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• W2380170086 abstract "Ensemble empirical mode decomposition(EEMD)method has been developed suitable for nonlinear and non-stationary signal analysis and it has been proved powerful tool in the long time series analysis.Compared with the wavelet analysis,though the scaling mode of the EEMD method is similar to wavelet transform,the signal resolutions in different frequency domains do not decrease by downsampling.In addition,compared with the EMD method widely used in climate change analysis,EEMD method also solves the problem of mode mixing and it is a good method of screening large-scale circulation and non-linear trend.With the EEMD method,the signal is decomposed into several intrinsic mode functions(IMFs)and the frequencies of IMFs are arranged in decrease order(high to low)after the EEMD processing.When the EEMD method applies to the time series of climate factors,the real climate change signal can be extracted.Specifically,the intrinsic time scale of climate change can be gotten with EEMD method,it is helpful to identify the trend of climate change.Furthermore,for non-stationary time series,EEMD method can not only isolated inter-annual and inter-decade trend from several years of observation sequence,but also separated the general trend of climate change from the time series of climate observation.Therefore,it is helpful to explore the problem of global climate change.In this study,based on daily precipitation time series from 5 Meiyu monitoring stations in the middle-lower reaches of the Yangtze River basin from 1961 to 2012,the multi-scales characteristics of annual Meiyu were analyzed using EEMD method,and oscillation modal structure characteristics at different time scales were also investigated.We propose the EEMD method to decompose the Meiyu series in the middle-lower reaches of the Yangtze River basin during 1961-2012 into several IMFs,then extract the information and get the characteristics of multi-scales.Results indicated that in the last more than 50 years,Meiyu change in the middle and lower reaches of the Yangtze River have shown the obvious oscillation characteristics of interannual and inter-decadal scales.It exited 3aand 6aquasi-periodic changes at inter-annual scale,whereas13 aand 24aquasi-periodic changed at decadal scale.The variance contribution rates of each IMF show that inter-annual oscillation was dominant in longer-term Meiyu change.The Meiyu in the middle and lower reaches of the Yangtze River overall presented invertedUshaped trend,that is to say rose first,and then decreased over time.The Meiyu series during 1961-1985 exhibited upward trends,while during1985-2012 revealed a downward trend,the downward trend after 2000 was most obvious.Therefore,EEMD method can effectively reveal variation of long-term Meiyu sequence at different time scales and can be used for the diagnosis of nonlinear and non-stationary signal change of complexity." @default.
• W2380170086 created "2016-06-24" @default.
• W2380170086 creator A5084979087 @default.
• W2380170086 date "2015-01-01" @default.
• W2380170086 modified "2023-09-28" @default.
• W2380170086 title "APPLICATION OF ENSEMBLE EMPIRICAL MODE DECOMPOSITION METHOD IN MULTISCALE ANALYSIS OF MEIYU IN MIDDLE-LOWER REACHES OF YANGTZE RIVER" @default.
• W2380170086 hasPublicationYear "2015" @default.
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