RFplus: Progressive Bias Correction of Satellite Environmental Data
Implements a bias correction method that combines Random Forest models with Quantile Mapping to improve the accuracy of satellite-derived environmental datasets. The model corrects biases in meteorological variables, such as precipitation and temperature, by integrating in situ measurements and a Digital Elevation Model (DEM).
| Version: | 1.2-2 |
| Depends: | R (≥ 4.4.0) |
| Imports: | terra, randomForest, data.table, dplyr, pbapply, qmap |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-02-04 |
| DOI: | 10.32614/CRAN.package.RFplus |
| Author: | Jonnathan Augusto Landi Bermeo
 [aut, cre,
cph] |
| Maintainer: | Jonnathan Augusto Landi Bermeo <jonnathan.landi at outlook.com> |
| BugReports: | https://github.com/Jonnathan-Landi/RFplus/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/Jonnathan-Landi/RFplus |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | RFplus results |
Documentation:
| Reference manual: | RFplus.pdf |
| Vignettes: |
Progressive Bias Correction of Satellite Environmental Data using RFplus (source, R code) |
Downloads:
| Package source: | RFplus_1.2-2.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): RFplus_1.2-2.tgz, r-oldrel (arm64): not available, r-release (x86_64): RFplus_1.2-2.tgz, r-oldrel (x86_64): not available |
Linking:
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