Long-term changes in the north-south asymmetry of solar activity: A nonlinear dynamics characterization using visibility graphs

Y. Zou, R.V. Donner, N. Marwan, Michael Small, J. Kurths

    Research output: Contribution to journalArticle

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    Abstract

    © Author(s) 2014. Solar activity is characterized by complex dynamics superimposed onto an almost periodic, approximately 11-year cycle. One of its main features is the presence of a marked, time-varying hemispheric asymmetry, the deeper reasons for which have not yet been completely uncovered. Traditionally, this asymmetry has been studied by considering amplitude and phase differences. Here, we use visibility graphs, a novel tool of nonlinear time series analysis, to obtain complementary information on hemispheric asymmetries in dynamical properties. Our analysis provides deep insights into the potential and limitations of this method, revealing a complex interplay between factors relating to statistical and dynamical properties, i.e., effects due to the probability distribution and the regularity of observed fluctuations. We demonstrate that temporal changes in the hemispheric predominance of the graph properties lag those directly associated with the total hemispheric sunspot areas. Our findings open a new dynamical perspective on studying the north-south sunspot asymmetry, which is to be further explored in future work.
    Original languageEnglish
    Pages (from-to)1113-1126
    Number of pages14
    JournalNonlinear Processes in Geophysics
    Volume21
    Issue number6
    DOIs
    Publication statusPublished - 24 Nov 2014

    Fingerprint

    Time series analysis
    solar activity
    long-term change
    visibility
    Visibility
    Probability distributions
    asymmetry
    sunspots
    sunspot
    time series analysis
    regularity
    time lag
    cycles

    Cite this

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    title = "Long-term changes in the north-south asymmetry of solar activity: A nonlinear dynamics characterization using visibility graphs",
    abstract = "{\circledC} Author(s) 2014. Solar activity is characterized by complex dynamics superimposed onto an almost periodic, approximately 11-year cycle. One of its main features is the presence of a marked, time-varying hemispheric asymmetry, the deeper reasons for which have not yet been completely uncovered. Traditionally, this asymmetry has been studied by considering amplitude and phase differences. Here, we use visibility graphs, a novel tool of nonlinear time series analysis, to obtain complementary information on hemispheric asymmetries in dynamical properties. Our analysis provides deep insights into the potential and limitations of this method, revealing a complex interplay between factors relating to statistical and dynamical properties, i.e., effects due to the probability distribution and the regularity of observed fluctuations. We demonstrate that temporal changes in the hemispheric predominance of the graph properties lag those directly associated with the total hemispheric sunspot areas. Our findings open a new dynamical perspective on studying the north-south sunspot asymmetry, which is to be further explored in future work.",
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    Long-term changes in the north-south asymmetry of solar activity: A nonlinear dynamics characterization using visibility graphs. / Zou, Y.; Donner, R.V.; Marwan, N.; Small, Michael; Kurths, J.

    In: Nonlinear Processes in Geophysics, Vol. 21, No. 6, 24.11.2014, p. 1113-1126.

    Research output: Contribution to journalArticle

    TY - JOUR

    T1 - Long-term changes in the north-south asymmetry of solar activity: A nonlinear dynamics characterization using visibility graphs

    AU - Zou, Y.

    AU - Donner, R.V.

    AU - Marwan, N.

    AU - Small, Michael

    AU - Kurths, J.

    PY - 2014/11/24

    Y1 - 2014/11/24

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    AB - © Author(s) 2014. Solar activity is characterized by complex dynamics superimposed onto an almost periodic, approximately 11-year cycle. One of its main features is the presence of a marked, time-varying hemispheric asymmetry, the deeper reasons for which have not yet been completely uncovered. Traditionally, this asymmetry has been studied by considering amplitude and phase differences. Here, we use visibility graphs, a novel tool of nonlinear time series analysis, to obtain complementary information on hemispheric asymmetries in dynamical properties. Our analysis provides deep insights into the potential and limitations of this method, revealing a complex interplay between factors relating to statistical and dynamical properties, i.e., effects due to the probability distribution and the regularity of observed fluctuations. We demonstrate that temporal changes in the hemispheric predominance of the graph properties lag those directly associated with the total hemispheric sunspot areas. Our findings open a new dynamical perspective on studying the north-south sunspot asymmetry, which is to be further explored in future work.

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