R Observatory: Metrics for RStoolbox version 1.0.2.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

RStoolbox

1.0.2.3

Remote Sensing Data Analysis

1packages depend

38.3Kdownloads / year

79.3%test coverage

13/13checks pass

Overview

About

Maintained by Konstantin MuellerFirst published 2015-09-0524 releasesCRAN page ↗GitHub ↗

Toolbox for remote sensing image processing and analysis such as calculating spectral indexes, principal component transformation, unsupervised and supervised classification or fractional cover analyses.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("bleutner/RStoolbox")

Development version from bleutner/RStoolbox. Installs pak first if it is not already available.

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-rstoolbox

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-RStoolbox

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-RStoolbox

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

Health

CRAN checks

13OK

Slowest check: 14.4 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.57

79.3%

Coverage · measured lines

98%

Documentation · exports

13

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-25
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-07-16
10 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 8 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-12
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-09
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 345 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 91%
Documented parameters: 99%
Return-value docs: 100%
References docs: 13%

Downloads

38.3K

CRAN downloads in the past year

Rank #3,139 · ~105/day · ~3.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.5K30 days

3.9K90 days

38.3K1 year

Compare downloads with other packages →

Also on582 r2u14 autocran4K conda_forge68 c2d4u

Repository

GitHub ↗ bleutner/rstoolbox

298Stars

85Forks

22Open issues

2Open PRs

17Releases

893Commits

14Contributors

remote-sensingrsupervised-classificationunsupervised-classificationland-cover-mappingggplot2cranspectral-unmixing

893 commits · Last activity 2026-07-22 · +0.3% stars, 30d

Stars over time

2026-07-14 · 2972026-07-19 · 298

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/bleutner/rstoolbox on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (13)

caret sf terra XML dplyr ggplot2 tidyr reshape2 lifecycle exactextractr Rcppmethodsmagrittr

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (9)

randomForestlatticekernlab e1071 gridExtra pls testthat themis ROSE

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

envi

Code & Tests

People & History

People (5)

Maintainer (1)

Konstantin Mueller

Author, Maintainer · added in 0.4.0

Authors (4)

Konstantin Mueller

Author, Maintainer · added in 0.4.0

Ned Horning

Author

Benjamin Leutner

Author

Jakob Schwalb-Willmann

Author · added in 0.2.0

Contributors (1)

Robert J. Hijmans

Contributor · added in 0.2.1

Package Timeline

24 releases. Pick two to compare their code metrics. R releases are shown for context.

1.0.2.3Latest
2026-07-22 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.2.2
2025-10-02 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.2.1
2025-02-03 · diff ↗
1.0.2
2025-02-02 · diff ↗
1.0.1
2025-02-01 · diff ↗
1.0.0
2024-04-25 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.4.0
2024-01-17 · diff ↗
unarchivedReturned to CRAN
2024-01-17
R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2023-02-12
issues were not corrected despite reminders
R
R 4.2.0 released · 2022-04-22
0.3.0
2022-03-07 · diff ↗
R
R 4.1.0 released · 2021-05-18

Show 22 earlier events

R
R 4.0.0 released · 2020-04-24
0.2.6
2019-07-24 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.2.4
2019-01-08 · diff ↗
0.2.3
2018-06-22 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.2.1
2018-04-09 · diff ↗
0.2.0
2018-04-05 · diff ↗
0.1.10
2017-11-10 · diff ↗
0.1.9
2017-08-28 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.1.8
2017-04-15 · diff ↗
0.1.7
2017-01-10 · diff ↗
0.1.6
2016-11-07 · diff ↗
0.1.5
2016-10-06 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.1.4
2016-01-28 · diff ↗
0.1.3
2015-11-28 · diff ↗
0.1.2
2015-11-04 · diff ↗
0.1.1
2015-09-08 · diff ↗
0.1.0
2015-09-05
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-09-05
Total releases: 24 / 11 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Download size: 1.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Analysis of Spatial Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("RStoolbox")

Format

Mueller, K., Hijmans, R. J., Horning, N., Leutner, B., & Schwalb-Willmann, J. (2026). RStoolbox: Remote Sensing Data Analysis (Version 1.0.2.3) [Computer software]. https://doi.org/10.32614/CRAN.package.RStoolbox

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 RStoolbox version 1.0.2.3 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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