gstat v2.0-4


Monthly downloads



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; supports sf and stars.

Functions in gstat

Name Description
fit.variogram.gls GLS fitting of variogram parameters
coalash Coal ash samples from a mine in Pennsylvania
image Image Gridded Coordinates in Data Frame
krigeST Ordinary global Spatio-Temporal Kriging
gstat-internal Gstat Internal Functions
gstat Create gstat objects, or subset it
get.contr Calculate contrasts from multivariable predictions
krige Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
jura Jura data set
krigeSTSimTB conditional/unconditional spatio-temporal simulation
hscat Produce h-scatterplot
krigeSimCE Simulation based on circulant embedding
pcb PCB138 measurements in sediment at the NCP, the Dutch part of the North Sea rearrange data frame for plotting with levelplot (co)kriging cross validation, n-fold or leave-one-out
ossfim Kriging standard errors as function of grid spacing and block size
vgm Generate, or Add to Variogram Model
spplot.vcov Plot map matrix of prediction error variances and covariances
wind Ireland wind data, 1961-1978
sic97 Spatial Interpolation Comparison 1997 data set: Swiss Rainfall
variogramSurface Semivariance values for a given spatio-temporal variogram model
meuse.all Meuse river data set -- original, full data set
krigeTg TransGaussian kriging using Box-Cox transforms
tull S<U+00FC>dliche Tullnerfeld data set
variogram Calculate Sample or Residual Variogram or Variogram Cloud
vgm.panel.xyplot panel functions for most of the variogram plots through lattice
meuse.alt Meuse river altitude data set
vgmST Constructing a spatio-temporal variogram
vgmAreaST Function that returns the covariances for areas
progress Get or set progress indicator
ncp.grid Grid for the NCP, the Dutch part of the North Sea
predict Multivariable Geostatistical Prediction and Simulation
oxford Oxford soil samples
plot.gstatVariogram Plot a sample variogram, and possibly a fitted model
vgmArea point-point, point-area or area-area semivariance
plot.pointPairs Plot a point pairs, identified from a variogram cloud
show.vgms Plot Variogram Model Functions
plot.variogramCloud Plot and Identify Data Pairs on Sample Variogram Cloud
variogramLine Semivariance Values For a Given Variogram Model
variogramST Calculate Spatio-Temporal Sample Variogram
sic2004 Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
vv Precomputed variogram for PM10 in data set air
walker Walker Lake sample and exhaustive data sets
fit.variogram Fit a Variogram Model to a Sample Variogram
fit.lmc Fit a Linear Model of Coregionalization to a Multivariable Sample Variogram
DE_RB_2005 Spatio-temporal data set with rural background PM10 concentrations in Germany 2005
fit.StVariogram Fit a spatio-temporal sample variogram to a sample variogram
fulmar Fulmaris glacialis data
estiStAni Estimation of the spatio-temporal anisotropy
fit.variogram.reml REML Fit Direct Variogram Partial Sills to Data
extractPar Extracting parameters and their names from a spatio-temporal variogram model
No Results!

Vignettes of gstat

No Results!

Last month downloads


License GPL (>= 2.0)
Encoding UTF-8
NeedsCompilation yes
RoxygenNote 6.1.1
Packaged 2020-01-19 20:00:52 UTC; edzer
Repository CRAN
Date/Publication 2020-01-21 07:50:16 UTC

Include our badge in your README