pvnet_uk_region_day_ahead / data_config.yaml
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general:
description: Config for training the saved PVNet model
name: PVNet current
input_data:
gsp:
boundaries_version: '20250109'
dropout_fraction: 0
dropout_timedeltas_minutes: []
interval_end_minutes: 2160
interval_start_minutes: -120
time_resolution_minutes: 30
zarr_path: PLACEHOLDER.zarr
nwp:
ecmwf:
accum_channels:
- dswrf
- dlwrf
- sr
- duvrs
channels:
- t2m
- dswrf
- dlwrf
- hcc
- mcc
- lcc
- tcc
- sd
- sr
- duvrs
- u10
- v10
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -360
image_size_pixels_height: 12
image_size_pixels_width: 12
interval_end_minutes: 2220
interval_start_minutes: -120
max_staleness_minutes: null
normalisation_constants:
diff_dlwrf:
mean: 1136464.0
std: 131942.03125
diff_dswrf:
mean: 420584.6875
std: 715366.3125
diff_duvrs:
mean: 48265.4765625
std: 81605.25
diff_sr:
mean: 469169.5
std: 818950.6875
hcc:
mean: 0.3961029052734375
std: 0.42244860529899597
lcc:
mean: 0.44901806116104126
std: 0.3791404366493225
mcc:
mean: 0.3288780450820923
std: 0.38039860129356384
sd:
mean: 8.107526082312688e-05
std: 0.000913831521756947
t2m:
mean: 283.48333740234375
std: 3.692270040512085
tcc:
mean: 0.7049227356910706
std: 0.37487083673477173
u10:
mean: 1.7677178382873535
std: 5.531515598297119
v10:
mean: 0.985887885093689
std: 5.411230564117432
provider: ecmwf
time_resolution_minutes: 60
zarr_path: PLACEHOLDER.zarr
ukv:
channels:
- t
- dswrf
- dlwrf
- hcc
- mcc
- lcc
- sde
- r
- vis
- si10
- prate
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -180
image_size_pixels_height: 24
image_size_pixels_width: 24
interval_end_minutes: 1800
interval_start_minutes: -120
max_staleness_minutes: null
normalisation_constants:
dlwrf:
mean: 325.03130139
std: 39.45988077
dswrf:
mean: 111.28265039
std: 190.47216887
hcc:
mean: 29.11949682
std: 38.07184418
lcc:
mean: 50.08362643
std: 39.33210726
mcc:
mean: 40.88984494
std: 41.91144559
prate:
mean: 3.45793433e-05
std: 0.00021497
r:
mean: 81.79229501
std: 11.45012499
sde:
mean: 0.00289545
std: 0.1029753
si10:
mean: 6.88348448
std: 3.94718813
t:
mean: 283.64913206
std: 4.38818501
vis:
mean: 32262.03285118
std: 21578.97975625
provider: ukv
time_resolution_minutes: 60
zarr_path: PLACEHOLDER.zarr
solar_position:
interval_end_minutes: 2160
interval_start_minutes: -120
time_resolution_minutes: 30