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DESCRIPTION
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DESCRIPTION
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Package: CASTvis
Type: Package
Title: 'caret' Applications for Spatial-Temporal Models visualization
Version: 0.0.1
Authors@R: c(person("Fabian", "Schumacher", email = "fabian.schumacher@uni-muenster.de", role = c("cre", "aut")))
Author: Fabian Schumacher [cre, aut]
Maintainer: Fabian Schumacher <fabian.schumacher@uni-muenster.de>
Description: Supporting functionality to visualize outputs from the CAST package. CAST includes functions to improve spatial or spatial-temporal modelling tasks using 'caret'. It includes the newly suggested 'Nearest neighbor distance matching' cross-validation to estimate the performance of spatial prediction models and allows for spatial variable selection to selects suitable predictor variables in view to their contribution to the spatial model performance. CAST further includes functionality to estimate the (spatial) area of applicability of prediction models. Methods are described in Meyer et al. (2018) <doi:10.1016/j.envsoft.2017.12.001>; Meyer et al. (2019) <doi:10.1016/j.ecolmodel.2019.108815>; Meyer and Pebesma (2021) <doi:10.1111/2041-210X.13650>; Milà et al. (2022) <doi:10.1111/2041-210X.13851>; Meyer and Pebesma (2022) <doi:10.1038/s41467-022-29838-9>; Linnenbrink et al. (2023) <doi:10.5194/egusphere-2023-1308>.
License: GPL (>= 2)
URL: https://github.com/fab-scm/CASTvis
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: terra, leaflet, shiny, shinyWidgets, shinycssloaders, bslib, rlist, sf, ggplot2, plotly, viridis
RoxygenNote: 7.3.1