Using machine learning, I evaluate data from Earth observation satellites with respect to our vegetation. In particular, I focus on nature reserves and ecosystem conditions.
Currently, I am working on the detection of wilderness characteristics by applying explainable machine learning techniques. Some of my work is summarized here.
- MapInWild: Mapping and Interpreting Wilderness from Space
- AnthroProtect: A dataset of protected and anthropogenic areas in Fennoscandia (Sentinel-2)