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DESCRIPTION
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Package: landmap
Title: Automated Spatial Interpolation and/or Prediction using Ensemble Machine Learning
Version: 0.0.3
Authors@R: person("Tomislav", "Hengl", email = "[email protected]", role = c("aut", "cre"))
Description: 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 produced by the OpenGeoHub.org foundation and collaborators. Some functions have been migrated and adopted from the GSIF
(Global Soil Information Facilities) package.
Depends: R (>= 3.5.0)
License: GPL-2 | MIT + file LICENSE
Encoding: UTF-8
LazyData: true
URL: https://github.com/envirometrix/landmap/
BugReports: https://github.com/envirometrix/landmap/issues/
Imports:
parallel,
fossil,
geoR,
matrixStats,
ranger,
nnet,
glmnet,
spatstat,
maptools,
maxlike,
mda,
mlr,
parallelMap,
sp,
xgboost,
kernlab,
rgdal,
raster,
psych
Suggests: rjson, RCurl, soiltexture, caret, snowfall, plotKML
RoxygenNote: 7.1.0
SystemRequirements: C++11, GDAL (>= 2.0.1), GEOS (>= 3.4.0),
PROJ (>= 4.8.0)