Moritz Lehmann

Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach

Inland water quality monitoring is vital for clean water access and aquatic ecosystem management. Remote sensing machine learning models enable large-scale observations, but are difficult to train due to data scarcity and variability across many lakes. Multi-task learning approaches enable learning…