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Enhanced Long Short-Term Memory Model for Runoff Prediction

Authors :
Qinghai Guo
Guangwei Fan
Baozhen Yao
Rui Feng
Jianyi Lin
Source :
Journal of Hydrologic Engineering. 26
Publication Year :
2021
Publisher :
American Society of Civil Engineers (ASCE), 2021.

Abstract

Runoff prediction plays a crucial role in the scheduling and management of water resources. A novel enhanced long short-term memory (LSTM) model called LN-LSTM-PSO is proposed by integratin...

Details

ISSN :
19435584 and 10840699
Volume :
26
Database :
OpenAIRE
Journal :
Journal of Hydrologic Engineering
Accession number :
edsair.doi...........f9a22b744f687823ed9e0ed5fd7753ae
Full Text :
https://doi.org/10.1061/(asce)he.1943-5584.0002035