general: description: Config for training the saved PVNet model name: PVNet current input_data: nwp: ecmwf: accum_channels: - direct_shortwave_radiation_flux_gl - downward_longwave_radiation_flux_gl - downward_shortwave_radiation_flux_gl - downward_ultraviolet_radiation_flux_gl channels: - cloud_cover_high - cloud_cover_low - cloud_cover_medium - cloud_cover_total - direct_shortwave_radiation_flux_gl - downward_longwave_radiation_flux_gl - downward_shortwave_radiation_flux_gl - downward_ultraviolet_radiation_flux_gl - snow_depth_gl - temperature_sl - total_precipitation_rate_gl - visibility_sl - wind_u_component_10m - wind_v_component_10m dropout_fraction: 1.0 dropout_timedeltas_minutes: - -180 image_size_pixels_height: 30 image_size_pixels_width: 30 interval_end_minutes: 2160 interval_start_minutes: -120 max_staleness_minutes: null normalisation_constants: cloud_cover_high: mean: 0.3961029052734375 std: 0.42244860529899597 cloud_cover_low: mean: 0.44901806116104126 std: 0.3791404366493225 cloud_cover_medium: mean: 0.3288780450820923 std: 0.38039860129356384 cloud_cover_total: mean: 0.7049227356910706 std: 0.37487083673477173 diff_direct_shortwave_radiation_flux_gl: mean: 469169.5 std: 818950.6875 diff_downward_longwave_radiation_flux_gl: mean: 1136464.0 std: 131942.03125 diff_downward_shortwave_radiation_flux_gl: mean: 420584.6875 std: 715366.3125 diff_downward_ultraviolet_radiation_flux_gl: mean: 48265.4765625 std: 81605.25 direct_shortwave_radiation_flux_gl: mean: 11458988.0 std: 13025427.0 downward_longwave_radiation_flux_gl: mean: 27187026.0 std: 15855867.0 downward_shortwave_radiation_flux_gl: mean: 11458988.0 std: 13025427.0 downward_ultraviolet_radiation_flux_gl: mean: 1305651.25 std: 1445635.25 snow_depth_gl: mean: 8.107526082312688e-05 std: 0.000913831521756947 temperature_sl: mean: 283.48333740234375 std: 3.692270040512085 total_precipitation_rate_gl: mean: 3.108070450252853e-05 std: 9.81039775069803e-05 visibility_sl: mean: 12905302.0 std: 16294988.0 wind_u_component_100m: mean: 2.393547296524048 std: 7.2320556640625 wind_u_component_10m: mean: 1.7677178382873535 std: 5.531515598297119 wind_u_component_200m: mean: 2.7963004112243652 std: 8.049470901489258 wind_v_component_100m: mean: 1.4244288206100464 std: 6.944501876831055 wind_v_component_10m: mean: 0.985887885093689 std: 5.411230564117432 wind_v_component_200m: mean: 1.6010299921035767 std: 7.561611652374268 provider: ecmwf time_resolution_minutes: 60 zarr_path: PLACEHOLDER.zarr satellite: channels: - IR_016 - IR_039 - IR_087 - IR_097 - IR_108 - IR_120 - IR_134 - VIS006 - VIS008 - WV_062 - WV_073 dropout_fraction: 0.8 dropout_timedeltas_minutes: - -5 - -10 - -15 - -20 - -25 - -30 image_size_pixels_height: 100 image_size_pixels_width: 100 interval_end_minutes: -60 interval_start_minutes: -90 normalisation_constants: HRV: mean: 0.09298719 std: 0.11405209 IR_016: mean: 0.17594202 std: 0.21462157 IR_039: mean: 0.86167645 std: 0.04618041 IR_087: mean: 0.7719318 std: 0.06687243 IR_097: mean: 0.8014212 std: 0.0468558 IR_108: mean: 0.71254843 std: 0.17482725 IR_120: mean: 0.89058584 std: 0.06115861 IR_134: mean: 0.944365 std: 0.04492306 VIS006: mean: 0.09633306 std: 0.12184761 VIS008: mean: 0.11426069 std: 0.13090034 WV_062: mean: 0.7359355 std: 0.16111417 WV_073: mean: 0.62479186 std: 0.12924142 time_resolution_minutes: 5 zarr_path: PLACEHOLDER.zarr site: capacity_mode: variable file_path: /home/zak/projects/PVNet/nl_solar/pv_data/netherlands_pv_data_v2.nc interval_end_minutes: 2160 interval_start_minutes: -2880 metadata_file_path: /home/zak/projects/PVNet/nl_solar/pv_data/netherlands_metadata.csv time_resolution_minutes: 15 solar_position: interval_end_minutes: 2160 interval_start_minutes: -2880 time_resolution_minutes: 15