational: Global Satellite Mapping of Precipitation - V6 image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/operational') JAXA Earth Observation Research Center 2014-03-01 2024-09-09 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v6_operational.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v6_operational proprietary JAXA/GPM_L3/GSMaP/v6/reanalysis GSMaP Reanalysis: Global Satellite Mapping of Precipitation image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v6/reanalysis') JAXA Earth Observation Research Center 2000-03-01 2014-03-12 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v6_reanalysis.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v6_reanalysis proprietary -JAXA/GPM_L3/GSMaP/v7/operational GSMaP Operational: Global Satellite Mapping of Precipitation - V7 image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v7/operational') JAXA Earth Observation Research Center 2014-03-01 2024-09-08 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v7_operational.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v7_operational proprietary -JAXA/GPM_L3/GSMaP/v8/operational GSMaP Operational: Global Satellite Mapping of Precipitation - V8 image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v8/operational') JAXA Earth Observation Research Center 1998-01-01 2024-09-08 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v8_operational.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v8_operational proprietary +JAXA/GPM_L3/GSMaP/v7/operational GSMaP Operational: Global Satellite Mapping of Precipitation - V7 image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v7/operational') JAXA Earth Observation Research Center 2014-03-01 2024-09-09 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v7_operational.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v7_operational proprietary +JAXA/GPM_L3/GSMaP/v8/operational GSMaP Operational: Global Satellite Mapping of Precipitation - V8 image_collection ee.ImageCollection('JAXA/GPM_L3/GSMaP/v8/operational') JAXA Earth Observation Research Center 1998-01-01 2024-09-09 -180, -60, 180, 60 False climate, geophysical, gpm, hourly, jaxa, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/JAXA/JAXA_GPM_L3_GSMaP_v8_operational.json https://developers.google.com/earth-engine/datasets/catalog/JAXA_GPM_L3_GSMaP_v8_operational proprietary JCU/Murray/GIC/global_tidal_wetland_change/2019 Murray Global Tidal Wetland Change v1.0 (1999-2019) image ee.Image('JCU/Murray/GIC/global_tidal_wetland_change/2019') Murray/JCU 1999-01-01 2019-12-31 -180, -90, 180, 90 False coastal, ecosystem, intertidal, landsat_derived, mangrove, murray, saltmarsh, tidal_flat, tidal_marsh https://storage.googleapis.com/earthengine-stac/catalog/JCU/JCU_Murray_GIC_global_tidal_wetland_change_2019.json https://developers.google.com/earth-engine/datasets/catalog/JCU_Murray_GIC_global_tidal_wetland_change_2019 CC-BY-4.0 JRC/D5/EUCROPMAP/V1 EUCROPMAP image_collection ee.ImageCollection('JRC/D5/EUCROPMAP/V1') Joint Research Center (JRC) 2018-01-01 2022-01-01 -16.171875, 34.313433, 36.386719, 72.182526 False crop, eu, jrc, lucas, sentinel1_derived https://storage.googleapis.com/earthengine-stac/catalog/JRC/JRC_D5_EUCROPMAP_V1.json https://developers.google.com/earth-engine/datasets/catalog/JRC_D5_EUCROPMAP_V1 CC-BY-4.0 JRC/GFC2020/V1 EC JRC global map of forest cover 2020, V1 image_collection ee.ImageCollection('JRC/GFC2020/V1') Joint Research Centre, European Commission 2020-12-31 2020-12-31 -180, -90, 180, 90 False eudr, forest, jrc https://storage.googleapis.com/earthengine-stac/catalog/JRC/JRC_GFC2020_V1.json https://developers.google.com/earth-engine/datasets/catalog/JRC_GFC2020_V1 proprietary @@ -305,10 +305,10 @@ LANDSAT/LC08/C02/T2 USGS Landsat 8 Collection 2 Tier 2 Raw Scenes image_collecti LANDSAT/LC08/C02/T2_L2 USGS Landsat 8 Level 2, Collection 2, Tier 2 image_collection ee.ImageCollection('LANDSAT/LC08/C02/T2_L2') USGS 2013-03-18 2024-09-04 -180, -90, 180, 90 False cfmask, cloud, fmask, global, l8sr, landsat, lasrc, lc08, lst, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T2_L2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2_L2 proprietary LANDSAT/LC08/C02/T2_TOA USGS Landsat 8 Collection 2 Tier 2 TOA Reflectance image_collection ee.ImageCollection('LANDSAT/LC08/C02/T2_TOA') USGS/Google 2021-10-28 2024-09-04 -180, -90, 180, 90 False c2, global, landsat, toa, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC08_C02_T2_TOA.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2_TOA PDDL-1.0 LANDSAT/LC09/C02/T1 USGS Landsat 9 Collection 2 Tier 1 Raw Scenes image_collection ee.ImageCollection('LANDSAT/LC09/C02/T1') USGS 2021-10-31 2024-09-08 -180, -90, 180, 90 False c2, global, l9, landsat, lc9, oli_tirs, radiance, t1, tier1, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1 PDDL-1.0 -LANDSAT/LC09/C02/T1_L2 USGS Landsat 9 Level 2, Collection 2, Tier 1 image_collection ee.ImageCollection('LANDSAT/LC09/C02/T1_L2') USGS 2021-10-31 2024-09-06 -180, -90, 180, 90 False cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_L2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_L2 proprietary +LANDSAT/LC09/C02/T1_L2 USGS Landsat 9 Level 2, Collection 2, Tier 1 image_collection ee.ImageCollection('LANDSAT/LC09/C02/T1_L2') USGS 2021-10-31 2024-09-07 -180, -90, 180, 90 False cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_L2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_L2 proprietary LANDSAT/LC09/C02/T1_TOA USGS Landsat 9 Collection 2 Tier 1 TOA Reflectance image_collection ee.ImageCollection('LANDSAT/LC09/C02/T1_TOA') USGS/Google 2021-10-31 2024-09-08 -180, -90, 180, 90 False c2, global, landsat, toa, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T1_TOA.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_TOA PDDL-1.0 LANDSAT/LC09/C02/T2 USGS Landsat 9 Collection 2 Tier 2 Raw Scenes image_collection ee.ImageCollection('LANDSAT/LC09/C02/T2') USGS 2021-11-02 2024-09-08 -180, -90, 180, 90 False c2, global, l9, landsat, lc9, oli_tirs, radiance, t2, tier2, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2 PDDL-1.0 -LANDSAT/LC09/C02/T2_L2 USGS Landsat 9 Level 2, Collection 2, Tier 2 image_collection ee.ImageCollection('LANDSAT/LC09/C02/T2_L2') USGS 2021-10-31 2024-09-06 -180, -90, 180, 90 False cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_L2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_L2 proprietary +LANDSAT/LC09/C02/T2_L2 USGS Landsat 9 Level 2, Collection 2, Tier 2 image_collection ee.ImageCollection('LANDSAT/LC09/C02/T2_L2') USGS 2021-10-31 2024-09-07 -180, -90, 180, 90 False cfmask, cloud, fmask, global, l9sr, landsat, lasrc, lc09, lst, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_L2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_L2 proprietary LANDSAT/LC09/C02/T2_TOA USGS Landsat 9 Collection 2 Tier 2 TOA Reflectance image_collection ee.ImageCollection('LANDSAT/LC09/C02/T2_TOA') USGS/Google 2021-11-02 2024-09-08 -180, -90, 180, 90 False c2, global, l9, landsat, lc9, toa, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LC09_C02_T2_TOA.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_TOA PDDL-1.0 LANDSAT/LE07/C02/T1 USGS Landsat 7 Collection 2 Tier 1 Raw Scenes image_collection ee.ImageCollection('LANDSAT/LE07/C02/T1') USGS 1999-05-28 2024-01-19 -180, -90, 180, 90 False c2, etm, global, l7, landsat, le7, radiance, t1, tier1, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LE07_C02_T1.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T1 PDDL-1.0 LANDSAT/LE07/C02/T1_L2 USGS Landsat 7 Level 2, Collection 2, Tier 1 image_collection ee.ImageCollection('LANDSAT/LE07/C02/T1_L2') USGS 1999-05-28 2024-01-19 -180, -90, 180, 90 False cfmask, cloud, etm, fmask, global, landsat, lasrc, le07, lst, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/LANDSAT/LANDSAT_LE07_C02_T1_L2.json https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T1_L2 proprietary @@ -410,33 +410,33 @@ MODIS/006/MYD17A3HGF MYD17A3HGF.006: Aqua Net Primary Production Gap-Filled Yea MODIS/006/MYDOCGA MYDOCGA.006 Aqua Ocean Reflectance Daily Global 1km image_collection ee.ImageCollection('MODIS/006/MYDOCGA') NASA LP DAAC at the USGS EROS Center 2002-07-04 2023-02-25 -180, -90, 180, 90 False aqua, daily, global, modis, mydocga, nasa, ocean, reflectance, sr, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_006_MYDOCGA.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_006_MYDOCGA proprietary MODIS/055/MOD17A3 MOD17A3.055: Terra Net Primary Production Yearly Global 1km [deprecated] image_collection ee.ImageCollection('MODIS/055/MOD17A3') NASA LP DAAC at the USGS EROS Center 2000-01-01 2014-01-01 -180, -90, 180, 90 True global, gpp, mod17a3, modis, npp, photosynthesis, productivity, psn, terra, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_055_MOD17A3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_055_MOD17A3 proprietary MODIS/061/MCD12C1 MCD12C1.061 MODIS Land Cover Type Yearly Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MCD12C1') NASA LP DAAC at the USGS EROS Center 2001-01-01 2023-01-01 -180, -90, 180, 90 False landcover, modis, nasa, usgs, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12C1 proprietary -MODIS/061/MCD12Q1 MCD12Q1.061 MODIS Land Cover Type Yearly Global 500m image_collection ee.ImageCollection('MODIS/061/MCD12Q1') NASA LP DAAC at the USGS EROS Center 2001-01-01 2022-01-01 -180, -90, 180, 90 False landcover, modis, nasa, usgs, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12Q1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12Q1 proprietary +MODIS/061/MCD12Q1 MCD12Q1.061 MODIS Land Cover Type Yearly Global 500m image_collection ee.ImageCollection('MODIS/061/MCD12Q1') NASA LP DAAC at the USGS EROS Center 2001-01-01 2023-01-01 -180, -90, 180, 90 False landcover, modis, nasa, usgs, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12Q1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12Q1 proprietary MODIS/061/MCD12Q2 MCD12Q2.006 Land Cover Dynamics Yearly Global 500m image_collection ee.ImageCollection('MODIS/061/MCD12Q2') NASA LP DAAC at the USGS EROS Center 2001-01-01 2023-01-01 -180, -90, 180, 90 False evi, global, modis, onset_greenness, phenology, usgs, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD12Q2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD12Q2 proprietary MODIS/061/MCD15A3H MCD15A3H.061 MODIS Leaf Area Index/FPAR 4-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MCD15A3H') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-28 -180, -90, 180, 90 False 4_day, fpar, global, lai, mcd15a3h, modis, nasa, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD15A3H.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD15A3H proprietary MODIS/061/MCD18A1 MCD18A1.061 Surface Radiation Daily/3-Hour image_collection ee.ImageCollection('MODIS/061/MCD18A1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-06-01 -180, -90, 180, 90 False par, radiation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD18A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD18A1 proprietary MODIS/061/MCD18C2 MCD18C2.061 Photosynthetically Active Radiation Daily 3-Hour image_collection ee.ImageCollection('MODIS/061/MCD18C2') NASA LP DAAC at the USGS EROS Center 2002-02-24 2024-06-01 -180, -90, 180, 90 False par, radiation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD18C2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD18C2 proprietary MODIS/061/MCD19A1_GRANULES MCD19A1.061: Land Surface BRF Daily L2G Global 500m and 1km image_collection ee.ImageCollection('MODIS/061/MCD19A1_GRANULES') NASA LP DAAC at the USGS EROS Center 2000-12-21 2024-09-06 -180, -90, 180, 90 False aerosol, aod, aqua, daily, global, maiac, modis, nasa, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD19A1_GRANULES.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD19A1_GRANULES proprietary MODIS/061/MCD19A2_GRANULES MCD19A2.061: Terra & Aqua MAIAC Land Aerosol Optical Depth Daily 1km image_collection ee.ImageCollection('MODIS/061/MCD19A2_GRANULES') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-06 -180, -90, 180, 90 False aerosol, aod, aqua, daily, global, maiac, mcd19a2, modis, nasa, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD19A2_GRANULES.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD19A2_GRANULES proprietary -MODIS/061/MCD43A1 MCD43A1.061 MODIS BRDF-Albedo Model Parameters Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-29 -180, -90, 180, 90 False albedo, brdf, daily, global, mcd43a1, modis, nasa, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A1 proprietary -MODIS/061/MCD43A2 MCD43A2.061 MODIS BRDF-Albedo Quality Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A2') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-29 -180, -90, 180, 90 False albedo, brdf, daily, global, modis, nasa, quality, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A2 proprietary -MODIS/061/MCD43A3 MCD43A3.061 MODIS Albedo Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A3') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-29 -180, -90, 180, 90 False albedo, black_sky, daily, global, modis, nasa, usgs, white_sky https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A3 proprietary -MODIS/061/MCD43A4 MCD43A4.061 MODIS Nadir BRDF-Adjusted Reflectance Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A4') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-29 -180, -90, 180, 90 False albedo, brdf, daily, global, modis, nasa, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A4.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A4 proprietary -MODIS/061/MCD43C3 MCD43C3.061 BRDF/Albedo Daily L3 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MCD43C3') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-29 -180, -90, 180, 90 False albedo, black_sky, brdf, daily, global, modis, nasa, usgs, white_sky https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43C3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43C3 proprietary +MODIS/061/MCD43A1 MCD43A1.061 MODIS BRDF-Albedo Model Parameters Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-31 -180, -90, 180, 90 False albedo, brdf, daily, global, mcd43a1, modis, nasa, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A1 proprietary +MODIS/061/MCD43A2 MCD43A2.061 MODIS BRDF-Albedo Quality Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A2') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-31 -180, -90, 180, 90 False albedo, brdf, daily, global, modis, nasa, quality, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A2 proprietary +MODIS/061/MCD43A3 MCD43A3.061 MODIS Albedo Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A3') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-31 -180, -90, 180, 90 False albedo, black_sky, daily, global, modis, nasa, usgs, white_sky https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A3 proprietary +MODIS/061/MCD43A4 MCD43A4.061 MODIS Nadir BRDF-Adjusted Reflectance Daily 500m image_collection ee.ImageCollection('MODIS/061/MCD43A4') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-31 -180, -90, 180, 90 False albedo, brdf, daily, global, modis, nasa, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43A4.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43A4 proprietary +MODIS/061/MCD43C3 MCD43C3.061 BRDF/Albedo Daily L3 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MCD43C3') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-30 -180, -90, 180, 90 False albedo, black_sky, brdf, daily, global, modis, nasa, usgs, white_sky https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD43C3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD43C3 proprietary MODIS/061/MCD64A1 MCD64A1.061 MODIS Burned Area Monthly Global 500m image_collection ee.ImageCollection('MODIS/061/MCD64A1') NASA LP DAAC at the USGS EROS Center 2000-11-01 2024-07-01 -180, -90, 180, 90 False burn, change_detection, fire, geophysical, global, mcd64a1, modis, monthly, nasa, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MCD64A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MCD64A1 proprietary MODIS/061/MOD08_M3 MOD08_M3.061 Terra Atmosphere Monthly Global Product image_collection ee.ImageCollection('MODIS/061/MOD08_M3') NASA LAADS DAAC at NASA Goddard Space Flight Center 2000-02-01 2024-07-01 -180, -90, 180, 90 False atmosphere, geophysical, global, mod08, mod08_m3, modis, monthly, nasa, temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD08_M3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD08_M3 proprietary MODIS/061/MOD09A1 MOD09A1.061 Terra Surface Reflectance 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MOD09A1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-28 -180, -90, 180, 90 False 8_day, global, mod09a1, modis, nasa, sr, surface_reflectance, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09A1 proprietary -MODIS/061/MOD09CMG MOD09CMG.061 Terra Surface Reflectance Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MOD09CMG') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-05 -180, -90, 180, 90 False brightness_temperature, ozone, surface_reflectance, terra https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09CMG.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09CMG proprietary -MODIS/061/MOD09GA MOD09GA.061 Terra Surface Reflectance Daily Global 1km and 500m image_collection ee.ImageCollection('MODIS/061/MOD09GA') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-05 -180, -90, 180, 90 False daily, global, mod09ga, modis, nasa, sr, surface_reflectance, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GA.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GA proprietary -MODIS/061/MOD09GQ MOD09GQ.061 Terra Surface Reflectance Daily Global 250m image_collection ee.ImageCollection('MODIS/061/MOD09GQ') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-05 -180, -90, 180, 90 False daily, global, mod09gq, modis, nasa, sr, surface_reflectance, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GQ.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GQ proprietary +MODIS/061/MOD09CMG MOD09CMG.061 Terra Surface Reflectance Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MOD09CMG') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False brightness_temperature, ozone, surface_reflectance, terra https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09CMG.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09CMG proprietary +MODIS/061/MOD09GA MOD09GA.061 Terra Surface Reflectance Daily Global 1km and 500m image_collection ee.ImageCollection('MODIS/061/MOD09GA') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False daily, global, mod09ga, modis, nasa, sr, surface_reflectance, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GA.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GA proprietary +MODIS/061/MOD09GQ MOD09GQ.061 Terra Surface Reflectance Daily Global 250m image_collection ee.ImageCollection('MODIS/061/MOD09GQ') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False daily, global, mod09gq, modis, nasa, sr, surface_reflectance, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09GQ.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GQ proprietary MODIS/061/MOD09Q1 MOD09Q1.061 Terra Surface Reflectance 8-Day Global 250m image_collection ee.ImageCollection('MODIS/061/MOD09Q1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-28 -180, -90, 180, 90 False 8_day, global, mod09q1, modis, nasa, sr, surface_reflectance, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD09Q1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09Q1 proprietary -MODIS/061/MOD10A1 MOD10A1.061 Terra Snow Cover Daily Global 500m image_collection ee.ImageCollection('MODIS/061/MOD10A1') NASA NSIDC DAAC at CIRES 2000-02-24 2024-09-06 -180, -90, 180, 90 False albedo, daily, geophysical, global, mod10a1, modis, nasa, nsidc, snow, terra https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD10A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD10A1 proprietary -MODIS/061/MOD11A1 MOD11A1.061 Terra Land Surface Temperature and Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD11A1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-06 -180, -90, 180, 90 False daily, emissivity, global, lst, mod11a1, modis, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD11A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD11A1 proprietary +MODIS/061/MOD10A1 MOD10A1.061 Terra Snow Cover Daily Global 500m image_collection ee.ImageCollection('MODIS/061/MOD10A1') NASA NSIDC DAAC at CIRES 2000-02-24 2024-09-07 -180, -90, 180, 90 False albedo, daily, geophysical, global, mod10a1, modis, nasa, nsidc, snow, terra https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD10A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD10A1 proprietary +MODIS/061/MOD11A1 MOD11A1.061 Terra Land Surface Temperature and Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD11A1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False daily, emissivity, global, lst, mod11a1, modis, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD11A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD11A1 proprietary MODIS/061/MOD11A2 MOD11A2.061 Terra Land Surface Temperature and Emissivity 8-Day Global 1km image_collection ee.ImageCollection('MODIS/061/MOD11A2') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-28 -180, -90, 180, 90 False 8_day, emissivity, global, lst, mod11a2, modis, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD11A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD11A2 proprietary -MODIS/061/MOD13A1 MOD13A1.061 Terra Vegetation Indices 16-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MOD13A1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-07-27 -180, -90, 180, 90 False 16_day, evi, global, mod13a1, modis, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A1 proprietary -MODIS/061/MOD13A2 MOD13A2.061 Terra Vegetation Indices 16-Day Global 1km image_collection ee.ImageCollection('MODIS/061/MOD13A2') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-07-27 -180, -90, 180, 90 False 16_day, evi, global, mod13a2, modis, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A2 proprietary +MODIS/061/MOD13A1 MOD13A1.061 Terra Vegetation Indices 16-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MOD13A1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-12 -180, -90, 180, 90 False 16_day, evi, global, mod13a1, modis, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A1 proprietary +MODIS/061/MOD13A2 MOD13A2.061 Terra Vegetation Indices 16-Day Global 1km image_collection ee.ImageCollection('MODIS/061/MOD13A2') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-12 -180, -90, 180, 90 False 16_day, evi, global, mod13a2, modis, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A2 proprietary MODIS/061/MOD13A3 MOD13A3.061 Vegetation Indices Monthly L3 Global 1 km SIN Grid image_collection ee.ImageCollection('MODIS/061/MOD13A3') NASA LP DAAC at the USGS EROS Center 2000-02-01 2024-07-01 -180, -90, 180, 90 False evi, global, modis, monthly, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13A3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13A3 proprietary -MODIS/061/MOD13C1 MOD13C1.061: Terra Vegetation Indices 16-Day L3 Global 0.05 Deg Climate Modeling Grid image_collection ee.ImageCollection('MODIS/061/MOD13C1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-07-27 -180, -90, 180, 90 False global, nasa, terra, usgs, vegetation, 16_day https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13C1 proprietary -MODIS/061/MOD13Q1 MOD13Q1.061 Terra Vegetation Indices 16-Day Global 250m image_collection ee.ImageCollection('MODIS/061/MOD13Q1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-07-27 -180, -90, 180, 90 False 16_day, evi, global, mod13q1, modis, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13Q1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13Q1 proprietary +MODIS/061/MOD13C1 MOD13C1.061: Terra Vegetation Indices 16-Day L3 Global 0.05 Deg Climate Modeling Grid image_collection ee.ImageCollection('MODIS/061/MOD13C1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-12 -180, -90, 180, 90 False global, nasa, terra, usgs, vegetation, 16_day https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13C1 proprietary +MODIS/061/MOD13Q1 MOD13Q1.061 Terra Vegetation Indices 16-Day Global 250m image_collection ee.ImageCollection('MODIS/061/MOD13Q1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-12 -180, -90, 180, 90 False 16_day, evi, global, mod13q1, modis, nasa, ndvi, terra, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD13Q1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD13Q1 proprietary MODIS/061/MOD14A1 MOD14A1.061: Terra Thermal Anomalies & Fire Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD14A1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-04 -180, -90, 180, 90 False daily, fire, global, mod14a1, modis, nasa, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD14A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD14A1 proprietary MODIS/061/MOD14A2 MOD14A2.061: Terra Thermal Anomalies & Fire 8-Day Global 1km image_collection ee.ImageCollection('MODIS/061/MOD14A2') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-28 -180, -90, 180, 90 False 8_day, fire, global, mod14a2, modis, nasa, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD14A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD14A2 proprietary MODIS/061/MOD15A2H MOD15A2H.061: Terra Leaf Area Index/FPAR 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MOD15A2H') NASA LP DAAC at the USGS EROS Center 2000-02-18 2024-08-28 -180, -90, 180, 90 False 8_day, fpar, global, lai, mod15a2h, modis, nasa, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD15A2H.