gstat: Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation

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.

Author
Edzer Pebesma [aut, cre], Benedikt Graeler [aut]
Date of publication
2016-03-31 17:39:08
Maintainer
Edzer Pebesma <edzer.pebesma@uni-muenster.de>
License
GPL (>= 2.0)
Version
1.1-3
URLs

View on CRAN

Man pages

coalash
Coal ash samples from a mine in Pennsylvania
DE_RB_2005
Spatio-temporal data set with rural background PM10...
estiStAni
Estimation of the spatio-temporal anisotropy
extractPar
Extracting parameters and their names from a spatio-temporal...
fit.lmc
Fit a Linear Model of Coregionalization to a Multivariable...
fit.StVariogram
Fit a spatio-temporal sample variogram to a sample variogram
fit.variogram
Fit a Variogram Model to a Sample Variogram
fit.variogram.gls
GLS fitting of variogram parameters
fit.variogram.reml
REML Fit Direct Variogram Partial Sills to Data
fulmar
Fulmaris glacialis data
get.contr
Calculate contrasts from multivariable predictions
gstat
Create gstat objects, or subset it
gstat-internal
Gstat Internal Functions
hscat
Produce h-scatterplot
image
Image Gridded Coordinates in Data Frame
jura
Jura data set
krige
Simple, Ordinary or Universal, global or local, Point or...
krige.cv
(co)kriging cross validation, n-fold or leave-one-out
krigeST
Ordinary global Spatio-Temporal Kriging
krigeTg
TransGaussian kriging using Box-Cox transforms
map.to.lev
rearrange data frame for plotting with levelplot
meuse.all
Meuse river data set - original, full data set
meuse.alt
Meuse river altitude data set
ncp.grid
Grid for the NCP, the Dutch part of the North Sea
ossfim
Kriging standard errors as function of grid spacing and block...
oxford
Oxford soil samples
pcb
PCB138 measurements in sediment at the NCP, the Dutch part of...
plot.gstatVariogram
Plot a sample variogram, and possibly a fitted model
plot.pointPairs
Plot a point pairs, identified from a variogram cloud
plot.variogramCloud
Plot and Identify Data Pairs on Sample Variogram Cloud
predict.gstat
Multivariable Geostatistical Prediction and Simulation
progress
Get or set progress indicator
show.vgms
Plot Variogram Model Functions
sic2004
Spatial Interpolation Comparison 2004 data set: Natural...
sic97
Spatial Interpolation Comparison 1997 data set: Swiss...
spplot.vcov
Plot map matrix of prediction error variances and covariances
tull
Südliche Tullnerfeld data set
variogram
Calculate Sample or Residual Variogram or Variogram Cloud
variogramLine
Semivariance Values For a Given Variogram Model
variogramST
Calculate Spatio-Temporal Sample Variogram
variogramSurface
Semivariance values for a given spatio-temporal variogram...
vgm
Generate, or Add to Variogram Model
vgmArea
point-point, point-area or area-area semivariance
vgm.panel
panel functions for most of the variogram plots through...
vgmST
Constructing a spatio-temporal variogram
vv
Precomputed variogram for PM10 in data set air
walker
Walker Lake sample and exhaustive data sets
wind
Ireland wind data, 1961-1978

