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Perform a Principal Component Analysis on a SpatRaster

Usage

raster_pca(x, aggr = NULL, focal = NULL)

Arguments

x

SpatRaster.

aggr

Integer. Aggregation factor based on function aggregate of terra package.

focal

Integer. smooth filter based on function focal of terra package.

Value

a list with:

  • A SpatRaster containing the results of the PCA

  • A data.frame containing the main results of the PCA (standard deviation, proportion of variance and cumulative variance