首页> 外文会议>Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International >Simulating wildfire spreading processes in a spatially heterogeneous landscapes using an improved cellular automaton model
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Simulating wildfire spreading processes in a spatially heterogeneous landscapes using an improved cellular automaton model

机译:使用改进的元胞自动机模型在空间异质景观中模拟野火蔓延过程

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A better understanding of wildfire spreading processes is expected both for long-term wildfire management planning and effective suppression strategies so that wildfires-caused losses in natural resources, endangered species, human lives and properties can be reduced. The cellular automaton (CA) method is useful and powerful for modeling natural and artificial systems in which the constituent parts are locally and tightly interacted. The temporal and spatial characteristics of wildfires make the CA method a preferred choice to model the temporal and spatial variability. In this study, hexagonal tessellation space was used to develop a CA model and then the Rothermers fire spreading model (1972) was integrated to the CA model to simulate wildfire-spreading processes spatially and temporally. The hexagon-based wildfire spreading CA model was verified with the experimental data and also tested using the data obtained in the southern part of Gansu province (China), and the comparison between the simulated results and observed data suggests that this CA-based model can be used to provide useful information for managing wildfires over heterogeneous landscapes.
机译:期望对野火蔓延过程有更好的了解,以便进行长期的野火管理规划和有效的抑制策略,从而可以减少由野火引起的自然资源,濒危物种,人类生命和财产的损失。元胞自动机(CA)方法对于对组成部分局部且紧密相互作用的自然系统和人工系统进行建模非常有用且功能强大。野火的时空特征使CA方法成为模拟时空变化的首选方法。在这项研究中,使用六边形镶嵌空间建立了一个CA模型,然后将Rothermers火势蔓延模型(1972)集成到CA模型中,以时空模拟野火蔓延过程。通过实验数据验证了基于六边形的野火扩散CA模型,并使用了在甘肃南部地区(中国)获得的数据进行了测试,模拟结果与观察到的数据之间的比较表明,该基于CA的模型可以可用于提供有用的信息,以管理异类景观上的野火。

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