diff --git a/notebooks/meetings_workshops/swot_ea_workshop_sept2022/SWOTHR_s3Access.ipynb b/notebooks/meetings_workshops/swot_ea_workshop_sept2022/SWOTHR_s3Access.ipynb index ad91f199..03399acf 100644 --- a/notebooks/meetings_workshops/swot_ea_workshop_sept2022/SWOTHR_s3Access.ipynb +++ b/notebooks/meetings_workshops/swot_ea_workshop_sept2022/SWOTHR_s3Access.ipynb @@ -2031,27 +2031,16 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": { "tags": [] }, "outputs": [ - { - "name": "stdin", - "output_type": "stream", - "text": [ - "Enter your Earthdata Login username: zoewalschots\n", - "Enter your Earthdata password: ········\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "You're now authenticated with NASA Earthdata Login\n", - "Using token with expiration date: 08/12/2023\n", - "Using user provided credentials for EDL\n", - "Persisting credentials to .netrc\n" + "We are already authenticated with NASA EDL\n" ] } ], @@ -2069,7 +2058,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { "tags": [] }, @@ -2095,11 +2084,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Granules found: 2\n" + ] + } + ], "source": [ "#retrieves granule from the day we want\n", "river_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_RIVERSP_V1', temporal = ('2022-08-22 19:24:41', '2022-08-22 19:30:37'))" @@ -2107,11 +2104,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['s3://podaac-ops-cumulus-protected/SWOT_SIMULATED_NA_CONTINENT_L2_HR_RIVERSP_V1/SWOT_L2_HR_RiverSP_Reach_007_522_NA_20220822T192441_20220822T193037_PGA0_01.zip']\n" + ] + } + ], "source": [ "#finds the s3 link of the one granule we want (The collection contains both Reaches and Nodes, but here we want only the Reach)\n", "river_data = []\n", @@ -2124,7 +2129,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": { "tags": [] }, @@ -2143,7 +2148,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "tags": [] }, @@ -2162,9 +2167,397 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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671 rows × 111 columns

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LINESTRING (-94.86229 48.94092, -94.86228 48.9... \n", + "4 LINESTRING (-94.73002 48.90430, -94.72952 48.9... \n", + ".. ... \n", + "666 LINESTRING (-92.68784 39.77391, -92.68804 39.7... \n", + "667 LINESTRING (-92.68497 39.84931, -92.68497 39.8... \n", + "668 LINESTRING (-92.66461 39.92629, -92.66425 39.9... \n", + "669 LINESTRING (-92.68041 40.00013, -92.68006 40.0... \n", + "670 LINESTRING (-92.68547 40.09150, -92.68519 40.0... \n", + "\n", + "[671 rows x 111 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SWOT_HR_shp1 = gpd.read_file('SWOT_HR_shp/SWOT_L2_HR_RiverSP_Reach_007_522_NA_20220822T192441_20220822T193037_PGA0_01.shp') \n", "SWOT_HR_shp1" @@ -2172,9 +2565,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, ax = plt.subplots(figsize=(11,7))\n", "SWOT_HR_shp1.plot(ax=ax, color='black')" @@ -2196,22 +2610,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Granules found: 3\n" + ] + } + ], "source": [ "lake_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_LAKESP_V1', temporal = ('2022-08-22 19:24:18', '2022-08-22 19:30:50'))" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['s3://podaac-ops-cumulus-protected/SWOT_SIMULATED_NA_CONTINENT_L2_HR_LAKESP_V1/SWOT_L2_HR_LakeSP_Obs_007_522_NA_20220822T192415_20220822T193051_Dx0000_01.zip']\n" + ] + } + ], "source": [ "#find the s3 link of the desired granule (This collection has three options: Obs, Unassigned, and Prior - we want Obs)\n", "lake_data = []\n", @@ -2224,7 +2654,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -2233,7 +2663,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -2243,9 +2673,397 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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17245 rows × 43 columns

\n", + "
