An R package for bias correction and statistical downscaling

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 |

downscale.cv | Downscale climate data and reconstruct the temporal serie by... |

downscale.predict | Downscale climate data for a given statistical model. |

downscale.train | Calibration of downscaling methods |

downs.predict | Switch to selected downscale method. |

downs.train | Switch to selected downscale method. |

eqm | Empirical Quantile Mapping method for bias correction |

flatMemberDim | Concatenate members |

get2DmatCoordinates | Get grid coordinates as 2D matrix |

getIntersect | getIntersect |

getWindowIndex | Get the index of the window days. |

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 |

grabGrob | Obtain a grob object from ordinary plot |

isimip | Bias correction ISI-MIP method |

loci | Local intensity scaling of precipitation |

norain | norain |

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 |

quickDiagnostics | Plots daily/annual series and the annual correlation map of... |

recoverMemberDim | Recover member multimember structure |

renameDims | Set the 'dimensions' attribute |

scaling | Scaling method for bias correction |

varCoeficient | VarCoeficient |

variance | Variance scaling of temperature |

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