arxivcs.CV2026-07-01
Uncertainty-aware tree height change regression
Max Gaber, Dimitri Gominski, Jaime C. Revenga, Stefan Oehmcke, Rasmus Fensholt, Martin Brandt
Monitoring canopy height change is essential for understanding carbon sinks and forest dynamics. Remote sensing enables consistent, large-scale observations of such changes, increasingly integrated with deep learning architectures such as Geospatial Foundation Models (GFMs). Howe…