" + ], + "text/plain": [ + " obs_id lake_id overlap time time_tai \n", + "0 742081R000002 7420470702 93 7.145116e+08 7.145116e+08 \\\n", + "1 742081R000003 7420472462 75 7.145116e+08 7.145116e+08 \n", + "2 742081R000008 7420473212 58 7.145116e+08 7.145116e+08 \n", + "3 742081R000009 7420470712 73 7.145116e+08 7.145116e+08 \n", + "4 742081R000011 7420470582 76 7.145116e+08 7.145116e+08 \n", + "... ... ... ... ... ... \n", + "17240 742070R000729 7420857422 92 7.145115e+08 7.145115e+08 \n", + "17241 742070R000730 7420848152 96 7.145115e+08 7.145115e+08 \n", + "17242 712070R000731 7120812272 74 7.145115e+08 7.145115e+08 \n", + "17243 712070R000732 7120816202 67 7.145115e+08 7.145115e+08 \n", + "17244 742070R000733 7420857422 95 7.145115e+08 7.145115e+08 \n", + "\n", + " time_str wse wse_u wse_r_u wse_std ... iono_c \n", + "0 2022-08-22T19:26:51 36.934 0.051 0.051 0.159 ... 0.0 \\\n", + "1 2022-08-22T19:26:51 37.037 0.080 0.080 0.143 ... 0.0 \n", + "2 2022-08-22T19:26:51 36.578 0.181 0.181 0.058 ... 0.0 \n", + "3 2022-08-22T19:26:51 36.910 0.110 0.110 0.136 ... 0.0 \n", + "4 2022-08-22T19:26:51 36.904 0.109 0.109 0.628 ... 0.0 \n", + "... ... ... ... ... ... ... ... \n", + "17240 2022-08-22T19:25:10 33.186 0.098 0.098 0.056 ... 0.0 \n", + "17241 2022-08-22T19:25:10 33.071 0.038 0.038 0.174 ... 0.0 \n", + "17242 2022-08-22T19:25:10 33.104 0.077 0.077 0.085 ... 0.0 \n", + "17243 2022-08-22T19:25:10 32.713 0.106 0.106 0.198 ... 0.0 \n", + "17244 2022-08-22T19:25:10 32.725 0.093 0.093 0.119 ... 0.0 \n", + "\n", + " xovr_cal_c p_name p_grand_id p_max_wse \n", + "0 0.0 no_data -99999999 -1.000000e+12 \\\n", + "1 0.0 no_data -99999999 -1.000000e+12 \n", + "2 0.0 HENDRICKSON MARSH LAKE -99999999 -1.000000e+12 \n", + "3 0.0 no_data -99999999 -1.000000e+12 \n", + "4 0.0 no_data -99999999 -1.000000e+12 \n", + "... ... ... ... ... \n", + "17240 0.0 no_data -99999999 -1.000000e+12 \n", + "17241 0.0 no_data -99999999 -1.000000e+12 \n", + "17242 0.0 no_data -99999999 -1.000000e+12 \n", + "17243 0.0 MUD LAKE -99999999 -1.000000e+12 \n", + "17244 0.0 no_data -99999999 -1.000000e+12 \n", + "\n", + " p_max_area p_ref_date p_ref_ds p_storage \n", + "0 1.35 -9999 -9999.0 -1.000000e+12 \\\n", + "1 1.62 -9999 -9999.0 -1.000000e+12 \n", + "2 45.94 -9999 -9999.0 -1.000000e+12 \n", + "3 4.50 -9999 -9999.0 -1.000000e+12 \n", + "4 1.89 -9999 -9999.0 -1.000000e+12 \n", + "... ... ... ... ... \n", + "17240 14.94 -9999 -9999.0 -1.000000e+12 \n", + "17241 3.06 -9999 -9999.0 -1.000000e+12 \n", + "17242 4.41 -9999 -9999.0 -1.000000e+12 \n", + "17243 6.30 -9999 -9999.0 -1.000000e+12 \n", + "17244 14.94 -9999 -9999.0 -1.000000e+12 \n", + "\n", + " geometry \n", + "0 POLYGON ((-92.75926 42.04142, -92.75977 42.041... \n", + "1 POLYGON ((-92.91651 42.01167, -92.91681 42.011... \n", + "2 POLYGON ((-93.24060 41.93319, -93.24066 41.933... \n", + "3 POLYGON ((-92.72557 42.03424, -92.72560 42.034... \n", + "4 POLYGON ((-93.39929 41.90871, -93.39945 41.908... \n", + "... ... \n", + "17240 POLYGON ((-95.07581 47.57853, -95.07587 47.578... \n", + "17241 POLYGON ((-94.88532 47.61669, -94.88577 47.616... \n", + "17242 POLYGON ((-95.08313 47.57179, -95.08341 47.571... \n", + "17243 POLYGON ((-95.39968 47.51004, -95.39975 47.510... \n", + "17244 POLYGON ((-95.07228 47.57473, -95.07257 47.574... \n", + "\n", + "[17245 rows x 43 columns]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SWOT_HR_shp2 = gpd.read_file('SWOT_HR_shp/SWOT_L2_HR_LakeSP_Obs_007_522_NA_20220822T192415_20220822T193051_Dx0000_01.shp') \n", "SWOT_HR_shp2" @@ -2253,9 +3071,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, ax = plt.subplots(figsize=(7,12))\n", "SWOT_HR_shp2.plot(ax=ax, color='black')" @@ -2272,11 +3111,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Granules found: 1\n" + ] + } + ], "source": [ "watermask_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_PIXC_V1', temporal = ('2022-08-22 19:29:00', '2022-08-22 