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD15A2H proprietary @@ -445,19 +445,19 @@ MODIS/061/MOD16A2GF MOD16A2GF.061: Terra Net Evapotranspiration Gap-Filled 8-Day MODIS/061/MOD17A2H MOD17A2H.061: Terra Gross Primary Productivity 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MOD17A2H') NASA LP DAAC at the USGS EROS Center 2021-01-01 2024-08-28 -180, -90, 180, 90 False 8_day, global, gpp, mod17a2, modis, nasa, photosynthesis, productivity, psn, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD17A2H.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD17A2H proprietary MODIS/061/MOD17A2HGF MOD17A2HGF.061: Terra Gross Primary Productivity 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MOD17A2HGF') NASA LP DAAC at the USGS EROS Center 2021-01-01 2023-12-27 -180, -90, 180, 90 False 8_day, global, gpp, modis, nasa, photosynthesis, productivity, psn, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD17A2HGF.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD17A2HGF proprietary MODIS/061/MOD17A3HGF MOD17A3HGF.061: Terra Net Primary Production Gap-Filled Yearly Global 500m image_collection ee.ImageCollection('MODIS/061/MOD17A3HGF') NASA LP DAAC at the USGS EROS Center 2001-01-01 2023-01-01 -180, -90, 180, 90 False global, gpp, nasa, npp, photosynthesis, productivity, psn, terra, usgs, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD17A3HGF.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD17A3HGF proprietary -MODIS/061/MOD21A1D MOD21A1D.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD21A1D') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-05 -180, -90, 180, 90 False daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1D.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1D proprietary -MODIS/061/MOD21A1N MOD21A1N.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD21A1N') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-06 -180, -90, 180, 90 False daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1N.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1N proprietary -MODIS/061/MOD21C1 MOD21C1.061 Terra Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MOD21C1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-06 -180, -90, 180, 90 False daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21C1 proprietary +MODIS/061/MOD21A1D MOD21A1D.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD21A1D') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1D.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1D proprietary +MODIS/061/MOD21A1N MOD21A1N.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MOD21A1N') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21A1N.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21A1N proprietary +MODIS/061/MOD21C1 MOD21C1.061 Terra Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MOD21C1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False daily, emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21C1 proprietary MODIS/061/MOD21C2 MOD21C2.061 Terra Land Surface Temperature and 3-Band Emissivity 8-Day L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MOD21C2') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-28 -180, -90, 180, 90 False emissivity, global, lst, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21C2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21C2 proprietary MODIS/061/MOD21C3 MOD21C3.061 Terra Land Surface Temperature and 3-Band Emissivity Monthly L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MOD21C3') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-07-01 -180, -90, 180, 90 False emissivity, global, lst, monthly, nasa, surface_temperature, terra, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MOD21C3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD21C3 proprietary MODIS/061/MYD08_M3 MYD08_M3.061 Aqua Atmosphere Monthly Global Product image_collection ee.ImageCollection('MODIS/061/MYD08_M3') NASA LAADS DAAC at NASA Goddard Space Flight Center 2002-07-01 2024-07-01 -180, -90, 180, 90 False aqua, atmosphere, geophysical, global, modis, monthly, myd08, myd08_m3, nasa, temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD08_M3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD08_M3 proprietary MODIS/061/MYD09A1 MYD09A1.061 Aqua Surface Reflectance 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MYD09A1') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-28 -180, -90, 180, 90 False 8_day, aqua, global, modis, myd09a1, nasa, sr, surface_reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09A1 proprietary -MODIS/061/MYD09CMG MYD09CMG.061 Aqua Surface Reflectance Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MYD09CMG') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-05 -180, -90, 180, 90 False brightness_temperature, ozone, surface_reflectance, aqua https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09CMG.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09CMG proprietary -MODIS/061/MYD09GA MYD09GA.061 Aqua Surface Reflectance Daily Global 1km and 500m image_collection ee.ImageCollection('MODIS/061/MYD09GA') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-05 -180, -90, 180, 90 False aqua, daily, global, modis, myd09ga, nasa, sr, surface_reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09GA.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09GA proprietary -MODIS/061/MYD09GQ MYD09GQ.061 Aqua Surface Reflectance Daily Global 250m image_collection ee.ImageCollection('MODIS/061/MYD09GQ') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-05 -180, -90, 180, 90 False aqua, daily, global, modis, myd09gq, nasa, sr, surface_reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09GQ.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09GQ proprietary +MODIS/061/MYD09CMG MYD09CMG.061 Aqua Surface Reflectance Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MYD09CMG') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-07 -180, -90, 180, 90 False brightness_temperature, ozone, surface_reflectance, aqua https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09CMG.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09CMG proprietary +MODIS/061/MYD09GA MYD09GA.061 Aqua Surface Reflectance Daily Global 1km and 500m image_collection ee.ImageCollection('MODIS/061/MYD09GA') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-07 -180, -90, 180, 90 False aqua, daily, global, modis, myd09ga, nasa, sr, surface_reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09GA.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09GA proprietary +MODIS/061/MYD09GQ MYD09GQ.061 Aqua Surface Reflectance Daily Global 250m image_collection ee.ImageCollection('MODIS/061/MYD09GQ') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-07 -180, -90, 180, 90 False aqua, daily, global, modis, myd09gq, nasa, sr, surface_reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09GQ.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09GQ proprietary MODIS/061/MYD09Q1 MYD09Q1.061 Aqua Surface Reflectance 8-Day Global 250m image_collection ee.ImageCollection('MODIS/061/MYD09Q1') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-28 -180, -90, 180, 90 False 8_day, aqua, global, modis, myd09q1, nasa, sr, surface_reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD09Q1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09Q1 proprietary -MODIS/061/MYD10A1 MYD10A1.061 Aqua Snow Cover Daily Global 500m image_collection ee.ImageCollection('MODIS/061/MYD10A1') NASA NSIDC DAAC at CIRES 2002-07-04 2024-09-06 -180, -90, 180, 90 False albedo, aqua, daily, geophysical, global, modis, myd10a1, nasa, nsidc, snow https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD10A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD10A1 proprietary -MODIS/061/MYD11A1 MYD11A1.061 Aqua Land Surface Temperature and Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MYD11A1') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-06 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, modis, myd11a1, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD11A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD11A1 proprietary +MODIS/061/MYD10A1 MYD10A1.061 Aqua Snow Cover Daily Global 500m image_collection ee.ImageCollection('MODIS/061/MYD10A1') NASA NSIDC DAAC at CIRES 2002-07-04 2024-09-07 -180, -90, 180, 90 False albedo, aqua, daily, geophysical, global, modis, myd10a1, nasa, nsidc, snow https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD10A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD10A1 proprietary +MODIS/061/MYD11A1 MYD11A1.061 Aqua Land Surface Temperature and Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MYD11A1') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-09-07 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, modis, myd11a1, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD11A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD11A1 proprietary MODIS/061/MYD11A2 MYD11A2.061 Aqua Land Surface Temperature and Emissivity 8-Day Global 1km image_collection ee.ImageCollection('MODIS/061/MYD11A2') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-28 -180, -90, 180, 90 False 8_day, aqua, emissivity, global, lst, modis, myd11a2, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD11A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD11A2 proprietary MODIS/061/MYD13A1 MYD13A1.061 Aqua Vegetation Indices 16-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MYD13A1') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-20 -180, -90, 180, 90 False 16_day, aqua, evi, global, modis, myd13a1, nasa, ndvi, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD13A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD13A1 proprietary MODIS/061/MYD13A2 MYD13A2.061 Aqua Vegetation Indices 16-Day Global 1km image_collection ee.ImageCollection('MODIS/061/MYD13A2') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-20 -180, -90, 180, 90 False 16_day, aqua, evi, global, modis, myd13a2, nasa, ndvi, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD13A2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD13A2 proprietary @@ -469,9 +469,9 @@ MODIS/061/MYD14A2 MYD14A2.061: Aqua Thermal Anomalies & Fire 8-Day Global 1km im MODIS/061/MYD15A2H MYD15A2H.061: Aqua Leaf Area Index/FPAR 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MYD15A2H') NASA LP DAAC at the USGS EROS Center 2002-07-04 2024-08-28 -180, -90, 180, 90 False 8_day, aqua, fpar, global, lai, modis, myd15a2h, nasa, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD15A2H.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD15A2H proprietary MODIS/061/MYD17A2H MYD17A2H.061: Aqua Gross Primary Productivity 8-Day Global 500m image_collection ee.ImageCollection('MODIS/061/MYD17A2H') NASA LP DAAC at the USGS EROS Center 2021-01-01 2024-08-28 -180, -90, 180, 90 False 8_day, aqua, global, gpp, modis, myd17a2, nasa, photosynthesis, productivity, psn, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD17A2H.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD17A2H proprietary MODIS/061/MYD17A3HGF MYD17A3HGF.061: Aqua Net Primary Production Gap-Filled Yearly Global 500m image_collection ee.ImageCollection('MODIS/061/MYD17A3HGF') NASA LP DAAC at the USGS EROS Center 2001-01-01 2023-01-01 -180, -90, 180, 90 False aqua, global, gpp, nasa, npp, photosynthesis, productivity, psn, usgs, yearly https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD17A3HGF.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD17A3HGF proprietary -MODIS/061/MYD21A1D MYD21A1D.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MYD21A1D') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-05 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21A1D.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21A1D proprietary -MODIS/061/MYD21A1N MYD21A1N.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MYD21A1N') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-06 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21A1N.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21A1N proprietary -MODIS/061/MYD21C1 MYD21C1.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MYD21C1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-06 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21C1 proprietary +MODIS/061/MYD21A1D MYD21A1D.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MYD21A1D') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21A1D.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21A1D proprietary +MODIS/061/MYD21A1N MYD21A1N.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily Global 1km image_collection ee.ImageCollection('MODIS/061/MYD21A1N') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21A1N.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21A1N proprietary +MODIS/061/MYD21C1 MYD21C1.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MYD21C1') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-09-07 -180, -90, 180, 90 False aqua, daily, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21C1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21C1 proprietary MODIS/061/MYD21C2 MYD21C2.061 Aqua Land Surface Temperature and 3-Band Emissivity 8-Day L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MYD21C2') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-08-28 -180, -90, 180, 90 False aqua, emissivity, global, lst, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21C2.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21C2 proprietary MODIS/061/MYD21C3 MYD21C3.061 Aqua Land Surface Temperature and 3-Band Emissivity Monthly L3 Global 0.05 Deg CMG image_collection ee.ImageCollection('MODIS/061/MYD21C3') NASA LP DAAC at the USGS EROS Center 2000-02-24 2024-07-01 -180, -90, 180, 90 False aqua, emissivity, global, lst, monthly, nasa, surface_temperature, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_061_MYD21C3.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD21C3 proprietary MODIS/MCD43A1 MCD43A1.005 BRDF-Albedo Model Parameters 16-Day L3 Global 500m [deprecated] image_collection ee.ImageCollection('MODIS/MCD43A1') NASA LP DAAC at the USGS EROS Center 2000-02-18 2017-03-14 -180, -90, 180, 90 True 16_day, albedo, brdf, global, mcd43a1, modis, reflectance, usgs https://storage.googleapis.com/earthengine-stac/catalog/MODIS/MODIS_MCD43A1.json https://developers.google.com/earth-engine/datasets/catalog/MODIS_MCD43A1 proprietary @@ -534,9 +534,9 @@ NASA/EMIT/L2B/CH4ENH Earth Surface Mineral Dust Source Investigation- Methane En NASA/EMIT/L2B/CH4PLM Earth Surface Mineral Dust Source Investigation- Methane Plume Complexes image_collection ee.ImageCollection('NASA/EMIT/L2B/CH4PLM') NASA Jet Propulsion Laboratory 2022-08-10 2024-07-28 -180, -90, 180, 90 False daily, emit, nasa, methane https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_EMIT_L2B_CH4PLM.json https://developers.google.com/earth-engine/datasets/catalog/NASA_EMIT_L2B_CH4PLM proprietary NASA/FLDAS/NOAH01/C/GL/M/V001 FLDAS: Famine Early Warning Systems Network (FEWS NET) Land Data Assimilation System image_collection ee.ImageCollection('NASA/FLDAS/NOAH01/C/GL/M/V001') NASA GES DISC at NASA Goddard Space Flight Center 1982-01-01 2024-07-01 -180, -60, 180, 90 False climate, evapotranspiration, famine, fldas, humidity, ldas, monthly, nasa, runoff, snow, soil_moisture, soil_temperature, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_FLDAS_NOAH01_C_GL_M_V001.json https://developers.google.com/earth-engine/datasets/catalog/NASA_FLDAS_NOAH01_C_GL_M_V001 proprietary NASA/GDDP-CMIP6 NEX-GDDP-CMIP6: NASA Earth Exchange Global Daily Downscaled Climate Projections image_collection ee.ImageCollection('NASA/GDDP-CMIP6') NASA / Climate Analytics Group 1950-01-01 2100-12-31 -180, -90, 180, 90 False cag, climate, gddp, geophysical, nasa, nex, precipitation, temperature https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GDDP-CMIP6.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GDDP-CMIP6 various -NASA/GEOS-CF/v1/fcst/htf GEOS-CF fcst htf v1: Goddard Earth Observing System Composition Forecast image_collection ee.ImageCollection('NASA/GEOS-CF/v1/fcst/htf') NASA / GMAO 2022-10-01 2024-09-07 -180, -90, 180, 90 False composition, forecast, geos, gmao, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_htf.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_htf proprietary +NASA/GEOS-CF/v1/fcst/htf GEOS-CF fcst htf v1: Goddard Earth Observing System Composition Forecast image_collection ee.ImageCollection('NASA/GEOS-CF/v1/fcst/htf') NASA / GMAO 2022-10-01 2024-09-08 -180, -90, 180, 90 False composition, forecast, geos, gmao, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_htf.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_htf proprietary NASA/GEOS-CF/v1/fcst/tavg1hr GEOS-CF fcst tavg1hr v1: Goddard Earth Observing System Composition Forecast image_collection ee.ImageCollection('NASA/GEOS-CF/v1/fcst/tavg1hr') NASA / GMAO 2022-10-01 2024-09-07 -180, -90, 180, 90 False composition, forecast, geos, gmao, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_fcst_tavg1hr.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_fcst_tavg1hr proprietary -NASA/GEOS-CF/v1/rpl/htf GEOS-CF rpl htf v1: Goddard Earth Observing System Composition Forecast image_collection ee.ImageCollection('NASA/GEOS-CF/v1/rpl/htf') NASA / GMAO 2018-01-01 2024-09-07 -180, -90, 180, 90 False composition, forecast, geos, gmao, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_htf.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_htf proprietary +NASA/GEOS-CF/v1/rpl/htf GEOS-CF rpl htf v1: Goddard Earth Observing System Composition Forecast image_collection ee.ImageCollection('NASA/GEOS-CF/v1/rpl/htf') NASA / GMAO 2018-01-01 2024-09-08 -180, -90, 180, 90 False composition, forecast, geos, gmao, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_htf.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_htf proprietary NASA/GEOS-CF/v1/rpl/tavg1hr GEOS-CF rpl tavg1hr v1: Goddard Earth Observing System Composition Forecast image_collection ee.ImageCollection('NASA/GEOS-CF/v1/rpl/tavg1hr') NASA / GMAO 2018-01-01 2024-09-07 -180, -90, 180, 90 False composition, forecast, geos, gmao, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GEOS-CF_v1_rpl_tavg1hr.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GEOS-CF_v1_rpl_tavg1hr proprietary NASA/GIMMS/3GV0 GIMMS NDVI From AVHRR Sensors (3rd Generation) image_collection ee.ImageCollection('NASA/GIMMS/3GV0') NASA/NOAA 1981-07-01 2013-12-16 -180, -90, 180, 90 False avhrr, gimms, nasa, ndvi, noaa, vegetation https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GIMMS_3GV0.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GIMMS_3GV0 proprietary NASA/GLDAS/V021/NOAH/G025/T3H GLDAS-2.1: Global Land Data Assimilation System image_collection ee.ImageCollection('NASA/GLDAS/V021/NOAH/G025/T3H') NASA GES DISC at NASA Goddard Space Flight Center 2000-01-01 2024-08-18 -180, -90, 180, 90 False 3_hourly, climate, evaporation, forcing, geophysical, gldas, humidity, ldas, nasa, precipitation, pressure, radiation, soil, soil_moisture, surface, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GLDAS_V021_NOAH_G025_T3H.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GLDAS_V021_NOAH_G025_T3H proprietary @@ -561,16 +561,16 @@ NASA/GSFC/MERRA/flx/2 MERRA-2 M2T1NXFLX: Surface Flux Diagnostics V5.12.4 image_ NASA/GSFC/MERRA/lnd/2 MERRA-2 M2T1NXLND: Land Surface Diagnostics V5.12.4 image_collection ee.ImageCollection('NASA/GSFC/MERRA/lnd/2') NASA/MERRA 1980-01-01 2024-08-01 -180, -90, 180, 90 False evaporation, ice, merra, temperature https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GSFC_MERRA_lnd_2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_lnd_2 proprietary NASA/GSFC/MERRA/rad/2 MERRA-2 M2T1NXRAD: Radiation Diagnostics V5.12.4 image_collection ee.ImageCollection('NASA/GSFC/MERRA/rad/2') NASA/MERRA 1980-01-01 2024-08-01 -180, -90, 180, 90 False albedo, emissivity, merra, shortwave, temperature https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GSFC_MERRA_rad_2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_rad_2 proprietary NASA/GSFC/MERRA/slv/2 MERRA-2 M2T1NXSLV: Single-Level Diagnostics V5.12.4 image_collection ee.ImageCollection('NASA/GSFC/MERRA/slv/2') NASA/MERRA 1980-01-01 2024-08-01 -180, -90, 180, 90 False condensation, humidity, merra, nasa, omega, pressure, slv, temperature, vapor, water, wind https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_GSFC_MERRA_slv_2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_slv_2 proprietary -NASA/HLS/HLSL30/v002 HLSL30: HLS-2 Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m image_collection ee.ImageCollection('NASA/HLS/HLSL30/v002') NASA LP DAAC 2013-04-11 2024-09-05 -180, -90, 180, 90 False landsat, nasa, sentinel, usgs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_HLS_HLSL30_v002.json https://developers.google.com/earth-engine/datasets/catalog/NASA_HLS_HLSL30_v002 proprietary +NASA/HLS/HLSL30/v002 HLSL30: HLS-2 Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m image_collection ee.ImageCollection('NASA/HLS/HLSL30/v002') NASA LP DAAC 2013-04-11 2024-09-06 -180, -90, 180, 90 False landsat, nasa, sentinel, usgs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_HLS_HLSL30_v002.json https://developers.google.com/earth-engine/datasets/catalog/NASA_HLS_HLSL30_v002 proprietary NASA/JPL/global_forest_canopy_height_2005 Global Forest Canopy Height, 2005 image ee.Image('NASA/JPL/global_forest_canopy_height_2005') NASA/JPL 2005-05-20 2005-06-23 -180, -90, 180, 90 False canopy, forest, geophysical, glas, jpl, nasa https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_JPL_global_forest_canopy_height_2005.json https://developers.google.com/earth-engine/datasets/catalog/NASA_JPL_global_forest_canopy_height_2005 proprietary -NASA/LANCE/NOAA20_VIIRS/C2 VJ114IMGTDL_NRT Daily Raster: VIIRS (NOAA-20) Band 375m Active Fire image_collection ee.ImageCollection('NASA/LANCE/NOAA20_VIIRS/C2') NASA / LANCE / NOAA20_VIIRS 2023-10-08 2024-09-06 -180, -90, 180, 90 False eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_NOAA20_VIIRS_C2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_NOAA20_VIIRS_C2 proprietary -NASA/LANCE/SNPP_VIIRS/C2 VNP14IMGTDL_NRT Daily Raster: VIIRS (S-NPP) Band 375m Active Fire image_collection ee.ImageCollection('NASA/LANCE/SNPP_VIIRS/C2') NASA / LANCE / SNPP_VIIRS 2023-09-03 2024-09-06 -180, -90, 180, 90 False eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_SNPP_VIIRS_C2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_SNPP_VIIRS_C2 proprietary +NASA/LANCE/NOAA20_VIIRS/C2 VJ114IMGTDL_NRT Daily Raster: VIIRS (NOAA-20) Band 375m Active Fire image_collection ee.ImageCollection('NASA/LANCE/NOAA20_VIIRS/C2') NASA / LANCE / NOAA20_VIIRS 2023-10-08 2024-09-07 -180, -90, 180, 90 False eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_NOAA20_VIIRS_C2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_NOAA20_VIIRS_C2 proprietary +NASA/LANCE/SNPP_VIIRS/C2 VNP14IMGTDL_NRT Daily Raster: VIIRS (S-NPP) Band 375m Active Fire image_collection ee.ImageCollection('NASA/LANCE/SNPP_VIIRS/C2') NASA / LANCE / SNPP_VIIRS 2023-09-03 2024-09-07 -180, -90, 180, 90 False eosdis, fire, firms, geophysical, hotspot, lance, modis, nasa, thermal, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_LANCE_SNPP_VIIRS_C2.json https://developers.google.com/earth-engine/datasets/catalog/NASA_LANCE_SNPP_VIIRS_C2 proprietary NASA/MEASURES/GFCC/TC/v3 Global Forest Cover Change (GFCC) Tree Cover Multi-Year Global 30m image_collection ee.ImageCollection('NASA/MEASURES/GFCC/TC/v3') NASA LP DAAC at the USGS EROS Center 2000-01-01 