Future Koppen-Geiger Climate Zone Classification Map (2041-2070) - Dataset

Field	Value
Author	Natural Capital Project, Stanford University
Tags	CLIMATE ZONES KOPPEN-GEIGER
Places	GLOBAL
Last Updated	March 20, 2025, 22:19 (UTC)
Created	March 20, 2025, 22:16 (UTC)
Natcap Last Updated	2025-03-20T22:19:19.765057+00:00

Cite this dataset

Beck, H.E., T.R. McVicar, N. Vergopolan, A. Berg, N.J. Lutsko, A. Dufour, Z. Zeng, X. Jiang, A.I.J.M. van Dijk, D.G. MirallesHigh-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projectionsScientific Data 10, 724, doi:10.1038/s41597-023–02549‑6 (2023)

Embed this layer into your website

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Use this data in Python

from osgeo import gdal

raster = gdal.OpenEx('/vsicurl/https://storage.googleapis.com/natcap-data-cache/global/koppen_geiger_climatezones/future_kg_climatezones_2041-2070_1km/koppen_geiger_climatezone_2041-2070_ssp119_1km.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)