Temporally Explicit Species Distribution Modelling R package TemporalModelR version 0.3.0 Increases the ease of implementing a temporally-explicit modeling methodology when building ecological niche and species distribution models. Provides functions to assist with three major steps of temporally-explicit models: (i) preprocessing species and environmental data and generating suitable background or pseudoabsence data, (ii) building a niche model and generating temporally-explicit predictions from that model, and (iii) model postprocessing to explore spatiotemporal trends in model predictions. Methodological and theoretical foundations are described in Ingenloff and Peterson (2021) <doi:10.1111/2041-210X.13564>, Franklin (2010, ISBN:9780521700023), Peterson et al. (2011, ISBN:9780691136882), Blonder (2018) <doi:10.1111/ecog.03187>, Senay et al. (2013) <doi:10.1371/journal.pone.0071218>, and Li and Zhang (2024) <doi:10.48550/arXiv.2404.05933>. Software Depends: R (>= 4.1) Imports: deldir, graphics, grDevices, sf, stats, terra, tools, utils, exactextractr Suggests: fastcpd, ggplot2, hypervolume, knitr, mgcv, randomForest, RColorBrewer, rmarkdown, scatterpie Connor Hughes <connorhughes926@gmail.com> Comprehensive R Archive Network (CRAN) Connor Hughes [aut, cre] (ORCID: <https://orcid.org/0000-0002-3720-0837>), Mariana Castaneda-Guzman [aut] (ORCID: <https://orcid.org/0000-0001-6106-4284>), Luis E. Escobar [aut] (ORCID: <https://orcid.org/0000-0001-5735-2750>) MIT + file LICENSE (https://CRAN.R-project.org/package=TemporalModelR/LICENSE) 2026-07-02 application/tgz https://CRAN.R-project.org/package=TemporalModelR doi:10.32614/CRAN.package.TemporalModelR en-US