19:29:11'), point = ('-90', '35'))" ] @@ -2290,103 +3137,4521 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ds_PIXC = xr.open_mfdataset(earthaccess.open([watermask_results[0]]), group = 'pixel_cloud', engine='h5netcdf')\n", - "ds_PIXC" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.scatter(x=ds_PIXC.longitude, y=ds_PIXC.latitude, c=ds_PIXC.height)\n", - "plt.colorbar().set_label('Height (m)')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**4. Water Mask Pixel Cloud Vector Attribute NetCDF**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "vector_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_PIXCVEC_V1', temporal = ('2022-08-22 19:29:00', '2022-08-22 19:29:11'), point = ('-90', '35'))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ds_PIXCVEC = xr.open_mfdataset(earthaccess.open([vector_results[0]]), decode_cf=False, engine='h5netcdf')\n", - "ds_PIXCVEC" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "pixcvec_htvals = ds_PIXCVEC.height_vectorproc.compute()\n", - "pixcvec_latvals = ds_PIXCVEC.latitude_vectorproc.compute()\n", - "pixcvec_lonvals = ds_PIXCVEC.longitude_vectorproc.compute()\n", - "\n", - "#Before plotting, we set all fill values to nan so that the graph shows up better spatially\n", - "pixcvec_htvals[pixcvec_htvals > 15000] = np.nan\n", - "pixcvec_latvals[pixcvec_latvals > 80] = np.nan\n", - "pixcvec_lonvals[pixcvec_lonvals > 180] = np.nan" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.scatter(x=pixcvec_lonvals, y=pixcvec_latvals, c=pixcvec_htvals)\n", - "plt.colorbar().set_label('Height (m)')" - ] - }, - { - "cell_type": "markdown", + "execution_count": 18, "metadata": {}, - "source": [ - "**5. Raster NetCDF**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "raster_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_RASTER_V1', temporal = ('2022-08-22 19:28:50', '2022-08-22 19:29:11'), point = ('-90', '35'))" - ] - }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Opening 1 granules, approx size: 0.0 GB\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e825ee3dc88a48f48df3378dd083ccd5", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "SUBMITTING | : 0%| | 0/1 [00:00\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:                                (points: 489673, complex_depth: 2)\n",
+       "Coordinates:\n",
+       "    latitude                               (points) float64 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    longitude                              (points) float64 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "Dimensions without coordinates: points, complex_depth\n",
+       "Data variables: (12/49)\n",
+       "    azimuth_index                          (points) float64 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    range_index                            (points) float64 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    interferogram                          (points, complex_depth) float32 dask.array<chunksize=(489673, 2), meta=np.ndarray>\n",
+       "    power_plus_y                           (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    power_minus_y                          (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    coherent_power                         (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    ...                                     ...\n",
+       "    solid_earth_tide                       (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    load_tide_fes                          (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    load_tide_got                          (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    pole_tide                              (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    ancillary_surface_classification_flag  (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    pixc_qual                              (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    description:                 cloud of geolocated interferogram pixels\n",
