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clc

CORINE Land Cover (CLC) is a European land use and land cover classification system that provides standardized geospatial data on land cover categories. It includes an associated style definition, typically stored in formats like GeoPackage, which links land cover codes to descriptive labels and visualization attributes (e.g., colors) for consistent representation across GIS platforms.

The clc package simplifies workflows for common tasks, such as reading a CLC vector file, visualizing it with its style, clipping the data to a region, saving the output with its style, and converting it to raster format, supporting CLC data in both GeoPackage and PostGIS as sources and destinations.

Installation

You can install the released version of clc from CRAN with:

And the development version from GitHub with:

# install.packages("pak")
pak::pak("josesamos/clc")

Example

This is a basic example which shows you how to solve a common problem.

Read the CLC data from the GeoPackage and visualize the CLC data with styles.

library(clc)

source_gpkg <- system.file("extdata", "clc.gpkg", package = "clc")

clc_data <- clc(source = source_gpkg, layer_name = "clc")

clc_data |> 
  plot_clc()

CLC example 1, original

Read the clipping layer (region of interest), clip the CLC data to the region of interest and visualize the clipped CLC data with styles.

region <- sf::st_read(source_gpkg, layer = "lanjaron", quiet = TRUE)

clc_clipped <- clc_data |> 
  cut_to_extent(region)

clc_clipped |> 
  plot_clc()

CLC example 2, clipped

Convert the clipped CLC data to raster format and visualize it with styles.

raster_path <- system.file("extdata", "mdt.tif", package = "clc")

base_raster <- terra::rast(raster_path)

clc_raster <- clc_clipped |> 
  as_raster(base_raster = base_raster)

clc_raster |> 
  plot_clc()

CLC example 3, raster

Save the clipped data and its styles to a new GeoPackage.

output_gpkg <- tempfile(fileext = ".gpkg")

sink(tempfile())

clc_clipped |> 
  save_to(output_gpkg)

sink()

Get a raster in terra::SpatRaster format to store it in a file, for example.

clc_r <- clc_raster |>
  get_raster()

output_tif <- tempfile(fileext = ".tif")

terra::writeRaster(clc_r,
                   output_tif,
                   filetype = "GTiff",
                   overwrite = TRUE)