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Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System
An information-theoretic approach for detecting causality and information transfer is used to identify interactions of solar activity and interplanetary medium conditions with the Earth’s magnetosphere–ionosphere systems. A causal information transfer from the solar wind parameters to geomagnetic in...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8064447/ https://www.ncbi.nlm.nih.gov/pubmed/33806048 http://dx.doi.org/10.3390/e23040390 |
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author | Manshour, Pouya Balasis, Georgios Consolini, Giuseppe Papadimitriou, Constantinos Paluš, Milan |
author_facet | Manshour, Pouya Balasis, Georgios Consolini, Giuseppe Papadimitriou, Constantinos Paluš, Milan |
author_sort | Manshour, Pouya |
collection | PubMed |
description | An information-theoretic approach for detecting causality and information transfer is used to identify interactions of solar activity and interplanetary medium conditions with the Earth’s magnetosphere–ionosphere systems. A causal information transfer from the solar wind parameters to geomagnetic indices is detected. The vertical component of the interplanetary magnetic field ([Formula: see text]) influences the auroral electrojet (AE) index with an information transfer delay of 10 min and the geomagnetic disturbances at mid-latitudes measured by the symmetric field in the H component (SYM-H) index with a delay of about 30 min. Using a properly conditioned causality measure, no causal link between AE and SYM-H, or between magnetospheric substorms and magnetic storms can be detected. The observed causal relations can be described as linear time-delayed information transfer. |
format | Online Article Text |
id | pubmed-8064447 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80644472021-04-24 Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System Manshour, Pouya Balasis, Georgios Consolini, Giuseppe Papadimitriou, Constantinos Paluš, Milan Entropy (Basel) Article An information-theoretic approach for detecting causality and information transfer is used to identify interactions of solar activity and interplanetary medium conditions with the Earth’s magnetosphere–ionosphere systems. A causal information transfer from the solar wind parameters to geomagnetic indices is detected. The vertical component of the interplanetary magnetic field ([Formula: see text]) influences the auroral electrojet (AE) index with an information transfer delay of 10 min and the geomagnetic disturbances at mid-latitudes measured by the symmetric field in the H component (SYM-H) index with a delay of about 30 min. Using a properly conditioned causality measure, no causal link between AE and SYM-H, or between magnetospheric substorms and magnetic storms can be detected. The observed causal relations can be described as linear time-delayed information transfer. MDPI 2021-03-25 /pmc/articles/PMC8064447/ /pubmed/33806048 http://dx.doi.org/10.3390/e23040390 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Manshour, Pouya Balasis, Georgios Consolini, Giuseppe Papadimitriou, Constantinos Paluš, Milan Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System |
title | Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System |
title_full | Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System |
title_fullStr | Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System |
title_full_unstemmed | Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System |
title_short | Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System |
title_sort | causality and information transfer between the solar wind and the magnetosphere–ionosphere system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8064447/ https://www.ncbi.nlm.nih.gov/pubmed/33806048 http://dx.doi.org/10.3390/e23040390 |
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