Literature DB >> 30180615

Temporal organization of magnetospheric fluctuations unveiled by recurrence patterns in the Dst index.

Reik V Donner1, Veronika Stolbova1, Georgios Balasis2, Jonathan F Donges3, Marina Georgiou2, Stelios M Potirakis4, Jürgen Kurths1.   

Abstract

Magnetic storms constitute the most remarkable large-scale phenomena of nonlinear magnetospheric dynamics. Studying the dynamical organization of macroscopic variability in terms of geomagnetic activity index data by means of complexity measures provides a promising approach for identifying the underlying processes and associated time scales. Here, we apply a suite of characteristics from recurrence quantification analysis (RQA) and recurrence network analysis (RNA) in order to unveil some key nonlinear features of the hourly Disturbance storm-time (Dst) index during periods with magnetic storms and such of normal variability. Our results demonstrate that recurrence-based measures can serve as excellent tracers for changes in the dynamical complexity along non-stationary records of geomagnetic activity. In particular, trapping time (characterizing the typical length of "laminar phases" in the observed dynamics) and recurrence network transitivity (associated with the number of the system's effective dynamical degrees of freedom) allow for a very good discrimination between magnetic storm and quiescence phases. In general, some RQA and RNA characteristics distinguish between storm and non-storm times equally well or even better than other previously considered nonlinear characteristics like Hurst exponent or symbolic dynamics based entropy concepts. Our results point to future potentials of recurrence characteristics for unveiling temporal changes in the dynamical complexity of the magnetosphere.

Year:  2018        PMID: 30180615     DOI: 10.1063/1.5024792

Source DB:  PubMed          Journal:  Chaos        ISSN: 1054-1500            Impact factor:   3.642


  1 in total

1.  Fractal Dimension Analysis of Earth Magnetic Field during 26 August 2018 Geomagnetic Storm.

Authors:  Anna Wawrzaszek; Renata Modzelewska; Agata Krasińska; Agnieszka Gil; Vasile Glavan
Journal:  Entropy (Basel)       Date:  2022-05-14       Impact factor: 2.738

  1 in total

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