Extracts a local landscape — lsp

Extracts a local landscape from categorical raster data based on its id and provided window argument.

lsp_extract(x, window, id)

Arguments

x: Object of class stars, stars_proxy, or terra's SpatRaster.
window: Specifies areas for analysis. It can be either: NULL, a numeric value, or an sf object.
id: Id of the local landscape - it is possible to find in the output of lsp_signature(), lsp_search(), lsp_compare(), or lsp_add_clusters().

Value

A starsor terra object cropped to the extent of a selected local landscape

Examples

library(stars)
landform = read_stars(system.file("raster/landforms.tif", package = "motif"))
ecoregions = read_sf(system.file("vector/ecoregionss.gpkg", package = "motif"))

extract1 = lsp_extract(x = landform, window = 100, id = 25)
plot(extract1)


ecoregions = st_transform(ecoregions, st_crs(landform))
extract2 = lsp_extract(x = landform, window = ecoregions["id"], id = 11)
plot(extract2)


# \donttest{
# larger data example
library(stars)
landform = read_stars(system.file("raster/landform.tif", package = "motif"))
ecoregions = read_sf(system.file("vector/ecoregions.gpkg", package = "motif"))

extract1 = lsp_extract(x = landform, window = 100, id = 1895)
#plot(extract1)

ecoregions = st_transform(ecoregions, st_crs(landform))
extract2 = lsp_extract(x = landform, window = ecoregions["id"], id = 7)
#plot(extract2)
# }