Rapid spatio-temporal prediction of coastal urban floods based on deep learning approaches
W Zhang, Y Liu, W Tang, S Chen, W Xie - Urban Climate, 2023 - Elsevier
Accurate real-time prediction of flood inundation ranges and water depths is crucial for
effective flood warning and disaster mitigation. However, traditional hydrodynamic flooding …
effective flood warning and disaster mitigation. However, traditional hydrodynamic flooding …
Integrated dynamic framework for predicting urban flooding and providing early warning
Y Zhou, Z Wu, H Xu, H Wang, B Ma, H Lv - Journal of Hydrology, 2023 - Elsevier
Urban flooding is a serious challenge in cities owing to global warming and rapid
urbanization; thus, urban flood forecasting is required to reduce losses. Nevertheless, owing …
urbanization; thus, urban flood forecasting is required to reduce losses. Nevertheless, owing …
Real-time prediction of the water accumulation process of urban stormy accumulation points based on deep learning
Z Wu, Y Zhou, H Wang - IEEE access, 2020 - ieeexplore.ieee.org
Influenced by climate change and urbanization, urban flood frequently occurs and
represents a serious challenge for many cities. Therefore, it is necessary to generate refined …
represents a serious challenge for many cities. Therefore, it is necessary to generate refined …
Case Study on Extreme Flood Forecasting Based on Ensemble Precipitation Forecast in Qingjiang Basin of the Yangtze River
T Peng, H Qi, J Wang - Journal of Coastal Research, 2020 - meridian.allenpress.com
ABSTRACT Peng, T.; Qi, HX, and Wang, JC, 2020. Case study on extreme flood forecasting
based on ensemble precipitation forecast in Qingjiang Basin of the Yangtze River. In: Guido …
based on ensemble precipitation forecast in Qingjiang Basin of the Yangtze River. In: Guido …
Data-driven approach for the rapid simulation of urban flood prediction
HI Kim, KY Han - KSCE Journal of Civil Engineering, 2020 - Springer
Flooding due to the increase of heavy rainfall caused even larger damage in metropolitan
areas. Therefore, numerical simulation and probabilistic models have been used for flood …
areas. Therefore, numerical simulation and probabilistic models have been used for flood …
CRML: A convolution regression model with machine learning for hydrology forecasting
Hydrologic disasters often result in substantial property damage and casualties. Therefore,
hydrology forecasting, especially the flooding, has become a hot research spot in all …
hydrology forecasting, especially the flooding, has become a hot research spot in all …
[HTML][HTML] Building ANN-based regional multi-step-ahead flood inundation forecast models
A regional inundation early warning system is crucial to alleviating flood risks and reducing
loss of life and property. This study aims to provide real-time multi-step-ahead forecasting of …
loss of life and property. This study aims to provide real-time multi-step-ahead forecasting of …
[HTML][HTML] Simulation of Water Level and Flow of Catastrophic Flood Based on the CNN-LSTM Coupling Network
Y Xu, C He, Z Guo, Y Chen, Y Sun, Y Dong - Water, 2023 - mdpi.com
The occurrence of catastrophic floods will increase the uncertainty of hydrological
forecasting at downstream hydrological stations. In order to solve the problems of the …
forecasting at downstream hydrological stations. In order to solve the problems of the …
Real-time flood forecast and flood alert map over the Huaihe River Basin in China using a coupled hydro-meteorological modeling system
A coupled hydro-meteorological modeling system is established for real-time flood forecast
and flood alert over the Huaihe River Basin in China. The system consists of the mesoscale …
and flood alert over the Huaihe River Basin in China. The system consists of the mesoscale …
[HTML][HTML] A multi-strategy-mode waterlogging-prediction framework for urban flood depth
Flooding is one of the most disruptive natural disasters, causing substantial loss of life and
property damage. Coastal cities in Asia face floods almost every year due to monsoon …
property damage. Coastal cities in Asia face floods almost every year due to monsoon …