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Nonlinear Dynamics Recognition in Solar Time Series Based on Recurrence Plot Techniques
Deng LH(邓林华)1,2,3
Source Publication2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015
2015
Pages845-849
DOI10.1109/ICISCE.2015.192
Author of SourceLi, SZ; Dai, Y; Cheng, Y
Contribution Rank第1完成单位
Indexed ByEI ; CPCI
Conference Name2nd International Conference on Information Science and Control Engineering
Conference Date2015-04-24
Conference PlaceShanghai, PEOPLES R CHINA
Conference SponsorTongji Univ; Univ Texas San Antonio; Univ Hull; Xiamen Univ; China Jiliang Univ; Future Univ Hakodate; Hunan Univ Humanities, Sci & Techno; Iwate Prefectural Univ
KeywordInformation Processing Time Series Analysis Nonlinear Dynamics Recognition Cross-recurrence Plot
Abstract

Recurrence is a fundamental property of many nonlinear dynamical systems, which can be exploited to characterize such dynamical system's intrinsically behaviour in the phase space. The recurrence plot is a powerful and sensitive approach to quantify the nonlinear interaction of the two complex systems due to their coupling. As an example of typical data sets where the recurrence based methods have proven powerful, we apply two modern nonlinear approaches, including cross-recurrence plot and line of synchronization, to analyze the phase asynchrony between coronal index and sunspot numbers during the time interval from January 1939 to December 2008. It is found that, (1) the average value of their phase lags is about -10 months, implying that coronal index lags behind sunspot numbers during the considered time interval, (2) their phase relationship is not a simply linear relation, although they are highly correlated with each other. Our analysis results indicate that modern nonlinear approaches for the phase analysis between different time series are fairly useful and powerful.

Funding ProjectNational Natural Science Foundation of China(NSFC)[11463003] ; Opening Project of Key Laboratory of Astronomical Optics & Technology, Nanjing Institute of Astronomical Optics & Technology, Chinese Academy of Sciences[CAS-KLAOTKF201304]
Funding OrganizationNational Natural Science Foundation of China(NSFC) ; Opening Project of Key Laboratory of Astronomical Optics & Technology, Nanjing Institute of Astronomical Optics & Technology, Chinese Academy of Sciences
Language英语
Subject Area天文学 ; 太阳与太阳系 ; 太阳物理学
MOST Discipline Catalogue理学 ; 理学::天文学
SubtypeProceedings Paper
PublisherIEEE
Publication Place345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN978-1-4673-6850-6
URL查看原文
Archive Date2015-11-20
WOS IDWOS:000380392400183
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic ; Engineering
WOS KeywordSunspot Activity ; Quantification Analysis ; Systems ; Periodicities ; Statistics ; Cycles ; Sun
EI Accession Number20153201154661
EI KeywordsTime Series Analysis
EI Classification Number723.2data Processing And Image Processing - 921mathematics - 922.2mathematical Statistics - 961systems Science
Citation statistics
Document Type会议论文
Identifierhttp://ir.ynao.ac.cn/handle/114a53/9673
Collection抚仙湖太阳观测站
Corresponding AuthorDeng LH(邓林华)
Affiliation1.Yunnan Observatories, Chinese Academy of Sciences, Kunming 650011, China
2.Key Laboratory of Astronomical Optics & Technology, Nanjing Institute of Astronomical Optics & Technology, Chinese Academy of Sciences, Nanjing 210042, China
3.University of Chinese Academy of Sciences, Beijing 100049, China
First Author AffilicationYunnan Observatories, Chinese Academy of Sciences
Corresponding Author AffilicationYunnan Observatories, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Deng LH. Nonlinear Dynamics Recognition in Solar Time Series Based on Recurrence Plot Techniques[C]//Li, SZ; Dai, Y; Cheng, Y. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2015:845-849.
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