Journal of Tropical Oceanography ›› 2020, Vol. 39 ›› Issue (3): 31-41.doi: 10.11978/2019071CSTR: 32234.14.2019071

• Marine Meteorology • Previous Articles     Next Articles

Risk assessment of extreme typhoon disasters based on information diffusion technology

Hexiang LIU(), Yaojian LU, Meng WANG, Guangtao LI   

  1. School of Mathematics and Statistical Sciences, Nanning Normal University, Nanning 530029, China
  • Received:2019-08-13 Revised:2019-10-24 Online:2020-05-10 Published:2020-05-19
  • Contact: Hexiang LIU E-mail:hx_post@163.com
  • Supported by:
    This work is supported by the National Natural Science Foundation of China(41665006);This work is supported by the National Natural Science Foundation of China(11561009);Guangxi Key Research and Development Program(AB19110020)

Abstract:

Based on 12 cases of extreme landfalling typhoon disasters in South China from 2005 to 2016, extreme landfalling typhoon disaster risk assessment in South China was carried out by considering the vulnerability of disaster bearers and the ability of disaster prevention and mitigation. First, based on the grey relational degree of each index, the risk index, vulnerability index and disaster prevention and mitigation ability index of extreme typhoons in South China are constructed. Then, according to the mathematical expression of disaster risk, based on the system weight determined by analytic hierarchy process, an extreme typhoon disaster risk index in South China is constructed. Next, the original information matrix, fuzzy relation matrix and factor space theory are constructed by using two-dimensional normal diffusion technology. In this paper, the fuzzy approximate reasoning is carried out to obtain the risk estimate value of the direct economic loss index estimated by the risk index approximately. Finally, the super probability evaluation model is used to evaluate direct economic loss rate of each extreme typhoon. The results show that the constructed risk index is in good agreement with the actual situation, and the calculated risk estimate is consistent with the change trend of direct economic loss index, the mean square error is 0.20, and the correlation coefficient is 0.78 The results also show that the direct economic loss rate caused by extreme typhoons is 0.1%, which means it has become the normal risk, the transcendence probability and direct economy loss rate of extreme typhoon disaster in South China shows a good linear relationship.

Key words: extreme typhoon, risk index, normal diffusion technique, fuzzy inference, exceedance probability