Tongbi Tu

Mapping flood susceptibility in mountainous areas on a national scale in China

Gang Zhao, Bo Pang, Zongxue Xu et al. · The Science of The Total Environment · 2017 · 369 citations

Flash Flood, Hydrological Disaster, Engineering +11

An enhanced inundation method for urban flood hazard mapping at the large catchment scale

Gang Zhao, Zongxue Xu, Bo Pang et al. · Journal of Hydrology · 2019 · 63 citations

Flash Flood, Large Catchment Scale, Hydrological Disaster +10

Capabilities of deep learning models on learning physical relationships: Case of rainfall-runoff modeling with LSTM

Kazuki Yokoo, Kei Ishida, Ali Ercan et al. · The Science of The Total Environment · 2021 · 57 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +9

Hourly-scale coastal sea level modeling in a changing climate using long short-term memory neural network

Kei Ishida, Gozo TSUJIMOTO, Ali Ercan et al. · The Science of The Total Environment · 2020 · 48 citations

Climatology, Meteorology, Coastal Management +10

Large-scale flash flood warning in China using deep learning

Gang Zhao, Ronghua Liu, Mingxiang Yang et al. · Journal of Hydrology · 2021 · 32 citations

Flash Flood, Engineering, Machine Learning +7