Files in this package

gstat
gstat/inst
gstat/inst/CITATION
gstat/inst/NEWS.Rd
gstat/inst/doc
gstat/inst/doc/gstat.pdf
gstat/inst/doc/st.Rnw
gstat/inst/doc/gstat.R
gstat/inst/doc/spatio-temporal-kriging.Rnw
gstat/inst/doc/prs.Rnw
gstat/inst/doc/spatio-temporal-kriging.bib
gstat/inst/doc/gstat.Rnw
gstat/inst/doc/st.R
gstat/inst/doc/spatio-temporal-kriging.pdf
gstat/inst/doc/prs.R
gstat/inst/doc/prs.pdf
gstat/inst/doc/st.pdf
gstat/inst/external
gstat/inst/external/ncp.dbf
gstat/inst/external/oxford.jpg
gstat/inst/external/ncp.shx
gstat/inst/external/cluster.txt
gstat/inst/external/ncp.shp
gstat/tests
gstat/tests/covtable.Rout.save
gstat/tests/vdist.Rout.save
gstat/tests/cv.R
gstat/tests/na.action.R
gstat/tests/krige0.R
gstat/tests/blockkr.Rout.save
gstat/tests/variogram.Rout.save
gstat/tests/allier.Rout.save
gstat/tests/variogram.R
gstat/tests/sim.Rout.save
gstat/tests/rings.Rout.save
gstat/tests/fit.R
gstat/tests/vdist.R
gstat/tests/unproj.R
gstat/tests/allier.R
gstat/tests/blockkr.R
gstat/tests/cv3d.Rout.save
gstat/tests/covtable.R
gstat/tests/sim.R
gstat/tests/line.Rout.save
gstat/tests/cv.Rout.save
gstat/tests/merge.R
gstat/tests/na.action.Rout.save
gstat/tests/rings.R
gstat/tests/cv3d.R
gstat/tests/unproj.Rout.save
gstat/tests/krige0.Rout.save
gstat/tests/windst.R
gstat/tests/line.R
gstat/tests/fit.Rout.save
gstat/tests/merge.Rout.save
gstat/tests/windst.Rout.save
gstat/src
gstat/src/Makevars
gstat/src/direct.h
gstat/src/getest.c
gstat/src/nsearch.h
gstat/src/msim.h
gstat/src/sem.c
gstat/src/reml.c
gstat/src/utils.c
gstat/src/getest.h
gstat/src/gcdist.c
gstat/src/gls.c
gstat/src/nsearch.c
gstat/src/gcdist.h
gstat/src/sim.c
gstat/src/msim.c
gstat/src/select.c
gstat/src/glvars.c
gstat/src/reml.h
gstat/src/glvars.h
gstat/src/vario.h
gstat/src/s.c
gstat/src/lm.c
gstat/src/vario_fn.h
gstat/src/gls.h
gstat/src/mtrx.c
gstat/src/utils.h
gstat/src/sem.h
gstat/src/block.c
gstat/src/userio.h
gstat/src/pqueue.c
gstat/src/data.c
gstat/src/vario_io.c
gstat/src/userio.c
gstat/src/sim.h
gstat/src/s.h
gstat/src/debug.h
gstat/src/data.h
gstat/src/mapio.c
gstat/src/vario_io.h
gstat/src/vario_fn.c
gstat/src/mtrx.h
gstat/src/vario.c
gstat/src/direct.c
gstat/src/defaults.h
gstat/src/select.h
gstat/src/defs.h
gstat/src/mapio.h
gstat/src/fit.c
gstat/src/fit.h
gstat/src/block.h
gstat/src/pqueue.h
gstat/src/lm.h
gstat/NAMESPACE
gstat/demo
gstat/demo/lhs.R
gstat/demo/localKrigeST.R
gstat/demo/cosimulation.R
gstat/demo/grass.R
gstat/demo/gstat3D.R
gstat/demo/a2p.R
gstat/demo/ikr.R
gstat/demo/depend.R
gstat/demo/cc.R
gstat/demo/fulmar.R
gstat/demo/block.R
gstat/demo/krige.R
gstat/demo/snow.R
gstat/demo/uisim.R
gstat/demo/stkrige-prediction.R
gstat/demo/sic2004.R
gstat/demo/pcb.R
gstat/demo/blue.R
gstat/demo/zonal.R
gstat/demo/weight.R
gstat/demo/00Index
gstat/demo/comp_geoR.R
gstat/demo/rep.R
gstat/demo/wind.R
gstat/demo/cokriging.R
gstat/demo/examples.R
gstat/demo/ugsim.R
gstat/demo/line.R
gstat/demo/stkrige-crossvalidation.R
gstat/demo/lnsim.R
gstat/demo/stkrige.R
gstat/data
gstat/data/tull.rda
gstat/data/DE_RB_2005.rda
gstat/data/sic97.rda
gstat/data/wind.rda
