GSIF: Global Soil Information Facilities

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Global Soil Information Facilities - tools (standards and functions) and sample datasets for global soil mapping.

Author
Tomislav Hengl [cre, aut], Bas Kempen [ctb], Gerard Heuvelink [ctb], Brendan Malone [ctb]
Date of publication
2016-07-22 18:49:34
Maintainer
Tomislav Hengl <tom.hengl@isric.org>
License
GPL
Version
0.5-3
URLs

View on CRAN

Man pages

afsp
Africa Soil Profiles Database
as.data.frame
Converts an object of class '"SoilProfileCollection"' to a...
as.geosamples
Converts an object to geosamples class
autopredict
Autopredict numeric or factor type variables
AWCPTF
Available soil water capacity
buffer.dist
Derive buffer distances to a set of points
cookfarm
The Cook Agronomy Farm data set
edgeroi
The Edgeroi Data Set
ERDICM
Effective Rooting Zone depth
extract
Extracts values at points from a list of files
FAO.SoilProfileCollection
A class for FAO SoilProfileCollection
fit.gstatModel
Methods to fit a regression-kriging model
fit.regModel
Fits a regression model to spatial data
fit.vgmModel
Fits a 2D or 3D variogram model to spatial data
geochm
NGS database samples for Indiana State
geosamples
A class for spatially and temporally referenced samples
getID
Derive 1 degree cell IDs
getSpatialTiles
Get a list of tiles (regular blocks)
GlobalSoilMap
A class for GlobalSoilMap soil property maps
GSIF.env
GSIF specific environmental variables / paths
gstatModel
A class for a geostatistical model
isis
ISRIC Soil Information System
landmask
Global coarse resolution land / soil mask maps
LRI
Limiting Rootability
make.3Dgrid
Methods to prepare 3D prediction locations
makeGstatCmd
Make a gstat command script
MaxEnt
Prediction and cross-validation using the Maximum Entropy
merge
Merge multiple predictions
mpspline
Fits a mass preserving spline
OCSKGM
Soil organic carbon stock
predict.gstatModel
Predict from an object of class '"gstatModel"'
REST.SoilGrids
A class for SoilGrids REST API
sample.grid
sample spatial points by grids
soil.classes
Soil classification tables
SoilGrids
A class for SoilGrids - soil property and/or class maps
SoilGrid.validator
Validate SoilGrid (spatial predictions)
soil.legends
Standard color palettes for soil properties and classes
SpatialComponents
A class for gridded components derived using the 'spc' method
SpatialMemberships
A class for membership maps derived using the 'fkmeans'...
spc
Derive Spatial Predictive Components
spfkm
Supervised fuzzy _k_-means on spatial pixels
spline.krige
Kriging combined with splines
spmultinom
Multinomial logistic regression on spatial objects
spsample.prob
Estimate occurrence probabilities of a sampling plan (points)
summary
Summarize an object of class '"SpatialPredictions"'
test.gstatModel
Methods to test predictability of a regression-kriging model
tile
Tiles (subsets or clips) a spatial object to regular blocks
USDA.TT.im
Probability density for texture triangle
warp
(GDAL) warp function from FWTools
WPS
A class for a Web Processing Service

Files in this package

GSIF
GSIF/inst
GSIF/inst/USDA.csv
GSIF/inst/WRB.csv
GSIF/NAMESPACE
GSIF/demo
GSIF/demo/cookfarm_3DT_kriging.R
GSIF/demo/cookfarm_3DT_RF.R
GSIF/demo/00Index
GSIF/data
GSIF/data/soil.vars.rda
GSIF/data/munsell.rda
GSIF/data/landmask.rda
GSIF/data/isis.rda
GSIF/data/edgeroi.rda
GSIF/data/geochm.rda
GSIF/data/soil.classes.rda
GSIF/data/soil.legends.rda
GSIF/data/soil.dom.rda
GSIF/data/datalist
GSIF/data/afsp.rda
GSIF/data/cookfarm.rda
GSIF/data/USDA.TT.im.rda
GSIF/data/landmask20km.rda
GSIF/R
GSIF/R/fit.vgmModel.R
GSIF/R/buffer.dist.R
GSIF/R/LRI.R
GSIF/R/tile.R
GSIF/R/gstat.R
GSIF/R/spsample.prob.R
GSIF/R/SoilGrid.validator.R
GSIF/R/spc.R
GSIF/R/mpspline.R
GSIF/R/AWCPTF.R
GSIF/R/make.3Dgrid.R
GSIF/R/sample.grid.R
GSIF/R/SAGA.R
GSIF/R/test.gstatModel.R
GSIF/R/warp.R
GSIF/R/fit.regModel.R
GSIF/R/spmultinom.R
GSIF/R/autopredict.R
GSIF/R/fit.gstatModel.R
GSIF/R/RESTSoilGrids.R
GSIF/R/as.data.frame.R
GSIF/R/ZZZ.R
GSIF/R/OCSKGM.R
GSIF/R/extract.list.R
GSIF/R/TT2tri.R
GSIF/R/summary.R
GSIF/R/AAAA.R
GSIF/R/WPSworldgrids.R
GSIF/R/merge.R
GSIF/R/fkmeans.R
GSIF/R/getID.R
GSIF/R/MaxEnt.R
GSIF/R/validate.R
GSIF/R/as.geosamples.R
GSIF/R/spline.krige.R
GSIF/R/predict.gstatModel.R
GSIF/MD5
GSIF/DESCRIPTION
GSIF/man
GSIF/man/WPS.Rd
GSIF/man/fit.regModel.Rd
GSIF/man/fit.vgmModel.Rd
GSIF/man/make.3Dgrid.Rd
GSIF/man/MaxEnt.Rd
GSIF/man/mpspline.Rd
GSIF/man/USDA.TT.im.Rd
GSIF/man/ERDICM.Rd
GSIF/man/as.data.frame.Rd
GSIF/man/geosamples.Rd
GSIF/man/buffer.dist.Rd
GSIF/man/geochm.Rd
GSIF/man/soil.legends.Rd
GSIF/man/FAO.SoilProfileCollection.Rd
GSIF/man/tile.Rd
GSIF/man/autopredict.Rd
GSIF/man/GSIF.env.Rd
GSIF/man/as.geosamples.Rd
GSIF/man/GlobalSoilMap.Rd
GSIF/man/merge.Rd
GSIF/man/LRI.Rd
GSIF/man/edgeroi.Rd
GSIF/man/SpatialComponents.Rd
GSIF/man/makeGstatCmd.Rd
GSIF/man/cookfarm.Rd
GSIF/man/spsample.prob.Rd
GSIF/man/fit.gstatModel.Rd
GSIF/man/spline.krige.Rd
GSIF/man/isis.Rd
GSIF/man/spmultinom.Rd
GSIF/man/REST.SoilGrids.Rd
GSIF/man/getID.Rd
GSIF/man/OCSKGM.Rd
GSIF/man/SoilGrid.validator.Rd
GSIF/man/AWCPTF.Rd
GSIF/man/gstatModel.Rd
GSIF/man/test.gstatModel.Rd
GSIF/man/spfkm.Rd
GSIF/man/predict.gstatModel.Rd
GSIF/man/landmask.Rd
GSIF/man/SoilGrids.Rd
GSIF/man/getSpatialTiles.Rd
GSIF/man/warp.Rd
GSIF/man/spc.Rd
GSIF/man/SpatialMemberships.Rd
GSIF/man/extract.Rd
GSIF/man/afsp.Rd
GSIF/man/sample.grid.Rd
GSIF/man/summary.Rd
GSIF/man/soil.classes.Rd