2015-01-01 -180, -90, 180, 90 False forest, glcf, landsat_derived, nasa, umd https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_MEASURES_GFCC_TC_v3.json https://developers.google.com/earth-engine/datasets/catalog/NASA_MEASURES_GFCC_TC_v3 proprietary NASA/NASADEM_HGT/001 NASADEM: NASA NASADEM Digital Elevation 30m image ee.Image('NASA/NASADEM_HGT/001') NASA / USGS / JPL-Caltech 2000-02-11 2000-02-22 -180, -56, 180, 60 False dem, elevation, geophysical, nasa, nasadem, srtm, topography, usgs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NASADEM_HGT_001.json https://developers.google.com/earth-engine/datasets/catalog/NASA_NASADEM_HGT_001 proprietary NASA/NEX-DCP30 NEX-DCP30: NASA Earth Exchange Downscaled Climate Projections image_collection ee.ImageCollection('NASA/NEX-DCP30') NASA / Climate Analytics Group 1950-01-01 2099-12-01 -125.03, 24.07, -66.47, 53.74 False cag, climate, cmip5, geophysical, nasa, nex, precipitation, temperature https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NEX-DCP30.json https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-DCP30 proprietary NASA/NEX-DCP30_ENSEMBLE_STATS NEX-DCP30: Ensemble Stats for NASA Earth Exchange Downscaled Climate Projections image_collection ee.ImageCollection('NASA/NEX-DCP30_ENSEMBLE_STATS') NASA / Climate Analytics Group 1950-01-01 2099-12-01 -125.03, 24.07, -66.47, 49.93 False cag, climate, cmip5, geophysical, nasa, nex, precipitation, temperature https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NEX-DCP30_ENSEMBLE_STATS.json https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-DCP30_ENSEMBLE_STATS proprietary NASA/NEX-GDDP NEX-GDDP: NASA Earth Exchange Global Daily Downscaled Climate Projections image_collection ee.ImageCollection('NASA/NEX-GDDP') NASA / Climate Analytics Group 1950-01-01 2100-12-31 -180, -90, 180, 90 False cag, climate, cmip5, gddp, geophysical, nasa, nex, precipitation, temperature https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NEX-GDDP.json https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-GDDP proprietary -NASA/NLDAS/FORA0125_H002 NLDAS-2: North American Land Data Assimilation System Forcing Fields image_collection ee.ImageCollection('NASA/NLDAS/FORA0125_H002') NASA GES DISC at NASA Goddard Space Flight Center 1979-01-01 2024-09-04 -125.15, 24.85, -66.85, 53.28 False climate, evaporation, forcing, geophysical, hourly, humidity, ldas, nasa, nldas, precipitation, pressure, radiation, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NLDAS_FORA0125_H002.json https://developers.google.com/earth-engine/datasets/catalog/NASA_NLDAS_FORA0125_H002 proprietary +NASA/NLDAS/FORA0125_H002 NLDAS-2: North American Land Data Assimilation System Forcing Fields image_collection ee.ImageCollection('NASA/NLDAS/FORA0125_H002') NASA GES DISC at NASA Goddard Space Flight Center 1979-01-01 2024-09-05 -125.15, 24.85, -66.85, 53.28 False climate, evaporation, forcing, geophysical, hourly, humidity, ldas, nasa, nldas, precipitation, pressure, radiation, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_NLDAS_FORA0125_H002.json https://developers.google.com/earth-engine/datasets/catalog/NASA_NLDAS_FORA0125_H002 proprietary NASA/OCEANDATA/MODIS-Aqua/L3SMI Ocean Color SMI: Standard Mapped Image MODIS Aqua Data image_collection ee.ImageCollection('NASA/OCEANDATA/MODIS-Aqua/L3SMI') NASA OB.DAAC at NASA Goddard Space Flight Center 2002-07-03 2022-02-28 -180, -90, 180, 90 False biology, chlorophyll, climate, modis, nasa, ocean, oceandata, reflectance, sst, temperature, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_OCEANDATA_MODIS-Aqua_L3SMI.json https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_MODIS-Aqua_L3SMI proprietary NASA/OCEANDATA/MODIS-Terra/L3SMI Ocean Color SMI: Standard Mapped Image MODIS Terra Data image_collection ee.ImageCollection('NASA/OCEANDATA/MODIS-Terra/L3SMI') NASA OB.DAAC at NASA Goddard Space Flight Center 2000-02-24 2022-02-28 -180, -90, 180, 90 False biology, chlorophyll, climate, modis, nasa, ocean, oceandata, reflectance, sst, temperature, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_OCEANDATA_MODIS-Terra_L3SMI.json https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_MODIS-Terra_L3SMI proprietary NASA/OCEANDATA/SeaWiFS/L3SMI Ocean Color SMI: Standard Mapped Image SeaWiFS Data image_collection ee.ImageCollection('NASA/OCEANDATA/SeaWiFS/L3SMI') NASA OB.DAAC at NASA Goddard Space Flight Center 1997-09-04 2010-12-10 -180, -90, 180, 90 False biology, chlorophyll, climate, nasa, ocean, oceandata, reflectance, seawifs, temperature, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_OCEANDATA_SeaWiFS_L3SMI.json https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_SeaWiFS_L3SMI proprietary @@ -578,21 +578,21 @@ NASA/ORNL/DAYMET_V3 Daymet V3: Daily Surface Weather and Climatological Summarie NASA/ORNL/DAYMET_V4 Daymet V4: Daily Surface Weather and Climatological Summaries image_collection ee.ImageCollection('NASA/ORNL/DAYMET_V4') NASA ORNL DAAC at Oak Ridge National Laboratory 1980-01-01 2023-12-31 -150.8, 1.6, -1.1, 84 False climate, daily, daylight, daymet, flux, geophysical, nasa, ornl, precipitation, radiation, snow, temperature, vapor, water, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_ORNL_DAYMET_V4.json https://developers.google.com/earth-engine/datasets/catalog/NASA_ORNL_DAYMET_V4 proprietary NASA/ORNL/biomass_carbon_density/v1 Global Aboveground and Belowground Biomass Carbon Density Maps image_collection ee.ImageCollection('NASA/ORNL/biomass_carbon_density/v1') NASA ORNL DAAC at Oak Ridge National Laboratory 2010-01-01 2010-12-31 -180, -61.1, 180, 84 False aboveground, belowground, biomass, carbon, density, forest, nasa, ornl, vegetation https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_ORNL_biomass_carbon_density_v1.json https://developers.google.com/earth-engine/datasets/catalog/NASA_ORNL_biomass_carbon_density_v1 proprietary NASA/SMAP/SPL3SMP_E/005 SPL3SMP_E.005 SMAP L3 Radiometer Global Daily 9 km Soil Moisture image_collection ee.ImageCollection('NASA/SMAP/SPL3SMP_E/005') Google and NSIDC 2015-03-31 2023-12-03 -180, -84, 180, 84 False drought, nasa, smap, soil_moisture, surface, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL3SMP_E_005.json https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL3SMP_E_005 proprietary -NASA/SMAP/SPL3SMP_E/006 SPL3SMP_E.006 SMAP L3 Radiometer Global Daily 9 km Soil Moisture image_collection ee.ImageCollection('NASA/SMAP/SPL3SMP_E/006') Google and NSIDC 2023-12-04 2024-09-05 -180, -84, 180, 84 False drought, nasa, smap, soil_moisture, surface, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL3SMP_E_006.json https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL3SMP_E_006 proprietary -NASA/SMAP/SPL4SMGP/007 SPL4SMGP.007 SMAP L4 Global 3-hourly 9-km Surface and Root Zone Soil Moisture image_collection ee.ImageCollection('NASA/SMAP/SPL4SMGP/007') Google and NSIDC 2015-03-31 2024-09-05 -180, -84, 180, 84 False drought, nasa, smap, soil_moisture, surface, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL4SMGP_007.json https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL4SMGP_007 proprietary -NASA/VIIRS/002/VNP09GA VNP09GA: VIIRS Surface Reflectance Daily 500m and 1km image_collection ee.ImageCollection('NASA/VIIRS/002/VNP09GA') NASA Land SIPS 2012-01-19 2024-09-06 -180, -90, 180, 90 False daily, nasa, noaa, npp, reflectance, sr, viirs, vnp09ga https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP09GA.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP09GA proprietary +NASA/SMAP/SPL3SMP_E/006 SPL3SMP_E.006 SMAP L3 Radiometer Global Daily 9 km Soil Moisture image_collection ee.ImageCollection('NASA/SMAP/SPL3SMP_E/006') Google and NSIDC 2023-12-04 2024-09-06 -180, -84, 180, 84 False drought, nasa, smap, soil_moisture, surface, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL3SMP_E_006.json https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL3SMP_E_006 proprietary +NASA/SMAP/SPL4SMGP/007 SPL4SMGP.007 SMAP L4 Global 3-hourly 9-km Surface and Root Zone Soil Moisture image_collection ee.ImageCollection('NASA/SMAP/SPL4SMGP/007') Google and NSIDC 2015-03-31 2024-09-06 -180, -84, 180, 84 False drought, nasa, smap, soil_moisture, surface, weather https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_SMAP_SPL4SMGP_007.json https://developers.google.com/earth-engine/datasets/catalog/NASA_SMAP_SPL4SMGP_007 proprietary +NASA/VIIRS/002/VNP09GA VNP09GA: VIIRS Surface Reflectance Daily 500m and 1km image_collection ee.ImageCollection('NASA/VIIRS/002/VNP09GA') NASA Land SIPS 2012-01-19 2024-09-07 -180, -90, 180, 90 False daily, nasa, noaa, npp, reflectance, sr, viirs, vnp09ga https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP09GA.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP09GA proprietary NASA/VIIRS/002/VNP09H1 VNP09H1: VIIRS Surface Reflectance 8-Day L3 Global 500m image_collection ee.ImageCollection('NASA/VIIRS/002/VNP09H1') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-08-20 -180, -90, 180, 90 False daily, nasa, noaa, npp, reflectance, sr, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP09H1.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP09H1 proprietary NASA/VIIRS/002/VNP13A1 VNP13A1.002: VIIRS Vegetation Indices 16-Day 500m image_collection ee.ImageCollection('NASA/VIIRS/002/VNP13A1') NASA LP DAAC at the USGS EROS Center 2012-01-17 2024-08-20 -180, -90, 180, 90 False 16_day, evi, nasa, ndvi, noaa, npp, vegetation, viirs, vnp13a1 https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP13A1.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP13A1 proprietary -NASA/VIIRS/002/VNP14A1 VNP14A1.002: Thermal Anomalies/Fire Daily L3 Global 1km SIN Grid image_collection ee.ImageCollection('NASA/VIIRS/002/VNP14A1') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-09-06 -180, -90, 180, 90 False fire, land, nasa, noaa, surface, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP14A1.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP14A1 proprietary +NASA/VIIRS/002/VNP14A1 VNP14A1.002: Thermal Anomalies/Fire Daily L3 Global 1km SIN Grid image_collection ee.ImageCollection('NASA/VIIRS/002/VNP14A1') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-09-07 -180, -90, 180, 90 False fire, land, nasa, noaa, surface, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP14A1.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP14A1 proprietary NASA/VIIRS/002/VNP15A2H VNP15A2H: LAI/FPAR 8-Day L4 Global 500m SIN Grid image_collection ee.ImageCollection('NASA/VIIRS/002/VNP15A2H') NASA LP DAAC at the USGS EROS Center 2012-01-17 2024-08-20 -180, -90, 180, 90 False land, nasa, noaa, surface, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP15A2H.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP15A2H proprietary -NASA/VIIRS/002/VNP21A1D VNP21A1D.002: Day Land Surface Temperature and Emissivity Daily 1km image_collection ee.ImageCollection('NASA/VIIRS/002/VNP21A1D') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-09-06 -180, -90, 180, 90 False daily, day, land, nasa, noaa, surface, temperature, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP21A1D.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D proprietary -NASA/VIIRS/002/VNP21A1N VNP21A1N.002: Night Land Surface Temperature and Emissivity Daily 1km image_collection ee.ImageCollection('NASA/VIIRS/002/VNP21A1N') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-09-06 -180, -90, 180, 90 False daily, land, nasa, night, noaa, surface, temperature, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP21A1N.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1N proprietary +NASA/VIIRS/002/VNP21A1D VNP21A1D.002: Day Land Surface Temperature and Emissivity Daily 1km image_collection ee.ImageCollection('NASA/VIIRS/002/VNP21A1D') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-09-07 -180, -90, 180, 90 False daily, day, land, nasa, noaa, surface, temperature, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP21A1D.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D proprietary +NASA/VIIRS/002/VNP21A1N VNP21A1N.002: Night Land Surface Temperature and Emissivity Daily 1km image_collection ee.ImageCollection('NASA/VIIRS/002/VNP21A1N') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-09-07 -180, -90, 180, 90 False daily, land, nasa, night, noaa, surface, temperature, viirs https://storage.googleapis.com/earthengine-stac/catalog/NASA/NASA_VIIRS_002_VNP21A1N.json https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1N proprietary NASA_USDA/HSL/SMAP10KM_soil_moisture NASA-USDA Enhanced SMAP Global Soil Moisture Data [deprecated] image_collection ee.ImageCollection('NASA_USDA/HSL/SMAP10KM_soil_moisture') NASA GSFC 2015-04-02 2022-08-02 -180, -60, 180, 90 True geophysical, hsl, nasa, smap, soil, soil_moisture, usda https://storage.googleapis.com/earthengine-stac/catalog/NASA_USDA/NASA_USDA_HSL_SMAP10KM_soil_moisture.json https://developers.google.com/earth-engine/datasets/catalog/NASA_USDA_HSL_SMAP10KM_soil_moisture proprietary NASA_USDA/HSL/SMAP_soil_moisture NASA-USDA SMAP Global Soil Moisture Data [deprecated] image_collection ee.ImageCollection('NASA_USDA/HSL/SMAP_soil_moisture') NASA GSFC 2015-04-02 2020-12-31 -180, -60, 180, 90 True geophysical, hsl, nasa, smap, soil, soil_moisture, usda https://storage.googleapis.com/earthengine-stac/catalog/NASA_USDA/NASA_USDA_HSL_SMAP_soil_moisture.json https://developers.google.com/earth-engine/datasets/catalog/NASA_USDA_HSL_SMAP_soil_moisture proprietary NASA_USDA/HSL/soil_moisture NASA-USDA Global Soil Moisture Data [deprecated] image_collection ee.ImageCollection('NASA_USDA/HSL/soil_moisture') NASA GSFC 2010-01-13 2020-12-31 -180, -60, 180, 90 True geophysical, hsl, nasa, smos, soil, soil_moisture, usda https://storage.googleapis.com/earthengine-stac/catalog/NASA_USDA/NASA_USDA_HSL_soil_moisture.json https://developers.google.com/earth-engine/datasets/catalog/NASA_USDA_HSL_soil_moisture proprietary -NCEP_RE/sea_level_pressure NCEP/NCAR Reanalysis Data, Sea-Level Pressure image_collection ee.ImageCollection('NCEP_RE/sea_level_pressure') NCEP 1948-01-01 2024-09-05 -180, -90, 180, 90 False atmosphere, climate, geophysical, ncep, noaa, pressure, reanalysis https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_sea_level_pressure.json https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_sea_level_pressure proprietary -NCEP_RE/surface_temp NCEP/NCAR Reanalysis Data, Surface Temperature image_collection ee.ImageCollection('NCEP_RE/surface_temp') NCEP 1948-01-01 2024-09-05 -180, -90, 180, 90 False atmosphere, climate, geophysical, ncep, noaa, reanalysis, temperature https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_temp.json https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_temp proprietary -NCEP_RE/surface_wv NCEP/NCAR Reanalysis Data, Water Vapor image_collection ee.ImageCollection('NCEP_RE/surface_wv') NCEP 1948-01-01 2024-09-05 -180, -90, 180, 90 False atmosphere, climate, geophysical, ncep, noaa, precipitable, reanalysis, vapor https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_wv.json https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_wv proprietary +NCEP_RE/sea_level_pressure NCEP/NCAR Reanalysis Data, Sea-Level Pressure image_collection ee.ImageCollection('NCEP_RE/sea_level_pressure') NCEP 1948-01-01 2024-09-06 -180, -90, 180, 90 False atmosphere, climate, geophysical, ncep, noaa, pressure, reanalysis https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_sea_level_pressure.json https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_sea_level_pressure proprietary +NCEP_RE/surface_temp NCEP/NCAR Reanalysis Data, Surface Temperature image_collection ee.ImageCollection('NCEP_RE/surface_temp') NCEP 1948-01-01 2024-09-06 -180, -90, 180, 90 False atmosphere, climate, geophysical, ncep, noaa, reanalysis, temperature https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_temp.json https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_temp proprietary +NCEP_RE/surface_wv NCEP/NCAR Reanalysis Data, Water Vapor image_collection ee.ImageCollection('NCEP_RE/surface_wv') NCEP 1948-01-01 2024-09-06 -180, -90, 180, 90 False atmosphere, climate, geophysical, ncep, noaa, precipitable, reanalysis, vapor https://storage.googleapis.com/earthengine-stac/catalog/NCEP_RE/NCEP_RE_surface_wv.json https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_wv proprietary NOAA/CDR/ATMOS_NEAR_SURFACE/V2 NOAA CDR: Ocean Near-Surface Atmospheric Properties, Version 2 image_collection ee.ImageCollection('NOAA/CDR/ATMOS_NEAR_SURFACE/V2') NOAA 1988-01-01 2021-08-31 -180, -90, 180, 90 False air_temperature, atmospheric, cdr, hourly, humidity, noaa, ocean, osb, wind https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_ATMOS_NEAR_SURFACE_V2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_ATMOS_NEAR_SURFACE_V2 proprietary NOAA/CDR/AVHRR/AOT/V3 NOAA CDR AVHRR AOT: Daily Aerosol Optical Thickness Over Global Oceans, v03 [deprecated] image_collection ee.ImageCollection('NOAA/CDR/AVHRR/AOT/V3') NOAA 1981-01-01 2022-03-31 -180, -90, 180, 90 True aerosol, aot, atmospheric, avhrr, cdr, daily, noaa, optical, pollution https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_AVHRR_AOT_V3.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_AVHRR_AOT_V3 proprietary NOAA/CDR/AVHRR/AOT/V4 NOAA CDR AVHRR AOT: Daily Aerosol Optical Thickness Over Global Oceans, v04 image_collection ee.ImageCollection('NOAA/CDR/AVHRR/AOT/V4') NOAA 1981-01-01 2024-06-30 -180, -90, 180, 90 False aerosol, aot, atmospheric, avhrr, cdr, daily, noaa, optical, pollution https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_AVHRR_AOT_V4.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_AVHRR_AOT_V4 proprietary @@ -605,36 +605,36 @@ NOAA/CDR/AVHRR/SR/V5 NOAA CDR AVHRR: Surface Reflectance, Version 5 image_collec NOAA/CDR/GRIDSAT-B1/V2 NOAA CDR GRIDSAT-B1: Geostationary IR Channel Brightness Temperature image_collection ee.ImageCollection('NOAA/CDR/GRIDSAT-B1/V2') NOAA 1980-01-01 2024-03-31 -180, -90, 180, 90 False brightness, cdr, fundamental, geostationary, infrared, isccp, noaa, reflectance, sr https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_GRIDSAT-B1_V2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_GRIDSAT-B1_V2 proprietary NOAA/CDR/HEAT_FLUXES/V2 NOAA CDR: Ocean Heat Fluxes, Version 2 image_collection ee.ImageCollection('NOAA/CDR/HEAT_FLUXES/V2') NOAA 1988-01-01 2021-08-31 -180, -90, 180, 90 False atmospheric, cdr, flux, heat, hourly, noaa, ocean, osb https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_HEAT_FLUXES_V2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_HEAT_FLUXES_V2 proprietary NOAA/CDR/OISST/V2 NOAA CDR OISST v2: Optimum Interpolation Sea Surface Temperature [deprecated] image_collection ee.ImageCollection('NOAA/CDR/OISST/V2') NOAA 1981-09-01 2020-04-26 -180, -90, 180, 90 True avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_OISST_V2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2 proprietary -NOAA/CDR/OISST/V2_1 NOAA CDR OISST v02r01: Optimum Interpolation Sea Surface Temperature image_collection ee.ImageCollection('NOAA/CDR/OISST/V2_1') NOAA 1981-09-01 2024-09-05 -180, -90, 180, 90 False avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_OISST_V2_1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2_1 proprietary +NOAA/CDR/OISST/V2_1 NOAA CDR OISST v02r01: Optimum Interpolation Sea Surface Temperature image_collection ee.ImageCollection('NOAA/CDR/OISST/V2_1') NOAA 1981-09-01 2024-09-06 -180, -90, 180, 90 False avhrr, cdr, daily, ice, noaa, ocean, oisst, real_time, sst, temperature https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_OISST_V2_1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2_1 proprietary NOAA/CDR/PATMOSX/V53 NOAA CDR PATMOSX: Cloud Properties, Reflectance, and Brightness Temperatures, Version 5.3 image_collection ee.ImageCollection('NOAA/CDR/PATMOSX/V53') NOAA 1979-01-01 2022-01-01 -180, -90, 180, 90 False atmospheric, avhrr, brightness, cdr, cloud, metop, noaa, optical, poes, reflectance, temperature https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_PATMOSX_V53.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_PATMOSX_V53 proprietary NOAA/CDR/SST_PATHFINDER/V53 NOAA AVHRR Pathfinder Version 5.3 Collated Global 4km Sea Surface Temperature image_collection ee.ImageCollection('NOAA/CDR/SST_PATHFINDER/V53') NOAA 1981-08-24 2023-12-30 -180, -90, 180, 90 False avhrr, noaa, pathfinder, sea_ice, sst, temperature, wind https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_SST_PATHFINDER_V53.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_SST_PATHFINDER_V53 proprietary NOAA/CDR/SST_WHOI/V2 NOAA CDR WHOI: Sea Surface Temperature, Version 2 image_collection ee.ImageCollection('NOAA/CDR/SST_WHOI/V2') NOAA 1988-01-01 2021-08-31 -180, -90, 180, 90 False atmospheric, cdr, hourly, noaa, ocean, oisst, osb, sst, whoi https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CDR_SST_WHOI_V2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_SST_WHOI_V2 proprietary -NOAA/CFSR CFSR: Climate Forecast System Reanalysis image_collection ee.ImageCollection('NOAA/CFSR') NOAA NWS National Centers for Environmental Prediction (NCEP) 2018-12-13 2024-09-08 -180, -90, 180, 90 False climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSR.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSR proprietary -NOAA/CFSV2/FOR6H CFSV2: NCEP Climate Forecast System Version 2, 6-Hourly Products image_collection ee.ImageCollection('NOAA/CFSV2/FOR6H') NOAA NWS National Centers for Environmental Prediction (NCEP) 1979-01-01 2024-09-07 -180, -90, 180, 90 False climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSV2_FOR6H.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSV2_FOR6H proprietary +NOAA/CFSR CFSR: Climate Forecast System Reanalysis image_collection ee.ImageCollection('NOAA/CFSR') NOAA NWS National Centers for Environmental Prediction (NCEP) 2018-12-13 2024-09-09 -180, -90, 180, 90 False climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSR.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSR proprietary +NOAA/CFSV2/FOR6H CFSV2: NCEP Climate Forecast System Version 2, 6-Hourly Products image_collection ee.ImageCollection('NOAA/CFSV2/FOR6H') NOAA NWS National Centers for Environmental Prediction (NCEP) 1979-01-01 2024-09-08 -180, -90, 180, 90 False climate, daylight, flux, forecast, geophysical, ncep, noaa, nws, precipitation, radiation, snow, temperature, vapor, water, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_CFSV2_FOR6H.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSV2_FOR6H proprietary NOAA/DMSP-OLS/CALIBRATED_LIGHTS_V4 DMSP OLS: Global Radiance-Calibrated Nighttime Lights Version 4, Defense Meteorological Program Operational Linescan System image_collection ee.ImageCollection('NOAA/DMSP-OLS/CALIBRATED_LIGHTS_V4') Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines 1996-03-16 2011-07-31 -180, -65, 180, 75 False calibrated, dmsp, eog, imagery, lights, nighttime, ols, radiance, visible, yearly https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_DMSP-OLS_CALIBRATED_LIGHTS_V4.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_DMSP-OLS_CALIBRATED_LIGHTS_V4 proprietary NOAA/DMSP-OLS/NIGHTTIME_LIGHTS DMSP OLS: Nighttime Lights Time Series Version 4, Defense Meteorological Program Operational Linescan System image_collection ee.ImageCollection('NOAA/DMSP-OLS/NIGHTTIME_LIGHTS') Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines 1992-01-01 2014-01-01 -180, -65, 180, 75 False dmsp, eog, imagery, lights, nighttime, ols, visible, yearly https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_DMSP-OLS_NIGHTTIME_LIGHTS.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_DMSP-OLS_NIGHTTIME_LIGHTS proprietary -NOAA/GFS0P25 GFS: Global Forecast System 384-Hour Predicted Atmosphere Data image_collection ee.ImageCollection('NOAA/GFS0P25') NOAA/NCEP/EMC 2015-07-01 2024-09-08 -180, -90, 180, 90 False climate, cloud, emc, flux, forecast, geophysical, gfs, humidity, ncep, noaa, precipitation, radiation, temperature, vapor, weather, wind https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GFS0P25.