cmip6_downscaling.methods.bcsd.tasks.fit_and_predict#
- cmip6_downscaling.methods.bcsd.tasks.fit_and_predict = <Task: fit_and_predict>[source]#
Fit bcsd model on prepared CMIP data with obs at corresponding spatial scale. Then predict for a set of CMIP data (likely future).
- Parameters:
- experiment_train_full_time_pathUPath
UPath to experiment training dataset chunked in full time
- experiment_predict_full_time_pathUPath
UPath to experiment prediction dataset chunked in full time
- coarse_obs_full_time_pathUPath
UPath to coarse observation dataset chunked in full time
- run_parametersRunParameters
Prefect run parameters
- Returns:
- UPath
UPath to prediction results dataset.
- Raises:
- ValueError
ValueError checking validity of input variables.