基于不同台风灾害因素联合概率分析的波高回归期分析

IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN
Guilin Liu , Bokai Yang , Zongbing Yu , Guoqing Jin
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引用次数: 0

摘要

以往应用复合极值分布计算波高设计值只关注台风频率,忽略了其他致灾因素的影响。此外,在计算回归期的过程中,现有的多元回归期计算方法往往会导致对海洋工程设计标准的高估或低估。为了综合反映不同台风灾害因素对多年重现期波高设计值的影响,本研究构建了三种多维复合极值分布模型。第一个和第二个模式分别考虑台风频率和台风强度的影响,而第三个模式同时考虑两个参数。本研究进一步以海洋工程设计寿命的危害概率为控制条件,提出了适用于不同采样方法的回归期计算公式。因为样本选择对波高设计值回归期的估计存在显著影响。最后,引入Kendall回归期,弥补联合回归期和共现回归期对危险区域高估或低估的不足。南海的实例分析表明,在计算波高设计值时,应将回归周期进行折算。第一种复合分布模式的波高设计值最大,第二种复合分布模式的波高设计值最小,第三种复合分布模式介于上述两种模式之间。同时,Kendall重现期的设计值介于联合重现期和共现重现期之间,使得波高设计值更为合理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of wave height return period based on joint probability analysis of different typhoon disaster factors
In the past, the application of composite extreme value distribution to calculate wave height design value only focused on typhoon frequency, ignoring the influence of other disaster causing factors. Additionally, in the process of calculating the return period, existing multivariate return period calculation methods commonly led to overestimation or underestimation of marine engineering design standards. In order to comprehensively reflect the influence of different typhoon disaster factors on the wave height design value of the multi-year return period, this study has constructed three types of multidimensional composite extreme value distribution models. The first and second models consider the effect of typhoon frequency and typhoon intensity separately, although the third model considers both parameters. The present investigation further proposes the calculation formula for the return period applicable to different sampling methods, using the hazard probability in the design life of marine engineering as the control condition. Because there exists the significant impact of sample selection on the estimation of the return period for wave height design value. Finally, Kendall return period is introduced to make up for the shortcomings of joint return period and co-occurrence return period in overestimating or underestimating dangerous areas. The case analysis of the South China Sea demonstrates that the return period should be converted when calculating the wave height design value. The first model of composite distribution results in the maximum wave height design value, the second one leads to the minimum design value, and the third one are located between the aforementioned two models. Meanwhile, the design value of Kendall's return period falls between the joint return period and the co-occurrence return period, which causes a more reasonable wave height design value.
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来源期刊
Applied Ocean Research
Applied Ocean Research 地学-工程:大洋
CiteScore
8.70
自引率
7.00%
发文量
316
审稿时长
59 days
期刊介绍: The aim of Applied Ocean Research is to encourage the submission of papers that advance the state of knowledge in a range of topics relevant to ocean engineering.
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