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GFS0P25 proprietary -NOAA/GOES/16/FDCC GOES-16 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS image_collection ee.ImageCollection('NOAA/GOES/16/FDCC') NOAA 2017-05-24 2024-09-08 -152.11, 14, -49.18, 56.77 False abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCC proprietary -NOAA/GOES/16/FDCF GOES-16 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk image_collection ee.ImageCollection('NOAA/GOES/16/FDCF') NOAA 2017-05-24 2024-09-08 -180, -90, 180, 90 False abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCF proprietary -NOAA/GOES/16/MCMIPC GOES-16 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS image_collection ee.ImageCollection('NOAA/GOES/16/MCMIPC') NOAA 2017-07-10 2024-09-08 -152.11, 14, -49.18, 56.77 False abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPC proprietary -NOAA/GOES/16/MCMIPF GOES-16 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/16/MCMIPF') NOAA 2017-07-10 2024-09-08 -180, -90, 180, 90 False abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPF proprietary -NOAA/GOES/16/MCMIPM GOES-16 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Mesoscale image_collection ee.ImageCollection('NOAA/GOES/16/MCMIPM') NOAA 2017-07-10 2024-09-08 -180, -90, 180, 90 False abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPM.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPM proprietary +NOAA/GFS0P25 GFS: Global Forecast System 384-Hour Predicted Atmosphere Data image_collection ee.ImageCollection('NOAA/GFS0P25') NOAA/NCEP/EMC 2015-07-01 2024-09-09 -180, -90, 180, 90 False climate, cloud, emc, flux, forecast, geophysical, gfs, humidity, ncep, noaa, precipitation, radiation, temperature, vapor, weather, wind https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GFS0P25.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GFS0P25 proprietary +NOAA/GOES/16/FDCC GOES-16 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS image_collection ee.ImageCollection('NOAA/GOES/16/FDCC') NOAA 2017-05-24 2024-09-09 -152.11, 14, -49.18, 56.77 False abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCC proprietary +NOAA/GOES/16/FDCF GOES-16 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk image_collection ee.ImageCollection('NOAA/GOES/16/FDCF') NOAA 2017-05-24 2024-09-09 -180, -90, 180, 90 False abi, climate, fdc, fire, goes, goes_16, goes_east, goes_r, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_FDCF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_FDCF proprietary +NOAA/GOES/16/MCMIPC GOES-16 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS image_collection ee.ImageCollection('NOAA/GOES/16/MCMIPC') NOAA 2017-07-10 2024-09-09 -152.11, 14, -49.18, 56.77 False abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPC proprietary +NOAA/GOES/16/MCMIPF GOES-16 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/16/MCMIPF') NOAA 2017-07-10 2024-09-09 -180, -90, 180, 90 False abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPF proprietary +NOAA/GOES/16/MCMIPM GOES-16 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Mesoscale image_collection ee.ImageCollection('NOAA/GOES/16/MCMIPM') NOAA 2017-07-10 2024-09-09 -180, -90, 180, 90 False abi, climate, goes, goes_16, goes_east, goes_r, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_16_MCMIPM.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_16_MCMIPM proprietary NOAA/GOES/17/FDCC GOES-17 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS image_collection ee.ImageCollection('NOAA/GOES/17/FDCC') NOAA 2018-08-27 2023-01-10 -180, 14.57, 180, 53.51 False abi, climate, fdc, fire, goes, goes_17, goes_s, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_FDCC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_FDCC proprietary NOAA/GOES/17/FDCF GOES-17 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk image_collection ee.ImageCollection('NOAA/GOES/17/FDCF') NOAA 2018-08-27 2023-01-10 -180, -90, 180, 90 False abi, climate, fdc, fire, goes, goes_17, goes_s, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_FDCF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_FDCF proprietary NOAA/GOES/17/MCMIPC GOES-17 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS image_collection ee.ImageCollection('NOAA/GOES/17/MCMIPC') NOAA 2018-12-04 2023-01-10 -180, 14.57, 180, 53.51 False abi, climate, goes, goes_17, goes_s, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_MCMIPC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_MCMIPC proprietary NOAA/GOES/17/MCMIPF GOES-17 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/17/MCMIPF') NOAA 2018-12-04 2023-01-10 -180, -90, 180, 90 False abi, climate, goes, goes_17, goes_s, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_MCMIPF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_MCMIPF proprietary NOAA/GOES/17/MCMIPM GOES-17 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/17/MCMIPM') NOAA 2018-12-04 2023-01-10 -180, -90, 180, 90 False abi, climate, goes, goes_17, goes_s, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_17_MCMIPM.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_17_MCMIPM proprietary -NOAA/GOES/18/FDCC GOES-18 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS image_collection ee.ImageCollection('NOAA/GOES/18/FDCC') NOAA 2022-10-13 2024-09-08 -180, 14.57, 180, 53.51 False abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCC proprietary -NOAA/GOES/18/FDCF GOES-18 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk image_collection ee.ImageCollection('NOAA/GOES/18/FDCF') NOAA 2022-10-13 2024-09-08 -180, -90, 180, 90 False abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCF proprietary -NOAA/GOES/18/MCMIPC GOES-18 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS image_collection ee.ImageCollection('NOAA/GOES/18/MCMIPC') NOAA 2018-12-04 2024-09-08 -180, 14.57, 180, 53.51 False abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPC proprietary -NOAA/GOES/18/MCMIPF GOES-18 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/18/MCMIPF') NOAA 2018-12-04 2024-09-08 -180, -90, 180, 90 False abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPF proprietary -NOAA/GOES/18/MCMIPM GOES-18 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/18/MCMIPM') NOAA 2018-12-04 2024-09-08 -180, -90, 180, 90 False abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPM.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPM proprietary +NOAA/GOES/18/FDCC GOES-18 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS image_collection ee.ImageCollection('NOAA/GOES/18/FDCC') NOAA 2022-10-13 2024-09-09 -180, 14.57, 180, 53.51 False abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCC proprietary +NOAA/GOES/18/FDCF GOES-18 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk image_collection ee.ImageCollection('NOAA/GOES/18/FDCF') NOAA 2022-10-13 2024-09-09 -180, -90, 180, 90 False abi, climate, fdc, fire, goes, goes_18, goes_t, goes_west, hotspot, nesdis, noaa, ospo, wildfire https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_FDCF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_FDCF proprietary +NOAA/GOES/18/MCMIPC GOES-18 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS image_collection ee.ImageCollection('NOAA/GOES/18/MCMIPC') NOAA 2018-12-04 2024-09-09 -180, 14.57, 180, 53.51 False abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPC.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPC proprietary +NOAA/GOES/18/MCMIPF GOES-18 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/18/MCMIPF') NOAA 2018-12-04 2024-09-09 -180, -90, 180, 90 False abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPF.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPF proprietary +NOAA/GOES/18/MCMIPM GOES-18 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk image_collection ee.ImageCollection('NOAA/GOES/18/MCMIPM') NOAA 2018-12-04 2024-09-09 -180, -90, 180, 90 False abi, climate, goes, goes_18, goes_t, goes_west, mcmip, nesdis, noaa, ospo, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_GOES_18_MCMIPM.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_GOES_18_MCMIPM proprietary NOAA/IBTrACS/v4 International Best Track Archive for Climate Stewardship Project table ee.FeatureCollection('NOAA/IBTrACS/v4') NOAA NCEI 1842-10-25 2024-05-19 -180, 0.4, 180, 63.1 False hurricane, noaa, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_IBTrACS_v4.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_IBTrACS_v4 proprietary NOAA/NCEP_DOE_RE2/total_cloud_coverage NCEP-DOE Reanalysis 2 (Gaussian Grid), Total Cloud Coverage image_collection ee.ImageCollection('NOAA/NCEP_DOE_RE2/total_cloud_coverage') NOAA 1979-01-01 2024-08-31 -180, -90, 180, 90 False atmosphere, climate, cloud, geophysical, ncep, noaa, reanalysis https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NCEP_DOE_RE2_total_cloud_coverage.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_NCEP_DOE_RE2_total_cloud_coverage proprietary NOAA/NGDC/ETOPO1 ETOPO1: Global 1 Arc-Minute Elevation image ee.Image('NOAA/NGDC/ETOPO1') NOAA 2008-08-01 2008-08-01 -180, -90, 180, 90 False bedrock, dem, elevation, geophysical, ice, noaa, topography https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NGDC_ETOPO1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_NGDC_ETOPO1 proprietary NOAA/NHC/HURDAT2/atlantic NOAA NHC HURDAT2 Atlantic Hurricane Catalog table ee.FeatureCollection('NOAA/NHC/HURDAT2/atlantic') NOAA NHC 1851-06-25 2018-11-04 -109.5, 7.2, 63, 81 False hurricane, nhc, noaa, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NHC_HURDAT2_atlantic.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_NHC_HURDAT2_atlantic proprietary NOAA/NHC/HURDAT2/pacific NOAA NHC HURDAT2 Pacific Hurricane Catalog table ee.FeatureCollection('NOAA/NHC/HURDAT2/pacific') NOAA NHC 1949-06-11 2018-11-09 -180, 0.4, 180, 63.1 False hurricane, nhc, noaa, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NHC_HURDAT2_pacific.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_NHC_HURDAT2_pacific proprietary -NOAA/NWS/RTMA RTMA: Real-Time Mesoscale Analysis image_collection ee.ImageCollection('NOAA/NWS/RTMA') NOAA/NWS 2011-01-01 2024-09-08 -130.17, 20.15, -60.81, 52.91 False climate, cloud, geophysical, humidity, noaa, nws, precipitation, pressure, rtma, surface, temperature, visibility, weather, wind https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NWS_RTMA.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_NWS_RTMA proprietary +NOAA/NWS/RTMA RTMA: Real-Time Mesoscale Analysis image_collection ee.ImageCollection('NOAA/NWS/RTMA') NOAA/NWS 2011-01-01 2024-09-09 -130.17, 20.15, -60.81, 52.91 False climate, cloud, geophysical, humidity, noaa, nws, precipitation, pressure, rtma, surface, temperature, visibility, weather, wind https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_NWS_RTMA.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_NWS_RTMA proprietary NOAA/PERSIANN-CDR PERSIANN-CDR: Precipitation Estimation From Remotely Sensed Information Using Artificial Neural Networks-Climate Data Record image_collection ee.ImageCollection('NOAA/PERSIANN-CDR') NOAA NCDC 1983-01-01 2024-03-31 -180, -60, 180, 60 False cdr, climate, geophysical, ncdc, noaa, persiann, precipitation, weather https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_PERSIANN-CDR.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_PERSIANN-CDR proprietary NOAA/VIIRS/001/VNP09GA VNP09GA: VIIRS Surface Reflectance Daily 500m and 1km [deprecated] image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP09GA') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-06-16 -180, -90, 180, 90 True daily, nasa, noaa, npp, reflectance, sr, viirs, vnp09ga https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP09GA.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP09GA proprietary NOAA/VIIRS/001/VNP09H1 VNP09H1: VIIRS Surface Reflectance 8-Day L3 Global 500m [deprecated] image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP09H1') NASA LP DAAC at the USGS EROS Center 2012-01-19 2024-06-09 -180, -90, 180, 90 True daily, nasa, noaa, npp, reflectance, sr, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP09H1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP09H1 proprietary @@ -646,8 +646,8 @@ NOAA/VIIRS/001/VNP21A1N VNP21A1N.001: Night Land Surface Temperature and Emissiv NOAA/VIIRS/001/VNP22Q2 VNP22Q2: Land Surface Phenology Yearly L3 Global 500m SIN Grid image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP22Q2') NASA LP DAAC at the USGS EROS Center 2013-01-01 2022-01-01 -180, -90, 180, 90 False land, nasa, ndvi, noaa, npp, onset_greenness, phenology, surface, vegetation, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP22Q2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP22Q2 proprietary NOAA/VIIRS/001/VNP43IA1 VNP43IA1: BRDF/Albedo Model Parameters Daily L3 Global 500m SIN Grid image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP43IA1') NASA LP DAAC at the USGS EROS Center 2012-01-17 2024-06-09 -180, -90, 180, 90 False land, nasa, noaa, surface, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP43IA1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP43IA1 proprietary NOAA/VIIRS/001/VNP43IA2 VNP43IA2: BRDF/Albedo Quality Daily L3 Global 500m SIN Grid image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP43IA2') NASA LP DAAC at the USGS EROS Center 2012-01-17 2024-06-09 -180, -90, 180, 90 False land, nasa, noaa, surface, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP43IA2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP43IA2 proprietary -NOAA/VIIRS/001/VNP46A1 VNP46A1: VIIRS Daily Gridded Day Night Band 500m Linear Lat Lon Grid Night image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP46A1') NASA LAADS DAAC 2012-01-19 2024-09-05 -180, -90, 180, 90 False daily, dnb, nasa, noaa, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A1 proprietary -NOAA/VIIRS/001/VNP46A2 VNP46A2: VIIRS Lunar Gap-Filled BRDF Nighttime Lights Daily L3 Global 500m image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP46A2') NASA LAADS DAAC 2012-01-19 2024-08-29 -180, -90, 180, 90 False brdf, daily, nasa, noaa, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A2 proprietary +NOAA/VIIRS/001/VNP46A1 VNP46A1: VIIRS Daily Gridded Day Night Band 500m Linear Lat Lon Grid Night image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP46A1') NASA LAADS DAAC 2012-01-19 2024-09-07 -180, -90, 180, 90 False daily, dnb, nasa, noaa, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A1 proprietary +NOAA/VIIRS/001/VNP46A2 VNP46A2: VIIRS Lunar Gap-Filled BRDF Nighttime Lights Daily L3 Global 500m image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP46A2') NASA LAADS DAAC 2012-01-19 2024-08-31 -180, -90, 180, 90 False brdf, daily, nasa, noaa, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP46A2.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP46A2 proprietary NOAA/VIIRS/001/VNP64A1 VNP64A1: Burned Area Monthly L4 Global 500m SIN Grid image_collection ee.ImageCollection('NOAA/VIIRS/001/VNP64A1') NASA LP DAAC at the USGS EROS Center 2014-01-01 2019-01-01 -180, -90, 180, 90 False burn, change_detection, land, nasa, noaa, surface, viirs https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_001_VNP64A1.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_001_VNP64A1 proprietary NOAA/VIIRS/DNB/ANNUAL_V21 VIIRS Nighttime Day/Night Annual Band Composites V2.1 image_collection ee.ImageCollection('NOAA/VIIRS/DNB/ANNUAL_V21') Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines 2012-04-01 2021-01-01 -180, -65, 180, 75 False annual, dnb, eog, lights, nighttime, noaa, viirs, visible https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_DNB_ANNUAL_V21.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_ANNUAL_V21 proprietary NOAA/VIIRS/DNB/ANNUAL_V22 VIIRS Nighttime Day/Night Annual Band Composites V2.2 image_collection ee.ImageCollection('NOAA/VIIRS/DNB/ANNUAL_V22') Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines 2012-04-01 2022-01-01 -180, -65, 180, 75 False annual, dnb, eog, lights, nighttime, noaa, viirs, visible https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_DNB_ANNUAL_V22.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_ANNUAL_V22 proprietary @@ -655,7 +655,7 @@ NOAA/VIIRS/DNB/MONTHLY_V1/VCMCFG VIIRS Nighttime Day/Night Band Composites Versi NOAA/VIIRS/DNB/MONTHLY_V1/VCMSLCFG VIIRS Stray Light Corrected Nighttime Day/Night Band Composites Version 1 image_collection ee.ImageCollection('NOAA/VIIRS/DNB/MONTHLY_V1/VCMSLCFG') Earth Observation Group, Payne Institute for Public Policy, Colorado School of Mines 2014-01-01 2024-04-01 -180, -65, 180, 75 False dnb, eog, lights, monthly, nighttime, noaa, stray_light, viirs, visible https://storage.googleapis.com/earthengine-stac/catalog/NOAA/NOAA_VIIRS_DNB_MONTHLY_V1_VCMSLCFG.json https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_MONTHLY_V1_VCMSLCFG proprietary NRCan/CDEM Canadian Digital Elevation Model image_collection ee.ImageCollection('NRCan/CDEM') NRCan 1945-01-01 2011-01-01 -142, 41, -52, 84 False canada, cdem, dem, elevation, geophysical, nrcan, topography https://storage.googleapis.com/earthengine-stac/catalog/NRCan/NRCan_CDEM.json https://developers.google.com/earth-engine/datasets/catalog/NRCan_CDEM OGL-Canada-2.0 Netherlands/Beeldmateriaal/LUCHTFOTO_RGB Netherlands orthophotos image_collection ee.ImageCollection('Netherlands/Beeldmateriaal/LUCHTFOTO_RGB') Beeldmateriaal Nederland 2021-01-01 2022-12-31 50.75, 3.2, 53.7, 7.22 False orthophoto, rgb, netherlands https://storage.googleapis.com/earthengine-stac/catalog/Netherlands/Netherlands_Beeldmateriaal_LUCHTFOTO_RGB.json https://developers.google.com/earth-engine/datasets/catalog/Netherlands_Beeldmateriaal_LUCHTFOTO_RGB CC-BY-4.0 -OREGONSTATE/PRISM/AN81d PRISM Daily Spatial Climate Dataset AN81d image_collection ee.ImageCollection('OREGONSTATE/PRISM/AN81d') PRISM / OREGONSTATE 1981-01-01 2024-09-04 -125, 24, -66, 50 False climate, daily, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_AN81d.json https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_AN81d proprietary +OREGONSTATE/PRISM/AN81d PRISM Daily Spatial Climate Dataset AN81d image_collection ee.ImageCollection('OREGONSTATE/PRISM/AN81d') PRISM / OREGONSTATE 1981-01-01 2024-09-05 -125, 24, -66, 50 False climate, daily, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_AN81d.json https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_AN81d proprietary OREGONSTATE/PRISM/AN81m PRISM Monthly Spatial Climate Dataset AN81m image_collection ee.ImageCollection('OREGONSTATE/PRISM/AN81m') PRISM / OREGONSTATE 1895-01-01 2024-08-01 -125, 24, -66, 50 False climate, geophysical, monthly, oregonstate, precipitation, pressure, prism, temperature, vapor, weather https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_AN81m.json https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_AN81m proprietary OREGONSTATE/PRISM/Norm81m PRISM Long-Term Average Climate Dataset Norm81m [deprecated] image_collection ee.ImageCollection('OREGONSTATE/PRISM/Norm81m') PRISM / OREGONSTATE 1981-01-01 2010-12-31 -125, 24, -66, 50 True 30_year, climate, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_Norm81m.json https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_Norm81m proprietary OREGONSTATE/PRISM/Norm91m PRISM Long-Term Average Climate Dataset Norm91m image_collection ee.ImageCollection('OREGONSTATE/PRISM/Norm91m') PRISM / OREGONSTATE 1991-01-01 2020-12-31 -125, 24, -66, 50 False 30_year, climate, geophysical, oregonstate, precipitation, pressure, prism, temperature, vapor, weather https://storage.googleapis.com/earthengine-stac/catalog/OREGONSTATE/OREGONSTATE_PRISM_Norm91m.json https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_Norm91m proprietary @@ -757,7 +757,7 @@ UQ/murray/Intertidal/v1_1/data_mask Murray Global Intertidal Change Data Mask im UQ/murray/Intertidal/v1_1/global_intertidal Murray Global Intertidal Change Classification image_collection ee.ImageCollection('UQ/murray/Intertidal/v1_1/global_intertidal') Murray/UQ/Google/USGS/NASA 1984-01-01 2017-01-01 -180, -60, 180, 60 False coastal, google, intertidal, landsat_derived, murray, tidal_flats, uq https://storage.googleapis.com/earthengine-stac/catalog/UQ/UQ_murray_Intertidal_v1_1_global_intertidal.json https://developers.google.com/earth-engine/datasets/catalog/UQ_murray_Intertidal_v1_1_global_intertidal CC-BY-4.0 UQ/murray/Intertidal/v1_1/qa_pixel_count Murray Global Intertidal Change QA Pixel Count image_collection ee.ImageCollection('UQ/murray/Intertidal/v1_1/qa_pixel_count') Murray/UQ/Google/USGS/NASA 1984-01-01 2017-01-01 -180, -60, 180, 60 False coastal, google, intertidal, landsat_derived, murray, tidal_flats, uq https://storage.googleapis.com/earthengine-stac/catalog/UQ/UQ_murray_Intertidal_v1_1_qa_pixel_count.json https://developers.google.com/earth-engine/datasets/catalog/UQ_murray_Intertidal_v1_1_qa_pixel_count CC-BY-4.0 USDA/NAIP/DOQQ NAIP: National Agriculture Imagery Program image_collection ee.ImageCollection('USDA/NAIP/DOQQ') USDA Farm Production and Conservation - Business Center, Geospatial Enterprise Operations 2002-06-15 2022-12-12 -124.84, 24.42, -64.82, 49.72 False aerial, agriculture, fpac, highres, imagery, naip, usda https://storage.googleapis.com/earthengine-stac/catalog/USDA/USDA_NAIP_DOQQ.json https://developers.google.com/earth-engine/datasets/catalog/USDA_NAIP_DOQQ proprietary -USDA/NASS/CDL USDA NASS Cropland Data Layers image_collection ee.ImageCollection('USDA/NASS/CDL') USDA National Agricultural Statistics Service 1997-01-01 2023-01-01 -127, 24, -65, 51 False cdl, cropland, landcover, nass, usda https://storage.googleapis.com/earthengine-stac/catalog/USDA/USDA_NASS_CDL.json https://developers.google.com/earth-engine/datasets/catalog/USDA_NASS_CDL proprietary +USDA/NASS/CDL USDA NASS Cropland Data Layers image_collection ee.ImageCollection('USDA/NASS/CDL') USDA National Agricultural Statistics Service 1997-01-01 2023-01-01 -127, 24, -65, 51 False cdl, crop, landcover, nass, usda https://storage.googleapis.com/earthengine-stac/catalog/USDA/USDA_NASS_CDL.json https://developers.google.com/earth-engine/datasets/catalog/USDA_NASS_CDL proprietary USDOS/LSIB/2013 LSIB 2013: Large Scale International Boundary Polygons, Detailed [deprecated] table ee.FeatureCollection('USDOS/LSIB/2013') United States Department of State, Office of the Geographer 2013-03-08 2013-03-08 -180, -90, 180, 90 True borders, countries, dos, political, usdos https://storage.googleapis.com/earthengine-stac/catalog/USDOS/USDOS_LSIB_2013.json https://developers.google.com/earth-engine/datasets/catalog/USDOS_LSIB_2013 proprietary USDOS/LSIB/2017 LSIB 2017: Large Scale International Boundary Polygons, Detailed table ee.FeatureCollection('USDOS/LSIB/2017') United States Department of State, Office of the Geographer 2017-12-29 2017-12-29 -180, -90, 180, 90 False borders, countries, dos, political, usdos https://storage.googleapis.com/earthengine-stac/catalog/USDOS/USDOS_LSIB_2017.json https://developers.google.com/earth-engine/datasets/catalog/USDOS_LSIB_2017 proprietary USDOS/LSIB_SIMPLE/2017 LSIB 2017: Large Scale International Boundary Polygons, Simplified table ee.FeatureCollection('USDOS/LSIB_SIMPLE/2017') United States Department of State, Office of the Geographer 2017-03-30 2017-03-30 -180, -90, 180, 90 False borders, countries, dos, political, usdos https://storage.googleapis.com/earthengine-stac/catalog/USDOS/USDOS_LSIB_SIMPLE_2017.json https://developers.google.com/earth-engine/datasets/catalog/USDOS_LSIB_SIMPLE_2017 proprietary @@ -780,8 +780,8 @@ USGS/GAP/PAD-US/v20/easement Easement: USGS GAP PAD-US v2.0 table ee.FeatureColl USGS/GAP/PAD-US/v20/fee Fee: USGS GAP PAD-US v2.0 table ee.FeatureCollection('USGS/GAP/PAD-US/v20/fee') US Geological Survey 2018-09-01 2018-09-01 -180, -90, 180, 90 False conservation_easements, designation, management, ownership, protected_areas, public_lands, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GAP_PAD-US_v20_fee.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GAP_PAD-US_v20_fee proprietary USGS/GAP/PAD-US/v20/proclamation Proclamation: USGS GAP PAD-US v2.0 table ee.FeatureCollection('USGS/GAP/PAD-US/v20/proclamation') US Geological Survey 2018-09-01 2018-09-01 -180, -90, 180, 90 False conservation_easements, designation, management, ownership, protected_areas, public_lands, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GAP_PAD-US_v20_proclamation.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GAP_PAD-US_v20_proclamation proprietary USGS/GAP/PR/2001 USGS GAP Puerto Rico 2001 image ee.Image('USGS/GAP/PR/2001') USGS 2001-01-01 2002-01-01 -67.96, 17.87, -65.22, 18.53 False gap, landcover, landfire, usgs, vegetation https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GAP_PR_2001.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GAP_PR_2001 proprietary -USGS/GFSAD1000_V0 GFSAD1000: Cropland Extent 1km Crop Dominance, Global Food-Support Analysis Data [deprecated] image ee.Image('USGS/GFSAD1000_V0') Global Food Security-support Analysis Data at 30m Project (GFSAD30) 2010-01-01 2011-01-01 -180, -90, 180, 90 True crop, cropland, gfsad, landcover, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GFSAD1000_V0.