Application study of IFAS and LSTM models on runoff simulation and flood prediction in the Tokachi River basin

Floods are often caused by short-term heavy rainfall. An Integrated Flood Analysis System (IFAS) model is good at runoff simulation and a Long Short-Term Memory (LSTM) model is good at learning massive data and realizing rainfall forecast. In this paper, the applicability of the IFAS model to runoff...

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Bibliographic Details
Main Authors: Yue-Chao Chen, Jia-Jia Gao, Zhao-Hui Bin, Jia-Zhong Qian, Rui-Liang Pei, Hua Zhu
Format: article
Language:EN
Published: IWA Publishing 2021
Subjects:
Online Access:https://doaj.org/article/d7a6a546d17a464dbe2282f9e8308b26
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