Articles | Volume 27, issue 7
https://doi.org/10.5194/hess-27-1607-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-27-1607-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
17 Apr 2023
Research article |
| 17 Apr 2023
| 17 Apr 2023
Development of an integrated socio-hydrological modeling framework for assessing the impacts of shelter location arrangement and human behaviors on flood evacuation processes
Yangtze Institute for Conservation and Development, Hohai University, Nanjing, China
Feng Wu
Key Laboratory of Land Surface Pattern and Simulation, Institute of
Geographic Sciences and Natural Resources Research, Chinese Academy of
Sciences, Beijing, China
Hao Jiang
State Environmental Protection Key Laboratory of Integrated Surface
Water–Groundwater Pollution Control, School of Environmental Science and
Engineering, Southern University of Science and Technology, Shenzhen, China
Naliang Guo
Key Laboratory of Land Surface Pattern and Simulation, Institute of
Geographic Sciences and Natural Resources Research, Chinese Academy of
Sciences, Beijing, China
Yong Tian
State Environmental Protection Key Laboratory of Integrated Surface
Water–Groundwater Pollution Control, School of Environmental Science and
Engineering, Southern University of Science and Technology, Shenzhen, China
Chunmiao Zheng
CORRESPONDING AUTHOR
EIT Institute for Advanced Study, Ningbo, Zhejiang, China
State Environmental Protection Key Laboratory of Integrated Surface
Water–Groundwater Pollution Control, School of Environmental Science and
Engineering, Southern University of Science and Technology, Shenzhen, China
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Cited
25 citations as recorded by crossref.
- When agents learn to think: Large language model-enhanced agent-based modeling for crowd evacuation in disaster scenarios S. Yang et al.
- Dynamic flood evacuation modelling for coastal cities: A case study of Shanghai Y. Yang et al.
- Determining the threshold of issuing flash flood warnings based on people's response process simulation R. Zhang et al.
- Is coastal urban environment for disaster prevention equitable? Assessing climate justice of shelters in Xiamen, China C. Ma & C. Wen
- Integration of physically-based numerical tools and socio-hydrological variables in urban flood modeling L. Cardenas-Mercado et al.
- An Agent-based Model to promote Nature-based Solutions for flood management in Algeria F. Hamzaoui & F. Taillandier
- Multi-objective priority planning for dam breach flood emergency evacuation routes based on an improved NSGA-III model K. Yang et al.
- Development of an integrated socio-hydrological modeling framework for assessing the impacts of shelter location arrangement and human behaviors on flood evacuation processes E. Du et al.
- Effects of building configuration and upstream buildings on pedestrian risk around ideal buildings in a floodwater–wind joint environment S. Liu et al.
- Micro-Scale Agent-Based Modeling of Hurricane Evacuation Under Compound Wind–Surge Hazards: A Case Study of Westbrook, Connecticut O. Bustami et al.
- A multicriteria decision model to improve emergency preparedness: Locating-allocating urban shelters against floods N. de Albuquerque et al.
- Integrating Planning Theory with Socio-Ecological-Technological Systems for Urban Flood Risk Management: A Case Study of Chiba Prefecture, Japan Y. Lee et al.
- Climate change-induced variabilities and most recent normal in climate extremes using ERA5-Land reanalysis data in Syria from 1950 to 2024 H. Aksu et al.
- Human decision-making in crowds in a virtual flood scenario B. Arshaghi et al.
- A Conceptual Decision-Support Agent-Based Framework for Evacuation Planning Under Compound Hazards O. Bustami et al.
- Subway station facility layout optimization for efficient evacuation: a hybrid method of adaptable queueing network and heuristic retrieval C. Junfeng et al.
- Diversity and differences of flood evacuation strategies among rural households in the Hengduan Mountains, Southwest China X. Huang et al.
- An agent-based modeling method to determine the number of flash flood warnings for improving the warning response levels R. Zhang et al.
- Modeling the evolution of water-environment-economy coupling system with the impacts of inter-basin water transfer project D. Jia et al.
- Effects of lift-up building design, building setback, and urban open space on pedestrian danger under the joint effect of floodwater and wind S. Liu et al.
- Effects of urban-like intersections and urban squares on pedestrian risk in a floodwater–wind joint environment S. Liu et al.
