Ensemble Platform for Species Distribution Modeling R package biomod2 version 4.3-4-6 Functions for species distribution modeling, calibration and evaluation, ensemble of models, ensemble forecasting and visualization. The package permits to run consistently up to 10 single models on a presence/absences (resp presences/pseudo-absences) dataset and to combine them in ensemble models and ensemble projections. Some bench of other evaluation and visualisation tools are also available within the package. Software Depends: R (>= 4.1) Imports: stats, utils, methods, terra (>= 1.6-33), sp, reshape, reshape2, abind, foreach, ggplot2, gbm (>= 2.1.3), rpart, MASS, pROC (>= 1.15.0), PresenceAbsence, dplyr, rlang, scales Suggests: Hmisc, gam, mgcv, earth, maxnet, mda, nnet, randomForest, xgboost (>= 3.1.3.1), cito, torch, car, caret, dismo, ENMeval, doParallel, raster, ggpubr, testthat, knitr, markdown, rmarkdown, tidyterra, ggtext, patchwork, kableExtra, DT, R.utils, paletteer, viridis Maya Guéguen <maya.gueguen@univ-grenoble-alpes.fr> Comprehensive R Archive Network (CRAN) Maya Guéguen [aut, cre], Hélène Blancheteau [aut], Rémi Lemaire-Patin [aut], Wilfried Thuiller [aut] GPL-3 2026-05-23 application/tgz https://CRAN.R-project.org/package=biomod2 doi:10.32614/CRAN.package.biomod2