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GFSAD1000_V0 proprietary -USGS/GFSAD1000_V1 GFSAD1000: Cropland Extent 1km Multi-Study Crop Mask, Global Food-Support Analysis Data image ee.Image('USGS/GFSAD1000_V1') Global Food Security-support Analysis Data at 30m Project (GFSAD30) 2010-01-01 2010-01-01 -180, -90, 180, 90 False crop, cropland, gfsad, landcover, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GFSAD1000_V1.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GFSAD1000_V1 proprietary +USGS/GFSAD1000_V0 GFSAD1000: Cropland Extent 1km Crop Dominance, Global Food-Support Analysis Data [deprecated] image ee.Image('USGS/GFSAD1000_V0') Global Food Security-support Analysis Data at 30m Project (GFSAD30) 2010-01-01 2011-01-01 -180, -90, 180, 90 True crop, gfsad, landcover, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GFSAD1000_V0.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GFSAD1000_V0 proprietary +USGS/GFSAD1000_V1 GFSAD1000: Cropland Extent 1km Multi-Study Crop Mask, Global Food-Support Analysis Data image ee.Image('USGS/GFSAD1000_V1') Global Food Security-support Analysis Data at 30m Project (GFSAD30) 2010-01-01 2010-01-01 -180, -90, 180, 90 False crop, gfsad, landcover, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GFSAD1000_V1.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GFSAD1000_V1 proprietary USGS/GMTED2010 GMTED2010: Global Multi-resolution Terrain Elevation Data 2010, Breakline Emphasis [deprecated] image ee.Image('USGS/GMTED2010') USGS 2010-01-01 2010-01-01 -180, -56, 180, 84 True dem, elevation, geophysical, srtm, topography, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GMTED2010.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GMTED2010 proprietary USGS/GMTED2010_FULL GMTED2010: Global Multi-resolution Terrain Elevation Data 2010 image ee.Image('USGS/GMTED2010_FULL') USGS 2010-01-01 2010-01-01 -180, -56, 180, 84 False dem, elevation, geophysical, srtm, topography, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GMTED2010_FULL.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GMTED2010_FULL proprietary USGS/GTOPO30 GTOPO30: Global 30 Arc-Second Elevation image ee.Image('USGS/GTOPO30') United States Geological Survey 1996-01-01 1996-01-01 -180, -90, 180, 90 False dem, elevation, geophysical, gtopo30, nasa, topography, usgs https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_GTOPO30.json https://developers.google.com/earth-engine/datasets/catalog/USGS_GTOPO30 proprietary @@ -809,7 +809,7 @@ USGS/WBD/2017/HUC06 HUC06: USGS Watershed Boundary Dataset of Basins table ee.Fe USGS/WBD/2017/HUC08 HUC08: USGS Watershed Boundary Dataset of Subbasins table ee.FeatureCollection('USGS/WBD/2017/HUC08') United States Geological Survey 2017-04-22 2017-04-23 -180, -14.69, 180, 71.567 False hydrology, usgs, water, watershed, wbd https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_WBD_2017_HUC08.json https://developers.google.com/earth-engine/datasets/catalog/USGS_WBD_2017_HUC08 proprietary USGS/WBD/2017/HUC10 HUC10: USGS Watershed Boundary Dataset of Watersheds table ee.FeatureCollection('USGS/WBD/2017/HUC10') United States Geological Survey 2017-04-22 2017-04-23 -180, -14.69, 180, 71.567 False hydrology, usgs, water, watershed, wbd https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_WBD_2017_HUC10.json https://developers.google.com/earth-engine/datasets/catalog/USGS_WBD_2017_HUC10 proprietary USGS/WBD/2017/HUC12 HUC12: USGS Watershed Boundary Dataset of Subwatersheds table ee.FeatureCollection('USGS/WBD/2017/HUC12') United States Geological Survey 2017-04-22 2017-04-23 -180, -14.69, 180, 71.567 False hydrology, usgs, water, watershed, wbd https://storage.googleapis.com/earthengine-stac/catalog/USGS/USGS_WBD_2017_HUC12.json https://developers.google.com/earth-engine/datasets/catalog/USGS_WBD_2017_HUC12 proprietary -UTOKYO/WTLAB/KBDI/v1 KBDI: Keetch-Byram Drought Index image_collection ee.ImageCollection('UTOKYO/WTLAB/KBDI/v1') Institute of Industrial Science, The University of Tokyo, Japan 2007-01-01 2024-09-07 60, -60, 180, 60 False drought, kbdi, lst_derived, rainfall, utokyo, wtlab https://storage.googleapis.com/earthengine-stac/catalog/UTOKYO/UTOKYO_WTLAB_KBDI_v1.json https://developers.google.com/earth-engine/datasets/catalog/UTOKYO_WTLAB_KBDI_v1 CC-BY-4.0 +UTOKYO/WTLAB/KBDI/v1 KBDI: Keetch-Byram Drought Index image_collection ee.ImageCollection('UTOKYO/WTLAB/KBDI/v1') Institute of Industrial Science, The University of Tokyo, Japan 2007-01-01 2024-09-08 60, -60, 180, 60 False drought, kbdi, lst_derived, rainfall, utokyo, wtlab https://storage.googleapis.com/earthengine-stac/catalog/UTOKYO/UTOKYO_WTLAB_KBDI_v1.json https://developers.google.com/earth-engine/datasets/catalog/UTOKYO_WTLAB_KBDI_v1 CC-BY-4.0 VITO/PROBAV/C1/S1_TOC_100M PROBA-V C1 Top Of Canopy Daily Synthesis 100m image_collection ee.ImageCollection('VITO/PROBAV/C1/S1_TOC_100M') Vito / ESA 2013-10-17 2021-10-31 -180, -90, 180, 90 False esa, multispectral, nir, proba, probav, swir, vito https://storage.googleapis.com/earthengine-stac/catalog/VITO/VITO_PROBAV_C1_S1_TOC_100M.json https://developers.google.com/earth-engine/datasets/catalog/VITO_PROBAV_C1_S1_TOC_100M proprietary VITO/PROBAV/C1/S1_TOC_333M PROBA-V C1 Top Of Canopy Daily Synthesis 333m image_collection ee.ImageCollection('VITO/PROBAV/C1/S1_TOC_333M') Vito / ESA 2013-10-17 2021-10-31 -180, -90, 180, 90 False esa, multispectral, nir, proba, probav, swir, vito https://storage.googleapis.com/earthengine-stac/catalog/VITO/VITO_PROBAV_C1_S1_TOC_333M.json https://developers.google.com/earth-engine/datasets/catalog/VITO_PROBAV_C1_S1_TOC_333M proprietary VITO/PROBAV/S1_TOC_100M PROBA-V C0 Top Of Canopy Daily Synthesis 100m [deprecated] image_collection ee.ImageCollection('VITO/PROBAV/S1_TOC_100M') Vito / ESA 2013-10-17 2016-12-14 -180, -90, 180, 90 True esa, multispectral, nir, proba, probav, swir, vito https://storage.googleapis.com/earthengine-stac/catalog/VITO/VITO_PROBAV_S1_TOC_100M.json https://developers.google.com/earth-engine/datasets/catalog/VITO_PROBAV_S1_TOC_100M proprietary @@ -823,9 +823,9 @@ WHBU/NBAR_1YEAR MODIS 1-year Nadir BRDF-Adjusted Reflectance (NBAR) Mosaic image WHBU/NBAR_2YEAR MODIS 2-year Nadir BRDF-Adjusted Reflectance (NBAR) Mosaic image_collection ee.ImageCollection('WHBU/NBAR_2YEAR') Baccini, A. (Woods Hole Research Center), Sulla-Menashe, D. (Boston University) 2001-01-01 2017-01-01 -180, -60.1, 180, 60.1 False albedo, bu, mcd43a4, modis_derived, nbar, reflectance, whrc https://storage.googleapis.com/earthengine-stac/catalog/WHBU/WHBU_NBAR_2YEAR.json https://developers.google.com/earth-engine/datasets/catalog/WHBU_NBAR_2YEAR proprietary WHBU/NBAR_3YEAR MODIS 3-year Nadir BRDF-Adjusted Reflectance (NBAR) Mosaic image_collection ee.ImageCollection('WHBU/NBAR_3YEAR') Baccini, A. (Woods Hole Research Center), Sulla-Menashe, D. (Boston University) 2002-01-01 2017-01-01 -180, -60.1, 180, 60.1 False albedo, bu, mcd43a4, modis_derived, nbar, reflectance, whrc https://storage.googleapis.com/earthengine-stac/catalog/WHBU/WHBU_NBAR_3YEAR.json https://developers.google.com/earth-engine/datasets/catalog/WHBU_NBAR_3YEAR proprietary WHRC/biomass/tropical WHRC Pantropical National Level Carbon Stock Dataset image ee.Image('WHRC/biomass/tropical') WHRC 2012-01-29 2012-01-29 -180, -90, 180, 90 False aboveground, biomass, carbon, geophysical, pantropical, tropical, umd, whrc https://storage.googleapis.com/earthengine-stac/catalog/WHRC/WHRC_biomass_tropical.json https://developers.google.com/earth-engine/datasets/catalog/WHRC_biomass_tropical proprietary -WM/geoLab/geoBoundaries/600/ADM0 geoBoundaries: Political administrative boundaries at Country level (ADM0), v6.0.0 table ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM0') William and Mary geoLab 2017-01-01 2017-12-31 -180, -90, 180, 90 False borders, countries https://storage.googleapis.com/earthengine-stac/catalog/WM/WM_geoLab_geoBoundaries_600_ADM0.json https://developers.google.com/earth-engine/datasets/catalog/WM_geoLab_geoBoundaries_600_ADM0 CC-BY-4.0 -WM/geoLab/geoBoundaries/600/ADM1 geoBoundaries: Political administrative boundaries at District level (ADM1), v6.0.0 table ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM1') William and Mary geoLab 2017-01-01 2017-12-31 -180, -90, 180, 90 False borders, countries https://storage.googleapis.com/earthengine-stac/catalog/WM/WM_geoLab_geoBoundaries_600_ADM1.json https://developers.google.com/earth-engine/datasets/catalog/WM_geoLab_geoBoundaries_600_ADM1 CC-BY-4.0 -WM/geoLab/geoBoundaries/600/ADM2 geoBoundaries: Political administrative boundaries at Municipality level (ADM2), v6.0.0 table ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM2') William and Mary geoLab 2017-01-01 2017-12-31 -180, -90, 180, 90 False borders, countries https://storage.googleapis.com/earthengine-stac/catalog/WM/WM_geoLab_geoBoundaries_600_ADM2.json https://developers.google.com/earth-engine/datasets/catalog/WM_geoLab_geoBoundaries_600_ADM2 CC-BY-4.0 +WM/geoLab/geoBoundaries/600/ADM0 geoBoundaries: Political administrative boundaries at Country level (ADM0), v6.0.0 table ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM0') William and Mary geoLab 2023-09-14 2023-09-14 -180, -90, 180, 90 False borders, countries https://storage.googleapis.com/earthengine-stac/catalog/WM/WM_geoLab_geoBoundaries_600_ADM0.json https://developers.google.com/earth-engine/datasets/catalog/WM_geoLab_geoBoundaries_600_ADM0 CC-BY-4.0 +WM/geoLab/geoBoundaries/600/ADM1 geoBoundaries: Political administrative boundaries at District level (ADM1), v6.0.0 table ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM1') William and Mary geoLab 2023-09-14 2023-09-14 -180, -90, 180, 90 False borders, countries https://storage.googleapis.com/earthengine-stac/catalog/WM/WM_geoLab_geoBoundaries_600_ADM1.json https://developers.google.com/earth-engine/datasets/catalog/WM_geoLab_geoBoundaries_600_ADM1 CC-BY-4.0 +WM/geoLab/geoBoundaries/600/ADM2 geoBoundaries: Political administrative boundaries at Municipality level (ADM2), v6.0.0 table ee.FeatureCollection('WM/geoLab/geoBoundaries/600/ADM2') William and Mary geoLab 2023-09-14 2023-09-14 -180, -90, 180, 90 False borders, countries https://storage.googleapis.com/earthengine-stac/catalog/WM/WM_geoLab_geoBoundaries_600_ADM2.json https://developers.google.com/earth-engine/datasets/catalog/WM_geoLab_geoBoundaries_600_ADM2 CC-BY-4.0 WORLDCLIM/V1/BIO WorldClim BIO Variables V1 image ee.Image('WORLDCLIM/V1/BIO') University of California, Berkeley 1960-01-01 1991-01-01 -180, -90, 180, 90 False berkeley, bioclim, climate, coldest, diurnal, driest, isothermality, monthly, precipitation, seasonality, temperature, warmest, weather, wettest, worldclim https://storage.googleapis.com/earthengine-stac/catalog/WORLDCLIM/WORLDCLIM_V1_BIO.json https://developers.google.com/earth-engine/datasets/catalog/WORLDCLIM_V1_BIO CC-BY-SA-4.0 WORLDCLIM/V1/MONTHLY WorldClim Climatology V1 image_collection ee.ImageCollection('WORLDCLIM/V1/MONTHLY') University of California, Berkeley 1960-01-01 1991-01-01 -180, -90, 180, 90 False berkeley, climate, monthly, precipitation, temperature, weather, worldclim https://storage.googleapis.com/earthengine-stac/catalog/WORLDCLIM/WORLDCLIM_V1_MONTHLY.json https://developers.google.com/earth-engine/datasets/catalog/WORLDCLIM_V1_MONTHLY CC-BY-SA-4.0 WRI/Aqueduct_Flood_Hazard_Maps/V2 WRI Aqueduct Floods Hazard Maps Version 2 image_collection ee.ImageCollection('WRI/Aqueduct_Flood_Hazard_Maps/V2') World Resources Institute 2010-01-01 2080-12-31 -180, -90, 180, 90 False flood, monitoring, wri https://storage.googleapis.com/earthengine-stac/catalog/WRI/WRI_Aqueduct_Flood_Hazard_Maps_V2.json 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Data are resampled to be spatially consistent except for the 50.3GHz and 52.8GHz data, and therefore are available at a variety of resolutions that correspond to the footprint sizes of the observations such as 56 km, 38 km, 24 km, 21 km, 12 km, and 5.4 km, respectively.", "license": "proprietary" }, @@ -19222,7 +19222,7 @@ "bbox": "-180, -89.24, 180, 89.24", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C179014690-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C179014690-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYW1zci1lL2FxdWEgZGFpbHkgbDMgNi4yNSBrbSBzZWEgaWNlIGRyaWZ0IHBvbGFyIGdyaWRzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiQUVfU0lEXCIsXCIxXCIsMTg2MjkwMjc0LDE2Nl0iLCJ1bW0iOiJbXCJhbXNyLWUvYXF1YSBkYWlseSBsMyA2LjI1IGttIHNlYSBpY2UgZHJpZnQgcG9sYXIgZ3JpZHMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJBRV9TSURcIixcIjFcIiwxODYyOTAyNzQsMTY2XSJ9/AE_DyOcn_2", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYW1zci1lL2FxdWEgZGFpbHkgbDMgNi4yNSBrbSBzZWEgaWNlIGRyaWZ0IHBvbGFyIGdyaWRzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiQUVfU0lEXCIsXCIxXCIsMTg2MjkwMjc0LDE2N10iLCJ1bW0iOiJbXCJhbXNyLWUvYXF1YSBkYWlseSBsMyA2LjI1IGttIHNlYSBpY2UgZHJpZnQgcG9sYXIgZ3JpZHMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJBRV9TSURcIixcIjFcIiwxODYyOTAyNzQsMTY3XSJ9/AE_DyOcn_2", "description": "The Level-3 daily product (AE_DyOcn), weekly product (AE_WkOcn), and monthly product (AE_MoOcn) include SST, near-surface wind speed, columnar water vapor, and columnar cloud liquid water over oceans in a 0.25 degree by 0.25 degree grid, generated from AE_Ocean.", "license": "proprietary" }, @@ -19235,7 +19235,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C179014688-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C179014688-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYW1zci1lL2FxdWEgZGFpbHkgbDMgNi4yNSBrbSBzZWEgaWNlIGRyaWZ0IHBvbGFyIGdyaWRzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiQUVfU0lEXCIsXCIxXCIsMTg2MjkwMjc0LDE2Nl0iLCJ1bW0iOiJbXCJhbXNyLWUvYXF1YSBkYWlseSBsMyA2LjI1IGttIHNlYSBpY2UgZHJpZnQgcG9sYXIgZ3JpZHMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJBRV9TSURcIixcIjFcIiwxODYyOTAyNzQsMTY2XSJ9/AE_DySno_2", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYW1zci1lL2FxdWEgZGFpbHkgbDMgNi4yNSBrbSBzZWEgaWNlIGRyaWZ0IHBvbGFyIGdyaWRzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiQUVfU0lEXCIsXCIxXCIsMTg2MjkwMjc0LDE2N10iLCJ1bW0iOiJbXCJhbXNyLWUvYXF1YSBkYWlseSBsMyA2LjI1IGttIHNlYSBpY2UgZHJpZnQgcG9sYXIgZ3JpZHMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJBRV9TSURcIixcIjFcIiwxODYyOTAyNzQsMTY3XSJ9/AE_DySno_2", "description": "These Level-3 Snow Water Equivalent (SWE) data sets contain SWE data and quality assurance flags mapped to Northern and Southern Hemisphere 25 km Equal-Area Scalable Earth Grids (EASE-Grids).", "license": "proprietary" }, @@ -19248,7 +19248,7 @@ "bbox": "-180, -89.24, 180, 89.24", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1574621139-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1574621139-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYW1zci1lL2FxdWEgZGFpbHkgbDMgNi4yNSBrbSBzZWEgaWNlIGRyaWZ0IHBvbGFyIGdyaWRzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiQUVfU0lEXCIsXCIxXCIsMTg2MjkwMjc0LDE2Nl0iLCJ1bW0iOiJbXCJhbXNyLWUvYXF1YSBkYWlseSBsMyA2LjI1IGttIHNlYSBpY2UgZHJpZnQgcG9sYXIgZ3JpZHMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJBRV9TSURcIixcIjFcIiwxODYyOTAyNzQsMTY2XSJ9/AE_L2A_4", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYW1zci1lL2FxdWEgZGFpbHkgbDMgNi4yNSBrbSBzZWEgaWNlIGRyaWZ0IHBvbGFyIGdyaWRzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiQUVfU0lEXCIsXCIxXCIsMTg2MjkwMjc0LDE2N10iLCJ1bW0iOiJbXCJhbXNyLWUvYXF1YSBkYWlseSBsMyA2LjI1IGttIHNlYSBpY2UgZHJpZnQgcG9sYXIgZ3JpZHMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJBRV9TSURcIixcIjFcIiwxODYyOTAyNzQsMTY3XSJ9/AE_L2A_4", "description": "The AMSR-E Level-2A product (AE_L2A) contains daily 50 minute half-orbit swath brightness temperatures for six channels ranging from 6.9 GHz through 89 GHz. 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The EMIT Level 2B Methane Enhancement Data (EMITL2BCH4ENH) Version 1 data product is a total vertical column enhancement estimate of methane in parts per million meter (ppm m) based on an adaptive matched filter approach. EMITL2BCH4ENH provides per-pixel methane enhancement data used to identify methane plume complexes. The initial release of the EMITL2BCH4ENH data product will only include granules where methane plume complexes have been identified. Each granule contains one Cloud Optimized GeoTIFF (COG) file at a spatial resolution of 60 meters (m): Methane Enhancement (EMIT_L2B_CH4ENH). The EMITL2BCH4ENH file contains methane enhancement data based primarily on EMITL1BRAD radiance values. 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Models currently utilized include the Community Earth System Model 2 (CESM2) and the Goddard Institute for Space Studies (GISS) model. Some ESM runs utilize reference surface mineral maps from the literature dating back to 2007; others rely on the EMIT L3 Aggregated Mineral Spectral Abundance and Uncertainty 0.5 Deg (EMITL3ASA) data as inputs. Each EMITL4ESM granule represents a single ESM run with a Network Common Data Format 4 (netCDF-4) file for each variable. A total of 12 Science Dataset (SDS) layers or variables are provided for each model run. For some SDS layers or variables, multiple layers based on inclusion of model minerology inputs are provided in their netCDF files. The layers/variables table below details which variables contain the extra layers. Metadata flags for Earth System Model, Resolution, Surface Mineral Map, External Meteorology, Time Period, and Emissions/Concentration Scenario indicate the key parameters for each granule. A table outlining each variable in detail can be found in the EMIT Science Data System Level 4 repository. 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The GEDI01_B data product contains 85 layers for each of the eight beams including the geolocated corrected and smoothed waveform datasets and parameters and the accompanying ancillary, geolocation, and geophysical correction. Additional information can be found in the GEDI L1B Product Data Dictionary. 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The GEDI02_A product is provided in HDF5 format and has a spatial resolution (average footprint) of 25 meters. The GEDI02_A data product contains 156 layers for each of the eight beams, including ground elevation, canopy top height, relative return energy metrics (e.g., canopy vertical structure), and many other interpreted products from the return waveforms. Additional information for the layers can be found in the GEDI Level 2A Dictionary. 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The GEDI02_B product is provided in HDF5 format and has a spatial resolution (average footprint) of 25 meters. The GEDI02_B data product contains 96 layers for each of the eight-beam ground transects (or laser footprints located on the land surface). Datasets provided include precise latitude, longitude, elevation, height, canopy cover, and vertical profile metrics. Additional information for the layers can be found in the GEDI Level 2B Data Dictionary. 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The domain spans parts of Afghanistan, Tajikistan, Kyrgyzstan, and Pakistan. Flow directions are reported in deterministic eight (D8) format. The data were developed to support the University of New Hampshire Water Balance Model and the \"High Mountain Asia CMIP6 Monthly and Yearly Water Balance Projections, 2016-2099 for Parts of Afghanistan, Tajikistan, Kyrgyzstan, and Pakistan, Version 1\" data set.", "license": "proprietary" }, @@ -87368,7 +87368,7 @@ "bbox": "60, 20, 111, 46", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2866651061-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2866651061-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGFzY2F0IGZyZWV6ZS90aGF3L21lbHQgc3RhdHVzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiSE1BX0ZyZWV6ZVRoYXdNZWx0X0FTQ0FUXCIsXCIxXCIsMTUyNjA5ODYxNyw5Ml0iLCJ1bW0iOiJbXCJoaWdoIG1vdW50YWluIGFzaWEgYXNjYXQgZnJlZXplL3RoYXcvbWVsdCBzdGF0dXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJITUFfRnJlZXplVGhhd01lbHRfQVNDQVRcIixcIjFcIiwxNTI2MDk4NjE3LDkyXSJ9/HMA2_LHI_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGFzY2F0IGZyZWV6ZS90aGF3L21lbHQgc3RhdHVzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiSE1BX0ZyZWV6ZVRoYXdNZWx0X0FTQ0FUXCIsXCIxXCIsMTUyNjA5ODYxNyw5M10iLCJ1bW0iOiJbXCJoaWdoIG1vdW50YWluIGFzaWEgYXNjYXQgZnJlZXplL3RoYXcvbWVsdCBzdGF0dXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJITUFfRnJlZXplVGhhd01lbHRfQVNDQVRcIixcIjFcIiwxNTI2MDk4NjE3LDkzXSJ9/HMA2_LHI_1", "description": "This data set projects the daily hazard of rainfall-triggered landslides in the High Mountain Asia region from 2015 through 2100, at 5 km resolution. Projections are provided for two Shared Socioeconomic Pathways (SSPs)\u2014SSP2-4.5 and SSP5 8.5\u2014based on temperature and precipitation projections from a 30-member ensemble climate model. Landslide hazard is represented by a landslide hazard indicator (LHI), computed with a machine learning model trained on historical temperatures and precipitation and a catalog of documented landslides. 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Two-dimensional surface data are provided at one hour intervals. Three-dimensional atmospheric data are provided at three-hour intervals for 35 sigma levels extending from the surface to 50 hPa. Also known as the Model for Atmospheric Transport and Chemistry in Asia (MATCHA), the data comprise a wide range of variables intended to help assess the impacts of aerosols on the cryosphere in the HMA region, including: concentrations of black/brown carbon and other light absorbing particles (LAPs), broken out by source region; longwave/shortwave heating rates due to LAPs; wet/dry deposition of LAPs; precipitation and hydrological data; and meteorological state variables. The simulation was generated using a fully coupled, regional chemistry-climate model (WRF-Chem-CLM-SNICAR), constrained by aerosol optical depth (AOD) and carbon monoxide (CO) satellite observations acquired by the Moderate Resolution Imaging Spectroradiometer (MODIS) and Measurements Of Pollution In The Troposphere (MOPITT) instruments, respectively.", "license": "proprietary" }, @@ -87394,7 +87394,7 @@ "bbox": "86.93, 26.94, 87.58, 28.11", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2217578876-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2217578876-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODRdIiwidW1tIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODRdIn0%3D/HMA2_MTLI_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODVdIiwidW1tIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODVdIn0%3D/HMA2_MTLI_1", "description": "The transboundary Pumpqu/Arun River basin spreads across Nepal and Tibet. Nearly 95% of the basin lies in Tibet through which the Pumpqu River flows. The river is named the Arun River once it enters Nepal. Five large hydropower projects (in total about 3,163 MW) are currently under construction or are planned for the Arun River valley. Rainfall and earthquake-induced landslides, landslide dammed lakes, and landslide-induced glacial lake outburst floods pose major risks to the smooth operation of these projects. This data set is a multitemporal landslide inventory covering the whole Pumpqu/Arun River basin. It was generated in support of the World Bank\u2019s Risk Assessment of Landslides in the Upper Arun Hydropower Project.", "license": "proprietary" }, @@ -87407,7 +87407,7 @@ "bbox": "60, 20, 111, 46", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2808112558-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2808112558-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGFzY2F0IGZyZWV6ZS90aGF3L21lbHQgc3RhdHVzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiSE1BX0ZyZWV6ZVRoYXdNZWx0X0FTQ0FUXCIsXCIxXCIsMTUyNjA5ODYxNyw5Ml0iLCJ1bW0iOiJbXCJoaWdoIG1vdW50YWluIGFzaWEgYXNjYXQgZnJlZXplL3RoYXcvbWVsdCBzdGF0dXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJITUFfRnJlZXplVGhhd01lbHRfQVNDQVRcIixcIjFcIiwxNTI2MDk4NjE3LDkyXSJ9/HMA2_NLSMR_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGFzY2F0IGZyZWV6ZS90aGF3L21lbHQgc3RhdHVzIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiSE1BX0ZyZWV6ZVRoYXdNZWx0X0FTQ0FUXCIsXCIxXCIsMTUyNjA5ODYxNyw5M10iLCJ1bW0iOiJbXCJoaWdoIG1vdW50YWluIGFzaWEgYXNjYXQgZnJlZXplL3RoYXcvbWVsdCBzdGF0dXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJITUFfRnJlZXplVGhhd01lbHRfQVNDQVRcIixcIjFcIiwxNTI2MDk4NjE3LDkzXSJ9/HMA2_NLSMR_1", "description": "This data set consists of a water budget reanalysis for the High Mountain Asia (HMA) region spanning the years 2003 through 2020. Estimates are provided for more than 30 parameters, including storages; fluxes; snow depth, extent, and snow water equivalent; temperature (land surface, soil, snow, and ice); surface albedo; soil moisture; evapotranspiration; and streamflow. 