首页 | 本学科首页   官方微博 | 高级检索  
     


Analysis of velocity fluctuations and their intermittency properties in the surf zone using empirical mode decomposition
Authors:Fran  ois G. Schmitt, Yongxiang Huang, Zhiming Lu, Yulu Liu,Nicolas Fernandez
Affiliation:aLaboratory of Oceanography and Geosciences, CNRS UMR LOG 8187, University of Science and Technology of Lille-Lille 1, Wimereux Marine Station, 28 Avenue Foch, 62930 Wimereux, France;bShanghai Institute of Applied Mathematics and Mechanics, Shanghai University, 200072 Shanghai, China
Abstract:
We consider here surf zone turbulence measurements, recorded in the Eastern English Channel using a sonic anemometer. In order to characterize the intermittent properties of their fluctuations at many time scales, we analyze the experimental time series using the Empirical Mode Decomposition (EMD) method. The series is decomposed into a sum of modes, each one narrow-banded, and we show that some modes are associated with the energy containing wave breaking scales, and other modes are associated with small-scale intermittent fluctuations. We use the EMD approach in association with a newly developed method based on Hilbert spectral analysis, representing the probability density function in an amplitude–frequency space. We then characterize the fluctuations in a stochastic framework using a cumulant generating function for all scales, and compare the results obtained from direct and classical structure function analysis, to EMD–Hilbert spectral analysis results, showing that the former method saturates at large scales, whereas the latter method is more precise in its scale approach. These results show the strength of the new EMD–Hilbert spectral analysis method for data presenting a strong forcing such as found in shallow water, wave dominated situations.
Keywords:Surf zone turbulence   Empirical Mode Decomposition   Intermittency   Cumulant generating function
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号