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      New perspectives in the study of the Earth’s magnetic field and climate connection: The use of transfer entropy

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          Abstract

          The debated question on the possible relation between the Earth’s magnetic field and climate has been usually focused on direct correlations between different time series representing both systems. However, the physical mechanism able to potentially explain this connection is still an open issue. Finding hints about how this connection could work would suppose an important advance in the search of an adequate physical mechanism. Here, we propose an innovative information-theoretic tool, i.e. the transfer entropy, as a good candidate for this scope because is able to determine, not simply the possible existence of a connection, but even the direction in which the link is produced. We have applied this new methodology to two real time series, the South Atlantic Anomaly (SAA) area extent at the Earth’s surface (representing the geomagnetic field system) and the Global Sea Level (GSL) rise (for the climate system) for the last 300 years, to measure the possible information flow and sense between them. This connection was previously suggested considering only the long-term trend while now we study this possibility also in shorter scales. The new results seem to support this hypothesis, with more information transferred from the SAA to the GSL time series, with about 90% of confidence level. This result provides new clues on the existence of a link between the geomagnetic field and the Earth’s climate in the past and on the physical mechanism involved because, thanks to the application of the transfer entropy, we have determined that the sense of the connection seems to go from the system that produces geomagnetic field to the climate system. Of course, the connection does not mean that the geomagnetic field is fully responsible for the climate changes, rather that it is an important driving component to the variations of the climate.

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          Testing for nonlinearity in time series: the method of surrogate data

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            Four centuries of geomagnetic secular variation from historical records

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              Recent global sea level acceleration started over 200 years ago?

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                Author and article information

                Contributors
                Role: Formal analysisRole: InvestigationRole: MethodologyRole: SoftwareRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: MethodologyRole: SupervisionRole: Writing – review & editing
                Role: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: Writing – review & editing
                Role: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                15 November 2018
                2018
                : 13
                : 11
                : e0207270
                Affiliations
                [1 ] Istituto Nazionale di Geofisica e Vulcanologia (INGV), Roma, Italy
                [2 ] Dipartimento di Ingegneria e Geologia, Università degli Studi “G. D’Annunzio”, Chieti, Italy
                [3 ] Dpto. de Física de la Tierra y Astrofísica, Universidad Complutense de Madrid (UCM), Madrid, Spain
                [4 ] Instituto de Geociencias (IGEO) CSIC, UCM, Ciudad Universitaria, Madrid, Spain
                [5 ] Serco SpA, Frascati, Rome, Italy
                Universidade Estadual de Maringa, BRAZIL
                Author notes

                Competing Interests: The commercial funder Serco SpA provided support in the form of salaries for author EQ, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

                Author information
                http://orcid.org/0000-0001-7047-5704
                Article
                PONE-D-18-16352
                10.1371/journal.pone.0207270
                6237378
                30440024
                515b0225-078f-4ba9-9bc8-c9fab81142dd
                © 2018 Campuzano et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 31 May 2018
                : 29 October 2018
                Page count
                Figures: 5, Tables: 2, Pages: 15
                Funding
                S.A.C., F.J.P.C. and M.L.O. are grateful to the Spanish research project CGL2017-87015-P of the Spanish Ministerio de Economía y Competitividad and the FPI grant BES-2012-052991, which has allowed S.A.C. two 3-month stays at INGV in Rome in 2014 and 2015 (EEBB-I-14-09023 and EEBB-I-15-10151). A.D.S. also thanks the ESA-funded Projects TEMPO and LIMADOU, for providing partial financial support to this research. The commercial funder Serco SpA also provided support in the form of salaries for author EQ, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the ‘author contributions’ section.
                Categories
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                Earth Sciences
                Geophysics
                Geomagnetism
                Physical Sciences
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                Geophysics
                Geomagnetism
                Physical Sciences
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                Thermodynamics
                Entropy
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