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Projections are available for 12 Coupled Model Intercomparison Project Phase 6 (CMIP6) global climate models and two Shared Socioeconomic Pathways (SSP 2-4.5 and SSP 5-8.5). The data were generated using the University of New Hampshire WBM. 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The events in this catalog represent an HMA-specific subset of the Cooperative Open Online Landslide Repository (COOLR), a project that was created to build a more robust, publicly available inventory of landslides by supplementing data in the NASA Global Landslide Catalog with citizen science reports.", "license": "proprietary" }, @@ -87654,7 +87654,7 @@ "bbox": "65.2, 22.41, 87.92, 38.84", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1618449579-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1618449579-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODRdIiwidW1tIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODRdIn0%3D/HMA_MAR3_5_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODVdIiwidW1tIjoiW1wiaGlnaCBtb3VudGFpbiBhc2lhIGxpcyBtb2RlbCB0ZXJyZXN0cmlhbCBoeWRyb2xvZ2ljYWwgcGFyYW1ldGVycyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIkhNQV9MSVNfTGFuZFN1cmZhY2VIeWRyb1wiLFwiMVwiLDE2MDYwODQ3NDksODVdIn0%3D/HMA_MAR3_5_1", "description": "This data set provides modeled surface and atmospheric fields from the Mod\u00e8le Atmosph\u00e9rique R\u00e9gionale (MAR) regional climate model (version 3.5) over the Himalayan region at 10 km spatial resolution. 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This data set may be used as a resource for model-validation studies such as comparing MERRA-2 surface temperature with MODIS IST, and for comparing MODIS IST, albedo and water vapor with products from sensors on other satellites such as VIIRS and AIRS The temporal coverage for this data set spans 1 March 2000 through 31 December 2019, with the exception of the IST data, which has been extended through 31 Aug 2021.", "license": "proprietary" }, @@ -135416,7 +135416,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1646609745-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1646609745-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw1XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNV0ifQ%3D%3D/MYD10A1F_61", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw2XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNl0ifQ%3D%3D/MYD10A1F_61", "description": "This global Level-3 data set (MYD10A1F) provides daily cloud-free snow cover derived from the MODIS/Aqua Snow Cover Daily L3 Global 500m SIN Grid data set (MYD10A1). 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The data are derived from Level-1B radiances acquired by the Moderate Resolution Imaging Spectroradiometer (MODIS) on board the Aqua satellite. Each data granule contains 5 minutes of swath data observed at a resolution of 1000 m. The terms \"Version 61\" and \"Collection 6.1\" are used interchangeably in reference to this release of MODIS data.", "license": "proprietary" }, @@ -141344,7 +141344,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1647528934-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1647528934-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NISE_2", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NISE_2", "description": "The Near-real-time Ice and Snow Extent (NISE) data set provides daily, global maps of sea ice concentrations and snow extent. These data are not suitable for time series, anomalies, or trends analyses. They are meant to provide a best estimate of current ice and snow conditions based on information and algorithms available at the time the data are acquired. Near-real-time products are not intended for operational use in assessing sea ice conditions for navigation. This NISE Version 2 product contains SSMIS-derived sea ice concentrations and snow extents derived from the Special Sensor Microwave Imager (SSM/I) aboard the Defense Meteorological Satellite Program (DMSP) F13 satellite. For DMSP-F16, SSMIS-derived data, see NISE Version 3. For DMSP-F17, SSMIS-derived data, see NISE Version 4. 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These data are not suitable for time series, anomalies, or trends analyses. They are meant to provide a best estimate of current ice and snow conditions based on information and algorithms available at the time the data are acquired. Near-real-time products are not intended for operational use in assessing sea ice conditions for navigation. This NISE Version 3 product contains DMSP-F16, SSMIS-derived sea ice concentrations and snow extents derived from the Special Sensor Microwave Imager/Sounder (SSMIS) aboard the Defense Meteorological Satellite Program (DMSP) F16 satellite. For DMSP-F18, SSMIS-derived data, see NISE Version 5. For DMSP-F17, SSMIS-derived data, see NISE Version 4. For the older, DMSP-F13, Special Sensor Microwave Imager (SSMI) derived data, see NISE Version 2.", "license": "proprietary" }, @@ -141370,7 +141370,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1450086509-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1450086509-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NISE_4", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NISE_4", "description": "The Near-real-time Ice and Snow Extent (NISE) data set provides daily, global maps of sea ice concentrations and snow extent. These data are not suitable for time series, anomalies, or trends analyses. They are meant to provide a best estimate of current ice and snow conditions based on information and algorithms available at the time the data are acquired. Near-real-time products are not intended for operational use in assessing sea ice conditions for navigation. This NISE Version 4 product contains DMSP-F17, SSMIS-derived sea ice concentrations and snow extents derived from the Special Sensor Microwave Imager/Sounder (SSMIS) aboard the Defense Meteorological Satellite Program (DMSP) F17 satellite. For DMSP-F16, SSMIS-derived data, see NISE Version 3. For DMSP-F18, SSMIS-derived data, see NISE Version 5. For the older, DMSP-F13, Special Sensor Microwave Imager (SSMI) derived data, see NISE Version 2.", "license": "proprietary" }, @@ -141383,7 +141383,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1449515322-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1449515322-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NISE_5", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NISE_5", "description": "The Near-real-time Ice and Snow Extent (NISE) data set provides daily, global maps of sea ice concentrations and snow extent. 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For the older, DMSP-F13, Special Sensor Microwave Imager (SSMI) derived data, see NISE Version 2.", "license": "proprietary" }, @@ -144100,7 +144100,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2113542962-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2113542962-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYm9vdHN0cmFwIHNlYSBpY2UgY29uY2VudHJhdGlvbnMgZnJvbSBuaW1idXMtNyBzbW1yIGFuZCBkbXNwIHNzbS9pLXNzbWlzIHYwMDRcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDA3OVwiLFwiNFwiLDI3OTQ1NDA5MTgsNzFdIiwidW1tIjoiW1wiYm9vdHN0cmFwIHNlYSBpY2UgY29uY2VudHJhdGlvbnMgZnJvbSBuaW1idXMtNyBzbW1yIGFuZCBkbXNwIHNzbS9pLXNzbWlzIHYwMDRcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDA3OVwiLFwiNFwiLDI3OTQ1NDA5MTgsNzFdIn0%3D/NSIDC-0001_6", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiYm9vdHN0cmFwIHNlYSBpY2UgY29uY2VudHJhdGlvbnMgZnJvbSBuaW1idXMtNyBzbW1yIGFuZCBkbXNwIHNzbS9pLXNzbWlzIHYwMDRcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDA3OVwiLFwiNFwiLDI3OTQ1NDA5MTgsNzJdIiwidW1tIjoiW1wiYm9vdHN0cmFwIHNlYSBpY2UgY29uY2VudHJhdGlvbnMgZnJvbSBuaW1idXMtNyBzbW1yIGFuZCBkbXNwIHNzbS9pLXNzbWlzIHYwMDRcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDA3OVwiLFwiNFwiLDI3OTQ1NDA5MTgsNzJdIn0%3D/NSIDC-0001_6", "description": "This data set provides daily gridded brightness temperatures derived from passive microwave sensors and distributed in a polar stereographic projection. 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The InSAR Selected Glacier Site Velocity Maps are produced from image pairs measured by the German Aerospace Center's (DLR) twin satellites TerraSAR-X / TanDEM-X (TSX / TDX). The measurements in this data set are provided in addition to the ice sheet-wide data from the related data set, MEaSUREs Greenland Ice Sheet Velocity Map from InSAR Data. See Greenland Ice Mapping Project (GrIMP) for more related data.", "license": "proprietary" }, @@ -145504,7 +145504,7 @@ "bbox": "-180, -90, 180, -60", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1414573008-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1414573008-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgZ3JlZW5sYW5kIDYgYW5kIDEyIGRheSBpY2Ugc2hlZXQgdmVsb2NpdHkgbW9zYWljcyBmcm9tIHNhciB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIk5TSURDLTA3NjZcIixcIjFcIiwyMTM1MjUxNjUxLDYyXSIsInVtbSI6IltcIm1lYXN1cmVzIGdyZWVubGFuZCA2IGFuZCAxMiBkYXkgaWNlIHNoZWV0IHZlbG9jaXR5IG1vc2FpY3MgZnJvbSBzYXIgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzY2XCIsXCIxXCIsMjEzNTI1MTY1MSw2Ml0ifQ%3D%3D/NSIDC-0484_2", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgZ3JlZW5sYW5kIDYgYW5kIDEyIGRheSBpY2Ugc2hlZXQgdmVsb2NpdHkgbW9zYWljcyBmcm9tIHNhciB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIk5TSURDLTA3NjZcIixcIjFcIiwyMTM1MjUxNjUxLDYzXSIsInVtbSI6IltcIm1lYXN1cmVzIGdyZWVubGFuZCA2IGFuZCAxMiBkYXkgaWNlIHNoZWV0IHZlbG9jaXR5IG1vc2FpY3MgZnJvbSBzYXIgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzY2XCIsXCIxXCIsMjEzNTI1MTY1MSw2M10ifQ%3D%3D/NSIDC-0484_2", "description": "This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, provides the first comprehensive, high-resolution, digital mosaics of ice motion in Antarctica assembled from multiple satellite interferometric, synthetic-aperture radar systems. Data were largely acquired during the International Polar Years 2007 to 2009, as well as between 2013 and 2016. Additional data acquired between 1996 and 2016 were used as needed to maximize coverage. See Antarctic Ice Sheet Velocity and Mapping Data for related data.", "license": "proprietary" }, @@ -145517,7 +145517,7 @@ "bbox": "-180, -90, 180, -60", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1573480652-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1573480652-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaWNlc2F0LTIgZGVyaXZlZCBzZWEgaWNlIG1lbHQgcG9uZCBjaGFyYWN0ZXJpc3RpY3MgZnJvbSB0aGUgZGVuc2l0eS1kaW1lbnNpb24gYWxnb3JpdGhtIHYwMDNcIixcIk5TSURDX0VDU1wiLFwiSVMyTVBEREFcIixcIjNcIiwyOTM1MTgwNTgyLDExXSIsInVtbSI6IltcImljZXNhdC0yIGRlcml2ZWQgc2VhIGljZSBtZWx0IHBvbmQgY2hhcmFjdGVyaXN0aWNzIGZyb20gdGhlIGRlbnNpdHktZGltZW5zaW9uIGFsZ29yaXRobSB2MDAzXCIsXCJOU0lEQ19FQ1NcIixcIklTMk1QRERBXCIsXCIzXCIsMjkzNTE4MDU4MiwxMV0ifQ%3D%3D/NSIDC-0498_2", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaWNlc2F0LTIgZGVyaXZlZCBzZWEgaWNlIG1lbHQgcG9uZCBjaGFyYWN0ZXJpc3RpY3MgZnJvbSB0aGUgZGVuc2l0eS1kaW1lbnNpb24gYWxnb3JpdGhtIHYwMDNcIixcIk5TSURDX0VDU1wiLFwiSVMyTVBEREFcIixcIjNcIiwyOTM1MTgwNTgyLDEyXSIsInVtbSI6IltcImljZXNhdC0yIGRlcml2ZWQgc2VhIGljZSBtZWx0IHBvbmQgY2hhcmFjdGVyaXN0aWNzIGZyb20gdGhlIGRlbnNpdHktZGltZW5zaW9uIGFsZ29yaXRobSB2MDAzXCIsXCJOU0lEQ19FQ1NcIixcIklTMk1QRERBXCIsXCIzXCIsMjkzNTE4MDU4MiwxMl0ifQ%3D%3D/NSIDC-0498_2", "description": "This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, provides 22 years of comprehensive high-resolution mapping of grounding lines in Antarctica from 1992 to 2014. 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See Antarctic Ice Sheet Velocity and Mapping Data for related data.", "license": "proprietary" }, @@ -145608,7 +145608,7 @@ "bbox": "-180, 0, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1000001840-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1000001840-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw1XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNV0ifQ%3D%3D/NSIDC-0530_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw2XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNl0ifQ%3D%3D/NSIDC-0530_1", "description": "This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) program, offers users 25 km Northern Hemisphere snow cover extent represented by four different variables. 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The precision in ice speed and flow direction over 80% of Antarctica is better than prior mappings based on feature and speckle tracking by a factor of 10. Phase-derived velocity mostly covers the years between 2007 and 2018, while tracking-derived velocity (for regions along the coasts) is mostly found in the years from 2013 to 2017. Additional data acquired between 1996 and 2018 were used as needed to maximize coverage. 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The maps are posted at 450 m in the WGS 84/Antarctic Polar Stereographic projection. 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Note, that as a companion product, the radiometer form of the SIR algorithm (rSIR) was used to derive brightness temperatures from SMAP radiometer data for the SMAP Radiometer Twice-Daily rSIR-Enhanced EASE-Grid 2.0 Brightness Temperatures, Version 2, data set (NSIDC-0738).", "license": "proprietary" }, @@ -146388,7 +146388,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2341384722-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2341384722-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw1XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNV0ifQ%3D%3D/NSIDC-0775_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw2XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNl0ifQ%3D%3D/NSIDC-0775_1", "description": "This data set, part of NASA's Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, consists of ice velocities at 240 m resolution, generated from Landsat 4, 5, 7, and 8 optical image pairs. Velocities were derived using the autonomous Repeat Image Feature Tracking algorithm (autoRIFT) processing chain. Data are available for all land ice areas larger than 5 square km, spanning the period from 1985 to 2018 (subject to image availability and quality). Data scarcity and/or low radiometric quality are significant limiting factors for many regions during the earlier years of the data record. 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Data are available from 1985 to 2018. 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Specifically, MODIS land surface temperature data is used with the SMAP Enhanced L2radiometer Half-Orbit 9 km EASE-Grid Soil Moisture product in a downscaling algorithm to estimate soil moisture. The data set is validated by in situ soil moisture measurements from dense soil moisture networks representing different global land cover types. 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Each time step and grid node includes relative error estimates and a quality flag that can be used to filter the data in space and time. The product is also provided with an estimate of static topography in the form of a digital elevation model (DEM), which was used to estimate monthly ice sheet elevation change. 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The six data granules are available as NetCDF (.nc) files, with each containing a unique snow cover classification spanning 2001 to 2023. The six classifications included in this data set are: (1) snow class climatology (SSC), (2) core snow season length (CSS), (3) snow cover duration (SCD), (4) full snow season length (FSS), (5) snow persistence (SP), and (6) snow season persistence (SSP).", "license": "proprietary" }, @@ -146557,7 +146557,7 @@ "bbox": "-180, -90, 180, -54", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C3178054062-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C3178054062-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw1XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNV0ifQ%3D%3D/NSIDC-0792_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw2XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNl0ifQ%3D%3D/NSIDC-0792_1", "description": "This ITS_LIVE data set, part of the Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, includes quarterly estimates of Antarctic ice shelf surface elevation, thickness, basal melt rate, surface mass balance, firn air content, and associated errors, from 17 March 1992 through 16 December 2017 at 1920 m resolution. The data were generated from four European Space Agency (ESA) satellite radar altimetry missions\u2014ERS-1, ERS-2, Envisat, and CryoSat-2\u2014using a novel data fusion approach and the Glacier Energy and Mass Balance model (GEMB).", "license": "proprietary" }, @@ -146570,7 +146570,7 @@ "bbox": "-94.4, 58.33, 11.32, 81.51", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C3177912929-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C3177912929-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw1XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNV0ifQ%3D%3D/NSIDC-0793_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgaXRzX2xpdmUgYW50YXJjdGljIGFubnVhbCAyNDAgbSBpY2Ugc2hlZXQgZXh0ZW50IG1hc2tzLCAxOTk3LTIwMjEgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzk0XCIsXCIxXCIsMzE3OTA3MTU1MCw2XSIsInVtbSI6IltcIm1lYXN1cmVzIGl0c19saXZlIGFudGFyY3RpYyBhbm51YWwgMjQwIG0gaWNlIHNoZWV0IGV4dGVudCBtYXNrcywgMTk5Ny0yMDIxIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTlNJREMtMDc5NFwiLFwiMVwiLDMxNzkwNzE1NTAsNl0ifQ%3D%3D/NSIDC-0793_1", "description": "This ITS_LIVE data set, part of the Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, contains monthly, 120 m resolution ice masks for the Greenland Ice Sheet from 1972 to 2022. The presence of ice was determined from 237,556 manually and AI-derived terminus positions acquired by satellite optical and radar observations. Months with no observations have been gap-filled using past and future observations of terminus positions and advance rates constrained by the average flow speed of the glacier. Animations are also available for 206 catchments that show how the ice front positions have changed over the course of the time series and can be used as a quality control check.", "license": "proprietary" }, @@ -146583,7 +146583,7 @@ "bbox": "-180, -90, 180, -57.6", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C3179071550-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C3179071550-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgZ3JlZW5sYW5kIDYgYW5kIDEyIGRheSBpY2Ugc2hlZXQgdmVsb2NpdHkgbW9zYWljcyBmcm9tIHNhciB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIk5TSURDLTA3NjZcIixcIjFcIiwyMTM1MjUxNjUxLDYyXSIsInVtbSI6IltcIm1lYXN1cmVzIGdyZWVubGFuZCA2IGFuZCAxMiBkYXkgaWNlIHNoZWV0IHZlbG9jaXR5IG1vc2FpY3MgZnJvbSBzYXIgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzY2XCIsXCIxXCIsMjEzNTI1MTY1MSw2Ml0ifQ%3D%3D/NSIDC-0794_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibWVhc3VyZXMgZ3JlZW5sYW5kIDYgYW5kIDEyIGRheSBpY2Ugc2hlZXQgdmVsb2NpdHkgbW9zYWljcyBmcm9tIHNhciB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIk5TSURDLTA3NjZcIixcIjFcIiwyMTM1MjUxNjUxLDYzXSIsInVtbSI6IltcIm1lYXN1cmVzIGdyZWVubGFuZCA2IGFuZCAxMiBkYXkgaWNlIHNoZWV0IHZlbG9jaXR5IG1vc2FpY3MgZnJvbSBzYXIgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJOU0lEQy0wNzY2XCIsXCIxXCIsMjEzNTI1MTY1MSw2M10ifQ%3D%3D/NSIDC-0794_1", "description": "This ITS_LIVE data set, part of the Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, consists of 240 m Antarctic Ice Sheet extent masks at roughly annual resolution from 1997 through 2021. The ice masks were generated by combining data acquired by multiple satellite-borne optical, thermal, and radar sensors. The ice thickness and velocity data used to determine the presence of ice are also provided.", "license": "proprietary" }, @@ -146830,7 +146830,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C190766001-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C190766001-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmAVCS1H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmAVCS1H_1", "description": "The Nimbus Advanced Vidicon Camera System Visible Imagery L1, HDF5 (NmAVCS1H) data set consists of black-and-white images captured by the Advanced Vidicon Camera Systems onboard the Nimbus 1 (1964) and Nimbus 2 (1966) satellites. Data are provided as HDF5-formatted files. Browse images are also available.", "license": "proprietary" }, @@ -146843,7 +146843,7 @@ "bbox": "-180, -60, 180, 60", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C191091721-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C191091721-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmAVCS3G_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmAVCS3G_1", "description": "This data set (NmAVCS3G) consists of daily image composites constructed from Nimbus 1 (1964) and Nimbus 2 (1966) Advanced Vidicon Camera System (AVCS) imagery for the region between 60 N and 60 S. Data are provided as GeoTIFFs. For the HDF5 formatted version of these data, see Nimbus Advanced Vidicon Camera System Remapped Visible Imagery Daily L3, HDF5.", "license": "proprietary" }, @@ -146856,7 +146856,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C191091722-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C191091722-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmAVCS3H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmAVCS3H_1", "description": "This data set (NmAVCS3H) consists of daily, global image composites constructed from Nimbus 1 (1964) and Nimbus 2 (1966) Advanced Vidicon Camera System (AVCS) imagery. Each composite is provided as a set of three HDF5-formatted files: separate North and South Polar projections in the 5 km Equal-Area Scalable Earth Grid (EASE-Grid) and an equatorial projection in a 10 km equidistant grid for the region between 60 N and 60 S.", "license": "proprietary" }, @@ -146869,7 +146869,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1696506410-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1696506410-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmHRIR1H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmHRIR1H_1", "description": "The Nimbus High Resolution Infrared Radiometer Digital Swath Data L1, HDF data set (NmHRIR1H) consists of High Resolution Infrared Radiometer (HRIR) brightness temperatures obtained by the Nimbus 1, Nimbus 2, and Nimbus 3 satellites during 1964, 1966, and 1969. A correction has been applied to minimize seemingly random alignment errors that caused clouds edges and land features to appear jagged in the original 1960s data.", "license": "proprietary" }, @@ -146882,7 +146882,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1703453177-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1703453177-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmHRIR1T_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmHRIR1T_1", "description": "This data set consists of daily, global grayscale TIFF images derived from radiative temperatures measured in the 3.4 to 4.2 \u00b5m window. These data were detected by the High Resolution Infrared Radiometer (HRIR) on board the Nimbus 1, Nimbus 2, and Nimbus 3 satellites during 1964, 1966, and 1969-1970. The Nimbus HRIR sensor was used to map the earth's nighttime cloud cover and to measure cloud top temperatures or surface temperatures. 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For the HDF5 formatted version of these data, see the Nimbus High Resolution Infrared Radiometer Remapped Digital Data Daily L3, HDF5 data set.", "license": "proprietary" }, @@ -146908,7 +146908,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1690336970-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1690336970-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmHRIR3H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmHRIR3H_1", "description": "This data set (NmHRIR3H) consists of daily, global composites of High Resolution Infrared Radiometer (HRIR) data obtained by the Nimbus 1, Nimbus 2, and Nimbus 3 satellites during 1964, 1966, and 1969. 