Update file 0_download_data.ipynb

7b017320 · David Akim · 9b8075f7 · 7b017320
Commit 7b017320 authored 1 year ago by David Akim
--- a/0_download_data.ipynb
+++ b/0_download_data.ipynb
@@ -5,7 +5,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-        "Load libraries"
+        "# Load libraries"
      ]
    },
    {
@@ -25,7 +25,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-        "Directories for Data"
+        "# Directories for Data"
      ]
    },
    {
@@ -45,7 +45,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-        "Download ERA5 data for Argentina from 2002 to 2022"
+        "# Download ERA5 data for Argentina from 2002 to 2022"
      ]
    },
    {
@@ -102,7 +102,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-        "Download Fire Danger Index"
+        "# Download Fire Danger Index"
      ]
    },
    {

 %% Cell type:markdown id: tags:
-Load libraries
+# Load libraries
 %% Cell type:code id: tags:
 ``` 
 # CDS API
 import cdsapi
 ```
 %% Cell type:markdown id: tags:
-Directories for Data
+# Directories for Data
 %% Cell type:code id: tags:
 ``` 
 DATADIR = 'era5/'
 LABELDIR = 'fire_danger/'
 ```
 %% Cell type:markdown id: tags:
-Download ERA5 data for Argentina from 2002 to 2022
+# Download ERA5 data for Argentina from 2002 to 2022
 %% Cell type:code id: tags:
 ``` 
 for year in range(2002,2023):
  target_file = DATADIR + f'{year}.nc'
  c = cdsapi.Client()
  c.retrieve(
      'reanalysis-era5-single-levels',
      {
          'product_type': 'reanalysis',
          'format': 'netcdf',
          'month': [
              '01','02','12'
          ],
          'day': [
              '01', '02', '03',
              '04', '05', '06',
              '07', '08', '09',
              '10', '11', '12',
              '13', '14', '15',
              '16', '17', '18',
              '19', '20', '21',
              '22', '23', '24',
              '25', '26', '27',
              '28', '29', '30',
              '31',
          ],
          'time': [
              '15:00',
          ],
          'variable': [
              '10m_u_component_of_wind', '10m_v_component_of_wind', '2m_temperature',
              'leaf_area_index_high_vegetation', 'leaf_area_index_low_vegetation', 'total_precipitation',
          ],
          'year': [str(year)],
          'area': [
              -20, -79, -57,  # North West South East
              -43,
          ],
      },
      target_file)
 ```
 %% Cell type:markdown id: tags:
-Download Fire Danger Index
+# Download Fire Danger Index
 %% Cell type:code id: tags:
 ``` 
 for year in range(2002,2023):
  target_file = LABELDIR + f'{year}.nc'
  c = cdsapi.Client()
  c.retrieve(
    'cems-fire-historical-v1',
    {
        'product_type': 'reanalysis',
        'variable': 'fire_danger_index',
        'dataset_type': 'consolidated_dataset',
        'system_version': '4_1',
        'year': '2002',
        'month': [
            '01', '02', '12',
        ],
        'day': [
            '01', '02', '03',
            '04', '05', '06',
            '07', '08', '09',
            '10', '11', '12',
            '13', '14', '15',
            '16', '17', '18',
            '19', '20', '21',
            '22', '23', '24',
            '25', '26', '27',
            '28', '29', '30',
            '31',
        ],
        'area': [
            -20, -79, -57,
            -43,
        ],
        'grid': '0.25/0.25',
        'format': 'netcdf',
    },
    target_file)
 ```
 %% Output
    2023-07-28 12:15:49,638 INFO Welcome to the CDS
    2023-07-28 12:15:49,639 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1
    2023-07-28 12:15:49,854 INFO Request is completed
    2023-07-28 12:15:49,855 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2019.nc (7.4M)
    2023-07-28 12:15:52,491 INFO Download rate 2.8M/s
    2023-07-28 12:15:53,197 INFO Welcome to the CDS
    2023-07-28 12:15:53,199 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1
    2023-07-28 12:15:53,439 INFO Request is completed
    2023-07-28 12:15:53,440 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2020.nc (7.4M)
    2023-07-28 12:15:54,590 INFO Download rate 6.5M/s
    2023-07-28 12:15:54,976 INFO Welcome to the CDS
    2023-07-28 12:15:54,977 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1
    2023-07-28 12:15:55,220 INFO Request is completed
    2023-07-28 12:15:55,221 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2021.nc (7.4M)
    2023-07-28 12:15:56,690 INFO Download rate 5.1M/s
    2023-07-28 12:15:57,082 INFO Welcome to the CDS
    2023-07-28 12:15:57,083 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1
    2023-07-28 12:15:57,301 INFO Request is completed
    2023-07-28 12:15:57,302 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2022.nc (7.4M)
    2023-07-28 12:15:58,812 INFO Download rate 4.9M/s