data_config.yaml

general:
  description: Config for training the saved PVNet model
  name: PVNet current
input_data:
  default_forecast_minutes: 480
  default_history_minutes: 120
  gsp:
    forecast_minutes: 480
    gsp_zarr_path: PLACEHOLDER.zarr
    history_minutes: 120
    time_resolution_minutes: 30
  nwp:
    ecmwf:
      dropout_fraction: 1.0
      dropout_timedeltas_minutes:
      - -180
      forecast_minutes: 480
      history_minutes: 120
      max_staleness_minutes: null
      nwp_channels:
        - t2m # 2-metre temperature
        - dswrf # downwards short-wave radiation flux
        - dlwrf # downwards long-wave radiation flux
        - hcc # high cloud cover
        - mcc # medium cloud cover
        - lcc # low cloud cover
        - tcc # total cloud cover
        - sde # snow depth water equivalent
        - sr # direct solar radiation
        - duvrs # downwards UV radiation at surface
        - u10 # 10-metre U component of wind speed
        - v10 # 10-metre V component of wind speed
      nwp_image_size_pixels_height: 12
      nwp_image_size_pixels_width: 12
      nwp_provider: ecmwf
      nwp_zarr_path: PLACEHOLDER.zarr
      time_resolution_minutes: 60
    ukv:
      dropout_fraction: 1.0
      dropout_timedeltas_minutes:
      - -180
      forecast_minutes: 480
      history_minutes: 120
      max_staleness_minutes: null
      nwp_channels:
        - t # 2-metre temperature
        - dswrf # downwards short-wave radiation flux
        - dlwrf # downwards long-wave radiation flux
        - hcc # high cloud cover
        - mcc # medium cloud cover
        - lcc # low cloud cover
        - sde # snow depth water equivalent
        - r # relative humidty
        - vis # visibility
        - si10 # 10-metre wind speed
        - prate # precipitation rate
      nwp_image_size_pixels_height: 24
      nwp_image_size_pixels_width: 24
      nwp_provider: ukv
      nwp_zarr_path: PLACEHOLDER.zarr
      time_resolution_minutes: 60
  satellite:
    forecast_minutes: 0
    history_minutes: 90
    live_delay_minutes: 60
    satellite_channels:
    - IR_016
    - IR_039
    - IR_087
    - IR_097
    - IR_108
    - IR_120
    - IR_134
    - VIS006
    - VIS008
    - WV_062
    - WV_073
    satellite_image_size_pixels_height: 24
    satellite_image_size_pixels_width: 24
    satellite_zarr_path: PLACEHOLDER.zarr
    time_resolution_minutes: 5