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Utils

selectvarlm()
Selecting variables using linear regression
gsdvar()
Generating second-dimension variables for a spatial variable
sdapredvars()
Preparing explanatory variables data for SDA-based prediction
selectvarsda()
Selecting variables for the SDA model
rmvoutlier()
Removing outliers.
vif()
Fast calculation of the variance inflation factor (VIF)

Data

obs
Spatial datasets of trace elements.
grids
Spatial grid dataset.
sample_vars_fda
Spatial datasets of the first dimension variables of trace elements.
sample_vars_sda
Spatial datasets of the second dimension variables of trace elements.