Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation
Estimation of the spatio-temporal anisotropy
Extracting parameters and their names from a spatio-temporal variogram...
Fit a Linear Model of Coregionalization to a Multivariable Sample Vari...
Fit a spatio-temporal sample variogram to a sample variogram
GLS fitting of variogram parameters
Fit a Variogram Model to a Sample Variogram
REML Fit Direct Variogram Partial Sills to Data
Calculate contrasts from multivariable predictions
Gstat Internal Functions
Create gstat objects, or subset it
Produce h-scatterplot
Image Gridded Coordinates in Data Frame
(co)kriging cross validation, n-fold or leave-one-out
Simple, Ordinary or Universal, global or local, Point or Block Kriging...
Simulation based on circulant embedding
Ordinary global Spatio-Temporal Kriging
conditional/unconditional spatio-temporal simulation
TransGaussian kriging using Box-Cox transforms
rearrange data frame for plotting with levelplot
Kriging standard errors as function of grid spacing and block size
Plot a sample variogram, and possibly a fitted model
Plot a point pairs, identified from a variogram cloud
Plot and Identify Data Pairs on Sample Variogram Cloud
Multivariable Geostatistical Prediction and Simulation
Get or set progress indicator
Plot Variogram Model Functions
Plot map matrix of prediction error variances and covariances
Calculate Sample or Residual Variogram or Variogram Cloud
Semivariance Values For a Given Variogram Model
Calculate Spatio-Temporal Sample Variogram
Semivariance values for a given spatio-temporal variogram model
panel functions for most of the variogram plots through lattice
Generate, or Add to Variogram Model
point-point, point-area or area-area semivariance
Function that returns the covariances for areas
Constructing a spatio-temporal variogram
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.
Useful links