Simulation of Urban Flood Process Based on a Hybrid LSTM-SWMM Model

Author:

Zhao Chenchen,Liu Chengshuai,Li Wenzhong,Tang Yehai,Yang Fan,Xu Yingying,Quan Liyu,Hu Caihong

Funder

Science and technology project of Henan Province

Publisher

Springer Science and Business Media LLC

Subject

Water Science and Technology,Civil and Structural Engineering

Reference35 articles.

1. Abbasizadeh H, Nazif S, Hosseini SA, Hosseini SA, Tavakolifar H (2017) Development of a Coupled Model for Simulation of Urban Drainage Process Based on Cellular Automata Approach. Irrig Drain 67 (2):269–281

2. Cai QW, Chen ZH, Chen X, Chen XZ, Zhang DR (2017) Urban stormwater control effect simulation of low impact development measures. Water Resour Protect 33 (02):31–36

3. Cheng YC, Wang J, Li MH (2016) Some Problems in Runoff Yield Excess Calculation Based on Horton Infiltration Formula. Hydrology 36 (5):14–16

4. Cui Z, Guo SL, Wang J, Wang HY, Yin JB, Ba HH (2022a) Research on flood forecasting based on GR4J-LSTM hybrid model. People’s Yangtze River 53 (7):1–7

5. Cui Z, Zhou YH, Guo SL, Wang J, Ba HH, He SK (2021) A novel hybrid XAJ-LSTM model for multi-step-ahead flood forecasting. Hydrol Res 52 (6):1436

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