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general:
description: Initial config for NL model
name: Netherlands_pvnet_config
input_data:
nwp:
ecmwf:
provider: ecmwf
zarr_path: PLACEHOLDER.zarr
interval_start_minutes: -120
interval_end_minutes: 2220
time_resolution_minutes: 60
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
- wind_u_component_10m
- wind_v_component_10m
image_size_pixels_height: 10
image_size_pixels_width: 10
dropout_timedeltas_minutes:
- -360
dropout_fraction: 1.0
max_staleness_minutes: null
normalisation_constants:
temperature_sl:
mean: 283.48333740234375
std: 3.692270040512085
downward_shortwave_radiation_flux_gl:
mean: 11458988.0
std: 13025427.0
downward_longwave_radiation_flux_gl:
mean: 27187026.0
std: 15855867.0
cloud_cover_high:
mean: 0.3961029052734375
std: 0.42244860529899597
cloud_cover_medium:
mean: 0.3288780450820923
std: 0.38039860129356384
cloud_cover_low:
mean: 0.44901806116104126
std: 0.3791404366493225
cloud_cover_total:
mean: 0.7049227356910706
std: 0.37487083673477173
visibility_sl:
mean: 12905302.0
std: 16294988.0
snow_depth_gl:
mean: 8.107526082312688e-05
std: 0.000913831521756947
direct_shortwave_radiation_flux_gl:
mean: 12905302.0
std: 16294988.0
downward_ultraviolet_radiation_flux_gl:
mean: 1305651.25
std: 1445635.25
total_precipitation_rate_gl:
mean: 3.108070450252853e-05
std: 9.81039775069803e-05
wind_u_component_10m:
mean: 1.7677178382873535
std: 5.531515598297119
wind_u_component_100m:
mean: 2.393547296524048
std: 7.2320556640625
wind_u_component_200m:
mean: 2.7963004112243652
std: 8.049470901489258
wind_v_component_10m:
mean: 0.985887885093689
std: 5.411230564117432
wind_v_component_100m:
mean: 1.4244288206100464
std: 6.944501876831055
wind_v_component_200m:
mean: 1.6010299921035767
std: 7.561611652374268
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
diff_direct_shortwave_radiation_flux_gl:
mean: 469169.5
std: 818950.6875
solar_position:
interval_start_minutes: -2880
interval_end_minutes: 2160
time_resolution_minutes: 15
generation:
time_resolution_minutes: 15
interval_start_minutes: -2880
interval_end_minutes: 2160
dropout_timedeltas_minutes:
- -15
dropout_fraction: 1.0
dropout_value: -1
zarr_path: /home/alex/NL/NL_regional_generation_kw.nc
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