Modelling of wildland-urban interface fire spread with the heterogeneous cellular automata model

被引:0
|
作者
Jiang, Wenyu [1 ,2 ]
Wang, Fei [1 ,2 ]
Fang, Linghang [1 ,2 ]
Zheng, Xiaocui [1 ,2 ]
Qiao, Xiaohui [3 ]
Li, Zhanghua [1 ,2 ]
Meng, Qingxiang [4 ]
机构
[1] Tsinghua Shenzhen Int Grad Sch, Inst Safety Sci & Technol, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Dept Engn Phys, Beijing 100084, Peoples R China
[3] Brigham Young Univ, Civil & Environm Engn, Provo, UT 84602 USA
[4] Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430072, Peoples R China
关键词
Fire spread model; WUI; Heterogeneous cellular automata model; Emergency decision making;
D O I
10.1016/j.envsoft.2020.104895
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Fire safety in urban areas is gaining more attention along with the rapid development of urbanization and the increasing complexity of urban structures. Many fire spread models have been developed to support emergency decision making. However, most of them only investigate on single scenarios (forest fire or house fire) and usually have difficulty in balancing model accuracy and timeliness, which makes it hard to apply these models to large-scale heterogeneous scenarios. In this paper, we developed a fire spread model based on the heterogeneous Cellular Automata model for large-scale complex wildland-urban interface (WUI) areas. The model flexibly integrates a forest fire model and a house fire model based on thermal principles and empirical statistics. A software platform is developed based on the fire spread model correspondingly to validate its performance. Taking a real WUI fire occurred in California as a case study, we conducted comparative simulation experiments based on our software platform and widely used forest fire simulation software FlamMap6. The experimental results show that our model can simulate fire spread process with high efficiency, strong timeliness, and competitive accuracy, providing support on emergency decision-making of large-scale complex fire scenarios.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Modelling the vulnerability of urban settings to wildland-urban interface fires in Chile
    Aguirre, Paula
    Leon, Jorge
    Gonzalez-Mathiesen, Constanza
    Roman, Randy
    Penas, Manuela
    Ogueda, Alonso
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2024, 24 (04) : 1521 - 1537
  • [22] Defining the wildland-urban interface
    Stewart, Susan I.
    Radeloff, Volker C.
    Hammer, Roger B.
    Hawbaker, Todd J.
    [J]. JOURNAL OF FORESTRY, 2007, 105 (04) : 201 - 207
  • [23] Modeling wildland and wildland-urban interface fires
    Building and Fire Research Laboratory, National Institute of Standards and Technology, Gaithersburg
    MD, United States
    [J]. Fall Tech. Meet. East. States Sect. Combust. Inst, 2007,
  • [24] Wildland fire spread modelling using cellular automata: evolution in large-scale spatially heterogeneous environments under fire suppression tactics
    Alexandridis, A.
    Russo, L.
    Vakalis, D.
    Bafas, G. V.
    Siettos, C. I.
    [J]. INTERNATIONAL JOURNAL OF WILDLAND FIRE, 2011, 20 (05) : 633 - 647
  • [25] Reclassifying the Wildland-Urban Interface Using Fire Occurrences for the United States
    Hanberry, Brice B.
    [J]. LAND, 2020, 9 (07)
  • [26] Managing Fire and Biodiversity in the Wildland-Urban Interface: A Role for Green Firebreaks
    Curran, Timothy J.
    Perry, George L. W.
    Wyse, Sarah V.
    Alam, Md Azharul
    [J]. FIRE-SWITZERLAND, 2018, 1 (01): : 1 - 3
  • [27] Development at the wildland-urban interface and the mitigation of forest-fire risk
    Spyratos, Vassilis
    Bourgeron, Patrick S.
    Ghil, Michael
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (36) : 14272 - 14276
  • [28] The wildland-urban interface fire problem - current approaches and research needs
    Mell, William E.
    Manzello, Samuel L.
    Maranghides, Alexander
    Butry, David
    Rehm, Ronald G.
    [J]. INTERNATIONAL JOURNAL OF WILDLAND FIRE, 2010, 19 (02) : 238 - 251
  • [29] Wildland-urban interface fire ashes as a major source of incidental nanomaterials
    Alshehri, Talal
    Wang, Jingjing
    Singerling, Sheryl A.
    Gigault, Julien
    Webster, Jackson P.
    Matiasek, Sandrine J.
    Alpers, Charles N.
    Baalousha, Mohammed
    [J]. JOURNAL OF HAZARDOUS MATERIALS, 2023, 443
  • [30] Trends in Fire Danger and Population Exposure along the Wildland-Urban Interface
    Peterson, Geoffrey Colin L.
    Prince, Steven E.
    Rappold, Ana G.
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2021, 55 (23) : 16257 - 16265