Man pages for SantanderMetGroup/downscaleR
A climate4R package for statistical downscaling <http://meteo.unican.es/climate4r>
| adjustPrecipFreq | adjustPrecipFreq |
| analogs.test | Donwscaling with the analogs method (test). |
| analogs.train | Analogs |
| biasCorrection | Bias correction methods |
| biasCorrection1D | Bias correction methods on 1D data |
| dateReplacement | Compute dates of a downscaled observational dataset |
| delta | Delta method for bias correction |
| downscale | Perfect-prog downscaling |
| downscaleChunk | Downscaling by chunks |
| downscaleCV | Downscale climate data and reconstruct the temporal serie by... |
| downscalePredict | Downscale climate data for a given statistical model. |
| downscaleTrain | Calibration of downscaling methods |
| downs.predict | Switch to selected downscale method. |
| downs.train | Switch to selected downscale method. |
| dqm | Detrended quantile matching |
| eqm | Empirical Quantile Mapping method for bias correction |
| flatMemberDim | Concatenate members |
| get2DmatCoordinates | Get grid coordinates as 2D matrix |
| getIntersect | getIntersect |
| glimpr | GLM downscaling |
| glm.predict | Donwscaling with a given generalized linear model (GLM). |
| glm.train | Donwscaling with generalized linear models (GLM). |
| gpqm | Generalized Quantile Mapping method for bias correction |
| isimip | Bias correction ISI-MIP method |
| isimip3 | ISIMIP v3 method for bias correction |
| loci | Local intensity scaling of precipitation |
| mva | Mean and Variance Adjustment |
| ppModelSetup | Data preparation for perfect-prog model construction |
| pqm | Parametric Quantile Mapping method for bias correction |
| predictor.nn.indices | Calculate spatial index position of nearest neighbors |
| predictor.nn.values | Construct local predictor matrices |
| prepareData | Configuration of data for downscaling |
| prepareNewData | Prepare newdata for predictions |
| ptr | Power transformation of precipitation |
| qdm | Quantile delta mapping |
| recoverMemberDim | Recover member multimember structure |
| renameDims | Set the 'dimensions' attribute |
| re_scale_by_upper_bound_climatology | Re-Scaling by upper bound climatology |
| scale_by_upper_bound_climatology | Scaling by upper bound climatology |
| scaling | Scaling method for bias correction |
| varCoeficient | VarCoeficient |
| variance | Variance scaling of temperature |
