Functions and tools for spatial interpolation and/or prediction of environmental variables (points to grids) based on using Ensemble Machine Learning with geographical distances. Package also provides access to Global Environmental Layers (<https://www.OpenLandMap.org>) produced by the OpenGeoHub.org foundation and collaborators. Some functions have been migrated and adopted from the Global Soil Information Facilities package.
| Version: | 0.0.7 |
| Depends: | R (≥ 3.5.0) |
| Imports: | methods, utils, parallel, matrixStats, ranger, glmnet, mlr, parallelMap, sp, rgdal, gdalUtils, raster |
| Suggests: | geoR, ParamHelpers, mda, psych, spdep, fossil, xgboost, plyr, kernlab, nnet, rjson, spatstat, maptools, maxlike, RCurl, aqp, deepnet, RSAGA, soiltexture, snowfall, plotKML, boot |
| Published: | 2021-01-29 |
| Author: | Tomislav Hengl [aut, cre] |
| Maintainer: | Tomislav Hengl <tom.hengl at opengeohub.org> |
| BugReports: | https://github.com/envirometrix/landmap/issues/ |
| License: | GPL-3 |
| URL: | https://github.com/envirometrix/landmap/ |
| NeedsCompilation: | no |
| SystemRequirements: | C++11, GDAL (>= 2.0.1), GEOS (>= 3.4.0), PROJ (>= 4.8.0) |
| CRAN checks: | landmap results |
| Reference manual: | landmap.pdf |
| Package source: | landmap_0.0.7.tar.gz |
| Windows binaries: | r-devel: landmap_0.0.7.zip, r-release: landmap_0.0.7.zip, r-oldrel: landmap_0.0.7.zip |
| macOS binaries: | r-release: landmap_0.0.7.tgz, r-oldrel: landmap_0.0.7.tgz |
| Old sources: | landmap archive |
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