Attribution of Runoff Variation in Reservoir Construction Area: Based on a Merged Deep Learning Model and the Budyko Framework

Attribution of Runoff Variation in Reservoir Construction Area: Based on a Merged Deep Learning Model and the Budyko Framework

This study presents a framework to attribute river runoff variations to the combined effects of reservoir operations, land surface changes, and climate variability. We delineated the data into natural and impacted periods. For the natural period, an integrated Long Short-Term Memory and Random Fores...

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Bibliographic Details
Main Authors: Lilan Zhang, Xiaohong Chen, Bensheng Huang, Liangxiong Chen, Jie Liu
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Atmosphere
Subjects:
climate change
Budyko framework
LSTM
reservoir operation
runoff variation attribution
Online Access:https://www.mdpi.com/2073-4433/15/2/164

Internet

https://www.mdpi.com/2073-4433/15/2/164

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