Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation

Documentation for package ‘gstat’ version 2.1-1

Help Pages

-- A --

as.data.frame.variogramCloud	Calculate Sample or Residual Variogram or Variogram Cloud
as.vgm.variomodel	Generate, or Add to Variogram Model

-- C --

Chlorid92	Südliche Tullnerfeld data set
coalash	Coal ash samples from a mine in Pennsylvania

-- D --

demstd	Spatial Interpolation Comparison 1997 data set: Swiss Rainfall
DE_RB_2005	Spatio-temporal data set with rural background PM10 concentrations in Germany 2005

-- E --

estiStAni	Estimation of the spatio-temporal anisotropy
extractPar	Extracting parameters and their names from a spatio-temporal variogram model
extractParNames	Extracting parameters and their names from a spatio-temporal variogram model

-- F --

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

-- G --

get.contr	Calculate contrasts from multivariable predictions
getGammas	Semivariance Values For a Given Variogram Model
get_gstat_progress	Get or set progress indicator
gstat	Create gstat objects, or subset it
gstat.cv	(co)kriging cross validation, n-fold or leave-one-out

-- H --

Produce h-scatterplot

-- I --

idw	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
idw-method	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
idw-methods	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
idw.locations	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
idw.spatial	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
idw0	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
image	Image Gridded Coordinates in Data Frame
image.data.frame	Image Gridded Coordinates in Data Frame

-- J --

-- K --

krige	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
krige-method	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
krige-method	Ordinary global Spatio-Temporal Kriging
krige-methods	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
krige.cv-method	(co)kriging cross validation, n-fold or leave-one-out
krige.cv.locations	(co)kriging cross validation, n-fold or leave-one-out
krige.cv.spatial	(co)kriging cross validation, n-fold or leave-one-out
krige.locations	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
krige.spatial	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
krige0	Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
krigeSimCE	Simulation based on circulant embedding
krigeST	Ordinary global Spatio-Temporal Kriging
krigeSTSimTB	conditional/unconditional spatio-temporal simulation
krigeSTTg	Ordinary global Spatio-Temporal Kriging
krigeTg	TransGaussian kriging using Box-Cox transforms

-- M --

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

-- N --

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

-- O --

ossfim	Kriging standard errors as function of grid spacing and block size
oxford	Oxford soil samples

-- P --

panel.pointPairs	panel functions for most of the variogram plots through lattice
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
plot.pointPairs	Plot a point pairs, identified from a variogram cloud
plot.StVariogram	Plot a sample variogram, and possibly a fitted model
plot.variogramCloud	Plot and Identify Data Pairs on Sample Variogram Cloud
plot.variogramMap	Plot a sample variogram, and possibly a fitted model
plot.variogramModel	Generate, or Add to Variogram Model
predict	Multivariable Geostatistical Prediction and Simulation
predict.gstat	Multivariable Geostatistical Prediction and Simulation
prediction.dat	Jura data set
print.gstat	Create gstat objects, or subset it
print.gstatVariogram	Calculate Sample or Residual Variogram or Variogram Cloud
print.variogramCloud	Calculate Sample or Residual Variogram or Variogram Cloud
print.variogramModel	Generate, or Add to Variogram Model

-- S --

set_gstat_progress	Get or set progress indicator
show.vgms	Plot Variogram Model Functions
sic.grid	Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
sic.pred	Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
sic.test	Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
sic.train	Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
sic.val	Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
sic2004	Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
sic_full	Spatial Interpolation Comparison 1997 data set: Swiss Rainfall
sic_obs	Spatial Interpolation Comparison 1997 data set: Swiss Rainfall
spplot.vcov	Plot map matrix of prediction error variances and covariances

-- T --

transect.dat	Jura data set
tull	Südliche Tullnerfeld data set
tull36	Südliche Tullnerfeld data set
TULLNREG	Südliche Tullnerfeld data set

-- V --

validation.dat	Jura data set
variogram	Calculate Sample or Residual Variogram or Variogram Cloud
variogram.default	Calculate Sample or Residual Variogram or Variogram Cloud
variogram.formula	Calculate Sample or Residual Variogram or Variogram Cloud
variogram.gstat	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 model
vgm	Generate, or Add to Variogram Model
vgm.panel.xyplot	panel functions for most of the variogram plots through lattice
vgmArea	point-point, point-area or area-area semivariance
vgmAreaST	Function that returns the covariances for areas
vgmST	Constructing a spatio-temporal variogram
vv	Precomputed variogram for PM10 in data set air

-- W --

walker	Walker Lake sample and exhaustive data sets
walker.exh	Walker Lake sample and exhaustive data sets
wind	Ireland wind data, 1961-1978
wind.loc	Ireland wind data, 1961-1978

-- X --

Image Gridded Coordinates in Data Frame

-- misc --

Create gstat objects, or subset it