Learn R Programming
⚠️There's a newer version (2.1-3) of this package.Take me there.

gstat (version 1.1-5)

Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation

Description

Variogram modelling; simple, ordinary and universal point or block (co)kriging; spatio-temporal kriging; sequential Gaussian or indicator (co)simulation; variogram and variogram map plotting utility functions.

Copy Link

Version

Install

install.packages('gstat')

Monthly Downloads

19,911

Version

1.1-5

License

GPL (>= 2.0)

Issues

49

Pull Requests

2

Stars

197

Forks

50

Maintainer

Edzer Pebesma

Last Published

March 12th, 2017

Functions in gstat (1.1-5)

fit.variogram

Fit a Variogram Model to a Sample Variogram
fit.variogram.gls

GLS fitting of variogram parameters
fit.StVariogram

Fit a spatio-temporal sample variogram to a sample variogram
fit.lmc

Fit a Linear Model of Coregionalization to a Multivariable Sample Variogram
fit.variogram.reml

REML Fit Direct Variogram Partial Sills to Data
fulmar

Fulmaris glacialis data
estiStAni

Estimation of the spatio-temporal anisotropy
extractPar

Extracting parameters and their names from a spatio-temporal variogram model
DE_RB_2005

Spatio-temporal data set with rural background PM10 concentrations in Germany 2005
coalash

Coal ash samples from a mine in Pennsylvania
krige

Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
krige.cv

(co)kriging cross validation, n-fold or leave-one-out
image

Image Gridded Coordinates in Data Frame
jura

Jura data set
map.to.lev

rearrange data frame for plotting with levelplot
meuse.all

Meuse river data set -- original, full data set
ossfim

Kriging standard errors as function of grid spacing and block size
oxford

Oxford soil samples
predict

Multivariable Geostatistical Prediction and Simulation
krigeST

Ordinary global Spatio-Temporal Kriging
krigeTg

TransGaussian kriging using Box-Cox transforms
plot.pointPairs

Plot a point pairs, identified from a variogram cloud
plot.variogramCloud

Plot and Identify Data Pairs on Sample Variogram Cloud
tull

S<U+00FC>dliche Tullnerfeld data set
variogram

Calculate Sample or Residual Variogram or Variogram Cloud
vgmST

Constructing a spatio-temporal variogram
vv

Precomputed variogram for PM10 in data set air
get.contr

Calculate contrasts from multivariable predictions
gstat-internal

Gstat Internal Functions
meuse.alt

Meuse river altitude data set
ncp.grid

Grid for the NCP, the Dutch part of the North Sea
variogramLine

Semivariance Values For a Given Variogram Model
variogramST

Calculate Spatio-Temporal Sample Variogram
variogramSurface

Semivariance values for a given spatio-temporal variogram model
vgm

Generate, or Add to Variogram Model
show.vgms

Plot Variogram Model Functions
sic2004

Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
vgm.panel.xyplot

panel functions for most of the variogram plots through lattice
vgmArea

point-point, point-area or area-area semivariance
gstat

Create gstat objects, or subset it
hscat

Produce h-scatterplot
pcb

PCB138 measurements in sediment at the NCP, the Dutch part of the North Sea
plot.gstatVariogram

Plot a sample variogram, and possibly a fitted model
progress

Get or set progress indicator
walker

Walker Lake sample and exhaustive data sets
wind

Ireland wind data, 1961-1978
sic97

Spatial Interpolation Comparison 1997 data set: Swiss Rainfall
spplot.vcov

Plot map matrix of prediction error variances and covariances