kuenm2

0.1.3

Detailed Development of Ecological Niche Models

0packages depend

2.2Kdownloads / year

0.0%test coverage

12/13checks pass

Overview

About

Maintained by Weverton C. F. TrindadeFirst published 2026-03-292 releasesCRAN page ↗GitHub ↗

A new set of tools to help with the development of detailed ecological niche models using multiple algorithms. Pre-modeling analyses and explorations can be done to prepare data. Model calibration (model selection) can be done by creating and testing models with several parameter combinations. Handy options for producing final models with transfers are included. Other tools to assess extrapolation risks and variability in model transfers are also available. Methodological and theoretical basis for the methods implemented here can be found in: Peterson et al. (2011) https://www.degruyter.com/princetonup/view/title/506966, Radosavljevic and Anderson (2014) doi:10.1111/jbi.12227, Peterson et al. (2018) doi:10.1111/nyas.13873, Cobos et al. (2019) doi:10.7717/peerj.6281, Alkishe et al. (2020) doi:10.1016/j.pecon.2020.03.002, Machado-Stredel et al. (2021) doi:10.21425/F5FBG48814, Arias-Giraldo and Cobos (2024) doi:10.17161/bi.v18i.21742, Cobos et al. (2024) doi:10.17161/bi.v18i.21742.

Install

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

install.packages("kuenm2", 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("marlonecobos/kuenm2")

Development version from marlonecobos/kuenm2. 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-kuenm2

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-kuenm2

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-kuenm2

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

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 15.4 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.00

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-30
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,426 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 6%

Downloads

2.2K

CRAN downloads in the past year

Rank #6,777 · ~6/day · ~185/mo

Releases R versions

Daily download trend is not available in this view yet.

34730 days

1.4K90 days

2.2K1 year

Compare downloads with other packages →

Also on38 r2u

Repository

GitHub ↗ marlonecobos/kuenm2

12Stars

3Forks

1Open issues

0Open PRs

2Releases

728Commits

6Contributors

728 commits · Last activity 2026-05-31

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/marlonecobos/kuenm2 on 2026-07-31.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (13)

doSNOW enmpa foreach fpROC glmnetgrDevicesgraphicsmgcvmop (>= 0.1.3)parallelstatsterrautils

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown spelling

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Weverton C. F. Trindade

Author, Maintainer

Authors (5)

Weverton C. F. Trindade

Author, Maintainer

Luis F. Arias-Giraldo

Author

Marlon E. Cobos

Author

Luis Osorio-Olvera

Author

A. Townsend Peterson

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.1.3Latest
2026-04-21 · current release · diff ↗
0.1.2
2026-03-29
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-29
Total releases: 2 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5
Bundled data: 710 KB / 16 files
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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