R Observatory: Metrics for GeoVersa version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

GeoVersa

0.3.0Package record

Design-Based Residual-Correction Forests for Digital Soil Mapping

0packages depend

896downloads / year

50.9%test coverage

13/13flavors OK

Overview

About

Maintained by Hugo RodriguesCRAN 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)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

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

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

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-geoversa

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# 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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK7 OK2026-07-07

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 1
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

896

CRAN downloads in the past year

Rank #15,862 · ~2/day · ~75/mo

Releases R versions

Daily download trend is not available in this view yet.

29030 days

77490 days

8961 year

Compare downloads with other packages →

Also on22 r2u

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing GeoVersa adds 65 packages (36 with compiled code, 50 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

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.

How these are counted

Code & Tests

People & History

People (1)

Hugo Rodrigues

Author, Maintainer since 0.3.0 (2026)

Releases (1)

0.3.0Latest
record
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: 21 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("GeoVersa")

Format

Rodrigues, H. (2026). GeoVersa: Design-Based Residual-Correction Forests for Digital Soil Mapping (Version 0.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.GeoVersa

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for GeoVersa version 0.3.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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