Risk Level Assessment of Typhoon Hazard Based on Loss Utility

Author:

Liu Guilin1,Yang Bokai1,Nong Xiuxiu1,Kou Yi2,Wu Fang3,Zhao Daniel4,Yu Pubing5

Affiliation:

1. College of Engineering, Ocean University of China, Qingdao 266100, China

2. Dornsife College, University of Southern California, Los Angeles, CA 90089, USA

3. Statistics and Applied Probability, University of California Santa Barbara, Santa Barbara, CA 93106, USA

4. Department of Mathematics, Harvard University, Cambridge, MA 02138, USA

5. Zhejiang Institute of Hydraulics & Estuary, Hangzhou 310020, China

Abstract

In the context of climate change with frequent natural disasters, disaster risk assessment can provide great help for related risk decision-making. Based on the theory of loss expectation, this paper presents a quantitative method to assess typhoon disaster risk. Among them, the probability of typhoon occurrence is calculated by fitting the optimal structure function of the sample to the joint distribution of wave height, water increment and wind speed. Then, the loss expectation is expressed as the product of typhoon occurrence probability and loss utility, which is used to quantify the loss result of a typhoon disaster. Using the loss utility theory, the risk grade chart is drawn with the direct economic loss rate and the proportion of the affected population as indicators. The results show that the absolute loss value considering the loss utility is slightly higher than the loss value of the quantitative algorithm by 2% to 25%, indicating that the new model reflects the social group’s aversion to typhoon disaster risk. As can be seen from the risk level zoning map, the highest combined risk level typhoons are Prapiroon 0606 and Chanthu 1003, with a risk level of Category 5. The typhoon comprehensive risk level before 2011 was ≥3, and the typhoon comprehensive risk level from 2012 to 2015 was ≤3. The evaluation model has certain feasibility and practicability, and the results can provide a basis and reference for typhoon risk assessment and decision-making.

Funder

National Natural Science Foundation of China

Natural Science Foundation of Shandong Province

Publisher

MDPI AG

Subject

Ocean Engineering,Water Science and Technology,Civil and Structural Engineering

Cited by 1 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. Quantitative Assessment of Typhoon Disaster Risk at County Level;Journal of Marine Science and Engineering;2024-09-04

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