Flood evacuation simulations using cellular automata and multiagent systems -a human-environment relationship perspective

被引:26
|
作者
Li, Yi [1 ,2 ]
Hu, Bisong [3 ]
Zhang, Dong [1 ,4 ]
Gong, Jianhua [1 ]
Song, Yiquan [5 ]
Sun, Jun [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Natl Engn Res Ctr Geoinformat, Beijing, Peoples R China
[2] Zhejiang CAS Applicat Ctr Geoinformat, Jiaxing, Zhejiang, Peoples R China
[3] Jiangxi Normal Univ, Minist Educ, Key Lab Poyang Lake Wetland & Watershed Res, Nanchang, Jiangxi, Peoples R China
[4] Tianjin Chengjian Univ, Sch Geol & Geomat, Tianjin, Peoples R China
[5] Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin, Peoples R China
基金
中国国家自然科学基金;
关键词
Flood evacuation; urban flood; cellular automata; multi-agent systems; human-environment relationship; MODEL; FLOWS; LIFE;
D O I
10.1080/13658816.2019.1622015
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A flood evacuation represents a complex geographic phenomenon that includes comprehensive interactions among humans, the flood and urban environments; thus, the simulation of flood evacuations requires crowd simulation models to be coupled with flood models. This paper studies the human-environment relationship during flooding and promotes a simulation model that combines cellular automata and a multiagent system to simulate crowd evacuations in flood disasters. A case study of Niaodao Island was used to evaluate the performance of flood evacuation experiments, and real-participant experiments based on the virtual reality (VR) environment were employed for bench-mark comparisons. The integrated model can provide a comprehensive solution to assist flood risk analysis.
引用
收藏
页码:2241 / 2258
页数:18
相关论文
共 9 条
  • [1] Evacuation Simulations using Cellular Automata
    Cristian Tissera, Pablo
    Printista, Marcela
    Luis Errecalde, Marcelo
    [J]. JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY, 2007, 7 (01): : 14 - 20
  • [2] Enhancing the Resilience of Human-Environment Systems: a Social Ecological Perspective
    Stokols, Daniel
    Lejano, Raul Perez
    Hipp, John
    [J]. ECOLOGY AND SOCIETY, 2013, 18 (01):
  • [3] Human Behavior Modeling for Evacuation From Classroom Using Cellular Automata
    Song, Peihua
    Gao, Yan
    Xue, Yu
    Jia, Jinyuan
    Luo, Wei
    Li, Wenjing
    [J]. IEEE ACCESS, 2019, 7 : 98694 - 98701
  • [4] Modeling occupant evacuation using cellular automata - Effect of human behavior and building characteristics on evacuation
    Yang, LZ
    Fang, WF
    Fan, WC
    [J]. JOURNAL OF FIRE SCIENCES, 2003, 21 (03) : 227 - 240
  • [5] Urban growth processes joining cellular automata and multiagent systems. Part 2: computer simulations
    Vancheri, Alberto
    Giordano, Paolo
    Andrey, Denise
    Albeverio, Sergio
    [J]. ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2008, 35 (05): : 863 - 880
  • [6] Theoretical and empirical exploration of human-environment relationship in tourism context from a microcosmic perspective
    Huang, Jianfeng
    Lu, Lin
    Song, Yu
    [J]. Dili Xuebao/Acta Geographica Sinica, 2021, 76 (10): : 2360 - 2378
  • [7] Auto-generation of centerline graphs from geometrically complex roadmaps of real-world traffic systems using hierarchical quadtrees for cellular automata simulations
    Tsuzuki, Satori
    Yanagisawa, Daichi
    Nishinari, Katsuhiro
    [J]. INFORMATION SCIENCES, 2019, 504 : 161 - 177
  • [8] Auto-generation of a centerline graph from a geometrically complex roadmap of real-world traffic systems using a hierarchical quadtree for cellular automata simulations
    Tsuzuki, Satori
    Yanagisawa, Daichi
    Nishinari, Katsuhiro
    [J]. arXiv, 2019,
  • [9] Auto-generation of centerline graphs from geometrically complex roadmaps of real-world traffic systems using hierarchical quadtrees for cellular automata simulations
    Tsuzuki, Satori
    Yanagisawa, Daichi
    Nishinari, Katsuhiro
    [J]. Information Sciences, 2019, 504 : 161 - 177