+       "    interferogram_size_azimuth:  2923\n",
+       "    interferogram_size_range:    4575\n",
+       "    looks_to_efflooks:           1.75
" + ], + "text/plain": [ + "\n", + "Dimensions: (points: 489673, complex_depth: 2)\n", + "Coordinates:\n", + " latitude (points) float64 dask.array\n", + " longitude (points) float64 dask.array\n", + "Dimensions without coordinates: points, complex_depth\n", + "Data variables: (12/49)\n", + " azimuth_index (points) float64 dask.array\n", + " range_index (points) float64 dask.array\n", + " interferogram (points, complex_depth) float32 dask.array\n", + " power_plus_y (points) float32 dask.array\n", + " power_minus_y (points) float32 dask.array\n", + " coherent_power (points) float32 dask.array\n", + " ... ...\n", + " solid_earth_tide (points) float32 dask.array\n", + " load_tide_fes (points) float32 dask.array\n", + " load_tide_got (points) float32 dask.array\n", + " pole_tide (points) float32 dask.array\n", + " ancillary_surface_classification_flag (points) float32 dask.array\n", + " pixc_qual (points) float32 dask.array\n", + "Attributes:\n", + " description: cloud of geolocated interferogram pixels\n", + " interferogram_size_azimuth: 2923\n", + " interferogram_size_range: 4575\n", + " looks_to_efflooks: 1.75" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_PIXC = xr.open_mfdataset(earthaccess.open([watermask_results[0]]), group = 'pixel_cloud', engine='h5netcdf')\n", + "ds_PIXC" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(x=ds_PIXC.longitude, y=ds_PIXC.latitude, c=ds_PIXC.height)\n", + "plt.colorbar().set_label('Height (m)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**4. Water Mask Pixel Cloud Vector Attribute NetCDF**" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Granules found: 1\n" + ] + } + ], + "source": [ + "vector_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_PIXCVEC_V1', temporal = ('2022-08-22 19:29:00', '2022-08-22 19:29:11'), point = ('-90', '35'))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Opening 1 granules, approx size: 0.0 GB\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "09c2d9b633f8450082201efadcc0567a", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "SUBMITTING | : 0%| | 0/1 [00:00\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:               (points: 489673, nchar_reach_id: 11,\n",
+       "                           nchar_node_id: 14, nchar_lake_id: 10,\n",
+       "                           nchar_obs_id: 13)\n",
+       "Dimensions without coordinates: points, nchar_reach_id, nchar_node_id,\n",
+       "                                nchar_lake_id, nchar_obs_id\n",
+       "Data variables:\n",
+       "    azimuth_index         (points) int32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    range_index           (points) int32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    latitude_vectorproc   (points) float64 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    longitude_vectorproc  (points) float64 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    height_vectorproc     (points) float32 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    reach_id              (points, nchar_reach_id) |S1 dask.array<chunksize=(489673, 11), meta=np.ndarray>\n",
+       "    node_id               (points, nchar_node_id) |S1 dask.array<chunksize=(489673, 14), meta=np.ndarray>\n",
+       "    lake_id               (points, nchar_lake_id) |S1 dask.array<chunksize=(489673, 10), meta=np.ndarray>\n",
+       "    obs_id                (points, nchar_obs_id) |S1 dask.array<chunksize=(489673, 13), meta=np.ndarray>\n",
+       "    ice_clim_f            (points) int8 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "    ice_dyn_f             (points) int8 dask.array<chunksize=(489673,), meta=np.ndarray>\n",
