2011-2020 Global Land Cover Datasets (Adapted from GLC_FCS30D) - Dataset

Field	Value
Author	Natural Capital Project
Tags	LAND COVER LAND USE LAND COVER LULC
Places	GLOBAL
Last Updated	July 21, 2025, 15:19 (UTC)
Created	June 12, 2025, 20:56 (UTC)
Natcap Last Updated	2025-07-21T15:19:34.025741+00:00

Cite this dataset

Embed this layer into your website

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  }).addTo(map);

L.tileLayer('https://titiler-897938321824.us-west1.run.app/cog/tiles/WebMercatorQuad/{z}/{x}/{y}@2x?colormap_name=viridis&bidx=1&url=https%3A%2F%2Fstorage.googleapis.com%2Fnatcap-data-cache%2Fnatcap-projects%2Flulc_glc_fcs30d%2Flulc_glc_fcs30d_2011_2020%2Flulc_glc_fcs30d_2011_dh.tif&rescale=11.0%2C210.0').addTo(map);
L.tileLayer('https://titiler-897938321824.us-west1.run.app/cog/tiles/WebMercatorQuad/{z}/{x}/{y}@2x?colormap_name=viridis&bidx=1&url=https%3A%2F%2Fstorage.googleapis.com%2Fnatcap-data-cache%2Fnatcap-projects%2Flulc_glc_fcs30d%2Flulc_glc_fcs30d_2011_2020%2Flulc_glc_fcs30d_2012_dh.tif&rescale=11.0%2C210.0').addTo(map);
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Use this data in Python

from osgeo import gdal

raster = gdal.OpenEx('/vsicurl/https://storage.googleapis.com/natcap-data-cache/natcap-projects/lulc_glc_fcs30d/lulc_glc_fcs30d_2011_2020/lulc_glc_fcs30d_2011_dh.tif')
band = raster.GetRasterBand(1)
array = band.ReadAsArray(
    xoff=my_window_x_offset,
    yoff=my_window_y_offset,
    win_xsize=my_window_width_in_pixels,
    win_ysize=my_window_height_in_pixels)