Modern model-based geostatistics for point-referenced data. This package provides a simple interface to run spatial machine learning models and geostatistical models that estimate a continuous (raster) surface from point-referenced outcomes and, optionally, a set of raster covariates. The package also includes functions to summarize raster outcomes by (polygon) region while preserving uncertainty.
Version: | 1.0.0 |
Depends: | R (≥ 4.1.0) |
Imports: | assertthat, caret, data.table, glue, Matrix, matrixStats, purrr, R6, sf, terra, tictoc |
Suggests: | INLA, knitr, rmarkdown, ggplot2, scales |
Published: | 2025-04-02 |
DOI: | 10.32614/CRAN.package.mbg |
Author: | Nathaniel Henry |
Maintainer: | Nathaniel Henry <nat at henryspatialanalysis.com> |
BugReports: | https://github.com/henryspatialanalysis/mbg/issues |
License: | MIT + file LICENSE |
URL: | https://henryspatialanalysis.github.io/mbg/ |
NeedsCompilation: | no |
Additional_repositories: | https://inla.r-inla-download.org/R/stable/ |
Materials: | README |
CRAN checks: | mbg results |
Reference manual: | mbg.pdf |
Vignettes: |
All model runner options (source) Getting started with MBG (source) Model validation and comparison (source) Running spatial machine learning models (source) |
Package source: | mbg_1.0.0.tar.gz |
Windows binaries: | r-devel: mbg_1.0.0.zip, r-release: not available, r-oldrel: not available |
macOS binaries: | r-devel (arm64): not available, r-release (arm64): not available, r-oldrel (arm64): not available, r-devel (x86_64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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