R Observatory: Metrics for SOMEnv version 1.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SOMEnv

1.1.2

SOM Algorithm for the Analysis of Multivariate Environmental Data

0packages depend

2.3Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Sabina LicenFirst published 2021-01-253 releasesCRAN page ↗GitHub ↗

Analysis of multivariate environmental high frequency data by Self-Organizing Map and k-means clustering algorithms. By means of the graphical user interface it provides a comfortable way to elaborate by self-organizing map algorithm rather big datasets (txt files up to 100 MB ) obtained by environmental high-frequency monitoring by sensors/instruments. The functions present in the package are based on 'kohonen' and 'openair' packages implemented by functions embedding Vesanto et al. (2001) http://www.cis.hut.fi/projects/somtoolbox/package/papers/techrep.pdf heuristic rules for map initialization parameters, k-means clustering algorithm and map features visualization. Cluster profiles visualization as well as graphs dedicated to the visualization of time-dependent variables Licen et al. (2020) doi:10.4209/aaqr.2019.08.0414 are provided.

Install

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

install.packages("SOMEnv", 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("SomEnv/somenv")

Development version from SomEnv/somenv. 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-somenv

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-SOMEnv

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-SOMEnv

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 1.6 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

Dependencies · direct

Check history

NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 99%
Return-value docs: 100%
References docs: 90%

Downloads

2.3K

CRAN downloads in the past year

Rank #17,220 · ~6/day · ~190/mo

Releases R versions

Daily download trend is not available in this view yet.

18630 days

62490 days

2.3K1 year

Compare downloads with other packages →

Also on91 r2u16 autocran

Repository

GitHub ↗ somenv/somenv

1Stars

0Forks

0Open issues

0Open PRs

3Releases

25Commits

3Contributors

License GPL-2.0 · 25 commits · Last activity 2021-03-02

Stars over time

2021-12-25 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

Checks run against github.com/somenv/somenv on 2026-08-16.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (9)

rlist kohonen shiny dplyr plyr openair colourpicker shinycssloaders shinycustomloader

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Sabina Licen

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.1.2Latest
2021-07-26 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
1.1.1
2021-03-02 · diff ↗
0.1.1
2021-01-25
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-25
Total releases: 3 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6.0
Download size: 45 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SOMEnv")

Format

Licen, S., Barbieri, P., Franzon, M., & Rodani, T. (2021). SOMEnv: SOM Algorithm for the Analysis of Multivariate Environmental Data (Version 1.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.SOMEnv

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 SOMEnv version 1.1.2 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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