- Characterising the high spatial heterogeneity of urban flood resilience under extreme rainfall using mobile signal data J. Mao et al.
- Flood-ABM: An agent-based model of differential flood effects on population groups and their decision-making processes O. Addai et al.
- Large-scale real-time evacuation modeling during urban floods: A coupled agent-based multi-model framework W. Lv et al.
- Reinforcement learning-based optimization of tsunami evacuation paths: effectiveness and robustness in two coastal areas in Japan T. Takabatake et al.
25 citations as recorded by crossref.
- When agents learn to think: Large language model-enhanced agent-based modeling for crowd evacuation in disaster scenarios S. Yang et al.
- Dynamic flood evacuation modelling for coastal cities: A case study of Shanghai Y. Yang et al.
- Determining the threshold of issuing flash flood warnings based on people's response process simulation R. Zhang et al.
- Is coastal urban environment for disaster prevention equitable? Assessing climate justice of shelters in Xiamen, China C. Ma & C. Wen
- Integration of physically-based numerical tools and socio-hydrological variables in urban flood modeling L. Cardenas-Mercado et al.
- An Agent-based Model to promote Nature-based Solutions for flood management in Algeria F. Hamzaoui & F. Taillandier
- Multi-objective priority planning for dam breach flood emergency evacuation routes based on an improved NSGA-III model K. Yang et al.
- Development of an integrated socio-hydrological modeling framework for assessing the impacts of shelter location arrangement and human behaviors on flood evacuation processes E. Du et al.
- Effects of building configuration and upstream buildings on pedestrian risk around ideal buildings in a floodwater–wind joint environment S. Liu et al.
- Micro-Scale Agent-Based Modeling of Hurricane Evacuation Under Compound Wind–Surge Hazards: A Case Study of Westbrook, Connecticut O. Bustami et al.
- A multicriteria decision model to improve emergency preparedness: Locating-allocating urban shelters against floods N. de Albuquerque et al.
- Integrating Planning Theory with Socio-Ecological-Technological Systems for Urban Flood Risk Management: A Case Study of Chiba Prefecture, Japan Y. Lee et al.
- Climate change-induced variabilities and most recent normal in climate extremes using ERA5-Land reanalysis data in Syria from 1950 to 2024 H. Aksu et al.
- Human decision-making in crowds in a virtual flood scenario B. Arshaghi et al.
- A Conceptual Decision-Support Agent-Based Framework for Evacuation Planning Under Compound Hazards O. Bustami et al.
- Subway station facility layout optimization for efficient evacuation: a hybrid method of adaptable queueing network and heuristic retrieval C. Junfeng et al.
- Diversity and differences of flood evacuation strategies among rural households in the Hengduan Mountains, Southwest China X. Huang et al.
- An agent-based modeling method to determine the number of flash flood warnings for improving the warning response levels R. Zhang et al.
- Modeling the evolution of water-environment-economy coupling system with the impacts of inter-basin water transfer project D. Jia et al.
- Effects of lift-up building design, building setback, and urban open space on pedestrian danger under the joint effect of floodwater and wind S. Liu et al.
- Effects of urban-like intersections and urban squares on pedestrian risk in a floodwater–wind joint environment S. Liu et al.
- Characterising the high spatial heterogeneity of urban flood resilience under extreme rainfall using mobile signal data J. Mao et al.
- Flood-ABM: An agent-based model of differential flood effects on population groups and their decision-making processes O. Addai et al.
- Large-scale real-time evacuation modeling during urban floods: A coupled agent-based multi-model framework W. Lv et al.
- Reinforcement learning-based optimization of tsunami evacuation paths: effectiveness and robustness in two coastal areas in Japan T. Takabatake et al.
Saved (final revised paper)
Latest update: 16 May 2026
Short summary
This study develops an integrated socio-hydrological modeling framework that can simulate the entire flood management processes, including flood inundation, flood management policies, public responses, and evacuation activities. The model is able to holistically examine flood evacuation performance under the joint impacts of hydrological conditions, management policies (i.e., shelter location distribution), and human behaviors (i.e., evacuation preparation time and route-searching strategy).
This study develops an integrated socio-hydrological modeling framework that can simulate the...
