The project received funding from Barry Callebaut Sourcing AG as part of a research project agreement. The Sentinel-2 data access for the computation of the global map was funded by AWS Cloud credits for research, courtesy of P. Gehler. We thank Y. Sica for sharing a rastered version of the WDPA data and S. Liu and M. Brandt for sharing the rastered ALS canopy height models in Europe. We thank N. Gorelick and S. Ilyushchenko for providing the resources to make our global map available on the Google Earth Engine. We greatly appreciate the open data policies of the ESA Copernicus program, the NASA GEDI mission and the LVIS campaigns. N.L. acknowledges support by the research grant DeReEco (grant number 34306) from Villum Foundation and by the Pioneer Centre for AI, Danish National Research Foundation grant number P1.Author contributions