Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour

被引:104
作者
Yassemi, S. [1 ]
Dragicevic, S. [1 ]
Schmidt, M. [1 ]
机构
[1] Simon Fraser Univ, Spatial Anal & Modeling Lab, Dept Geog, Burnaby, BC V5A 1S6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
cellular automata; Geographic information system (GIS); forest fire behaviour; spatio-temporal modelling; simulation methods;
D O I
10.1016/j.ecolmodel.2007.07.020
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The integration of geographic information systems (GIS) and environmental modelling has been widely investigated for more than a decade. However, such integration has remained a challenging task due to the temporal changes of environmental processes and the static nature of GIS. This study integrates GIS and cellular automata (CA) techniques to develop a fire behaviour model with a flexible and user-friendly end-user interface. The developed model incorporates topographic, forest fuel and weather variables. The performance of the implemented fire model is evaluated by comparison with fire spread simulations derived from Prometheus, the national Canadian fire behaviour modelling tool based on elliptical wave propagation principles. The developed fire behaviour model was tested using spatial data from the 2001 Dogrib Fire near Nordegg Alberta, Canada. Results from the simulations of the CA and wave propagation spread models indicate comparable agreement. This study shows that the GIS-CA model can simulate realistic forest fire scenarios. The developed GIS-based modelling tool enables dynamic animation within the GIS interface. Further, this tool can be adapted to other CA-based spatio-temporal modelling applications. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:71 / 84
页数:14
相关论文
共 59 条
  • [1] Albright D., 1999, Fire Management Today, V59, P5
  • [2] MODELING THE SPREAD OF GRASS FIRES
    ANDERSON, DH
    CATCHPOLE, EA
    DEMESTRE, NJ
    PARKES, T
    [J]. JOURNAL OF THE AUSTRALIAN MATHEMATICAL SOCIETY SERIES B-APPLIED MATHEMATICS, 1982, 23 (APR): : 451 - 466
  • [3] ANDERSON KR, 2002, P 4 INT C FOR FIR RE, P6
  • [4] Andrews P.L., 1986, BEHAVE: Fire Behavior Prediction System - BURN Subsystem
  • [5] Fire modeling and information system technology
    Andrews, PL
    Queen, LP
    [J]. INTERNATIONAL JOURNAL OF WILDLAND FIRE, 2001, 10 (3-4) : 343 - 352
  • [6] [Anonymous], 1972, MATH MODEL PREDICTIN
  • [7] [Anonymous], ENVIRON PLANN B
  • [8] [Anonymous], [No title captured]
  • [9] Cellular automata models for vegetation dynamics
    Balzter, H
    Braun, PW
    Kohler, W
    [J]. ECOLOGICAL MODELLING, 1998, 107 (2-3) : 113 - 125
  • [10] FIRE SPREAD AND PERCOLATION MODELING
    BEER, T
    ENTING, IG
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 1990, 13 (11) : 77 - 96