GSIF: Global Soil Information Facilities

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

AuthorTomislav Hengl [cre, aut], Bas Kempen [ctb], Gerard Heuvelink [ctb], Brendan Malone [ctb]
Date of publication2016-07-22 18:49:34
MaintainerTomislav Hengl <tom.hengl@isric.org>
LicenseGPL
Version0.5-3
http://gsif.r-forge.r-project.org/

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

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