+       "Attributes: (12/36)\n",
+       "    Conventions:                                 CF-1.7\n",
+       "    title:                                       Level 2 KaRIn high rate pixe...\n",
+       "    institution:                                 CNES\n",
+       "    source:                                      Simulation\n",
+       "    history:                                     2021-04-14 18:11:49Z: Creation\n",
+       "    platform:                                    SWOT\n",
+       "    ...                                          ...\n",
+       "    xref_input_l2_hr_pixc_vec_river_file:        /work/ALT/swot/swotdev/desro...\n",
+       "    xref_static_river_db_file:                   \n",
+       "    xref_static_lake_db_file:                    /work/ALT/swot/swotpub/BD/BD...\n",
+       "    xref_l2_hr_lake_tile_config_parameter_file:  /work/ALT/swot/swotdev/desro...\n",
+       "    ellipsoid_semi_major_axis:                   6371008.771416667\n",
+       "    ellipsoid_flattening:                        0.0
" + ], + "text/plain": [ + "\n", + "Dimensions: (points: 489673, nchar_reach_id: 11,\n", + " nchar_node_id: 14, nchar_lake_id: 10,\n", + " nchar_obs_id: 13)\n", + "Dimensions without coordinates: points, nchar_reach_id, nchar_node_id,\n", + " nchar_lake_id, nchar_obs_id\n", + "Data variables:\n", + " azimuth_index (points) int32 dask.array\n", + " range_index (points) int32 dask.array\n", + " latitude_vectorproc (points) float64 dask.array\n", + " longitude_vectorproc (points) float64 dask.array\n", + " height_vectorproc (points) float32 dask.array\n", + " reach_id (points, nchar_reach_id) |S1 dask.array\n", + " node_id (points, nchar_node_id) |S1 dask.array\n", + " lake_id (points, nchar_lake_id) |S1 dask.array\n", + " obs_id (points, nchar_obs_id) |S1 dask.array\n", + " ice_clim_f (points) int8 dask.array\n", + " ice_dyn_f (points) int8 dask.array\n", + "Attributes: (12/36)\n", + " Conventions: CF-1.7\n", + " title: Level 2 KaRIn high rate pixe...\n", + " institution: CNES\n", + " source: Simulation\n", + " history: 2021-04-14 18:11:49Z: Creation\n", + " platform: SWOT\n", + " ... ...\n", + " xref_input_l2_hr_pixc_vec_river_file: /work/ALT/swot/swotdev/desro...\n", + " xref_static_river_db_file: \n", + " xref_static_lake_db_file: /work/ALT/swot/swotpub/BD/BD...\n", + " xref_l2_hr_lake_tile_config_parameter_file: /work/ALT/swot/swotdev/desro...\n", + " ellipsoid_semi_major_axis: 6371008.771416667\n", + " ellipsoid_flattening: 0.0" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_PIXCVEC = xr.open_mfdataset(earthaccess.open([vector_results[0]]), decode_cf=False, engine='h5netcdf')\n", + "ds_PIXCVEC" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "pixcvec_htvals = ds_PIXCVEC.height_vectorproc.compute()\n", + "pixcvec_latvals = ds_PIXCVEC.latitude_vectorproc.compute()\n", + "pixcvec_lonvals = ds_PIXCVEC.longitude_vectorproc.compute()\n", + "\n", + "#Before plotting, we set all fill values to nan so that the graph shows up better spatially\n", + "pixcvec_htvals[pixcvec_htvals > 15000] = np.nan\n", + "pixcvec_latvals[pixcvec_latvals > 80] = np.nan\n", + "pixcvec_lonvals[pixcvec_lonvals > 180] = np.nan" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(x=pixcvec_lonvals, y=pixcvec_latvals, c=pixcvec_htvals)\n", + "plt.colorbar().set_label('Height (m)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**5. Raster NetCDF**" + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Granules found: 2\n" + ] + } + ], + "source": [ + "raster_results = earthaccess.search_data(short_name = 'SWOT_SIMULATED_NA_CONTINENT_L2_HR_RASTER_V1', temporal = ('2022-08-22 19:28:50', '2022-08-22 19:29:11'), point = ('-90', '35'))" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['s3://podaac-ops-cumulus-protected/SWOT_SIMULATED_NA_CONTINENT_L2_HR_RASTER_V1/SWOT_L2_HR_Raster_100m_UTM15S_N_x_x_x_007_522_047F_20220822T192850_20220822T192911_Dx0000_01.nc']\n" + ] + } + ], "source": [ "#this collection has 100m and 250m granules, but we only want 100m\n", "raster_data = []\n", @@ -2399,9 +7664,2097 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "cdd54b84248d4dc195507cad76870f20", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "SUBMITTING | : 0%| | 0/1 [00:00\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:                (x: 1543, y: 1540)\n",
