DocumentCode
2441105
Title
The application of multivariate compound extreme value distribution to the long-term risk analysis of typhoon disaster
Author
Pang, Liang ; Zhang, Ye ; Liu, Defu
Author_Institution
Coll. of Eng., Ocean Univ. of China, Qingdao, China
fYear
2011
fDate
24-26 June 2011
Firstpage
834
Lastpage
837
Abstract
The research of long-term risk analysis method of typhoon disaster is always the interesting topic of science and engineering. Traditional approach is using univariate probability model based on yearly maximum sampling to describe the characteristics parameters of typhoon. According to the probability analysis results, typhoon samples can be generated by using Monte Carlo method. And long-term risk of typhoon disaster with some return period is calculated. The annual typhoon frequency and correlations among different key parameters of typhoon are considered in the new model. The model is applied to the long-term risk analysis of typhoon disaster along coastal of China, and shows the reasonable results.
Keywords
Monte Carlo methods; disasters; probability; risk analysis; storms; China coastal area; Monte Carlo method; annual typhoon frequency; long-term risk analysis method; multivariate compound extreme value distribution; probability analysis; typhoon disaster analysis; univariate probability model; Analytical models; Hurricanes; Risk analysis; Sea measurements; Stochastic processes; Typhoons; Wind speed; Multivariate compound extreme value distribution; Probability model; Risk analysis; Stochastic simulation; Typhoon disaster;
fLanguage
English
Publisher
ieee
Conference_Titel
Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-9172-8
Type
conf
DOI
10.1109/RSETE.2011.5964407
Filename
5964407
Link To Document