gstat v1.1-6

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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.

Functions in gstat

Name Description
krige Simple, Ordinary or Universal, global or local, Point or Block Kriging, or simulation.
map.to.lev rearrange data frame for plotting with levelplot
show.vgms Plot Variogram Model Functions
wind Ireland wind data, 1961-1978
plot.pointPairs Plot a point pairs, identified from a variogram cloud
pcb PCB138 measurements in sediment at the NCP, the Dutch part of the North Sea
meuse.all Meuse river data set -- original, full data set
variogramST Calculate Spatio-Temporal Sample Variogram
sic2004 Spatial Interpolation Comparison 2004 data set: Natural Ambient Radioactivity
meuse.alt Meuse river altitude data set
ncp.grid Grid for the NCP, the Dutch part of the North Sea
walker Walker Lake sample and exhaustive data sets
plot.gstatVariogram Plot a sample variogram, and possibly a fitted model
vgmArea point-point, point-area or area-area semivariance
predict Multivariable Geostatistical Prediction and Simulation
plot.variogramCloud Plot and Identify Data Pairs on Sample Variogram Cloud
vgm.panel.xyplot panel functions for most of the variogram plots through lattice
sic97 Spatial Interpolation Comparison 1997 data set: Swiss Rainfall
spplot.vcov Plot map matrix of prediction error variances and covariances
variogramLine Semivariance Values For a Given Variogram Model
krigeTg TransGaussian kriging using Box-Cox transforms
ossfim Kriging standard errors as function of grid spacing and block size
progress Get or set progress indicator
vv Precomputed variogram for PM10 in data set air
oxford Oxford soil samples
vgmST Constructing a spatio-temporal variogram
tull S<U+00FC>dliche Tullnerfeld data set
variogramSurface Semivariance values for a given spatio-temporal variogram model
variogram Calculate Sample or Residual Variogram or Variogram Cloud
vgm Generate, or Add to Variogram Model
estiStAni Estimation of the spatio-temporal anisotropy
fit.StVariogram Fit a spatio-temporal sample variogram to a sample variogram
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
get.contr Calculate contrasts from multivariable predictions
gstat-internal Gstat Internal Functions
krigeST Ordinary global Spatio-Temporal Kriging
fit.variogram.gls GLS fitting of variogram parameters
fit.variogram.reml REML Fit Direct Variogram Partial Sills to Data
fit.variogram Fit a Variogram Model to a Sample Variogram
coalash Coal ash samples from a mine in Pennsylvania
hscat Produce h-scatterplot
gstat Create gstat objects, or subset it
fulmar Fulmaris glacialis data
fit.lmc Fit a Linear Model of Coregionalization to a Multivariable Sample Variogram
jura Jura data set
image Image Gridded Coordinates in Data Frame
krige.cv (co)kriging cross validation, n-fold or leave-one-out
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Vignettes of gstat

Name
figures/allVgmsDiffWireframe.png
figures/allVgmsWireframe.png
figures/daily_means_PM10.png
figures/diffs_daily_means_PM10.png
figures/pred_daily_means_PM10.png
figures/singleStationTimeSeries.png
figures/vgmVsMetricDist.png
gstat.Rnw
gstat.Rout.save
ifgi-logo_int.pdf
prs.Rnw
prs.Rout.save
spatio-temporal-kriging.Rnw
spatio-temporal-kriging.bib
st.Rnw
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Details

License GPL (>= 2.0)
URL https://github.com/edzer/gstat/
Encoding UTF-8
BugReports https://github.com/edzer/gstat/issues/
NeedsCompilation yes
Packaged 2018-09-09 07:54:30 UTC; ripley
Repository CRAN
Date/Publication 2018-09-09 10:04:41

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