slope: Calculate topographic slope from a DEM

In michaeldorman/starsExtra: Miscellaneous Functions for Working with 'stars' Rasters

Calculate topographic slope from a DEM

Description

Calculates topographic slope given a Digital Elevation Model (DEM) raster. Input and output are rasters of class stars, single-band (i.e., only '"x"' and '"y"' dimensions), with one attribute.

Usage

slope(x, na_flag = -9999)

Arguments

x	A raster (class stars) with two dimensions: x and y, i.e., a single-band raster, representing a DEM.
na_flag	Value used to mark NA values in C code. This should be set to a value which is guaranteed to be absent from the input raster x (default is -9999).

Value

A stars raster with topographic slope, i.e., the azimuth where the terrain is tilted towards, in decimal degrees (0-360) clockwise from north.

Note

Slope calculation results in NA when at least one of the cell neighbors is NA, including the outermost rows and columns. Given that the focal window size in slope calculation is 3*3, this means that the outermost one row and one column are given an slope value of NA.

The raster must be in projected CRS, and units of x/y resolution are assumed to be the same as units of elevation (typically meters).

References

The topographic slope algorithm is based on the How slope works article in the ArcGIS documentation:

https://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-analyst-toolbox/how-slope-works.htm

Examples

# Small example
data(dem)
dem_slope = slope(dem)
plot(
  dem, text_values = TRUE, breaks = "equal", 
  col = hcl.colors(11, "Spectral"), main = "input (elevation)"
)

plot(
  dem_slope, text_values = TRUE, breaks = "equal", 
  col = hcl.colors(11, "Spectral"), main = "output (slope)"
)
# Larger example
data(carmel)
carmel_slope = slope(carmel)
plot(
  carmel, breaks = "equal", 
  col = hcl.colors(11, "Spectral"), main = "input (elevation)"
)
plot(
  carmel_slope, breaks = "equal", 
  col = hcl.colors(11, "Spectral"), main = "output (slope)"
)

michaeldorman/starsExtra documentation built on Jan. 19, 2024, 8:54 a.m.