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SERL Compatible Weather CSVs #17

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cdinu opened this issue Jan 6, 2025 · 0 comments · Fixed by #20
Closed

SERL Compatible Weather CSVs #17

cdinu opened this issue Jan 6, 2025 · 0 comments · Fixed by #20
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cdinu commented Jan 6, 2025

Generate a CSV file that contains:

  • grid_cell
  • analysis_date
  • date_time
  • 2m_temperature_K
  • 2m_dewpoint_temperature_K
  • minimum_2m_temperature_K
  • maximum_2m_temperature_K
  • skin_temperature_K
  • soil_temperature_level_1_K
  • mean_total_precipitation_rate
  • total_precipitation
  • large_scale_rain_rate
  • large_scale_precipitation
  • precipitation_type
  • surface_pressure
  • mean_sea_level_pressure
  • surface_solar_radiation_downwards
  • clear_sky_direct_solar_radiation_at_surface
  • total_sky_direct_solar_radiation_at_surface
  • total_cloud_cover
  • 10m_wind_gust
  • instantaneous_10m_wind_gust
  • 10m_u_component_of_wind
  • 10m_v_component_of_wind
  • snow_depth
  • snowfall
  • large_scale_snowfall_rate_water_equivalent

Sample:

grid_cell,analysis_date,date_time,2m_temperature_K,2m_dewpoint_temperature_K,minimum_2m_temperature_K,maximum_2m_temperature_K,skin_temperature_K,soil_temperature_level_1_K,mean_total_precipitation_rate,total_precipitation,large_scale_rain_rate,large_scale_precipitation,precipitation_type,surface_pressure,mean_sea_level_pressure,surface_solar_radiation_downwards,clear_sky_direct_solar_radiation_at_surface,total_sky_direct_solar_radiation_at_surface,total_cloud_cover,10m_wind_gust,instantaneous_10m_wind_gust,10m_u_component_of_wind,10m_v_component_of_wind,snow_depth,snowfall,large_scale_snowfall_rate_water_equivalent
11_08,2024-07-01,2024-07-01T00:00:00Z,284.8261,282.43616,284.84808,284.9497,285.0266,285.05048,4.5438064e-06,1.6224105e-05,3.0942028e-06,1.6163103e-05,1.0,101241.37,101202.23,0.0,0.125,0.125,0.61901635,8.455955,8.64394,2.8819304,6.3057775,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T01:00:00Z,284.83923,282.68768,284.81207,284.8338,285.05017,285.05173,1.26420055e-05,4.577078e-05,1.4071469e-05,4.581688e-05,1.0,101194.16,101154.664,0.0,0.125,0.125,1.0,9.494792,9.604432,2.8504975,7.1322546,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T02:00:00Z,284.9317,282.94208,284.83774,284.91092,285.08197,285.05173,5.5551413e-05,0.0002002311,9.201688e-05,0.00019981293,1.0,101133.06,101093.87,0.0,0.125,0.125,1.0,10.38163,10.732432,3.2176511,7.6478987,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T03:00:00Z,284.88174,283.32364,284.889,284.94153,285.09848,285.05048,0.000117075746,0.0004215669,4.958152e-05,0.0002159765,1.0,101089.87,101051.195,0.0,0.125,0.125,1.0,11.078553,11.099222,3.213722,7.645344,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T04:00:00Z,284.96323,283.69266,284.8799,284.94153,285.1079,285.05133,0.00018453621,0.0006642714,8.24763e-05,0.00022412138,1.0,101034.016,100995.086,2392.125,2762.625,0.125,1.0,11.280875,11.05605,3.1857815,7.604041,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T05:00:00Z,285.10867,284.0862,284.96265,285.07538,285.11615,285.05133,0.00032521022,0.0011710487,0.00012612715,0.00048489706,1.0,101016.125,100977.48,19784.625,90858.625,0.125,1.0,11.073039,10.9154825,3.8681374,7.5141973,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T06:00:00Z,285.32993,284.506,285.10992,285.27777,285.12616,285.05133,0.0003144737,0.0011320051,6.188487e-05,0.00059842155,1.0,101066.414,101027.61,54669.375,339009.38,0.125,1.0,10.914835,10.315218,5.516181,5.5116606,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T07:00:00Z,285.5516,284.77124,285.4036,285.59525,285.12912,285.05048,0.00013257586,0.00047683483,2.383301e-05,0.0002432121,1.0,101101.44,101062.83,108790.5,703934.4,0.125,1.0,9.906673,8.768966,6.9332805,0.96071094,0.0,0.0,0.0
11_08,2024-07-01,2024-07-01T08:00:00Z,285.609,284.51572,285.58728,285.64667,285.12085,285.05048,6.22205e-05,0.00022410555,7.6545635e-05,0.0001468691,1.0,101194.01,101154.54,210155.5,1122094.1,0.125,1.0,9.707454,10.040988,7.553207,-2.440579,0.0,0.0,0.0
@cdinu cdinu self-assigned this Jan 6, 2025
cdinu added a commit that referenced this issue Jan 7, 2025
cdinu added a commit that referenced this issue Jan 10, 2025
* fix string format for regex
* SERL Compatible Weather CSVs #17
* Filter by grid
* make the CSV more like the SERL reference
@cdinu cdinu closed this as completed in #20 Jan 10, 2025
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