smoothRaster: Smooth rasters

In voluModel: Modeling Species Distributions in Three Dimensions

Smooth rasters

Description

Uses thin plate spline regression from fields package to smooth raster values.

Usage

smoothRaster(inputRaster, fast = FALSE, ...)

Arguments

inputRaster	An object of class SpatRaster
fast	A logical operator. Setting to TRUE triggers use of fastTps instead of Tps.
...	For any additional arguments passed to Tps or fastTps

Details

Original raster is smoothed using a thin plate spline. This may be desirable in cases where the user has a reasonable expectation of spatial autocorrelation, but observes putative measurement errors in a raster. The user has the option of choosing fastTps to speed calculation, but be advised that this is only an approximation of a true thin plate spline.

Value

An object of class SpatRaster

See Also

Tps, fastTps

Examples

library(terra)
library(fields)
# Create sample raster
r <- rast(ncol=100, nrow=100)
values(r) <- 1:10000

# Introduce a "bubble"
values(r)[720:725] <- 9999
plot(r)

# Smooth bubble with smoothRaster
fastSmooth <- smoothRaster(r, fast = TRUE, aRange = 10.0)
plot(fastSmooth)

voluModel documentation built on Sept. 11, 2024, 8:04 p.m.