diff --git a/docs/user_guide/defaults.rst b/docs/user_guide/defaults.rst index fc5e2a8..fbf7b0e 100644 --- a/docs/user_guide/defaults.rst +++ b/docs/user_guide/defaults.rst @@ -33,7 +33,7 @@ The default is return_as = "xarray" [nearesttime] - within = "1H" + within = "1h" return_as = "xarray" The ``[default]`` section are global settings used by each download method. These can be overwritten for each method. For instance, *s3_refresh* is set to false for ``[timerange]`` because it's unlikely you will need to refresh the file listing. Also, ``[latest]`` and ``[nearesttime]`` are by default returned as an xarray object instead of a list of files downloaded. diff --git a/docs/user_guide/notebooks/DEMO_download_goes_single_point_timerange.ipynb b/docs/user_guide/notebooks/DEMO_download_goes_single_point_timerange.ipynb index 6f3aa65..d8d1aad 100644 --- a/docs/user_guide/notebooks/DEMO_download_goes_single_point_timerange.ipynb +++ b/docs/user_guide/notebooks/DEMO_download_goes_single_point_timerange.ipynb @@ -13,20 +13,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 8, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\isaac\\Documents\\GitHub\\goes2go\\docs\\user_guide\\notebooks\\../../..\\goes2go\\data.py:665: FutureWarning: 'H' is deprecated and will be removed in a future version. Please use 'h' instead of 'H'.\n", - " within=pd.to_timedelta(config[\"nearesttime\"].get(\"within\", \"1H\")),\n", - "c:\\Users\\isaac\\Documents\\GitHub\\goes2go\\docs\\user_guide\\notebooks\\../../..\\goes2go\\NEW.py:188: FutureWarning: 'H' is deprecated and will be removed in a future version. Please use 'h' instead of 'H'.\n", - " within=pd.to_timedelta(config[\"nearesttime\"].get(\"within\", \"1H\")),\n" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "sys.path.append(\"../../../\")\n", @@ -47,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -62,7 +51,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "📦 Finished downloading [12] files to [C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC].\n" + "📦 Finished downloading [120] files to [C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC].\n" ] } ], @@ -77,12 +66,12 @@ "## that pandas can interpret.\n", "\n", "## Specify start/end time with datetime object\n", - "#start = datetime(2021, 1, 1, 0, 30)\n", - "#end = datetime(2021, 1, 1, 1, 30)\n", + "#start = datetime(2024, 4, 8, 10, 0)\n", + "#end = datetime(2024, 4, 8, 11, 0)\n", "\n", "## Specify start/end time as a panda-parsable string\n", - "start = '2021-01-01 10:30'\n", - "end = '2021-01-01 20:30'\n", + "start = '2024-04-08 10:00'\n", + "end = '2024-04-08 11:00'\n", "\n", "g = goes_single_point_timerange(latitude, longitude,\n", " start, end,\n", @@ -94,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -133,12 +122,12 @@ " \n", " \n", " 0\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/06/OR_ABI-L2-...\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/10/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 06:31:17.600\n", - " 2021-01-01 06:33:54.900\n", - " 2021-01-01 06:35:44.100\n", + " 2024-04-08 10:01:17.200\n", + " 2024-04-08 10:03:54.400\n", + " 2024-04-08 10:05:43.500\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", @@ -146,12 +135,12 @@ " \n", " \n", " 1\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/06/OR_ABI-L2-...\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/10/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 06:36:17.600\n", - " 2021-01-01 06:38:54.900\n", - " 2021-01-01 06:40:47.000\n", + " 2024-04-08 10:06:17.200\n", + " 2024-04-08 10:08:54.400\n", + " 2024-04-08 10:10:55.500\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", @@ -159,12 +148,12 @@ " \n", " \n", " 2\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/06/OR_ABI-L2-...\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/10/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 06:41:17.600\n", - " 2021-01-01 06:43:54.900\n", - " 2021-01-01 06:45:45.200\n", + " 2024-04-08 10:11:17.200\n", + " 2024-04-08 10:13:54.400\n", + " 2024-04-08 10:16:03.900\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", @@ -172,12 +161,12 @@ " \n", " \n", " 3\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/06/OR_ABI-L2-...\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/10/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 06:46:17.600\n", - " 2021-01-01 06:48:54.900\n", - " 2021-01-01 06:50:46.300\n", + " 2024-04-08 10:16:17.200\n", + " 2024-04-08 10:18:54.400\n", + " 2024-04-08 10:21:02.900\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", @@ -185,103 +174,90 @@ " \n", " \n", " 4\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/06/OR_ABI-L2-...