元胞自动机在森林火灾模拟中的应用OACHSSCD

Cellular automaton(CA)is a discrete mathematical model based on evolutionary rules of neighboring cellular state,which is commonly used to simulate the uncertainty and stochasticity of complex system dynamics.It is able to address the limitations of traditional methods in studying forest fires,particularly the challenges in modeling complex spatiotemporal dynamics.This paper reviews the application of cellular automaton across the three dimensions of dynamic simulation and prediction of forest fire spread,optimized design of forest fire prevention strategies,and post-fire ecological impact assessment and recovery simulation,and discusses the advantages and limitations of cellular automaton.Future research should emphasize the research on mechanism elucidation,data fusion,and ecosystem stability,with the aim of providing a reference for advancing the development and application of cellular automaton in forest fire management simulation and prevention,post-fire recovery,etc.