maxentcpp: Maximum Entropy Species Distribution Modeling ('C++'
Implementation)
'C++' implementation of Maximum Entropy (Maxent) species distribution
modeling with R bindings via 'Rcpp'. Provides a high-performance
reimplementation of the Maxent algorithm for modeling species geographic
distributions from occurrence data and environmental variables, following
Phillips et al. (2006) <doi:10.1016/j.ecolmodel.2005.03.026>. Supports
linear, quadratic, product, hinge, and threshold feature transformations,
spatial projection in raw, logistic, and cloglog scales, and model
diagnostics including Area Under the ROC Curve (AUC), variable importance,
response curves, and Multivariate Environmental Similarity Surfaces (MESS)
maps.
| Version: |
1.0.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
Rcpp (≥ 1.0.0), methods |
| LinkingTo: |
Rcpp, RcppEigen |
| Suggests: |
testthat (≥ 3.0.0), knitr, rmarkdown, terra (≥ 1.7-46), raster, sf, png, rJava, maxnet |
| Published: |
2026-05-18 |
| DOI: |
10.32614/CRAN.package.maxentcpp (may not be active yet) |
| Author: |
Angel Robles [aut, cre] |
| Maintainer: |
Angel Robles <a.l.robles.fernandez at gmail.com> |
| BugReports: |
https://github.com/alrobles/maxentcpp/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/alrobles/maxentcpp,
https://alrobles.github.io/maxentcpp/ |
| NeedsCompilation: |
yes |
| SystemRequirements: |
C++17 |
| Materials: |
NEWS |
| CRAN checks: |
maxentcpp results |
Documentation:
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