Man pages for kdayday/ppnwp
Post-Process Numerical Weather Prediction ensembles
| add_metrics_to_dataframe | Fill one row of data.frame df with this site's metrics |
| check_maxar_parameters | Subfunction to error-check temporal parameters for Maxar... |
| export_metrics_to_csv | Export forecasting metrics to .csv |
| export_quantiles_to_h5 | Export a [issue time x step x quantile] array of quantiles to... |
| forecast_by_issue_time | Conduct site-level forecasting with the desired method |
| get_binned_ts | Get time-series forecast of binned probability forecast |
| get_bma_ts | Get time-series forecast using BMA post-processing of NWP... |
| get_chpeen_ts | Get time-series forecast using CH-PeEn method |
| get_clim_ts | Get time-series forecast using climatology |
| get_emos_ts | Get time-series forecast using EMOS post-processing of NWP... |
| get_forecast_data | Load ensemble forecast data |
| get_hourly_pvw_ensemble | Subfunction to load in hourly PVW forecasts |
| get_load_telemetry | Load data from a NETCDF file of telemetry |
| get_maxar_data_by_horizon | Subfunction to get single data point by issue and horizon |
| get_maxar_data_by_issue | Subfunction to get diagonal data by issue time |
| get_maxar_ensemble | Subfunction to load in ECMWF data |
| get_maxar_telemetry | Load data from a NETCDF file of telemetry |
| get_metrics_for_single_run | Get a vector of the average metrics over a single forecast... |
| get_ndays | Calculate number of days in the sequence |
| get_peen_ts | Get time-series forecast using persistence ensemble (PeEn)... |
| get_quantile_array | Extract an [issue time x step x quantile] array of quantile... |
| get_raw_ts | Get time-series forecast of raw NWP ensemble |
| get_start_day | Calculate start day's index since the beginning of data... |
| get_telemetry_data | Get a vector of telemetry data |
| get_training_subsets | Get subsets of ensemble and telemetry data for BMA/EMOS... |
| issue_2_valid_index | Translate ensemble issue time and step to telemetry valid... |
| train_bma | Subfunction to get BMA models using sliding or time-of-day... |
| train_bma_subfunc | Subfunction to get BMA model for individual time-point using... |
| train_ch_peen | Subfunction to get input data for CH-PeEn forecast |
| train_constant_bma | Subfunction to get single, constant BMA model for all... |
| train_emos | Subfunction to get EMOS models using sliding or time-of-day... |
| train_emos_subfunc | Subfunction to get EMOS model for individual time-point using... |
| train_peen_data | Get matrix of evolving PeEn data |
| valid_2_issue_index | Translate telemetry valid time to ensemble issue/step indices |
