Package: voluModel 0.2.3

Hannah L. Owens

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>.

Authors:Hannah L. Owens [aut, cre], Emmaline Sheahan [aut], Carsten Rahbek [aut]

voluModel_0.2.3.tar.gz
voluModel_0.2.3.tar.gz(r-4.7-any)voluModel_0.2.3.tar.gz(r-4.6-any)
voluModel_0.2.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
voluModel/json (API)
NEWS

# Install 'voluModel' in R:
install.packages('voluModel', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hannahlowens/volumodel/issues

Pkgdown/docs site:https://hannahlowens.github.io

On CRAN:

Conda:

3.31 score 1 stars 41 scripts 283 downloads 23 exports 103 dependencies

Last updated from:68ca18700c. Checks:1 ERROR, 3 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR245
source / vignettesOK317
linux-release-x86_64OK251
wasm-releaseOK194

Exports:areColorsblendColorbottomRastercenterPointRasterTemplatecolumnParsediversityStackdownsampleinterpolateRastermarineBackgroundMESS3DmSampling2DmSampling3DoneRasterPlotplotLayerspointCompMappointMaprasterCompsmoothRastertestIntersectiontransectPlottranspColorverticalSamplexyzSample

Dependencies:alphahullaskpassbackportsbayestestRcachemcheckmateclassclassIntclicommonmarkcpp11curldata.tabledatawizardDBIdeldirdigestdotCall64dplyre1071effectsizefarverfastmapfieldsFormulaformula.toolsgenericsggplot2ggtextgluegridtextgtablehttrinsightinterpisobandjpegjsonliteKernSmoothlabelinglatticelifecyclelitedownlubridatemagrittrmapsmarkdownMASSMatrixmemoisemetRmimemodEvAopenssloperator.toolsparameterspbapplyperformancepillarpkgconfigplyrpngpolyclipproxypurrrR.methodsS3R.ooR.utilsR6rangeBuilderRColorBrewerRcppRcppEigenrlangrnaturalearths2S7scalessfsgeostatspspamspatstat.dataspatstat.geomspatstat.randomspatstat.univarspatstat.utilssplancsstringistringrsysterratibbletidyselecttimechangeunitsutf8vctrsviridisLitewithrwkxfunxml2

Introduction to voluModel

Rendered froma_Introduction.Rmdusingknitr::rmarkdownon May 23 2026.

Last update: 2025-07-18
Started: 2022-03-15

Processing Raster Data

Rendered fromb_RasterProcessing.Rmdusingknitr::rmarkdownon May 23 2026.

Last update: 2025-07-18
Started: 2022-03-15

Environmental Data Sampling

Rendered fromc_DataSampling.Rmdusingknitr::rmarkdownon May 23 2026.

Last update: 2025-07-18
Started: 2022-03-15

Visualization Tools

Rendered fromd_Visualization.Rmdusingknitr::rmarkdownon May 23 2026.

Last update: 2025-07-18
Started: 2022-03-15

3D Niche Modeling with the GLM Algorithm

Rendered frome_GLMWorkflow.Rmdusingknitr::rmarkdownon May 23 2026.

Last update: 2025-07-18
Started: 2022-03-15