Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network

Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network

The governing hydrological processes are expected to shift under climate change in the alpine regions of Switzerland. This raises the need for more adaptive and accurate methods to estimate river flow. In high-altitude catchments influenced by snow and glaciers, short-term flow forecasting is challe...

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Bibliographic Details
Main Authors: Corinna Frank, Marc Rußwurm, Javier Fluixa-Sanmartin, Devis Tuia
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-04-01
Series:Frontiers in Water
Subjects:
hydrological model
LSTM
short-term forecast
machine learning
alpine
streamflow
Online Access:https://www.frontiersin.org/articles/10.3389/frwa.2023.1126310/full

Internet

https://www.frontiersin.org/articles/10.3389/frwa.2023.1126310/full

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