GeoVersa: Design-Based Residual-Correction Forests for Digital Soil Mapping

Implements DB-TARF (Design-Based Targeted Adaptive Residual Forest) for large-scale digital soil and ecological mapping evaluated under the design-based paradigm of Wadoux et al. (2021) <doi:10.1016/j.ecolmodel.2021.109692>. A random forest is augmented by a cross-fitted, out-of-fold-selected residual correction (residual forests, ordinary kriging, recalibration), together with design-based conformal prediction intervals.

Version:	0.3.0
Imports:	ranger, caret, stats, withr
Suggests:	Cubist, gstat, sp, nnet, testthat (≥ 3.0.0)
Published:	2026-07-06
DOI:	10.32614/CRAN.package.GeoVersa (may not be active yet)
Author:	Hugo Rodrigues [aut, cre]
Maintainer:	Hugo Rodrigues <rodrigues.machado.hugo at gmail.com>
License:	MIT + file LICENSE
NeedsCompilation:	no
CRAN checks:	GeoVersa results

Documentation:

Reference manual:

GeoVersa.html , GeoVersa.pdf

Downloads:

Package source:	GeoVersa_0.3.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): GeoVersa_0.3.0.tgz, r-oldrel (arm64): GeoVersa_0.3.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): GeoVersa_0.3.0.tgz

Linking:

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