gstat/data/meuse.all.rda
gstat/data/fulmar.rda
gstat/data/pcb.rda
gstat/data/sic2004.rda
gstat/data/jura.rda
gstat/data/walker.rda
gstat/data/ncp.grid.rda
gstat/data/oxford.rda
gstat/data/vv.rda
gstat/data/coalash.rda
gstat/data/meuse.alt.rda
gstat/R
gstat/R/krige.cv.R
gstat/R/vgm.R
gstat/R/gstat.R
gstat/R/gstatOptions.R
gstat/R/variogram.default.R
gstat/R/krige0.R
gstat/R/hscat.R
gstat/R/gstat.cv.R
gstat/R/print.variogramModel.R
gstat/R/krige.R
gstat/R/ossfim.R
gstat/R/fit.variogram.R
gstat/R/gstat.formula.predict.R
gstat/R/plot.pointPairs.R
gstat/R/print.gstat.R
gstat/R/variogramLine.R
gstat/R/print.variogramCloud.R
gstat/R/stVariogramModels.R
gstat/R/gstat.formula.R
gstat/R/variogramST.R
gstat/R/krigeTg.R
gstat/R/gstat.debug.R
gstat/R/fit.variogram.reml.R
gstat/R/print.variogram.R
gstat/R/smenu.R
gstat/R/xyz2img.R
gstat/R/get.contr.R
gstat/R/load.variogram.model.R
gstat/R/vgm.panel.R
gstat/R/variogram.gstat.R
gstat/R/plot.gstatVariogram.R
gstat/R/set.R
gstat/R/show.vgms.R
gstat/R/map.to.lev.R
gstat/R/predict.gstat.R
gstat/R/spplot.R
gstat/R/plot.variogramCloud.R
gstat/R/zzz.R
gstat/R/fit.lmc.R
gstat/R/variogram.formula.R
gstat/R/image.data.frame.R
gstat/R/panel.pointPairs.R
gstat/R/fit.variogram.gls.R
gstat/vignettes
gstat/vignettes/figures
gstat/vignettes/figures/allVgmsDiffWireframe.png
gstat/vignettes/figures/allVgmsWireframe.png
gstat/vignettes/figures/singleStationTimeSeries.png
gstat/vignettes/figures/pred_daily_means_PM10.png
gstat/vignettes/figures/vgmVsMetricDist.png
gstat/vignettes/figures/diffs_daily_means_PM10.png
gstat/vignettes/figures/daily_means_PM10.png
gstat/vignettes/st.Rnw
gstat/vignettes/spatio-temporal-kriging.Rnw
gstat/vignettes/prs.Rnw
gstat/vignettes/spatio-temporal-kriging.bib
gstat/vignettes/gstat.Rnw
gstat/vignettes/.install_extras
gstat/vignettes/ifgi-logo_int.pdf
gstat/vignettes/prs.Rout.save
gstat/vignettes/gstat.Rout.save
gstat/MD5
gstat/build
gstat/build/vignette.rds
gstat/DESCRIPTION
gstat/man
gstat/man/plot.pointPairs.Rd
gstat/man/pcb.Rd
gstat/man/progress.Rd
gstat/man/variogramSurface.Rd
gstat/man/variogramLine.Rd
gstat/man/meuse.alt.Rd
gstat/man/krige.cv.Rd
gstat/man/hscat.Rd
gstat/man/vgmST.Rd
gstat/man/predict.gstat.Rd
gstat/man/get.contr.Rd
gstat/man/sic97.Rd
gstat/man/vgm.Rd
gstat/man/coalash.Rd
gstat/man/walker.Rd
gstat/man/ossfim.Rd
gstat/man/map.to.lev.Rd
gstat/man/show.vgms.Rd
gstat/man/sic2004.Rd
gstat/man/fit.variogram.Rd
gstat/man/jura.Rd
gstat/man/vv.Rd
gstat/man/vgmArea.Rd
gstat/man/gstat-internal.Rd
gstat/man/krigeST.Rd
gstat/man/gstat.Rd
gstat/man/tull.Rd
gstat/man/estiStAni.Rd
gstat/man/fulmar.Rd
gstat/man/oxford.Rd
gstat/man/vgm.panel.Rd
gstat/man/variogram.Rd
gstat/man/fit.variogram.reml.Rd
gstat/man/image.Rd
gstat/man/plot.gstatVariogram.Rd
gstat/man/fit.StVariogram.Rd
gstat/man/krigeTg.Rd
gstat/man/meuse.all.Rd
gstat/man/extractPar.Rd
gstat/man/DE_RB_2005.Rd
gstat/man/plot.variogramCloud.Rd
gstat/man/spplot.vcov.Rd
gstat/man/variogramST.Rd
gstat/man/wind.Rd
gstat/man/fit.lmc.Rd
gstat/man/krige.Rd
gstat/man/fit.variogram.gls.Rd
gstat/man/ncp.grid.Rd
gstat/cleanup
gstat/CHANGES