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基于两种转换函数的真实波浪参数的统计分析(英文) 被引量:2

Analysis of Ocean Wave Characteristic Distributions Modeled by Two Different Transformed Functions
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摘要 The probability distributions of wave characteristics from three groups of sampled ocean data with different significant wave heights have been analyzed using two transformation functions estimated by non-parametric and parametric methods. The marginal wave characteristic distribution and the joint density of wave properties have been calculated using the two transformations, with the results and accuracy of both transformations presented here. The two transformations deviate slightly between each other for the calculation of the crest and trough height marginal wave distributions, as well as the joint densities of wave amplitude with other wave properties. The transformation methods for the calculation of the wave crest and trough height distributions are shown to provide good agreement with real ocean data. Our work will help in the determination of the most appropriate transformation procedure for the prediction of extreme values. The probability distributions of wave characteristics from three groups of sampled ocean data with different significant wave heights have been analyzed using two transformation functions estimated by non-parametric and parametric methods. The marginal wave characteristic distribution and the joint density of wave properties have been calculated using the two transformations, with the results and accuracy of both transformations presented here. The two transformations deviate slightly between each other for the calculation of the crest and trough height marginal wave distributions, as well as the joint densities of wave amplitude with other wave properties. The transformation methods for the calculation of the wave crest and trough height distributions are shown to provide good agreement with real ocean data. Our work will help in the determination of the most appropriate transformation procedure for the prediction of extreme values.
作者 韩端锋 崔婷 昝英飞 袁利毫 丁松 李志刚 Duanfeng Han;Ting Cui;Yingfei Zan;Lihao Yuan;Song Ding;Zhigang Li
出处 《Journal of Marine Science and Application》 CSCD 2019年第3期247-259,共13页 船舶与海洋工程学报(英文版)
基金 Supported by the Marine Engineering Equipment Scientific Research Project of Ministry of Industry and Information Technology of PRC the National Science and Technology Major Project of China(Grant No.2016ZX05057020) National Natural Science Foundation of China(Grant No.51809067)
关键词 Wave characteristic DISTRIBUTIONS Transformed Gaussian process Transformed FUNCTION PARAMETRIC METHOD NON-PARAMETRIC METHOD Crossing-density FUNCTION Wave characteristic distributions Transformed Gaussian process Transformed function Parametric method Non-parametric method Crossing-density function
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