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 |

scaling | Scaling method for bias correction |

varCoeficient | VarCoeficient |

variance | Variance scaling of temperature |

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