+       "Coordinates:\n",
+       "  * x                      (x) float64 6.567e+05 6.568e+05 ... 8.109e+05\n",
+       "  * y                      (y) float64 3.775e+06 3.775e+06 ... 3.929e+06\n",
+       "Data variables: (12/30)\n",
+       "    crs                    object ...\n",
+       "    longitude              (y, x) float64 dask.array<chunksize=(1540, 1543), meta=np.ndarray>\n",
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+       "    ...                     ...\n",
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+       "    load_tide_got          (y, x) float32 dask.array<chunksize=(1540, 1543), meta=np.ndarray>\n",
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+       "    model_wet_tropo_cor    (y, x) float32 dask.array<chunksize=(1540, 1543), meta=np.ndarray>\n",
+       "    iono_cor_gim_ka        (y, x) float32 dask.array<chunksize=(1540, 1543), meta=np.ndarray>\n",
+       "Attributes: (12/45)\n",
+       "    Conventions:                     CF-1.7\n",
+       "    title:                           Level 2 KaRIn High Rate Raster Data Product\n",
+       "    institution:                     JPL\n",
+       "    source:                          Large scale simulator\n",
+       "    history:                         2021-09-08T22:28:33Z : Creation\n",
+       "    mission_name:                    SWOT\n",
+       "    ...                              ...\n",
+       "    utm_zone_num:                    15\n",
+       "    mgrs_latitude_band:              S\n",
+       "    x_min:                           656700.0\n",
+       "    x_max:                           810900.0\n",
+       "    y_min:                           3775000.0\n",
+       "    y_max:                           3928900.0
" + ], + "text/plain": [ + "\n", + "Dimensions: (x: 1543, y: 1540)\n", + "Coordinates:\n", + " * x (x) float64 6.567e+05 6.568e+05 ... 8.109e+05\n", + " * y (y) float64 3.775e+06 3.775e+06 ... 3.929e+06\n", + "Data variables: (12/30)\n", + " crs object ...\n", + " longitude (y, x) float64 dask.array\n", + " latitude (y, x) float64 dask.array\n", + " wse (y, x) float32 dask.array\n", + " wse_uncert (y, x) float32 dask.array\n", + " water_area (y, x) float32 dask.array\n", + " ... ...\n", + " load_tide_fes (y, x) float32 dask.array\n", + " load_tide_got (y, x) float32 dask.array\n", + " pole_tide (y, x) float32 dask.array\n", + " model_dry_tropo_cor (y, x) float32 dask.array\n", + " model_wet_tropo_cor (y, x) float32 dask.array\n", + " iono_cor_gim_ka (y, x) float32 dask.array\n", + "Attributes: (12/45)\n", + " Conventions: CF-1.7\n", + " title: Level 2 KaRIn High Rate Raster Data Product\n", + " institution: JPL\n", + " source: Large scale simulator\n", + " history: 2021-09-08T22:28:33Z : Creation\n", + " mission_name: SWOT\n", + " ... ...\n", + " utm_zone_num: 15\n", + " mgrs_latitude_band: S\n", + " x_min: 656700.0\n", + " x_max: 810900.0\n", + " y_min: 3775000.0\n", + " y_max: 3928900.0" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "ds_raster = xr.open_mfdataset(earthaccess.open([raster_data[0]], provider = 'POCLOUD'), engine='h5netcdf')\n", "ds_raster" @@ -2416,9 +9769,68 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": {}, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.holoviews_exec.v0+json": "", + "text/html": [ + "
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