multiScaleR: Methods for Optimizing Scales of Effect

A tool for optimizing scales of effect when modeling ecological processes in space. Specifically, the scale parameter of a distance-weighted kernel distribution is identified for all environmental layers included in the model. Includes functions to assist in model selection, model evaluation, efficient transformation of raster surfaces using fast Fourier transformation, and projecting models. For more details see Peterman (2025) <doi:10.21203/rs.3.rs-7246115/v1>.

Version:	0.4.5
Depends:	R (≥ 4.3), terra, sf
Imports:	Rcpp, Matrix, cowplot, dplyr, fields, ggplot2, insight, stats, utils, unmarked, exactextractr, crayon, parallel, optimParallel, AICcmodavg, methods, pscl
LinkingTo:	Rcpp, RcppArmadillo
Suggests:	knitr, rmarkdown
Published:	2025-09-02
Author:	Bill Peterman [aut, cre]
Maintainer:	Bill Peterman <Peterman.73 at osu.edu>
BugReports:	https://github.com/wpeterman/multiScaleR/issues
License:	GPL-3
URL:	https://github.com/wpeterman/multiScaleR
NeedsCompilation:	yes
Materials:	README, NEWS
CRAN checks:	multiScaleR results

Documentation:

Reference manual:	multiScaleR.html , multiScaleR.pdf
Vignettes:	multiScaleR User Guide (source, R code)

Downloads:

Package source:	multiScaleR_0.4.5.tar.gz
Windows binaries:	r-devel: not available, r-release: multiScaleR_0.4.5.zip, r-oldrel: not available
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): multiScaleR_0.4.5.tgz, r-oldrel (x86_64): multiScaleR_0.4.5.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=multiScaleR to link to this page.