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Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System
The interaction between the solar wind and the Earth’s magnetosphere–ionosphere system is very complex, being essentially the result of the interplay between an external driver, the solar wind, and internal processes to the magnetosphere–ionosphere system. In this framework, modelling the Earth’s ma...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516727/ https://www.ncbi.nlm.nih.gov/pubmed/33286053 http://dx.doi.org/10.3390/e22030276 |
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author | Stumpo, Mirko Consolini, Giuseppe Alberti, Tommaso Quattrociocchi, Virgilio |
author_facet | Stumpo, Mirko Consolini, Giuseppe Alberti, Tommaso Quattrociocchi, Virgilio |
author_sort | Stumpo, Mirko |
collection | PubMed |
description | The interaction between the solar wind and the Earth’s magnetosphere–ionosphere system is very complex, being essentially the result of the interplay between an external driver, the solar wind, and internal processes to the magnetosphere–ionosphere system. In this framework, modelling the Earth’s magnetosphere–ionosphere response to the changes of the solar wind conditions requires a correct identification of the causality relations between the different parameters/quantities used to monitor this coupling. Nowadays, in the framework of complex dynamical systems, both linear statistical tools and Granger causality models drastically fail to detect causal relationships between time series. Conversely, information theory-based concepts can provide powerful model-free statistical quantities capable of disentangling the complex nature of the causal relationships. In this work, we discuss how to deal with the problem of measuring causal information in the solar wind–magnetosphere–ionosphere system. We show that a time delay of about 30–60 min is found between solar wind and magnetospheric and ionospheric overall dynamics as monitored by geomagnetic indices, with a great information transfer observed between the z component of the interplanetary magnetic field and geomagnetic indices, while a lower transfer is found when other solar wind parameters are considered. This suggests that the best candidate for modelling the geomagnetic response to solar wind changes is the interplanetary magnetic field component [Formula: see text]. A discussion of the relevance of our results in the framework of Space Weather is also provided. |
format | Online Article Text |
id | pubmed-7516727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75167272020-11-09 Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System Stumpo, Mirko Consolini, Giuseppe Alberti, Tommaso Quattrociocchi, Virgilio Entropy (Basel) Article The interaction between the solar wind and the Earth’s magnetosphere–ionosphere system is very complex, being essentially the result of the interplay between an external driver, the solar wind, and internal processes to the magnetosphere–ionosphere system. In this framework, modelling the Earth’s magnetosphere–ionosphere response to the changes of the solar wind conditions requires a correct identification of the causality relations between the different parameters/quantities used to monitor this coupling. Nowadays, in the framework of complex dynamical systems, both linear statistical tools and Granger causality models drastically fail to detect causal relationships between time series. Conversely, information theory-based concepts can provide powerful model-free statistical quantities capable of disentangling the complex nature of the causal relationships. In this work, we discuss how to deal with the problem of measuring causal information in the solar wind–magnetosphere–ionosphere system. We show that a time delay of about 30–60 min is found between solar wind and magnetospheric and ionospheric overall dynamics as monitored by geomagnetic indices, with a great information transfer observed between the z component of the interplanetary magnetic field and geomagnetic indices, while a lower transfer is found when other solar wind parameters are considered. This suggests that the best candidate for modelling the geomagnetic response to solar wind changes is the interplanetary magnetic field component [Formula: see text]. A discussion of the relevance of our results in the framework of Space Weather is also provided. MDPI 2020-02-28 /pmc/articles/PMC7516727/ /pubmed/33286053 http://dx.doi.org/10.3390/e22030276 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Stumpo, Mirko Consolini, Giuseppe Alberti, Tommaso Quattrociocchi, Virgilio Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System |
title | Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System |
title_full | Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System |
title_fullStr | Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System |
title_full_unstemmed | Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System |
title_short | Measuring Information Coupling between the Solar Wind and the Magnetosphere–Ionosphere System |
title_sort | measuring information coupling between the solar wind and the magnetosphere–ionosphere system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516727/ https://www.ncbi.nlm.nih.gov/pubmed/33286053 http://dx.doi.org/10.3390/e22030276 |
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