A hybrid approach to enhance streamflow simulation in data-constrained Himalayan basins: combining the Glacio-hydrological Degree-day Model and recurrent neural networks

<p>The Glacio-hydrological Degree-day Model (GDM) is a distributed model, but it is prone to uncertainties due to its conceptual nature, parameter estimation, and limited data in the Himalayan basins. To enhance accuracy without sacrificing interpretability, we propose a hybrid model approach...

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Bibliographic Details
Main Authors: D. Joshi, R. B. Kayastha, K. L. Shrestha, R. Kayastha
Format: Article
Language:English
Published: Copernicus Publications 2024-11-01
Series:Proceedings of the International Association of Hydrological Sciences
Online Access:https://piahs.copernicus.org/articles/387/17/2024/piahs-387-17-2024.pdf
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