Learn R Programming
⚠️There's a newer version (0.5-5.1) of this package.Take me there.

GSIF (version 0.5-3)

Global Soil Information Facilities

Description

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

Copy Link

Version

Install

install.packages('GSIF')

Monthly Downloads

81

Version

0.5-3

License

GPL

Maintainer

Tomislav Hengl

Last Published

July 22nd, 2016

Functions in GSIF (0.5-3)

cookfarm

The Cook Agronomy Farm data set
autopredict-methods

Autopredict numeric or factor type variables
as.data.frame

Converts an object of class "SoilProfileCollection" to a data frame
ERDICM

Effective Rooting Zone depth
as.geosamples

Converts an object to geosamples class
extract

Extracts values at points from a list of files
buffer.dist-methods

Derive buffer distances to a set of points
edgeroi

The Edgeroi Data Set
AWCPTF

Available soil water capacity
afsp

Africa Soil Profiles Database
GlobalSoilMap-class

A class for GlobalSoilMap soil property maps
fit.regModel-methods

Fits a regression model to spatial data
geochm

NGS database samples for Indiana State
FAO.SoilProfileCollection-class

A class for FAO SoilProfileCollection
fit.gstatModel-methods

Methods to fit a regression-kriging model
getID

Derive 1 degree cell IDs
getSpatialTiles

Get a list of tiles (regular blocks)
GSIF.env

GSIF specific environmental variables / paths
fit.vgmModel-methods

Fits a 2D or 3D variogram model to spatial data
geosamples-class

A class for spatially and temporally referenced samples
mpspline

Fits a mass preserving spline
gstatModel-class

A class for a geostatistical model
isis

ISRIC Soil Information System
makeGstatCmd

Make a gstat command script
LRI

Limiting Rootability
landmask

Global coarse resolution land / soil mask maps
OCSKGM

Soil organic carbon stock
make.3Dgrid

Methods to prepare 3D prediction locations
merge

Merge multiple predictions
MaxEnt

Prediction and cross-validation using the Maximum Entropy
SoilGrid.validator

Validate SoilGrid (spatial predictions)
SoilGrids-class

A class for SoilGrids --- soil property and/or class maps
sample.grid

sample spatial points by grids
SpatialComponents-class

A class for gridded components derived using the spc method
soil.classes

Soil classification tables
REST.SoilGrids-class

A class for SoilGrids REST API
SpatialMemberships-class

A class for membership maps derived using the fkmeans classification
soil.legends

Standard color palettes for soil properties and classes
predict.gstatModel-method

Predict from an object of class "gstatModel"
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-methods

Summarize an object of class "SpatialPredictions"
USDA.TT.im

Probability density for texture triangle
test.gstatModel-methods

Methods to test predictability of a regression-kriging model
tile

Tiles (subsets or clips) a spatial object to regular blocks
warp

(GDAL) warp function from FWTools
WPS-class

A class for a Web Processing Service