diff --git a/docs/user_guide/_bonus_notebooks/nearest_points.ipynb b/docs/user_guide/_bonus_notebooks/nearest_points.ipynb index 23cbfce0..4cb64a47 100644 --- a/docs/user_guide/_bonus_notebooks/nearest_points.ipynb +++ b/docs/user_guide/_bonus_notebooks/nearest_points.ipynb @@ -42,7 +42,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "✅ Found ┊ model=hrrr ┊ \u001b[3mproduct=sfc\u001b[0m ┊ \u001b[38;2;41;130;13m2021-Sep-23 00:00 UTC\u001b[92m F00\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mGRIB2 @ aws\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mIDX @ aws\u001b[0m\n" + "✅ Found ┊ model=hrrr ┊ \u001b[3mproduct=sfc\u001b[0m ┊ \u001b[38;2;41;130;13m2021-Sep-23 00:00 UTC\u001b[92m F00\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mGRIB2 @ aws\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mIDX @ aws\u001b[0m\n", + "👨🏻🏭 Created directory: [/home/blaylock/data/hrrr/20210923]\n" ] } ], @@ -429,12 +430,12 @@ " time datetime64[ns] 2021-09-23\n", " step timedelta64[ns] 00:00:00\n", " heightAboveGround float64 2.0\n", - " latitude (y, x) float64 ...\n", - " longitude (y, x) float64 ...\n", - " valid_time datetime64[ns] ...\n", + " latitude (y, x) float64 21.14 21.15 21.15 ... 47.86 47.85 47.84\n", + " longitude (y, x) float64 237.3 237.3 237.3 ... 299.0 299.0 299.1\n", + " valid_time datetime64[ns] 2021-09-23\n", "Dimensions without coordinates: y, x\n", "Data variables:\n", - " t2m (y, x) float32 ...\n", + " t2m (y, x) float32 297.7 297.7 297.8 ... 288.6 288.6 288.6\n", " gribfile_projection object None\n", "Attributes:\n", " GRIB_edition: 2\n", @@ -447,8 +448,39 @@ " product: sfc\n", " description: High-Resolution Rapid Refresh - CONUS\n", " remote_grib: https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n", - " local_grib: C:\\Users\\blaylock\\data\\hrrr\\20210923\\subset_1bef...\n", - " searchString: TMP:2 m
" + " local_grib: /home/blaylock/data/hrrr/20210923/subset_1beffd5...\n", + " searchString: TMP:2 m " ], "text/plain": [ "<xarray.Dataset>\n", - "Dimensions: (time: 2, step: 18, y: 1059, x: 1799)\n", + "Dimensions: (point: 13)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 2022-01-01 2022-01-01T06:00:00\n", - " * step (step) timedelta64[ns] 00:00:00 01:00:00 ... 17:00:00\n", + " time datetime64[ns] 2021-09-23\n", + " step timedelta64[ns] 00:00:00\n", " heightAboveGround float64 2.0\n", - " latitude (y, x) float64 21.14 21.15 21.15 ... 47.86 47.85 47.84\n", - " longitude (y, x) float64 237.3 237.3 237.3 ... 299.0 299.0 299.1\n", - " valid_time (step, time) datetime64[ns] 2022-01-01 ... 2022-01-0...\n", - "Dimensions without coordinates: y, x\n", + " latitude (point) float64 25.01 27.01 29.0 ... 44.99 46.99 49.0\n", + " longitude (point) float64 240.0 242.0 244.0 ... 260.0 262.0 264.0\n", + " valid_time datetime64[ns] 2021-09-23\n", + " metpy_crs object Projection: lambert_conformal_conic\n", + " y (point) float64 -1.23e+06 -1.056e+06 ... 1.176e+06\n", + " x (point) float64 -2.305e+06 -2.053e+06 ... 1.105e+05\n", + " * point (point) int64 0 1 2 3 4 5 6 7 8 9 10 11 12\n", + " point_latitude (point) int64 25 27 29 31 33 35 37 39 41 43 45 47 49\n", + " point_longitude (point) int64 -120 -118 -116 -114 ... -102 -100 -98 -96\n", "Data variables:\n", - " t2m (step, time, y, x) float32 292.6 292.6 ... 274.9 274.9\n", - " gribfile_projection object None\n", + " t2m (point) float32 22.38 22.5 20.69 ... 20.56 19.63 19.69\n", + " gribfile_projection (point) object None None None None ... None None None\n", "Attributes:\n", " GRIB_edition: 2\n", " GRIB_centre: kwbc\n", @@ -1491,115 +1468,47 @@ " model: hrrr\n", " product: sfc\n", " description: High-Resolution Rapid Refresh - CONUS\n", - " searchString: TMP:2 m" + " remote_grib: https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n", + " local_grib: /home/blaylock/data/hrrr/20210923/subset_1beffd5...\n", + " searchString: TMP:2 m " ], "text/plain": [ "
<cartopy.crs.LambertConformal object at 0x000001690F912260>" + "
<cartopy.crs.LambertConformal object at 0x7ff7a822fb50>" ], "text/plain": [ "
<xarray.Dataset>\n", + "Dimensions: (point: 5)\n", + "Coordinates:\n", + " time datetime64[ns] 2022-12-05T06:00:00\n", + " step timedelta64[ns] 06:00:00\n", + " heightAboveGround float64 2.0\n", + " latitude (point) float64 34.99 37.01 39.0 41.01 43.01\n", + " longitude (point) float64 260.0 262.0 264.0 266.0 268.0\n", + " valid_time datetime64[ns] 2022-12-05T12:00:00\n", + " metpy_crs object Projection: lambert_conformal_conic\n", + " y (point) float64 -3.873e+05 -1.653e+05 ... 5.157e+05\n", + " x (point) float64 -2.285e+05 -4.552e+04 ... 4.495e+05\n", + " * point (point) int64 0 1 2 3 4\n", + " point_latitude (point) int64 35 37 39 41 43\n", + " point_longitude (point) int64 -100 -98 -96 -94 -92\n", + "Data variables:\n", + " t2m (point) float32 282.1 274.5 274.0 272.5 271.2\n", + " gribfile_projection (point) object None None None None None\n", + "Attributes:\n", + " GRIB_edition: 2\n", + " GRIB_centre: kwbc\n", + " GRIB_centreDescription: US National Weather Service - NCEP\n", + " GRIB_subCentre: 0\n", + " Conventions: CF-1.7\n", + " institution: US National Weather Service - NCEP\n", + " model: hrrr\n", + " product: sfc\n", + " description: High-Resolution Rapid Refresh - CONUS\n", + " remote_grib: https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr....\n", + " local_grib: /home/blaylock/data/hrrr/20221205/subset_0cb2fd5...\n", + " searchString: TMP:2 m