mbg: Model-Based Geostatistics (original) (raw)
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: | 1.1.0 |
|---|---|
| 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: | 2025-04-26 |
| DOI: | 10.32614/CRAN.package.mbg |
| Author: | Nathaniel Henry  [aut, cre], Benjamin Mayala [aut] |
| Maintainer: | Nathaniel Henry |
| BugReports: | https://github.com/henryspatialanalysis/mbg/issues |
| License: | MIT + file |
| URL: | https://henryspatialanalysis.github.io/mbg/ |
| NeedsCompilation: | no |
| Additional_repositories: | https://inla.r-inla-download.org/R/stable/ |
| Materials: | README |
| In views: | Spatial |
| CRAN checks: | mbg results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=mbgto link to this page.