voluModel: Modeling Species Distributions in Three Dimensions
Facilitates modeling species' ecological niches and geographic distributions based on occurrences and environments that have a vertical as well as horizontal component, and projecting models into three-dimensional geographic space. Working in three dimensions is useful in an aquatic context when the organisms one wishes to model can be found across a wide range of depths in the water column. The package also contains functions to automatically generate marine training model training regions using machine learning, and interpolate and smooth patchily sampled environmental rasters using thin plate splines. Davis Rabosky AR, Cox CL, Rabosky DL, Title PO, Holmes IA, Feldman A, McGuire JA (2016) <doi:10.1038/ncomms11484>. Nychka D, Furrer R, Paige J, Sain S (2021) <doi:10.5065/D6W957CT>. Pateiro-Lopez B, Rodriguez-Casal A (2022) <https://CRAN.R-project.org/package=alphahull>.
| Version: | 0.2.2 |
| Depends: | R (≥ 4.0.0) |
| Imports: | dplyr, fields, ggplot2, ggtext, grDevices, methods, metR, modEvA, rangeBuilder (≥ 2.0), terra, viridisLite, sf |
| Suggests: | testthat (≥ 3.0.0), nlme, knitr, covr, gridExtra, lattice, rmarkdown, rnaturalearth, rnaturalearthdata, tibble |
| Published: | 2024-08-20 |
| DOI: | 10.32614/CRAN.package.voluModel |
| Author: | Hannah L. Owens 
[aut, cre],
Carsten Rahbek
[aut] |
| Maintainer: | Hannah L. Owens <hannah.owens at gmail.com> |
| BugReports: | https://github.com/hannahlowens/voluModel/issues |
| License: | GPL-3 |
| URL: | https://hannahlowens.github.io/voluModel/ |
| NeedsCompilation: | no |
| Citation: | voluModel citation info |
| Materials: | NEWS |
| CRAN checks: | voluModel results |
Documentation:
| Reference manual: | voluModel.pdf |
| Vignettes: |
1. Introduction to 'voluModel' (source, R code) 2. Processing Raster Data (source, R code) 3. Environmental Data Sampling (source, R code) 4. Visualization Tools (source, R code) 5. 3D Niche Modeling with the GLM Algorithm (source, R code) |
Downloads:
| Package source: | voluModel_0.2.2.tar.gz |
| Windows binaries: | r-devel: voluModel_0.2.2.zip, r-release: voluModel_0.2.2.zip, r-oldrel: voluModel_0.2.2.zip |
| macOS binaries: | r-release (arm64): voluModel_0.2.2.tgz, r-oldrel (arm64): voluModel_0.2.2.tgz, r-release (x86_64): voluModel_0.2.2.tgz, r-oldrel (x86_64): voluModel_0.2.2.tgz |
| Old sources: | voluModel archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=voluModel to link to this page.