Hydrology and Earth System Sciences
Hydrology and Earth System Sciences
HESS
Articles | Volume 29, issue 20
Articles | Volume 29, issue 20
https://doi.org/10.5194/hess-29-5233-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-29-5233-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 29, issue 20
Research article
 | 
16 Oct 2025
Research article |  | 16 Oct 2025

Spatially resolved rainfall streamflow modeling in central Europe

Marc Aurel Vischer, Noelia Otero, and Jackie Ma

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Short summary
We use a neural network to predict the amount of water flowing into rivers. Our focus is on large river catchment areas in central Europe with pronounced human activity. Our model scales efficiently to large quantities of data and is thus able to process the input without prior aggregation, capturing fine spatial detail and improving prediction in large catchments. Our model's internal states can be adapted to capture human activity more explicitly in the future.
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