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Browse images are also available.", "license": "proprietary" }, @@ -146921,7 +146921,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1609529618-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1609529618-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmIDCS1H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmIDCS1H_1", "description": "The Nimbus Image Dissector Camera System Visible Imagery L1, HDF5 (NmIDCS1H) data set consists of black-and-white images captured by the Image Dissector Camera Systems (IDCSs) onboard the Nimbus 3 and Nimbus 4 satellites. Data are provided as HDF5-formatted files. Browse images are also available.", "license": "proprietary" }, @@ -146934,7 +146934,7 @@ "bbox": "-180, -60, 180, 60", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1609635077-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1609635077-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmIDCS3G_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmIDCS3G_1", "description": "This data set (NmIDCS3G) consists of daily, global image composites constructed from Nimbus 3 and Nimbus 4 Image Dissector Camera System (IDCS) imagery for the region between 60 N and 60 S. Images were acquired between 23 April, 1969 - 04 January, 1971. Data are available as GeoTIFFs and browse images. For HDF5 formatted version of these data, see Nimbus Image Dissector Camera System Remapped Visible Imagery Daily L3, HDF5.", "license": "proprietary" }, @@ -146947,7 +146947,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1609527648-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1609527648-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmIDCS3H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmIDCS3H_1", "description": "This data set (NmIDCS3H) consists of daily, global image composites constructed from Nimbus 3 and Nimbus 4 Image Dissector Camera System (IDCS) imagery captured from 23 April, 1969 - 04 April, 1971.", "license": "proprietary" }, @@ -146960,7 +146960,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1000001360-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1000001360-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjBdIn0%3D/NmIcEdg2_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIiwidW1tIjoiW1wibmVhciByZWFsLXRpbWUgc21hcCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjEwN1wiLFwiTlNJRENfRUNTXCIsXCJTUEwyU01QX05SVFwiLFwiMTA3XCIsMjMxMjA5NjE3NSw4MjZdIn0%3D/NmIcEdg2_1", "description": "This data set (NmIcEdg2) estimates the location of the North and South Pole sea ice edges at various times during the mid to late 1960s, based on recovered Nimbus 1 (1964), Nimbus 2 (1966), and Nimbus 3 (1969) visible imagery.", "license": "proprietary" }, @@ -146973,7 +146973,7 @@ "bbox": "-180, -90, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1701043553-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1701043553-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmltYnVzIHRlbXBlcmF0dXJlLWh1bWlkaXR5IGluZnJhcmVkIHJhZGlvbWV0ZXIgMTEuNSDCtW0gcmVtYXBwZWQgZGlnaXRhbCBkYXRhIGRhaWx5IGwzLCBoZGY1IHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTm1USElSMTE1LTNIXCIsXCIxXCIsMTYxNzMyNzA0OCw4M10iLCJ1bW0iOiJbXCJuaW1idXMgdGVtcGVyYXR1cmUtaHVtaWRpdHkgaW5mcmFyZWQgcmFkaW9tZXRlciAxMS41IMK1bSByZW1hcHBlZCBkaWdpdGFsIGRhdGEgZGFpbHkgbDMsIGhkZjUgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJObVRISVIxMTUtM0hcIixcIjFcIiwxNjE3MzI3MDQ4LDgzXSJ9/NmTHIR115-1H_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmltYnVzIHRlbXBlcmF0dXJlLWh1bWlkaXR5IGluZnJhcmVkIHJhZGlvbWV0ZXIgMTEuNSDCtW0gcmVtYXBwZWQgZGlnaXRhbCBkYXRhIGRhaWx5IGwzLCBoZGY1IHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTm1USElSMTE1LTNIXCIsXCIxXCIsMTYxNzMyNzA0OCw4NF0iLCJ1bW0iOiJbXCJuaW1idXMgdGVtcGVyYXR1cmUtaHVtaWRpdHkgaW5mcmFyZWQgcmFkaW9tZXRlciAxMS41IMK1bSByZW1hcHBlZCBkaWdpdGFsIGRhdGEgZGFpbHkgbDMsIGhkZjUgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJObVRISVIxMTUtM0hcIixcIjFcIiwxNjE3MzI3MDQ4LDg0XSJ9/NmTHIR115-1H_1", "description": "This data set (NmTHIR115-1H) consists of daily, global radiative temperatures measured in the 11.5 \u00b5m window (10.5 \u00b5m - 12.5 \u00b5m) by the Temperature-Humidity Infrared Radiometer (THIR) on board the Nimbus 4 satellite. 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Both rovers were deployed within approximately 6km of the base station and equipped with a GNSS antennae and a base-station radio antennae from which to receive corrections.", "license": "proprietary" }, @@ -163067,7 +163067,7 @@ "bbox": "-108.22367, 38.9935, -107.85785, 39.11115", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1655875737-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1655875737-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX17_GPR_2", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX17_GPR_2", "description": "This data set contains the results of a ground penetrating radar survey conducted at Grand Mesa, Colorado. Data include the two-way travel time, calculated snow depth, and calculated snow water equivalent. Data were collected between 08 February 2017 and 25 February 2017 as part of the 2017 SnowEx campaign. The unprocessed, raw data are also archived at NSIDC (DOI: 10.5067/ZPOLBRHVWG5V).", "license": "proprietary" }, @@ -163080,7 +163080,7 @@ "bbox": "-109.05, 37, -102.05, 41", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1546184063-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1546184063-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX17_GPR_Raw_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX17_GPR_Raw_1", "description": "This data set contains the RAW and UNPROCESSED results of a ground penetrating radar survey conducted as part of the 2017 SnowEx campaign. The processed data can be found here: https://dx.doi.org/10.5067/NPZYNEEUGQUO Data were collected between 08 February 2017 and 25 February 2017 at Grand Mesa, Colorado. Grand Mesa is a snow-covered, forested study site about 40 miles east of Grand Junction, Colorado.", "license": "proprietary" }, @@ -163093,7 +163093,7 @@ "bbox": "-109.050072, 36.993108, -102.042125, 40.000656", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1550139370-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1550139370-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX17_KT15_TB_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX17_KT15_TB_1", "description": "This data set contains brightness temperature readings. Brightness temperatures were measured using a KT-15 pyrometer flown on a P-3 aircraft over 2017 SnowEx campaign study areas in Colorado, USA: Grand Mesa, a snow-covered, forested study site about 40 miles east of Grand Junction; and Senator Beck Basin, approximately 80 miles to the SSE of Grand Mesa. Data represents the nadir brightness temperature below the aircraft.", "license": "proprietary" }, @@ -163106,7 +163106,7 @@ "bbox": "-109.050072, 36.993108, -102.042125, 41.000656", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1549510022-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1549510022-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX17_P3V_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX17_P3V_1", "description": "This data set contains video footage of two locations in Colorado, USA: Grand Mesa, a snow-covered forested study site about 40 miles east of Grand Junction, and Senator Beck Basin, approximately 80 miles to the SSE of Grand Mesa. Video footage was captured using a video camera mounted to the belly of a P-3 aircraft during the 2017 SnowEx science flights. The video footage is raw.", "license": "proprietary" }, @@ -163119,7 +163119,7 @@ "bbox": "-109.050072, 36.993108, -102.042125, 41.000656", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1556467147-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1556467147-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MTcgc2VuYXRvciBiZWNrIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMTdfU01QMlwiLFwiMVwiLDE3MjA0NTg0NjYsODNdIiwidW1tIjoiW1wic25vd2V4MTcgc2VuYXRvciBiZWNrIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMTdfU01QMlwiLFwiMVwiLDE3MjA0NTg0NjYsODNdIn0%3D/SNEX17_QWIP_ST_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MTcgc2VuYXRvciBiZWNrIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMTdfU01QMlwiLFwiMVwiLDE3MjA0NTg0NjYsODVdIiwidW1tIjoiW1wic25vd2V4MTcgc2VuYXRvciBiZWNrIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMTdfU01QMlwiLFwiMVwiLDE3MjA0NTg0NjYsODVdIn0%3D/SNEX17_QWIP_ST_1", "description": "This data set contains infrared camera images collected during the 2017 SnowEx campaign in Grand Mesa and Senator Beck Basin, Colorado. Images were taken using a Quantum Well Infrared Photodetector (QWIP) camera system manufactured by QmagiQ and mounted to the P-3 aircraft, which was flown over the study areas. The QWIP camera records images at a rate of 60 Hz and has a field of view of 11x9 degrees. The QWIP camera can distinguish temperature variations of approximately 0.02\u00b0C. This data set contains raw QWIP data, presented as \"counts.\" Data are contained in TIFF image files with dimensions of 320x256 counts.", "license": "proprietary" }, @@ -163132,7 +163132,7 @@ "bbox": "-108.2313453, 39.02098, -107.846975, 39.10552", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1597736755-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1597736755-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX17_SBR_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX17_SBR_1", "description": "This data set consists of surface-based radiometer (SBR) brightness temperatures of the snow surface and vegetation at Grand Mesa, CO, USA, acquired during NASA's 2017 SnowEx campaign. Four SBRs were deployed in the field and obtained measurements at 89, 37, 19, and 10.67 GHz in both vertical (V-pol) and horizontal (H-pol) polarizations. Data are available for 37 locations across Grand Mesa collected over five days in February, 2017. They include both 2-4 minute observations and 20 minute, continuous measurements during surface melt, with the latter designed to capture the brightness temperature increase caused by the presence of liquid water in the snow. 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Each point contains X, Y, and Z coordinates (Easting, Northing, and Elevation), as well as intensity (i).", "license": "proprietary" }, @@ -163288,7 +163288,7 @@ "bbox": "-108.22, 39.012, -107.93, 39.05", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1595052278-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1595052278-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX17_TLS_PC_CRREL_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX17_TLS_PC_CRREL_1", "description": "This data set contains terrestrial LIDAR survey (TLS) point cloud data collected at Grand Mesa, Colorado as part of the 2017 SnowEx campaign. 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Measurements were taken using the SnowMicroPen (SMP), a digital snow penetrometer, from three snow pits. The data files contain force measurements of the snowpack from the top of the snow surface to the ground. 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These data contain the geolocated, unprocessed, common midpoint (CMP) gathers from a Sensors & Software pulseEKKO PRO 1 GHz multi-polarization ground penetrating radar (GPR). Multi-offset gathers were collected by placing antennas on the snow surface and expanding the antenna separation about a fixed midpoint out to a 2 m offset. CMP gathers were collected in HH and HV polarizations. Data were collected at three locations around Grand Mesa IOP snow pits 2N12 and 1S8 (see DOI: 10.5067/DUD2VZEVBJ7S for more details on Grand Mesa IOP snow pits). Data at snow pit 2N12 were acquired on the groomed snowmobile road (CMP1), in the fresh snow behind the snow pit wall (CMP2), and in the right rut of the SUSV track (CMP3). Data at snow pit 1S8 were acquired in the right rut of the SUSV track (CMP1), in the left rut of the SUSV track (CMP2), and in the fresh snow behind the snow pit wall (CMP3). 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These data contain snow water equivalent (SWE) estimates. SWE is derived from Sensors & Software pulseEKKO PRO 1 GHz multi-polarization ground penetrating radar (GPR) two-way travel times. Data were collected at three locations around Grand Mesa IOP snow pits 2N12 and 1S8 (see DOI: 10.5067/DUD2VZEVBJ7S for more details on Grand Mesa IOP snow pits). Data at snow pit 2N12 were acquired on the groomed snowmobile road (CMP1), in the fresh snow behind the snow pit wall (CMP2), and in the right rut of the SUSV track (CMP3). Data at snow pit 1S8 were acquired in the right rut of the SUSV track (CMP1), in the left rut of the SUSV track (CMP2), and in the fresh snow behind the snow pit wall (CMP3). 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GPR measurements were collected during the SnowEx 2020 Grand Mesa Intensive Observation Period (IOP) between 28 January and 04 February 2020. Snow depth was estimated from GPR two-way travel times and average radar velocity; SWE was estimated from snow depth and snow density. 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Data were collected under both snow-off (September 2019) and snow-on (February 2020) conditions, at both open and forested locations. Multiple scans were conducted at each site and registered together using common targets. Each point contains X, Y, and Z coordinates (Easting, Northing, and Elevation), as well as intensity (i). 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Surveys were conducted at three different field sites between 07 March 2023 and 16 March 2023: 1) Farmers Loop/Creamers Field, 2) the Bonanza Creek Experimental Forest, and 3) the Caribou/Poker Creek Research Watershed.", "license": "proprietary" }, @@ -164003,7 +164003,7 @@ "bbox": "-148.5, 64.5, -148, 70", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2893208516-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2893208516-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjAgc25vd21pY3JvcGVuIChzbXApIHJhdyBwZW5ldHJhdGlvbiBmb3JjZSBwcm9maWxlcyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyMF9TTVBcIixcIjFcIiwxOTMxNDI2MDUwLDgxXSIsInVtbSI6IltcInNub3dleDIwIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjBfU01QXCIsXCIxXCIsMTkzMTQyNjA1MCw4MV0ifQ%3D%3D/SNEX23_Lidar_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjAgc25vd21pY3JvcGVuIChzbXApIHJhdyBwZW5ldHJhdGlvbiBmb3JjZSBwcm9maWxlcyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyMF9TTVBcIixcIjFcIiwxOTMxNDI2MDUwLDgzXSIsInVtbSI6IltcInNub3dleDIwIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjBfU01QXCIsXCIxXCIsMTkzMTQyNjA1MCw4M10ifQ%3D%3D/SNEX23_Lidar_1", "description": "This data set provides digital terrain models, snow depth, and canopy height, acquired by a scanning lidar system and derived from Point Cloud Digital Terrain Models (PCDTMs) from two regions of Alaska, USA collected as part of the NASA SnowEx 2023 field campaign. The study sites include a boreal forest environment in the Fairbanks region of central Alaska (the Bonanza Creek Experimental Forest, Caribou Poker Creek watershed, and Farmer\u2019s Loop/Creamer\u2019s Field) and a coastal tundra environment in the North Slope region of the northern Alaska coastal plain (Arctic coastal plain and Upper Kuparuk Toolik). The raw data from which these data are derived are available as SnowEx23 Airborne Lidar Scans Raw, Version 1.", "license": "proprietary" }, @@ -164016,7 +164016,7 @@ "bbox": "-148.5, 64.5, -148, 70", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2893835306-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2893835306-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjAgc25vd21pY3JvcGVuIChzbXApIHJhdyBwZW5ldHJhdGlvbiBmb3JjZSBwcm9maWxlcyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyMF9TTVBcIixcIjFcIiwxOTMxNDI2MDUwLDgxXSIsInVtbSI6IltcInNub3dleDIwIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjBfU01QXCIsXCIxXCIsMTkzMTQyNjA1MCw4MV0ifQ%3D%3D/SNEX23_Lidar_Raw_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjAgc25vd21pY3JvcGVuIChzbXApIHJhdyBwZW5ldHJhdGlvbiBmb3JjZSBwcm9maWxlcyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyMF9TTVBcIixcIjFcIiwxOTMxNDI2MDUwLDgzXSIsInVtbSI6IltcInNub3dleDIwIHNub3dtaWNyb3BlbiAoc21wKSByYXcgcGVuZXRyYXRpb24gZm9yY2UgcHJvZmlsZXMgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjBfU01QXCIsXCIxXCIsMTkzMTQyNjA1MCw4M10ifQ%3D%3D/SNEX23_Lidar_Raw_1", "description": "This data set provides raw lidar data from two regions of Alaska, USA collected as part of the NASA SnowEx 2023 field campaign. The study sites include a boreal forest environment in the Fairbanks region of central Alaska (the Bonanza Creek Experimental Forest, Caribou Poker Creek watershed, and Farmer\u2019s Loop/Creamer\u2019s Field) and a coastal tundra environment in the North Slope region of the northern Alaska coastal plain (Arctic coastal plain and Upper Kuparuk Toolik). Processed data, including digital terrain models, snow depth, and canopy height derived from Point Cloud Digital Terrain Models (PCDTMs) are available as SnowEx23 Airborne Lidar-Derived 0.25M Snow Depth and Canopy Height, Version 1.", "license": "proprietary" }, @@ -164029,7 +164029,7 @@ "bbox": "-149.597, 64.699, -147.49, 70.085", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C3154261714-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C3154261714-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwyXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsMl0ifQ%3D%3D/SNEX23_MAR22_SD_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwzXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsM10ifQ%3D%3D/SNEX23_MAR22_SD_1", "description": "The data set contains snow depth measurements from two regions of Alaska, USA collected during the March 2022 intensive observation period (IOP) as part of the NASA SnowEx 2023 field campaign. The study sites include three boreal forest sites in the Fairbanks region of central Alaska (the Bonanza Creek Experimental Forest, Caribou Poker Creek watershed, and Farmer\u2019s Loop/Creamer\u2019s Field) and a coastal tundra site in the North Slope region (Arctic coastal plain). Snow depth measurements collected from the study sampling sites during the subsequent field season are available as SnowEx23 Mar23 IOP Snow Depth Measurements, Version 1.", "license": "proprietary" }, @@ -164042,7 +164042,7 @@ "bbox": "-149.597, 64.699, -147.49, 70.085", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C3172387010-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C3172387010-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwyXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsMl0ifQ%3D%3D/SNEX23_MAR23_SD_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwzXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsM10ifQ%3D%3D/SNEX23_MAR23_SD_1", "description": "The data set contains snow depth measurements from five study sites in Alaska, USA; data were collected during the March 2023 intensive observation period (IOP) as part of the NASA SnowEx 2023 field campaign. The study sites include three boreal forest sites in the Fairbanks region of central Alaska (the Bonanza Creek Experimental Forest, Caribou Poker Creek watershed, and Farmer\u2019s Loop/Creamer\u2019s Field) and two coastal tundra sites in the North Slope region (Arctic coastal plain and Upper Kuparuk Toolik). Snow depth measurements collected from the study sampling sites during the previous field season are available as SnowEx23 Mar22 IOP Snow Depth Measurements, Version 1.", "license": "proprietary" }, @@ -164055,7 +164055,7 @@ "bbox": "-149.597, 64.701, -147.4905, 70.085", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2735033831-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2735033831-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwyXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsMl0ifQ%3D%3D/SNEX23_SSA_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwzXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsM10ifQ%3D%3D/SNEX23_SSA_1", "description": "This data set contains vertical profiles of snow reflectance and specific surface area (SSA) from the Fairbanks region of central Alaska (the Bonanza Creek Experimental Forest, the Caribou Poker Creek watershed and Farmers Loop/Creamer\u2019s Field), and a coastal tundra environment in the North Slope region of northern Alaska (the Arctic coastal plain and Upper Kuparuk Toolik), collected as part of the NASA SnowEx 2023 field campaign in March 2023. Reflectance was measured in snow pits using three different integrating sphere laser devices: an A2 Photonic Sensor IceCube (1310 nm), an IRIS (InfraRed Integrating Sphere) system (1310 nm), and an InfraSnow SSA sensor (945 nm). Measured reflectance values were converted to SSA during data processing. It is recommended that data users work with either the IceCube or IRIS data, as the InfraSnow data was collected primarily for testing of the instrument\u2019s capabilities. Snow-off SSA data from these same study sites are available as SnowEx23 Laser Snow Microstructure Specific Surface Area Snow-off Data, Version 1.", "license": "proprietary" }, @@ -164068,7 +164068,7 @@ "bbox": "-149.5964, 64.701, -147.4906, 70.084", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2881748646-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2881748646-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwyXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsMl0ifQ%3D%3D/SNEX23_SSA_SO_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwzXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsM10ifQ%3D%3D/SNEX23_SSA_SO_1", "description": "This data set reports vertical profiles of snow reflectance and specific surface area (SSA) from two study sites in Alaska, USA collected as part of the NASA SnowEx 2023 field campaign. The study sites include a boreal forest environment in the Fairbanks region of central Alaska (the Bonanza Creek Experimental Forest, the Caribou Poker Creek watershed and Farmers Loop/Creamer\u2019s Field), and a coastal tundra environment in the North Slope region of northern Alaska (the Arctic coastal plain and Upper Kuparuk Toolik). Reflectance was measured in situ using an A2 Photonic Sensor IceCube (1310 nm). Measured reflectance values were converted to SSA during data processing following the methods of Gallet et al., (2009). Snow-on SSA data from these same study sites were collected in March 2023 and are available as SnowEx23 Laser Snow Microstructure Specific Surface Area Data, Version 1.", "license": "proprietary" }, @@ -164081,7 +164081,7 @@ "bbox": "-149.494, 64.8677, -147.6745, 68.615", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C3041011983-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C3041011983-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwyXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsMl0ifQ%3D%3D/SNEX23_SWE_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwzXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsM10ifQ%3D%3D/SNEX23_SWE_1", "description": "This data set presents snow depth, snow water equivalent (SWE), and bulk snow density data collected during the NASA SnowEx 2023 field campaign between March 13-16 2023. Samples were collected using an Adirondack snow sampler (SWE tube) from two study sites: Upper Kuparuk and Toolik (UKT), an arctic tundra environment in Northern Alaska, and Farmers Loop Creamers Field (FLCF), a boreal forest near Fairbanks, Alaska.", "license": "proprietary" }, @@ -164094,7 +164094,7 @@ "bbox": "-149.54981, 68.58784, -148.61304, 70.0846", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2917647163-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2917647163-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwyXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsMl0ifQ%3D%3D/SNEX23_UW_GPR_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic25vd2V4MjMgY3JyZWwgZ3JvdW5kIHBlbmV0cmF0aW5nIHJhZGFyIHJhdyB2MDAxXCIsXCJOU0lEQ19FQ1NcIixcIlNORVgyM19DUlJFTF9HUFJfUmF3XCIsXCIxXCIsMzIyNzI2NjcxMiwzXSIsInVtbSI6IltcInNub3dleDIzIGNycmVsIGdyb3VuZCBwZW5ldHJhdGluZyByYWRhciByYXcgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJTTkVYMjNfQ1JSRUxfR1BSX1Jhd1wiLFwiMVwiLDMyMjcyNjY3MTIsM10ifQ%3D%3D/SNEX23_UW_GPR_1", "description": "This data set contains the results of 1 GHz ground-penetrating radar surveys conducted at the Arctic Coastal Plain (ACP) site and the Upper Kuparuk/Toolik (UKT) site in northern Alaska during the SnowEx23 field campaign. Data include two-way travel time, derived snow depth, and derived snow water equivalent. 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Two of the snow depth maps coincide temporally with the 2017 NASA SnowEx Grand Mesa field campaign, providing a comparison between the satellite derived snow depth and in-situ snow depth measurements. The VHR stereo images were acquired each year between 2016 and 2022 during the approximate timing of peak snow depth by the Maxar WorldView-2, WorldView-3, and CNES/Airbus Pl\u00e9iades-HR 1A and 1B satellites, while lidar data was sourced from the USGS 3D Elevation Program.", "license": "proprietary" }, @@ -164120,7 +164120,7 @@ "bbox": "-108.21399, 39.03388, -107.88383, 39.10358", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2555433963-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2555433963-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX_Met_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX_Met_1", "description": "This dataset contains meteorological data collected as part of the ongoing the NASA SnowEx mission, from five meteorological stations installed between 2016-2017 in Grand Mesa, Colorado, to provide supporting data for SnowEx field campaigns and forcing data for modeling. Each station collects a suite of meteorological data at a fixed geographic point, from varying heights above and below the surface elevation. Measured data include: air temperature, relative humidity, long and shortwave solar radiation, barometric pressure, soil moisture and temperature, and derived snow depth. The temporal data coverage varies between each station, but spans October 2016 to August 2022. The dataset(s) contain air temperature and relative humidity (10ft and 20ft levels), 4-component radiation (shortwave, longwave), barometric pressure, soil-moisture and temperature (three depths), and a snow-depth product. Data coverage varies for each met station, but spans the time period of October 2016 \u2013 August, 2022. The data frequency is hourly and times are in UTC. The data is monotonic (no duplicate or mis-orderd timestamps) and steps have been taken to remove erroneous data. Periods of missing data are filled with NaN values. The scripts used to process raw data into the current format are available on the github page (https://github.com/wrudisill/GrandMesaMetData/blob/main/process_data_initial.py).", "license": "proprietary" }, @@ -164133,7 +164133,7 @@ "bbox": "-108.21399, 39.03388, -107.88383, 39.10358", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2556535183-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2556535183-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjJdIn0%3D/SNEX_Met_Raw_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIiwidW1tIjoiW1wic21hcHZleDE5LTIyIG1pbGxicm9vayBsaWRhciBkZXJpdmVkIGRpZ2l0YWwgZWxldmF0aW9uIG1vZGVsIHYwMDFcIixcIk5TSURDX0VDU1wiLFwiU1YxOU1CX0RFTVwiLFwiMVwiLDI2OTcxODA1MzIsNjNdIn0%3D/SNEX_Met_Raw_1", "description": "This dataset contains raw meteorological data collected as part of the ongoing the NASA SnowEx mission, from five meteorological stations installed between 2016-2017 in Grand Mesa, Colorado, to provide supporting data for SnowEx field campaigns and forcing data for modeling", "license": "proprietary" }, @@ -166018,7 +166018,7 @@ "bbox": "-180, -86.4, 180, 86.4", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1000001801-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1000001801-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL1AP_002", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL1AP_002", "description": "

