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PROPAGATOR: An Operational Cellular-Automata Based Wildfire Simulator

机译:传播者:基于操作的蜂窝自动机基础野火模拟器

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PROPAGATOR is a stochastic cellular automaton model for forest fire spread simulation, conceived as a rapid method for fire risk assessment. The model uses high-resolution information such as topography and vegetation cover considering different types of vegetation. Input parameters are wind speed and direction and the ignition point. Dead fine fuel moisture content and firebreaks—fire fighting strategies can also be considered. The fire spread probability depends on vegetation type, slope, wind direction and speed, and fuel moisture content. The fire-propagation speed is determined through the adoption of a Rate of Spread model. PROPAGATOR simulates independent realizations of one stochastic fire propagation process, and at each time-step gives as output a map representing the probability of each cell of the domain to be affected by the fire. These probabilities are obtained computing the relative frequency of ignition of each cell. The model capabilities are assessed by reproducing a set of past Mediterranean fires occurred in different countries (Italy and Spain), using when available the real fire fighting patterns. PROPAGATOR simulated such scenarios with affordable computational resources and with short CPU-times. The outputs show a good agreement with the real burned areas, demonstrating that the PROPAGATOR can be useful for supporting decisions in Civil Protection and fire management activities.
机译:传播者是一种用于森林灭火仿真的随机蜂窝自动机模型,被认为是一种快速风险评估方法。该模型使用高分辨率信息,例如考虑不同类型的植被的地形和植被覆盖。输入参数是风速和方向和点火点。死亡燃料水分含量和防火型—也可以考虑消防策略。火传播概率取决于植被类型,坡度,风向和速度,以及燃料水分含量。通过采用展开模型来确定火传播速度。传播者模拟一个随机火灾传播过程的独立实现,并且在每个时间步骤,作为输出表示域每个单元的概率受到火灾的概率。获得计算每个小区的点火的相对频率的这些概率。通过在不同国家(意大利和西班牙)中,通过再现一套过去的地中海火灾来评估模型能力,当时使用真正的消防模式。传播者模拟了这种情况,具有实惠的计算资源和简短的CPU次数。输出与真正的烧毁区域达成了良好的一致性,表明传播者可用于支持民事保护和火灾管理活动的决策。

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