Improving cascade reservoir inflow forecasting and extracting insights by decomposing the physical process using a hybrid model

Jinyang Li, Vu Dao,Kuolin Hsu,Bita Analui, Joel D. Knofczynski,Soroosh Sorooshian

Journal of Hydrology（2024）

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摘要

•Hybrid model represents precipitation-runoff & routing processes separately.•Optimal hybrid model outperforms HEC-HMS & LSTM models.•It reveals contributions of runoff, dynamic routing, and snow processes.

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关键词

Precipitation-runoff,Time-varying Muskingum routing,Physical insights,Interpretability

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