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Simulating forest fire spread and fire-fighting using cellular automata

Mutthulakshmi, K. and Wee, Megan Rui En and Wong, Yew Chong Kester and Lai, Joel Weijia and Koh, Jin Ming and Acharya, U. Rajendra and Cheong, Kang Hao (2020) Simulating forest fire spread and fire-fighting using cellular automata. Chinese Journal of Physics, 65 . pp. 642-650. ISSN 0577-9073. https://resolver.caltech.edu/CaltechAUTHORS:20200420-151809615

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Abstract

In response to the transboundary haze problem in Southeast Asia, a physical model is adopted to simulate the spread and extinguishing of fire. This study is done in the context of Dumai, Indonesia, as it is one of the areas that significantly contribute to the haze problem. This model aims to provide perspectives on the persistence of forest fires despite fire-fighting efforts. While existing models using Huygens’ principle of wave propagation allow an understanding of the natural spread of fire, our model applies cellular automata to predict and analyse the effects of fire-fighting intervention strategies, with the spatial and propagation dynamics of fire considered. Cellular automata is an active area of research among physicists, and is widely used by chemists and biologists to model many types of natural phenomena. We note similarities between our model predictions and observations of real-world phenomena. Analyses on the factors that affect the spread of fire are presented, in order to understand which ones are dominant in differing situations. This provides insights on optimum conditions for fire-fighting efforts, and suggests guidelines that may be considered for fire control in future forest fires.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1016/j.cjph.2020.04.001DOIArticle
Additional Information:© 2020 The Physical Society of the Republic of China (Taiwan). Published by Elsevier B.V. Received 25 November 2019, Revised 2 April 2020, Accepted 2 April 2020, Available online 20 April 2020.
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Funding AgencyGrant Number
SUTD-MIT International Design CentreIDG21900101
Record Number:CaltechAUTHORS:20200420-151809615
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20200420-151809615
Official Citation:K. Mutthulakshmi, Megan Rui En Wee, Yew Chong Kester Wong, Joel Weijia Lai, Jin Ming Koh, U. Rajendra Acharya, Kang Hao Cheong, Simulating forest fire spread and fire-fighting using cellular automata, Chinese Journal of Physics, Volume 65, 2020, Pages 642-650, ISSN 0577-9073, https://doi.org/10.1016/j.cjph.2020.04.001. (http://www.sciencedirect.com/science/article/pii/S0577907320300873)
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:102671
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:20 Apr 2020 23:17
Last Modified:28 May 2020 16:30

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