Each Level-1A (L1A) granule incorporates all radiometer data downlinked from the Soil Moisture Active Passive (SMAP) spacecraft for one specific half orbit. The data are scaled instrument counts of the following:

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SMAP L-band brightness temperatures are referenced to the Earth's surface with undesired and erroneous radiometric sources removed.", "license": "proprietary" }, @@ -166239,7 +166239,7 @@ "bbox": "-180, -86.4, 180, 86.4", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2776463679-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2776463679-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL1BTB_006", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL1BTB_006", "description": "This Level-1B (L1B) product provides calibrated estimates of time-ordered geolocated brightness temperatures measured by the Soil Moisture Active Passive (SMAP) passive microwave radiometer. SMAP L-band brightness temperatures are referenced to the Earth's surface with undesired and erroneous radiometric sources removed.", "license": "proprietary" }, @@ -166252,7 +166252,7 @@ "bbox": "-180, -86.4, 180, 86.4", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2257958430-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2257958430-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibW9kaXMvYXF1YSBzbm93IGNvdmVyIDUtbWluIGwyIHN3YXRoIDUwMG0gdjA2MVwiLFwiTlNJRENfRUNTXCIsXCJNWUQxMF9MMlwiLFwiNjFcIiwxNjQ2NjEwMTAxLDcyXSIsInVtbSI6IltcIm1vZGlzL2FxdWEgc25vdyBjb3ZlciA1LW1pbiBsMiBzd2F0aCA1MDBtIHYwNjFcIixcIk5TSURDX0VDU1wiLFwiTVlEMTBfTDJcIixcIjYxXCIsMTY0NjYxMDEwMSw3Ml0ifQ%3D%3D/SPL1BTB_NRT_105", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibW9kaXMvYXF1YSBzbm93IGNvdmVyIDUtbWluIGwyIHN3YXRoIDUwMG0gdjA2MVwiLFwiTlNJRENfRUNTXCIsXCJNWUQxMF9MMlwiLFwiNjFcIiwxNjQ2NjEwMTAxLDczXSIsInVtbSI6IltcIm1vZGlzL2FxdWEgc25vdyBjb3ZlciA1LW1pbiBsMiBzd2F0aCA1MDBtIHYwNjFcIixcIk5TSURDX0VDU1wiLFwiTVlEMTBfTDJcIixcIjYxXCIsMTY0NjYxMDEwMSw3M10ifQ%3D%3D/SPL1BTB_NRT_105", "description": "This Near Real-Time (NRT) data set corresponds to the standard SMAP L1B Radiometer Half-Orbit Time-Ordered Brightness Temperatures (SPL1BTB) product. The data provide calibrated estimates of time-ordered geolocated brightness temperature data measured by the Soil Moisture Active Passive (SMAP) passive microwave radiometer, the SMAP L-band radiometer. These Near Real-Time data are available within three hours of satellite observation. The data are created using the latest available ancillary data and spacecraft and antenna attitude data to reduce latency. The SMAP satellite orbits Earth every two to three days, providing half-orbit, ascending and descending, coverage from 86.4\u00b0S to 86.4\u00b0N in swaths 1000 km across. Data are stored for approximately two to three weeks. Thus, at any given time, users have access to at least fourteen consecutive days of Near Real-Time data through the NSIDC DAAC. Users deciding between the NRT and standard SMAP products should consider the immediacy of their needs versus the quality of the data required. Near real-time data are provided for operational needs whereas standard products meet the quality needs of scientific research. 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SMAP L-band backscatter and brightness temperatures are used to derive soil moisture data, which are then resampled to an Earth-fixed, global, cylindrical 9 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0).", "license": "proprietary" }, @@ -166564,7 +166564,7 @@ "bbox": "-180, -60, 180, 60", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1931663473-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1931663473-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBsMyByYWRpb21ldGVyIGdsb2JhbCBkYWlseSAzNiBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA4XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDNTTVBcIixcIjhcIiwyMTM2NDcxNzA1LDc3XSIsInVtbSI6IltcInNtYXAgbDMgcmFkaW9tZXRlciBnbG9iYWwgZGFpbHkgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjAwOFwiLFwiTlNJRENfRUNTXCIsXCJTUEwzU01QXCIsXCI4XCIsMjEzNjQ3MTcwNSw3N10ifQ%3D%3D/SPL2SMAP_S_003", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBsMyByYWRpb21ldGVyIGdsb2JhbCBkYWlseSAzNiBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA4XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDNTTVBcIixcIjhcIiwyMTM2NDcxNzA1LDc5XSIsInVtbSI6IltcInNtYXAgbDMgcmFkaW9tZXRlciBnbG9iYWwgZGFpbHkgMzYga20gZWFzZS1ncmlkIHNvaWwgbW9pc3R1cmUgdjAwOFwiLFwiTlNJRENfRUNTXCIsXCJTUEwzU01QXCIsXCI4XCIsMjEzNjQ3MTcwNSw3OV0ifQ%3D%3D/SPL2SMAP_S_003", "description": "This Level-2 (L2) soil moisture product provides estimates of land surface conditions retrieved by both the Soil Moisture Active Passive (SMAP) radiometer during 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes and the Sentinel-1A and -1B radar. SMAP L-band brightness temperatures and Copernicus Sentinel-1 C-band backscatter coefficients are used to derive soil moisture data, which are then resampled to an Earth-fixed, cylindrical 3 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0). While the 3 km data product has undergone validation, the 1 km product has not and should be used with caution.", "license": "proprietary" }, @@ -166577,7 +166577,7 @@ "bbox": "-180, -85.044, 180, 85.044", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1236303826-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1236303826-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL2SMA_003", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL2SMA_003", "description": "This Level-2 (L2) soil moisture product provides estimates of global land surface conditions retrieved by the Soil Moisture Active Passive (SMAP) active radar during 6:00 a.m. descending half-orbit passes, as well as ancillary data such as surface temperature and vegetation water content. 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SMAP L-band brightness temperatures are resampled to an Earth-fixed, global, cylindrical 36 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) [and made available as the SPL1CTB product], and the gridded brightness temperatures are then used to derive gridded soil moisture data.", "license": "proprietary" }, @@ -166603,7 +166603,7 @@ "bbox": "-180, -85.044, 180, 85.044", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2776463734-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2776463734-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL2SMP_009", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL2SMP_009", "description": "This Level-2 (L2) soil moisture product provides estimates of global land surface conditions retrieved by the Soil Moisture Active Passive (SMAP) passive microwave radiometer during 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. SMAP L-band brightness temperatures are resampled to an Earth-fixed, global, cylindrical 36 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) [and made available as the SPL1CTB product], and the gridded brightness temperatures are then used to derive gridded soil moisture data.", "license": "proprietary" }, @@ -166616,7 +166616,7 @@ "bbox": "-180, -85.044, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2136471686-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2136471686-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmltYnVzIHRlbXBlcmF0dXJlLWh1bWlkaXR5IGluZnJhcmVkIHJhZGlvbWV0ZXIgMTEuNSDCtW0gcmVtYXBwZWQgZGlnaXRhbCBkYXRhIGRhaWx5IGwzLCBoZGY1IHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTm1USElSMTE1LTNIXCIsXCIxXCIsMTYxNzMyNzA0OCw4M10iLCJ1bW0iOiJbXCJuaW1idXMgdGVtcGVyYXR1cmUtaHVtaWRpdHkgaW5mcmFyZWQgcmFkaW9tZXRlciAxMS41IMK1bSByZW1hcHBlZCBkaWdpdGFsIGRhdGEgZGFpbHkgbDMsIGhkZjUgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJObVRISVIxMTUtM0hcIixcIjFcIiwxNjE3MzI3MDQ4LDgzXSJ9/SPL2SMP_E_005", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibmltYnVzIHRlbXBlcmF0dXJlLWh1bWlkaXR5IGluZnJhcmVkIHJhZGlvbWV0ZXIgMTEuNSDCtW0gcmVtYXBwZWQgZGlnaXRhbCBkYXRhIGRhaWx5IGwzLCBoZGY1IHYwMDFcIixcIk5TSURDX0VDU1wiLFwiTm1USElSMTE1LTNIXCIsXCIxXCIsMTYxNzMyNzA0OCw4NF0iLCJ1bW0iOiJbXCJuaW1idXMgdGVtcGVyYXR1cmUtaHVtaWRpdHkgaW5mcmFyZWQgcmFkaW9tZXRlciAxMS41IMK1bSByZW1hcHBlZCBkaWdpdGFsIGRhdGEgZGFpbHkgbDMsIGhkZjUgdjAwMVwiLFwiTlNJRENfRUNTXCIsXCJObVRISVIxMTUtM0hcIixcIjFcIiwxNjE3MzI3MDQ4LDg0XSJ9/SPL2SMP_E_005", "description": "This enhanced Level-2 (L2) product contains calibrated, geolocated, brightness temperatures acquired by the Soil Moisture Active Passive (SMAP) radiometer during 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. This product is derived from SMAP Level-1B (L1B) interpolated antenna temperatures. Backus-Gilbert optimal interpolation techniques are used to extract maximum information from SMAP antenna temperatures and convert them to brightness temperatures, which are posted to the 9 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) in a global cylindrical projection [available as the SPl1CTB_E product]. As of 2021, the data are also posted to the Northern Hemisphere EASE-Grid 2.0, an azimuthal equal-area projection. These 9-km brightness temperatures are then used to retrieve surface soil moisture posted on the 9-km grid [this SPL2SMP_E product].", "license": "proprietary" }, @@ -166629,7 +166629,7 @@ "bbox": "-180, -85.044, 180, 90", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2776463773-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2776463773-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL2SMP_E_006", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL2SMP_E_006", "description": "This enhanced Level-2 (L2) product contains calibrated, geolocated, brightness temperatures acquired by the Soil Moisture Active Passive (SMAP) radiometer during 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. This product is derived from SMAP Level-1B (L1B) interpolated antenna temperatures. Backus-Gilbert optimal interpolation techniques are used to extract maximum information from SMAP antenna temperatures and convert them to brightness temperatures, which are posted to the 9 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) in a global cylindrical projection [available as the SPl1CTB_E product]. As of 2021, the data are also posted to the Northern Hemisphere EASE-Grid 2.0, an azimuthal equal-area projection. These 9-km brightness temperatures are then used to retrieve surface soil moisture posted on the 9-km grid [this SPL2SMP_E product].", "license": "proprietary" }, @@ -166642,7 +166642,7 @@ "bbox": "-180, -85.044, 180, 85.044", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2312096175-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2312096175-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibW9kaXMvYXF1YSBzbm93IGNvdmVyIDUtbWluIGwyIHN3YXRoIDUwMG0gdjA2MVwiLFwiTlNJRENfRUNTXCIsXCJNWUQxMF9MMlwiLFwiNjFcIiwxNjQ2NjEwMTAxLDcyXSIsInVtbSI6IltcIm1vZGlzL2FxdWEgc25vdyBjb3ZlciA1LW1pbiBsMiBzd2F0aCA1MDBtIHYwNjFcIixcIk5TSURDX0VDU1wiLFwiTVlEMTBfTDJcIixcIjYxXCIsMTY0NjYxMDEwMSw3Ml0ifQ%3D%3D/SPL2SMP_NRT_107", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wibW9kaXMvYXF1YSBzbm93IGNvdmVyIDUtbWluIGwyIHN3YXRoIDUwMG0gdjA2MVwiLFwiTlNJRENfRUNTXCIsXCJNWUQxMF9MMlwiLFwiNjFcIiwxNjQ2NjEwMTAxLDczXSIsInVtbSI6IltcIm1vZGlzL2FxdWEgc25vdyBjb3ZlciA1LW1pbiBsMiBzd2F0aCA1MDBtIHYwNjFcIixcIk5TSURDX0VDU1wiLFwiTVlEMTBfTDJcIixcIjYxXCIsMTY0NjYxMDEwMSw3M10ifQ%3D%3D/SPL2SMP_NRT_107", "description": "This Near Real-Time (NRT) data set corresponds to the standard SMAP L2 Radiometer Half-Orbit 36 km EASE-Grid Soil Moisture (SPL2SMP) product. The data provide estimates of global land surface conditions measured by the Soil Moisture Active Passive (SMAP) passive microwave radiometer, the SMAP L-band radiometer. These Near Real-Time data are available within three hours of satellite observation. The data are created using the latest available ancillary data and spacecraft and antenna attitude data to reduce latency. The SMAP satellite orbits Earth every two to three days, providing half-orbit, ascending and descending, coverage from 86.4\u00b0S to 86.4\u00b0N in swaths 1000 km across. Data are stored for approximately two to three weeks. Thus, at any given time, users have access to at least fourteen consecutive days of Near Real-Time data through the NSIDC DAAC. Users deciding between the NRT and standard SMAP products should consider the immediacy of their needs versus the quality of the data required. Near real-time data are provided for operational needs whereas standard products meet the quality needs of scientific research. If latency is not a primary concern, users are encouraged to use the standard science product SPL2SMP (https://doi.org/10.5067/LPJ8F0TAK6E0).", "license": "proprietary" }, @@ -166655,7 +166655,7 @@ "bbox": "-180, 45, 180, 85.044", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1236303849-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1236303849-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL3FTA_003", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL3FTA_003", "description": "This Level-3 (L3) product provides a daily composite of Northern Hemisphere landscape freeze/thaw conditions retrieved by the Soil Moisture Active Passive (SMAP) radar from 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. SMAP L-band backscatter data are used to derive freeze/thaw data, which are then resampled to an Earth-fixed, Northern Hemisphere azimuthal 3 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0).", "license": "proprietary" }, @@ -166668,7 +166668,7 @@ "bbox": "-180, -85.044, 180, 85.044", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C1931660632-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C1931660632-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzJdIn0%3D/SPL3FTP_003", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIiwidW1tIjoiW1wic21hcCBlbmhhbmNlZCBsMiByYWRpb21ldGVyIGhhbGYtb3JiaXQgOSBrbSBlYXNlLWdyaWQgc29pbCBtb2lzdHVyZSB2MDA1XCIsXCJOU0lEQ19FQ1NcIixcIlNQTDJTTVBfRVwiLFwiNVwiLDIxMzY0NzE2ODYsNzRdIn0%3D/SPL3FTP_003", "description": "This Level-3 (L3) product provides a daily composite of landscape freeze/thaw conditions retrieved by the Soil Moisture Active Passive (SMAP) radiometer from 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. 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This product is derived from SMAP enhanced Level-1C brightness temperatures (SPL1CTB_E). Backus-Gilbert optimal interpolation techniques are used to extract maximum information from SMAP antenna temperatures and convert them to brightness temperatures. 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This data set was developed to be compared to SnowEx data sets but its utility reaches beyond that since its spatial and temporal bounds extend over the entire Western U.S. and over several decades.", "license": "proprietary" }, @@ -199441,7 +199441,7 @@ "bbox": "-121.203708, 38.867847, -108.032283, 48.672717", "url": "https://cmr.earthdata.nasa.gov/search/concepts/C2695676729-NSIDC_ECS.umm_json", "metadata": "https://cmr.earthdata.nasa.gov/search/concepts/C2695676729-NSIDC_ECS.html", - "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaWNlc2F0LTIgZGVyaXZlZCBzZWEgaWNlIG1lbHQgcG9uZCBjaGFyYWN0ZXJpc3RpY3MgZnJvbSB0aGUgZGVuc2l0eS1kaW1lbnNpb24gYWxnb3JpdGhtIHYwMDNcIixcIk5TSURDX0VDU1wiLFwiSVMyTVBEREFcIixcIjNcIiwyOTM1MTgwNTgyLDExXSIsInVtbSI6IltcImljZXNhdC0yIGRlcml2ZWQgc2VhIGljZSBtZWx0IHBvbmQgY2hhcmFjdGVyaXN0aWNzIGZyb20gdGhlIGRlbnNpdHktZGltZW5zaW9uIGFsZ29yaXRobSB2MDAzXCIsXCJOU0lEQ19FQ1NcIixcIklTMk1QRERBXCIsXCIzXCIsMjkzNTE4MDU4MiwxMV0ifQ%3D%3D/WV_LCC_SC_FSCA_1", + "href": "https://cmr.earthdata.nasa.gov/stac/NSIDC_ECS/collections?cursor=eyJqc29uIjoiW1wiaWNlc2F0LTIgZGVyaXZlZCBzZWEgaWNlIG1lbHQgcG9uZCBjaGFyYWN0ZXJpc3RpY3MgZnJvbSB0aGUgZGVuc2l0eS1kaW1lbnNpb24gYWxnb3JpdGhtIHYwMDNcIixcIk5TSURDX0VDU1wiLFwiSVMyTVBEREFcIixcIjNcIiwyOTM1MTgwNTgyLDEyXSIsInVtbSI6IltcImljZXNhdC0yIGRlcml2ZWQgc2VhIGljZSBtZWx0IHBvbmQgY2hhcmFjdGVyaXN0aWNzIGZyb20gdGhlIGRlbnNpdHktZGltZW5zaW9uIGFsZ29yaXRobSB2MDAzXCIsXCJOU0lEQ19FQ1NcIixcIklTMk1QRERBXCIsXCIzXCIsMjkzNTE4MDU4MiwxMl0ifQ%3D%3D/WV_LCC_SC_FSCA_1", "description": "This data set includes: (1) fine-scale snow and land cover maps from two mountainous study sites in the Western U.S., produced using machine-learning models trained to extract land cover data from WorldView-2 and WorldView-3 stereo panchromatic and multispectral images; (2) binary snow maps derived from the land cover maps; and (3) 30 m and 465 m fractional snow-covered area (fSCA) maps, produced via downsampling of the binary snow maps. The land cover classification maps feature between three and six classes common to mountainous regions and integral for accurate stereo snow depth mapping: illuminated snow, shaded snow, vegetation, exposed surfaces, surface water, and clouds. Also included are Landsat and MODSCAG fSCA map products. The source imagery for these data are the Maxar WorldView-2 and Maxar WorldView-3 Level-1B 8-band multispectral images, orthorectified and converted to top-of-atmosphere reflectance. These Level-1B images are available under the NGA NextView/EnhancedView license.", "license": "proprietary" }, diff --git a/nasa_cmr_catalog.tsv b/nasa_cmr_catalog.tsv index 1680229..84c6b8b 100644 --- a/nasa_cmr_catalog.tsv +++ b/nasa_cmr_catalog.tsv @@ -13102,9 +13102,9 @@ Scotts_Fuel_1 Composition and origin of fuel from the hut of explorer Robert Fal Sea2Space_0 Sea to Space expedition OB_DAAC STAC Catalog 2017-01-26 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C1647028412-OB_DAAC.umm_json Measurements from the Sea2Space (Sea to Space Particle Investigation) project aboard the RV Falkor, supported by the Schmidt Ocean Institute, in the central and northeast Pacific. proprietary SeaSat.ESA.archive_NA SeaSat ESA archive ESA STAC Catalog 1978-07-13 1978-10-10 -125, -10, 20, 70 https://cmr.earthdata.nasa.gov/search/concepts/C1532648156-ESA.umm_json "This collection gives access to the complete SEASAT dataset acquired by ESA and mainly covers Europe. The dataset comprises some of the first ever SAR data recorded for scientific purposes, reprocessed with the most recent processor. The Level-1 products are available as: • SAR Ellipsoid Geocoded Precision Image • SAR Precision Image • SAR Single Look Complex Image European Space Agency, Seasat SAR Precision Image. Version 1.0. https://doi.org/10.5270/SE1-99j66hv European Space Agency, Seasat SAR Single Look Complex. Version 1.0. https://doi.org/10.5270/SE1-4uij92n European Space Agency, Seasat SAR Ellipsoid Geocoded Precision Image . Version 1.0. https://doi.org/10.5270/SE1-ungwqxv" proprietary SeaWiFS_L1_GAC_1 OrbView-2 SeaWiFS Global Area Coverage (GAC) Data, version 1 OB_DAAC STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C2479674009-OB_DAAC.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary -SeaWiFS_L1_GAC_2 OrbView-2 SeaWiFS Level-1 Global Area Coverage (GAC) Data, version 2 OB_CLOUD STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C3202004220-OB_CLOUD.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary +SeaWiFS_L1_GAC_2 OrbView-2 SeaWiFS Level-1A Global Area Coverage (GAC) Data, version 2 OB_CLOUD STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C3202004220-OB_CLOUD.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary SeaWiFS_L1_MLAC_1 OrbView-2 SeaWiFS Merged Local Area Coverage (MLAC) Data, version 1 OB_DAAC STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C2479842169-OB_DAAC.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary -SeaWiFS_L1_MLAC_2 OrbView-2 SeaWiFS Level-1 Merged Local Area Coverage (MLAC) Data, version 2 OB_CLOUD STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C3202004252-OB_CLOUD.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary +SeaWiFS_L1_MLAC_2 OrbView-2 SeaWiFS Level-1A Merged Local Area Coverage (MLAC) Data, version 2 OB_CLOUD STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C3202004252-OB_CLOUD.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary SeaWiFS_L2_GAC_IOP_2022.0 OrbView-2 SeaWiFS Level-2 Regional Global Area Coverage (GAC) Inherent Optical Properties (IOP) Data, version 2022.0 OB_CLOUD STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C3198658845-OB_CLOUD.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary SeaWiFS_L2_GAC_IOP_R2022.0 OrbView-2 SeaWiFS Regional Global Area Coverage (GAC) Inherent Optical Properties (IOP) Data, version R2022.0 OB_DAAC STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C2455809513-OB_DAAC.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary SeaWiFS_L2_GAC_OC_2022.0 OrbView-2 SeaWiFS Level-2 Regional Global Area Coverage (GAC) Ocean Color (OC) Data, version 2022.0 OB_CLOUD STAC Catalog 1997-09-04 2010-12-11 -180, -90, 180, 90 https://cmr.earthdata.nasa.gov/search/concepts/C2789774382-OB_CLOUD.umm_json The SeaWiFS instrument was launched by Orbital Sciences Corporation on the OrbView-2 (a.k.a. SeaStar) satellite in August 1997, and collected data from September 1997 until the end of mission in December 2010. SeaWiFS had 8 spectral bands from 412 to 865 nm. It collected global data at 4 km resolution, and local data (limited onboard storage and direct broadcast) at 1 km. The mission and sensor were optimized for ocean color measurements, with a local noon (descending) equator crossing time orbit, fore-and-aft tilt capability, full dynamic range, and low polarization sensitivity. proprietary