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Forest fire modeling using cellular automata and percolation threshold analysis | IEEE Conference Publication | IEEE Xplore

Forest fire modeling using cellular automata and percolation threshold analysis


Abstract:

Multi-state probabilistic cellular automata are developed for forest fire modeling. We propose a forest fire dynamics model considering intensities of fires as multiple s...Show More

Abstract:

Multi-state probabilistic cellular automata are developed for forest fire modeling. We propose a forest fire dynamics model considering intensities of fires as multiple states and having the probability that fire spread depends on the states of the neighboring cells. Furthermore, the idea of percolation threshold is introduced to characterize the strength of the fire propagation. Specifically, we propose a new method to derive the critical probability, below which forest fires do not expand to infinitely large area, using percolation theory and mean-field approximation.
Date of Conference: 29 June 2011 - 01 July 2011
Date Added to IEEE Xplore: 18 August 2011
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Conference Location: San Francisco, CA, USA

References

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