Learning the water cycle
Time-series foundation models meet water-quality forecasting.
Our work explores how machine learning can support prediction when observations are limited.
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Research, observations, and work in progress.
Research in focus
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A connected landscape
Water, vegetation, and the terrain between them.
From the root zone to the river basin, we study water as part of a connected environmental system.
Observing mountain water
Combining ground observations with remote sensing.
- Rain-snow transition
- Snow water equivalent
- Wireless sensor networks
These observations help connect local measurements with hydrological processes across mountain catchments.