\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/10/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 06:51:17.600\n", - " 2021-01-01 06:53:54.900\n", - " 2021-01-01 06:55:45.700\n", + " 2024-04-08 10:21:17.200\n", + " 2024-04-08 10:23:54.400\n", + " 2024-04-08 10:25:49.600\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", " None\n", " \n", " \n", - " 5\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/06/OR_ABI-L2-...\n", - " ABI-L2-TPWC-M6\n", - " G16\n", - " 2021-01-01 06:56:17.600\n", - " 2021-01-01 06:58:54.900\n", - " 2021-01-01 07:00:44.700\n", - " ABI-L2-TPWC\n", - " M6\n", - " 6\n", - " None\n", - " \n", - " \n", - " 6\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/07/OR_ABI-L2-...\n", - " ABI-L2-TPWC-M6\n", - " G16\n", - " 2021-01-01 07:01:17.600\n", - " 2021-01-01 07:03:54.900\n", - " 2021-01-01 07:05:49.600\n", - " ABI-L2-TPWC\n", - " M6\n", - " 6\n", - " None\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 7\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/07/OR_ABI-L2-...\n", + " 115\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/19/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 07:06:17.600\n", - " 2021-01-01 07:08:54.900\n", - " 2021-01-01 07:10:37.300\n", + " 2024-04-08 19:36:17.200\n", + " 2024-04-08 19:38:54.500\n", + " 2024-04-08 19:41:01.400\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", " None\n", " \n", " \n", - " 8\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/07/OR_ABI-L2-...\n", + " 116\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/19/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 07:11:17.600\n", - " 2021-01-01 07:13:54.900\n", - " 2021-01-01 07:15:46.200\n", + " 2024-04-08 19:41:17.200\n", + " 2024-04-08 19:43:54.500\n", + " 2024-04-08 19:45:42.700\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", " None\n", " \n", " \n", - " 9\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/07/OR_ABI-L2-...\n", + " 117\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/19/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 07:16:17.600\n", - " 2021-01-01 07:18:54.900\n", - " 2021-01-01 07:20:47.700\n", + " 2024-04-08 19:46:17.200\n", + " 2024-04-08 19:48:54.500\n", + " 2024-04-08 19:50:42.500\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", " None\n", " \n", " \n", - " 10\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/07/OR_ABI-L2-...\n", + " 118\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/19/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 07:21:17.600\n", - " 2021-01-01 07:23:54.900\n", - " 2021-01-01 07:25:33.800\n", + " 2024-04-08 19:51:17.200\n", + " 2024-04-08 19:53:54.500\n", + " 2024-04-08 19:55:42.000\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", " None\n", " \n", " \n", - " 11\n", - " noaa-goes16/ABI-L2-TPWC/2021/001/07/OR_ABI-L2-...\n", + " 119\n", + " noaa-goes16/ABI-L2-TPWC/2024/099/19/OR_ABI-L2-...\n", " ABI-L2-TPWC-M6\n", " G16\n", - " 2021-01-01 07:26:17.600\n", - " 2021-01-01 07:28:54.900\n", - " 2021-01-01 07:30:46.300\n", + " 2024-04-08 19:56:17.200\n", + " 2024-04-08 19:58:54.500\n", + " 2024-04-08 20:00:53.000\n", " ABI-L2-TPWC\n", " M6\n", " 6\n", @@ -289,53 +265,53 @@ " \n", " \n", "\n", + "

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Do not overwrite: C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC\\2021\\001\\06\\OR_ABI-L2-TPWC-M6_G16_s20210010631176_e20210010633549_c20210010635441.nc" - ] - }, { "name": "stderr", "output_type": "stream", @@ -403,19 +372,127 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", - " 👮🏻‍♂️ File already exists. Do not overwrite: C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC\\2021\\001\\06\\OR_ABI-L2-TPWC-M6_G16_s20210010636176_e20210010638549_c20210010640470.nc\n", - " 👮🏻‍♂️ File already exists. Do not overwrite: C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC\\2021\\001\\06\\OR_ABI-L2-TPWC-M6_G16_s20210010641176_e20210010643549_c20210010645452.nc\n", - " 👮🏻‍♂️ File already exists. Do not overwrite: C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC\\2021\\001\\06\\OR_ABI-L2-TPWC-M6_G16_s20210010646176_e20210010648549_c20210010650463.nc\n", - " 👮🏻‍♂️ File already exists. 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Do not overwrite: C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC\\2024\\099\\19\\OR_ABI-L2-TPWC-M6_G16_s20240991956172_e20240991958545_c20240992000530.nc\n", + "📦 Finished downloading [120] files to [C:\\Users\\isaac\\data\\noaa-goes16\\ABI-L2-TPWC].\n" ] } ], @@ -430,7 +507,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -800,7 +877,7 @@ " fill: currentColor;\n", "}\n", "
