Title :
Multi-scale recurrence analysis of complex temporal-spatial system
Author_Institution :
Yunnan Obs., Kunming, China
Abstract :
The Sun exhibits a complex spatial and temporal chaotic behavior, and can be descried by a goal of observing solar phenomena.This study is an attempt to investigate the short-, mid- and long-term periodicities by analysing the time-series of coronal index for the time interval from 1 January 1939 to 31 December 2008. By means of the combination of empirical mode decomposition (EMD) and morlet wavelet transform (MWT) tools, the analysis results show the existence of a variety of prominent short- and mid-term periodicities in coronal index. Apart from the 11-year Schwabe cycle and the 22-year magnetic cycle which are the fundamental periodicities and are found in this solar indicator, the rotational periodicities of 26.4 and 29.44 days, the annual variation, and the near-three years periodicity are also observed. In addition, the 17-year periodicity corresponding to “solar full-disk activity cycle” is observed. Our study shows that the combination of EMD and MWT techniques for the periodic analysis of solar-, space-, and terrestrial- time series is fairly powerful.
Keywords :
astronomical techniques; chaos; solar activity; solar corona; spatiotemporal phenomena; time series; wavelet transforms; EMD technique; MWT techniques; Schwabe cycle; Sun; complex spatial-temporal chaotic behavior; complex temporal-spatial system; coronal index; empirical mode decomposition; magnetic cycle; mid-term periodicity; morlet wavelet transform; multiscale recurrence analysis; short-term periodicity; solar full-disk activity cycle; solar indicator; solar phenomena; time 26.4 day; time 29.44 day; time-series; Corona; Green products; Indexes; Sun; Wavelet analysis; Wavelet transforms; Complex Control System; Information Processing; Morlet Wavelet Transform; Time Series Analysis; empirical mode decomposition;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896226