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China’s tropical cyclone disaster risk source analysis based on the gray density clustering

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  • L. Zhang
  • H. Zhu
  • X. Sun

Abstract

In recent years, tropical cyclones on the Pacific Northwest have decreased. We cannot infer that tropical cyclones impact China have reduced, because the Pacific Northwest is not homogeneous, and the variation characteristics of tropical cyclones in different sea areas are not clear. This paper uses gray relational density clustering algorithm to cluster tropical cyclone data sets between 1949 and 2008, according to the generated position of tropical cyclones, generated density and the possibility of landing. The Pacific Northwest is divided into different sea areas. Then, we analyze the risk of tropical cyclones generated in these sea areas. The results show that the probability of tropical cyclones landing generated in some sea areas is very high, reached 74 %, but the probability of tropical cyclones landing generated in other sea areas is only 2 %. Tropical cyclones generated in some sea areas are more likely to develop into typhoons, strong typhoons and so on, but the intensity of tropical cyclones generated in other sea areas is lower, there is little risk for China. Finally, according to the climate change stage trends, we divide the period 1949–2008 into three stages and analyze the tropical cyclone risk of each sea areas. Copyright Springer Science+Business Media Dordrecht 2014

Suggested Citation

  • L. Zhang & H. Zhu & X. Sun, 2014. "China’s tropical cyclone disaster risk source analysis based on the gray density clustering," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 71(2), pages 1053-1065, March.
    • Handle: RePEc:spr:nathaz:v:71:y:2014:i:2:p:1053-1065
    DOI: 10.1007/s11069-013-0700-4
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    1. Suraje Dessai, 2003. "The special climate change fund: origins and prioritisation assessment," Climate Policy, Taylor & Francis Journals, vol. 3(3), pages 295-302, September.
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