<xarray.Dataset>\n",
-       "Dimensions:                                           (t: 12,\n",
+       "Dimensions:                                           (t: 120,\n",
        "                                                       number_of_time_bounds: 2,\n",
        "                                                       number_of_image_bounds: 2,\n",
        "                                                       number_of_LZA_bounds: 2,\n",
@@ -808,7 +885,7 @@
        "                                                       number_of_lat_bounds: 2,\n",
        "                                                       sounding_emissive_bands: 7)\n",
        "Coordinates:\n",
-       "  * t                                                 (t) datetime64[ns] 2021...\n",
+       "  * t                                                 (t) datetime64[ns] 2024...\n",
        "    y                                                 float64 0.1068\n",
        "    x                                                 float64 -0.00462\n",
        "    y_image                                           float32 0.08624\n",
@@ -833,7 +910,7 @@
        "    latitude_bounds                                   (t, number_of_lat_bounds) float32 dask.array<chunksize=(1, 2), meta=np.ndarray>\n",
        "    percent_uncorrectable_L0_errors                   (t) float32 0.0 ... 0.0\n",
        "    percent_uncorrectable_GRB_errors                  (t) float32 0.0 ... 0.0\n",
-       "    total_attempted_retrievals                        (t) float64 8.878e+04 ....\n",
+       "    total_attempted_retrievals                        (t) float64 7.855e+04 ....\n",
        "    mean_obs_modeled_diff_sounding_emissive_bands     (t, sounding_emissive_bands) float32 dask.array<chunksize=(1, 7), meta=np.ndarray>\n",
        "    std_dev_obs_modeled_diff_sounding_emissive_bands  (t, sounding_emissive_bands) float32 dask.array<chunksize=(1, 7), meta=np.ndarray>\n",
        "Attributes: (12/29)\n",
@@ -845,17 +922,71 @@
        "    project:                   GOES\n",
        "    ...                        ...\n",
        "    cdm_data_type:             Image\n",
-       "    time_coverage_start:       2021-01-01T06:31:17.6Z\n",
-       "    time_coverage_end:         2021-01-01T06:33:54.9Z\n",
+       "    time_coverage_start:       2024-04-08T10:01:17.2Z\n",
+       "    time_coverage_end:         2024-04-08T10:03:54.4Z\n",
        "    timeline_id:               ABI Mode 6\n",
        "    production_data_source:    Realtime\n",
-       "    id:                        8b633328-1f7e-4527-965f-79434ac4cb1d
" + "
  • naming_authority :
    gov.nesdis.noaa
    Conventions :
    CF-1.7
    Metadata_Conventions :
    Unidata Dataset Discovery v1.0
    standard_name_vocabulary :
    CF Standard Name Table (v35, 20 July 2016)
    institution :
    DOC/NOAA/NESDIS > U.S. Department of Commerce, National Oceanic and Atmospheric Administration, National Environmental Satellite, Data, and Information Services
    project :
    GOES
    production_site :
    NSOF
    production_environment :
    OE
    spatial_resolution :
    10km at nadir
    orbital_slot :
    GOES-East
    platform_ID :
    G16
    instrument_type :
    GOES-R Series Advanced Baseline Imager (ABI)
    scene_id :
    CONUS
    instrument_ID :
    FM1
    dataset_name :
    OR_ABI-L2-TPWC-M6_G16_s20240991001172_e20240991003544_c20240991005435.nc
    iso_series_metadata_id :
    42511480-afef-11e1-afa6-0800200c9a66
    title :
    ABI L2 Total Precipitable Water
    summary :
    The Total Precipitable Water product consists of the water depth if it were condensed in the atmospheric column between approximately 300 hPa and the surface. The product is generated using a regression retrieval followed by an iterative physical retrieval that makes use of a radiative transfer model. Product data is generated both day and night.
    keywords :
    ATMOSPHERE > ATMOSPHERIC WATER VAPOR > PRECIPITABLE WATER
    keywords_vocabulary :
    NASA Global Change Master Directory (GCMD) Earth Science Keywords, Version 7.0.0.0.0
    license :
    Unclassified data. Access is restricted to approved users only.
