-
-
Notifications
You must be signed in to change notification settings - Fork 4
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Update and reformat of sire_example_configuration
- Loading branch information
1 parent
82b6009
commit 1c168e3
Showing
1 changed file
with
125 additions
and
0 deletions.
There are no files selected for viewing
125 changes: 125 additions & 0 deletions
125
configs.example/datamodule/configuration/site_example_configuration.yaml
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,125 @@ | ||
| general: | ||
| description: Example config for producing PVNet samples for a reneweble generation site | ||
| name: site_example_config | ||
|
|
||
| input_data: | ||
|
|
||
| site: | ||
| # Path to Site data in NetCDF format | ||
| file_path: PLACEHOLDER.nc | ||
| # Path to metadata in CSV format | ||
| metadata_file_path: PLACEHOLDER.csv | ||
| time_resolution_minutes: 15 | ||
| interval_start_minutes: -60 | ||
| # Specified for intraday | ||
| interval_end_minutes: 480 | ||
| dropout_timedeltas_minutes: null | ||
| dropout_fraction: 0 # Fraction of samples with dropout | ||
|
|
||
| gsp: | ||
| # Path to GSP data in zarr format | ||
| # e.g. gs://solar-pv-nowcasting-data/PV/GSP/v7/pv_gsp.zarr | ||
| zarr_path: PLACEHOLDER.zarr | ||
| interval_start_minutes: -60 | ||
| # Specified for intraday | ||
| interval_end_minutes: 480 | ||
| time_resolution_minutes: 30 | ||
| # Random value from the list below will be chosen as the delay when dropout is used | ||
| # If set to null no dropout is applied. Only values before t0 are dropped out for GSP. | ||
| # Values after t0 are assumed as targets and cannot be dropped. | ||
| dropout_timedeltas_minutes: null | ||
| dropout_fraction: 0 # Fraction of samples with dropout | ||
|
|
||
| nwp: | ||
|
|
||
| ecmwf: | ||
| provider: ecmwf | ||
| # Path to ECMWF NWP data in zarr format | ||
| # n.b. It is not necessary to use multiple or any NWP data. These entries can be removed | ||
| zarr_path: PLACEHOLDER.zarr | ||
| interval_start_minutes: -60 | ||
| # Specified for intraday | ||
| interval_end_minutes: 480 | ||
| time_resolution_minutes: 60 | ||
| 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 | ||
| - prate # precipitation rate | ||
| - u10 # 10-metre U component of wind speed | ||
| - u100 # 100-metre U component of wind speed | ||
| - u200 # 200-metre U component of wind speed | ||
| - v10 # 10-metre V component of wind speed | ||
| - v100 # 100-metre V component of wind speed | ||
| - v200 # 200-metre V component of wind speed | ||
| image_size_pixels_height: 24 | ||
| image_size_pixels_width: 24 | ||
| dropout_timedeltas_minutes: [-360] | ||
| dropout_fraction: 1.0 # Fraction of samples with dropout | ||
| max_staleness_minutes: null | ||
|
|
||
| ukv: | ||
| provider: ukv | ||
| # Path to UKV NWP data in zarr format | ||
| # e.g. gs://solar-pv-nowcasting-data/NWP/UK_Met_Office/UKV_intermediate_version_7.zarr | ||
| # n.b. It is not necessary to use multiple or any NWP data. These entries can be removed | ||
| zarr_path: PLACEHOLDER.zarr | ||
| interval_start_minutes: -60 | ||
| # Specified for intraday | ||
| interval_end_minutes: 480 | ||
| time_resolution_minutes: 60 | ||
| 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 | ||
| - wdir10 # 10-metre wind direction | ||
| - prate # precipitation rate | ||
| # These variables exist in CEDA training data but not in the live MetOffice live service | ||
| - hcct # height of convective cloud top, meters above surface. NaN if no clouds | ||
| - cdcb # height of lowest cloud base > 3 oktas | ||
| - dpt # dew point temperature | ||
| - prmsl # mean sea level pressure | ||
| - h # geometrical? (maybe geopotential?) height | ||
| image_size_pixels_height: 24 | ||
| image_size_pixels_width: 24 | ||
| dropout_timedeltas_minutes: [-360] | ||
| dropout_fraction: 1.0 # Fraction of samples with dropout | ||
| max_staleness_minutes: null | ||
|
|
||
| satellite: | ||
| # Path to Satellite data (non-HRV) in zarr format | ||
| # e.g. gs://solar-pv-nowcasting-data/satellite/EUMETSAT/SEVIRI_RSS/v4/2020_nonhrv.zarr | ||
| zarr_path: PLACEHOLDER.zarr | ||
| interval_start_minutes: -30 | ||
| interval_end_minutes: 0 | ||
| time_resolution_minutes: 5 | ||
| channels: | ||
| - IR_016 # Surface, cloud phase | ||
| - IR_039 # Surface, clouds, wind fields | ||
| - IR_087 # Surface, clouds, atmospheric instability | ||
| - IR_097 # Ozone | ||
| - IR_108 # Surface, clouds, wind fields, atmospheric instability | ||
| - IR_120 # Surface, clouds, atmospheric instability | ||
| - IR_134 # Cirrus cloud height, atmospheric instability | ||
| - VIS006 # Surface, clouds, wind fields | ||
| - VIS008 # Surface, clouds, wind fields | ||
| - WV_062 # Water vapor, high level clouds, upper air analysis | ||
| - WV_073 # Water vapor, atmospheric instability, upper-level dynamics | ||
| image_size_pixels_height: 24 | ||
| image_size_pixels_width: 24 | ||
| dropout_timedeltas_minutes: null | ||
| dropout_fraction: 0 # Fraction of samples with dropout |