Parallel computing, multi-core CPU is used to efficiently compute and process multi-dimensional soil data.This package includes the parallelized Quantile Regression Forests algorithm for Digital Soil Mapping and is mainly dependent on the package 'quantregForest' and 'snowfall'. Detailed references to the R package and the web site are described in the methods, as detailed in the method documentation.
| Version: | 0.1 |
| Depends: | R (≥ 3.0.1), snowfall, raster |
| Imports: | methods, utils, caret, geoR, gstat, quantregForest, randomForest, rgdal, sp |
| Published: | 2020-11-04 |
| Author: | Xiaodong Song [aut], Gaoqiang Ge [aut, cre], Jun Zhu [aut], Ganlin Zhang [ctb] |
| Maintainer: | Gaoqiang Ge <gaoqiangge2020 at 163.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | ParallelDSM results |
| Reference manual: | ParallelDSM.pdf |
| Package source: | ParallelDSM_0.1.tar.gz |
| Windows binaries: | r-devel: ParallelDSM_0.1.zip, r-release: ParallelDSM_0.1.zip, r-oldrel: ParallelDSM_0.1.zip |
| macOS binaries: | r-release: ParallelDSM_0.1.tgz, r-oldrel: ParallelDSM_0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=ParallelDSM to link to this page.