A hybrid statistical-dynamical forecast of seasonal streamflow for a catchment in the Upper Columbia River basin in Canada

A hybrid statistical-dynamical forecast of seasonal streamflow for a catchment in the Upper Columbia River basin in Canada

We explore a hybrid statistical-dynamical approach as a methodology for potentially improving total seasonal streamflow volume forecasts at a key lake reservoir in the Upper Columbia River basin, a region vital for hydroelectric power generation in British Columbia. Seasonal streamflow forecasts in...

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Bibliographic Details
Main Authors: Taylor Swift-LaPointe, Rachel H. White, Valentina Radić
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Water
Subjects:
streamflow
long short-term memory neural networks
seasonal forecasting
hybrid forecast
hydrology
Columbia River
Online Access:https://www.frontiersin.org/articles/10.3389/frwa.2025.1595898/full
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