Package: PointedSDMs Type: Package Title: Fit Models Derived from Point Processes to Species Distributions using 'inlabru' Version: 2.1.6 Authors@R: c( person(given = "Philip", family = "Mostert", email = "philip.s.mostert@ntnu.no", role = c("aut", "cre")), person(given = "Bob", family = "O'hara", email = "bob.ohara@ntnu.no", role = c("aut"))) Maintainer: Philip Mostert URL: https://github.com/PhilipMostert/PointedSDMs BugReports: https://github.com/PhilipMostert/PointedSDMs/issues Description: Integrated species distribution modeling is a rising field in quantitative ecology thanks to significant rises in the quantity of data available, increases in computational speed and the proven benefits of using such models. Despite this, the general software to help ecologists construct such models in an easy-to-use framework is lacking. We therefore introduce the R package 'PointedSDMs': which provides the tools to help ecologists set up integrated models and perform inference on them. There are also functions within the package to help run spatial cross-validation for model selection, as well as generic plotting and predicting functions. An introduction to these methods is discussed in Issac, Jarzyna, Keil, Dambly, Boersch-Supan, Browning, Freeman, Golding, Guillera-Arroita, Henrys, Jarvis, Lahoz-Monfort, Pagel, Pescott, Schmucki, Simmonds and O’Hara (2020) . Depends: R (>= 4.1), stats, sf, inlabru (>= 2.12.0), R6 (>= 2.5), methods, Imports: terra, ggplot2, fmesher, raster, sp (>= 1.4-5), R.devices, blockCV (>= 3.0.0), FNN, dplyr, lifecycle Suggests: testthat (>= 3.0.0), sn, INLA (>= 21.08.31), rasterVis, ggmap, RColorBrewer, cowplot, knitr, kableExtra, rmarkdown, spocc, covr Additional_repositories: https://inla.r-inla-download.org/R/testing License: GPL (>= 3) VignetteBuilder: knitr Config/testthat/edition: 3 LazyData: false Encoding: UTF-8 Config/roxygen2/version: 8.1.0 Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev libssl-dev libproj-dev libsqlite3-dev libudunits2-dev Repository: https://philipmostert.r-universe.dev Date/Publication: 2026-09-21 09:46:57 UTC RemoteUrl: https://github.com/philipmostert/pointedsdms RemoteRef: HEAD RemoteSha: 426d49ed2275d5ef1185127f707fe950184c8c52 NeedsCompilation: no Packaged: 2026-09-21 11:33:28 UTC; root Author: Philip Mostert [aut, cre], Bob O'hara [aut]