Title of article :
Analysis of daily river flow fluctuations using empirical mode decomposition and arbitrary order Hilbert spectral analysis
Author/Authors :
Yongxiang Huang، نويسنده , , Francois G. Schmitt، نويسنده , , Zhiming. Lu، نويسنده , , Yulu Liu ، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Pages :
9
From page :
103
To page :
111
Abstract :
In this paper we presented the analysis of two long time series of daily river flow data, 32 years recorded in the Seine river (France), and 25 years recorded in the Wimereux river (Wimereux, France). We applied a scale based decomposition method, namely Empirical Mode Decomposition (EMD), on these time series. The data were decomposed into several Intrinsic Mode Functions (IMF). The mean frequency of each IMF mode indicated that the EMD method acts as a filter bank. Furthermore, the cross-correlation between these IMF modes from the Seine river and Wimereux river demonstrated correlation among the large scale IMF modes, which indicates that both rivers are likely to be influenced by the same maritime climate event of Northern France. As a confirmation we found that the large scale parts have the same evolution trend. We finally applied arbitrary order Hilbert spectral analysis, a new technique coming from turbulence studies and time series analysis, on the flow discharge of the Seine river. This new method provides an amplitude–frequency representation of the original time series, giving a joint pdf image. When marginal moments of the amplitude are computed, one obtains an intermittency study in the frequency space. Applied to river flow discharge data from the Seine river, this shows the scaling range and characterizes the intermittent fluctuations over the range of scales from 4.5 to 60 days, between synoptic and intraseasonal scales.
Keywords :
Empirical mode decomposition , River flow , Hilbert spectral analysis , Intermittency , Scaling
Journal title :
Journal of Hydrology
Serial Year :
2009
Journal title :
Journal of Hydrology
Record number :
1099989
Link To Document :
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