subdaily_pred.RdFunction to pull objects created in linear regression models and are used to predict subdaily meteorology. This function is called in lm_ensemble_sims() to downscale a meteorology product. Linear regression models are created in gen.subdaily.models()
subdaily_pred(newdata, model.predict, Rbeta, resid.err = FALSE, model.resid = NULL, Rbeta.resid = NULL, n.ens)
| newdata | dataframe with data to be downscaled |
|---|---|
| model.predict | saved linear regression model |
| Rbeta | matrix with Rbetas from saved linear regression model |
| resid.err | logical, whether to include residual error or not |
| model.resid | data.frame of model residuals |
| Rbeta.resid | data.frame of Rbeta residuals |
| n.ens | number of ensembles to create |
Subdaily Prediction Pulls information from linear regression models to predict subdaily meteorology
Other tdm - Temporally Downscale Meteorology: gen.subdaily.models,
lm_ensemble_sims,
model.train, nc.merge,
predict_subdaily_met,
save.betas, save.model,
temporal.downscale.functions