GeoVersa

0.3.0

Design-Based Residual-Correction Forests for Digital Soil Mapping

0packages depend

53downloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Hugo RodriguesFirst published 2026-07-061 releasesCRAN page ↗

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.

Install

R (CRAN)Fedora (COPR)openSUSE (OBS)

install.packages("GeoVersa", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-GeoVersa

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-GeoVersa

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.5 min · r-release-windows-x86_64

Code health

Yes

Tests · ratio 0.01

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

OK2026-07-07
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

CRAN downloads in the past year

Rank #24,367 · ~0/day · ~4/mo

GeoVersa Releases R versions

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5330 days

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531 year

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Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (4)

ranger caretstatswithr

LinkingTo (0)

none

Suggests (5)

Cubist gstat spnnettestthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 2,010 (96%)Rd 74 (4%)

Code characteristics

Cyclomatic complexity: 3.0 median / 89 max
Test cases: 1 / 0.01 per code line
Documented parameters: 100%

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

49 1 exported

Complexity

7.2 avg / 89 max

Call network

49 nodes / 84 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (1)

Maintainer (1)

Hugo Rodrigues

Author, Maintainer

Authors (1)

Hugo Rodrigues

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

0.3.0Latest
2026-07-06 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-06
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet