Forest fire modeling and analysis based on K-means clustering algorithm and time series forecasting

Author:

Li Yuanwei1,Zhang Sikui1,Fu Guoyi2

Affiliation:

1. the School of Computer and Network Security(Oxford Brooks College), Chengdu University of Technology, China

2. the School of Mathematical Sciences, Sichuan Normal University, China

Publisher

ACM

Reference7 articles.

1. Bowman , D. M. , Kolden , C. A. , Abatzoglou , J. T. , Johnston , F. H. , van der Werf , G. R. , & Flannigan , M. ( 2020 ). Vegetation fires in the Anthropocene. Nature Reviews Earth & Environment, 1(10), 500-515 . Bowman, D. M., Kolden, C. A., Abatzoglou, J. T., Johnston, F. H., van der Werf, G. R., & Flannigan, M. (2020). Vegetation fires in the Anthropocene. Nature Reviews Earth & Environment, 1(10), 500-515.

2. Woodward , C. , & Haines , H. A. ( 2020 ). Unprecedented long-distance transport of macroscopic charcoal from a large, intense forest fire in eastern Australia: Implications for fire history reconstruction. The Holocene, 30(7), 947-952 . Woodward, C., & Haines, H. A. (2020). Unprecedented long-distance transport of macroscopic charcoal from a large, intense forest fire in eastern Australia: Implications for fire history reconstruction. The Holocene, 30(7), 947-952.

3. Zhang , G. , Li , Y. , & Deng , X. ( 2020 ). K-means clustering-based electrical equipment identification for smart building application. Information, 11(1), 2 Zhang, G., Li, Y., & Deng, X. (2020). K-means clustering-based electrical equipment identification for smart building application. Information, 11(1), 2

4. Ahmed , M. , Seraj , R. , & Islam , S. M. S. ( 2020 ). The k-means algorithm: a comprehensive survey and performance evaluation. Electronics, 9(8), 1295 . Ahmed, M., Seraj, R., & Islam, S. M. S. (2020). The k-means algorithm: a comprehensive survey and performance evaluation. Electronics, 9(8), 1295.

5. Parpinelli , R. S. , Lopes , H. S. , & Freitas , A. A. ( 2002 ). An ant colony algorithm for classification rule discovery. In Data mining: A heuristic approach (pp. 191-208). IGI Global . Parpinelli, R. S., Lopes, H. S., & Freitas, A. A. (2002). An ant colony algorithm for classification rule discovery. In Data mining: A heuristic approach (pp. 191-208). IGI Global.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Assessing forest fire dynamics and risk zones in Central Indian forests: a comparative study of the Khandwa and North Betul forest divisions of Madhya Pradesh;Environmental Monitoring and Assessment;2024-08-14

2. Spatial Hotspot Data and Weather for Forest Fire Data Clustering;2022 5th International Conference on Information and Communications Technology (ICOIACT);2022-08-24

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