Package: enmSdmX Type: Package Title: Species Distribution Modeling and Ecological Niche Modeling Version: 1.2.11 Date: 2025-01-22 Authors@R: c( person( given = c('Adam', 'B.'), family = 'Smith', role = c('cre', 'aut'), email = 'adam.smith@mobot.org', comment = c(ORCID = '0000-0002-6420-1659') ) ) Description: Implements species distribution modeling and ecological niche modeling, including: bias correction, spatial cross-validation, model evaluation, raster interpolation, biotic "velocity" (speed and direction of movement of a "mass" represented by a raster), interpolating across a time series of rasters, and use of spatially imprecise records. The heart of the package is a set of "training" functions which automatically optimize model complexity based number of available occurrences. These algorithms include MaxEnt, MaxNet, boosted regression trees/gradient boosting machines, generalized additive models, generalized linear models, natural splines, and random forests. To enhance interoperability with other modeling packages, no new classes are created. The package works with 'PROJ6' geodetic objects and coordinate reference systems. Depends: R (>= 4.0.0) Imports: AICcmodavg, boot, cowplot, data.table, doParallel, DT, foreach, gbm, ggplot2, graphics, ks, maxnet, methods, mgcv, omnibus, parallel, predicts, ranger, rJava, scales, sf, shiny, sp, statisfactory, stats, terra, utils Suggests: brglm, cluster, gecko, geodata, knitr, rgbif, rmarkdown VignetteBuilder: knitr LazyData: true LazyLoad: yes URL: https://github.com/adamlilith/enmSdmX BugReports: https://github.com/adamlilith/enmSdmX/issues Encoding: UTF-8 License: MIT + file LICENSE RoxygenNote: 7.3.2 Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev make default-jdk libuv1-dev libssl-dev libproj-dev libsqlite3-dev libudunits2-dev zlib1g-dev Repository: https://adamlilith.r-universe.dev Date/Publication: 2025-02-20 04:16:13 UTC RemoteUrl: https://github.com/adamlilith/enmsdmx RemoteRef: HEAD RemoteSha: b10c92af64a908f6d1c2fbf127a9d94565e07e38 NeedsCompilation: no Packaged: 2026-06-15 07:35:45 UTC; root Author: Adam B. Smith [cre, aut] (ORCID: ) Maintainer: Adam B. Smith