Journal of Geophysical Research Atmospheres · 2011 · 53 citations · 33 references
Storm SurgeEngineeringSolar-terrestrial InteractionEarth ScienceGeophysicsData ScienceAtmospheric SciencePlanetary MagnetosphereSolar ActivityMeteorologyInformation TheoryGeomagnetismModerate StormWeather DisasterForecastingTransfer Entropy AnalysisMagnetospheric PlasmaWeather ModificationEntropyInformation Theory ApproachIonosphere
[1] One of the most interesting aspects of the global magnetospheric response to solar wind changes is the relationship between storms and substorms. Here we present new results on the relationship between these two different classes of magnetospheric phenomena by approaching the problem on the side of information theory. Using the Auroral Electrojet AL and SYM-H indices as representative proxies of magnetic substorms and storms, we investigate the transfer of information by means of transfer entropy analysis (Schreiber, 2000). The obtained results seem, on average, to indicate the presence of a net transfer of information from AL to SYM-H on time scales shorter than 10 h. On the basis of this result, geomagnetic substorms may act as a driver for the occurrence of geomagnetic storms. However, carrying out a more careful analysis which takes into account the global geomagnetic daily activity, we suggest that the direction of information flow between substorms and storms depends on the global activity level. Indeed, if it is true that a sequence of magnetospheric substorms may drive a moderate storm, it is also true that very large storms may dominate and drive the occurrence of magnetospheric substorms.
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 78.4K citations
Measuring Information Transfer
Thomas Schreiber · Physical Review Letters · 2000 · 4.3K citations · Full text
Alexander Kraskov, Harald Stögbauer, Peter Grassberger · Physical Review E · 2004 · 3.9K citations · Full text
W. D. González, Jo Ann Joselyn, Y. Kamide et al. · Journal of Geophysical Research Atmospheres · 1994 · 2.4K citations
Engineering, Solar Convection, Solar-terrestrial Interaction +16