Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties

Understanding the complex behavior of the near-Earth electromagnetic environment is one of the main challenges of Space Weather studies. This includes both the correct characterization of the different physical mechanisms responsible for its configuration and dynamics as well as the efforts which ar...

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Main Authors: Alberti Tommaso, Lekscha Jaqueline, Consolini Giuseppe, De Michelis Paola, Donner Reik V.
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:Journal of Space Weather and Space Climate
Subjects:
Online Access:https://www.swsc-journal.org/articles/swsc/full_html/2020/01/swsc190069/swsc190069.html
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spelling doaj-ff57535411da4062aa7dbcd3aa4275ea2021-04-02T10:32:11ZengEDP SciencesJournal of Space Weather and Space Climate2115-72512020-01-01102510.1051/swsc/2020026swsc190069Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence propertiesAlberti Tommaso0https://orcid.org/0000-0001-6096-0220Lekscha Jaquelinehttps://orcid.org/0000-0001-7514-2108Consolini Giuseppe1https://orcid.org/0000-0002-3403-647XDe Michelis Paola2https://orcid.org/0000-0002-2708-0739Donner Reik V.https://orcid.org/0000-0001-7023-6375INAF-Istituto di Astrofisica e Planetologia SpazialiINAF-Istituto di Astrofisica e Planetologia SpazialiIstituto Nazionale di Geofisica e VulcanologiaUnderstanding the complex behavior of the near-Earth electromagnetic environment is one of the main challenges of Space Weather studies. This includes both the correct characterization of the different physical mechanisms responsible for its configuration and dynamics as well as the efforts which are needed for a correct forecasting of several phenomena. By using a nonlinear multi-scale dynamical systems approach, we provide here new insights into the scale-to-scale dynamical behavior of both quiet and disturbed periods of geomagnetic activity. The results show that a scale-dependent dynamical transition occurs when moving from short to long timescales, i.e., from fast to slow dynamical processes, the latter being characterized by a more regular behavior, while more dynamical anomalies are found in the behavior of the fast component. This suggests that different physical processes are typical for both dynamical regimes: the fast component, being characterized by a more chaotic and less predictable behavior, can be related to the internal dynamical state of the near-Earth electromagnetic environment, while the slow component seems to be less chaotic and associated with the directly driven processes related to the interplanetary medium variability. Moreover, a clear difference has been found between quiet and disturbed periods, the former being more complex than the latter. These findings support the view that, for a correct forecasting in the framework of Space Weather studies, more attention needs to be devoted to the identification of proxies describing the internal dynamical state of the near-Earth electromagnetic environment.https://www.swsc-journal.org/articles/swsc/full_html/2020/01/swsc190069/swsc190069.htmlearth’s magnetospheric dynamicsgeomagnetic storms and substormsempirical mode decompositionrecurrence analysisgeomagnetic indices
collection DOAJ
language English
format Article
sources DOAJ
author Alberti Tommaso
Lekscha Jaqueline
Consolini Giuseppe
De Michelis Paola
Donner Reik V.
spellingShingle Alberti Tommaso
Lekscha Jaqueline
Consolini Giuseppe
De Michelis Paola
Donner Reik V.
Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
Journal of Space Weather and Space Climate
earth’s magnetospheric dynamics
geomagnetic storms and substorms
empirical mode decomposition
recurrence analysis
geomagnetic indices
author_facet Alberti Tommaso
Lekscha Jaqueline
Consolini Giuseppe
De Michelis Paola
Donner Reik V.
author_sort Alberti Tommaso
title Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
title_short Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
title_full Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
title_fullStr Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
title_full_unstemmed Disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
title_sort disentangling nonlinear geomagnetic variability during magnetic storms and quiescence by timescale dependent recurrence properties
publisher EDP Sciences
series Journal of Space Weather and Space Climate
issn 2115-7251
publishDate 2020-01-01
description Understanding the complex behavior of the near-Earth electromagnetic environment is one of the main challenges of Space Weather studies. This includes both the correct characterization of the different physical mechanisms responsible for its configuration and dynamics as well as the efforts which are needed for a correct forecasting of several phenomena. By using a nonlinear multi-scale dynamical systems approach, we provide here new insights into the scale-to-scale dynamical behavior of both quiet and disturbed periods of geomagnetic activity. The results show that a scale-dependent dynamical transition occurs when moving from short to long timescales, i.e., from fast to slow dynamical processes, the latter being characterized by a more regular behavior, while more dynamical anomalies are found in the behavior of the fast component. This suggests that different physical processes are typical for both dynamical regimes: the fast component, being characterized by a more chaotic and less predictable behavior, can be related to the internal dynamical state of the near-Earth electromagnetic environment, while the slow component seems to be less chaotic and associated with the directly driven processes related to the interplanetary medium variability. Moreover, a clear difference has been found between quiet and disturbed periods, the former being more complex than the latter. These findings support the view that, for a correct forecasting in the framework of Space Weather studies, more attention needs to be devoted to the identification of proxies describing the internal dynamical state of the near-Earth electromagnetic environment.
topic earth’s magnetospheric dynamics
geomagnetic storms and substorms
empirical mode decomposition
recurrence analysis
geomagnetic indices
url https://www.swsc-journal.org/articles/swsc/full_html/2020/01/swsc190069/swsc190069.html
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AT consolinigiuseppe disentanglingnonlineargeomagneticvariabilityduringmagneticstormsandquiescencebytimescaledependentrecurrenceproperties
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