    processing_level :
    National Aeronautics and Space Administration (NASA) L2
    date_created :
    2024-04-08T10:05:43.5Z
    cdm_data_type :
    Image
    time_coverage_start :
    2024-04-08T10:01:17.2Z
    time_coverage_end :
    2024-04-08T10:03:54.4Z
    timeline_id :
    ABI Mode 6
    production_data_source :
    Realtime
    id :
    58e3d05e-c48b-44b0-8171-c6641c4923c3
    • " ], "text/plain": [ "\n", - "Dimensions: (t: 12,\n", + "Dimensions: (t: 120,\n", " number_of_time_bounds: 2,\n", " number_of_image_bounds: 2,\n", " number_of_LZA_bounds: 2,\n", @@ -1869,7 +2353,7 @@ " number_of_lat_bounds: 2,\n", " sounding_emissive_bands: 7)\n", "Coordinates:\n", - " * t (t) datetime64[ns] 2021...\n", + " * t (t) datetime64[ns] 2024...\n", " y float64 0.1068\n", " x float64 -0.00462\n", " y_image float32 0.08624\n", @@ -1894,7 +2378,7 @@ " latitude_bounds (t, number_of_lat_bounds) float32 dask.array\n", " percent_uncorrectable_L0_errors (t) float32 0.0 ... 0.0\n", " percent_uncorrectable_GRB_errors (t) float32 0.0 ... 0.0\n", - " total_attempted_retrievals (t) float64 8.878e+04 ....\n", + " total_attempted_retrievals (t) float64 7.855e+04 ....\n", " mean_obs_modeled_diff_sounding_emissive_bands (t, sounding_emissive_bands) float32 dask.array\n", " std_dev_obs_modeled_diff_sounding_emissive_bands (t, sounding_emissive_bands) float32 dask.array\n", "Attributes: (12/29)\n", @@ -1906,14 +2390,14 @@ " project: GOES\n", " ... ...\n", " cdm_data_type: Image\n", - " time_coverage_start: 2021-01-01T06:31:17.6Z\n", - " time_coverage_end: 2021-01-01T06:33:54.9Z\n", + " time_coverage_start: 2024-04-08T10:01:17.2Z\n", + " time_coverage_end: 2024-04-08T10:03:54.4Z\n", " timeline_id: ABI Mode 6\n", " production_data_source: Realtime\n", - " id: 8b633328-1f7e-4527-965f-79434ac4cb1d" + " id: 58e3d05e-c48b-44b0-8171-c6641c4923c3" ] }, - "execution_count": 6, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -1924,17 +2408,40 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan],\n", + "array([ 9.366711 , 9.349924 , 9.433856 , 9.395705 , 9.404861 ,\n", + " 9.508631 , 9.476584 , 9.494897 , 9.565093 , 9.546782 ,\n", + " 9.517787 , 9.667336 , 9.725326 , 9.809257 , 9.987801 ,\n", + " 10.082415 , 10.190762 , 10.276218 , 10.247224 , 10.267062 ,\n", + " 10.450185 , 10.427295 , nan, nan, nan,\n", + " nan, nan, nan, nan, nan,\n", + " nan, nan, nan, nan, nan,\n", + " nan, 12.438589 , 12.415699 , 12.937597 , 12.913181 ,\n", + " 12.907077 , 13.290108 , 13.294686 , 13.367935 , 13.8059025,\n", + " 13.755545 , 13.688399 , nan, 13.903568 , 13.909673 ,\n", + " 14.297281 , 14.359848 , 14.419363 , nan, nan,\n", + " nan, nan, nan, nan, nan,\n", + " 15.243414 , 15.228153 , 15.516571 , 15.389912 , 15.362443 ,\n", + " 15.423484 , 15.289194 , 15.182373 , 15.423484 , 15.434166 ,\n", + " 15.411276 , 16.0461 , 16.073568 , 15.953013 , 16.278055 ,\n", + " 16.136135 , 15.977429 , 16.2689 , 16.14224 , 16.082726 ,\n", + " 16.404715 , 16.342148 , 16.18039 , 16.51459 , 16.423027 ,\n", + " 16.41082 , 16.787746 , 16.656507 , 16.647352 , 17.117367 ,\n", + " 17.128048 , 17.164673 , 17.547705 , 17.562963 , 17.576698 ,\n", + " 18.023823 , 18.226784 , 18.152008 , 18.313766 , 18.376333 ,\n", + " nan, 19.278212 , 18.823456 , 18.747156 , 18.959272 ,\n", + " 18.97911 , 19.406397 , 19.336199 , nan, nan,\n", + " nan, nan, nan, nan, nan,\n", + " nan, nan, nan, nan, nan],\n", " dtype=float32)" ] }, - "execution_count": 7, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } diff --git a/goes2go/data.py b/goes2go/data.py index b8e767e..5cd228f 100644 --- a/goes2go/data.py +++ b/goes2go/data.py @@ -137,7 +137,7 @@ def _goes_file_df(satellite, product, start, end, bands=None, refresh=True): start = pd.to_datetime(start) end = pd.to_datetime(end) - DATES = pd.date_range(f"{start:%Y-%m-%d %H:00}", f"{end:%Y-%m-%d %H:00}", freq="1H") + DATES = pd.date_range(f"{start:%Y-%m-%d %H:00}", f"{end:%Y-%m-%d %H:00}", freq="1h") # List all files for each date # ----------------------------