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On the need for physical constraints in deep learning rainfall–runoff projections under climate change: a sensitivity analysis to warming and shifts in potential evapotranspiration

<p>Deep learning (DL) rainfall–runoff models outperform conceptual, process-based models in a range of applications. However, it remains unclear whether DL models can produce physically plausible projections of streamflow under climate change. We investigate this question through a sensitivity analy...

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Principais autores: S. Wi, S. Steinschneider
Format: Artigo
Jezik:Inglês
Izdano: Copernicus Publications 2024-02-01
Serija:Hydrology and Earth System Sciences
Online dostop:https://hess.copernicus.org/articles/28/479/2024/hess-28-479-2024.pdf
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