interpIDW: Interpolate points using a moving window

In rspatial/terra: Spatial Data Analysis

Interpolate points using a moving window

Description

Interpolate points within a moving window using inverse distance weighting. The maximum number of points used can be restricted, optionally by selecting the nearest points.

Usage

## S4 method for signature 'SpatRaster,SpatVector'
interpIDW(x, y, field, radius, power=2, smooth=0,
       maxPoints=Inf, minPoints=1, near=TRUE, fill=NA, filename="", ...)

## S4 method for signature 'SpatRaster,matrix'
interpIDW(x, y, radius, power=2, smooth=0, 
       maxPoints=Inf, minPoints=1, near=TRUE, fill=NA, filename="", ...)

Arguments

x	SpatRaster
y	SpatVector or matrix with three columns (x,y,z)
field	character. field name in SpatVector y
radius	numeric. The radius of the circle (single number). If near=FALSE, it is also possible to use two or three numbers. Two numbers are interpreted as the radii of an ellipse (x and y-axis). A third number should indicated the desired, counter clockwise, rotation of the ellipse (in degrees)
power	numeric. Weighting power
smooth	numeric. Smoothing parameter
minPoints	numeric. The minimum number of points to use. If fewer points are found in a search ellipse it is considered empty and the fill value is returned
maxPoints	numeric. The maximum number of points to consider in a search area. Additional points are ignored. If fewer points are found, the fill value is returned
near	logical. Should the nearest points within the neighborhood be used if maxPoints is reached?
fill	numeric. value to use to fill empty cells
filename	character. Output filename
...	additional arguments for writing files as in writeRaster

Value

SpatRaster

See Also

rasterizeWin, rasterize, interpNear, interpolate

Examples

r <- rast(ncol=100, nrow=100, crs="local", xmin=0, xmax=50, ymin=0, ymax=50)
set.seed(100)
x <- runif(25, 5, 45)
y <- runif(25, 5, 45)
z <- sample(25)
xyz <- cbind(x,y,z)

x <- interpIDW(r, xyz, radius=5, power=1, smooth=1, maxPoints=5)

rspatial/terra documentation built on Nov. 5, 2024, 5:13 p.m.