Cross-validation model selection and species distribution mapping

AIC_indices | Function that returns the AIC of a list of models In the case... |

best_distri | A function to rank distributions (of same length) and... |

CovarExtract | Function to extract covariates from different rasters |

CreateExtent | Find area extent Verify if this function is not in my spatial... |

crossV_indices | Function that return indices of quality of fit for a list of... |

Fig_split | Find an equilibrated layout for a figure according to number... |

findBestModel | Find best model |

fit_model | Function to fit a model among all possible |

gplot_data | Transform raster as data.frame to be later used with ggplot... |

is_ProjEqual | Test if projections are equals |

Map_predict | Create Multilayer raster for predictions and uncertainty... |

meandiff_distri | Mean difference between a distribution and a set of others... |

ModelOrder | Order fitted models |

ModelResults | Study the outputs and predictions of a specific model |

model_select | Characteristics of the model on which to produce outputs |

modelselect_opt | Modelselect configuration file |

Param_corr | Function to identify covariates that are correlated in terms... |

prec_data | Find the most precise data of a vector |

predR | Predictions in response and link scales |

Prepare_covarStack | Merge covariate rasters from different extents and... |

Prepare_dataset | Prepare dataset to be included in the model selection... |

RefRasterize | Create a RefRaster for regular grid dataset resampling |

Rm_WhiteMargins | A function to crop white margins of a PNG image |

SDMSelect | SDMSelect: A package for cross-validation model selection and... |

spatialcor_dist | Figure to see spatial autocorrelation that may allow to... |

test_opt | Test internal modelopt |

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