Dominant tree types

Dominant tree types

A classification of the dominant tree species per Sentinel-2 pixel. Due to the 10 m x 10 m resolution of Sentinel-2, the model cannot classify individual trees but determines the dominant class of each pixel.

Specifications

Classes

Data Sources

Method

Gradient-boosted decision trees

Quality

93% accuracy

Quality

Properties

Coordinate Reference SystemEPSG:32632 - WGS 84 / UTM zone 32N
TimeTrained for Germany and years 2017 to 2018
Spatial Resolution10 meters
Spatial ValidityGermany

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