Investigating Dynamical Complexity of Geomagnetic Jerks Using Various Entropy Measures

Frontiers in Digital Humanities

Mandea, Mioara¹  Potirakis, Stelios M.²  Balasis, Georgios⁴ 

[1] Centre National d'Department of Electronics Engineering, Piraeus University of Applied Sciences (TEI of Piraeus), Athens, Greece;Etudes Spatiale, Paris, France;Institute for Astronomy, Astrophysics, Space Applications and Remote Sensing, National Observatory of Athens, Athens, Greece

关键词: Earth';    s magnetic field;    Geomagnetic observatories;    geomagnetic jerks;    dynamical complexity;    Information Measures;    Shannon entropy;    Nonextensive Tsallis entropy;    Fisher information;    complex systems;   

DOI  :  10.3389/feart.2016.00071

学科分类：社会科学、人文和艺术（综合）

来源: Frontiers

【 摘 要 】

Recently, many novel concepts originated in dynamical systems or information theory have been developed, partly motivated by specific research questions linked to geosciences, and found a variety of different applications. This continuously extending toolbox of nonlinear time series analysis highlights the importance of the dynamical complexity to understand the behavior of the complex Earth's system and its components. Here, we propose to apply such new approaches, mainly a series of entropy methods to the time series of the geomagnetic field. Two datasets provided by Chambon la Foret (France) and Niemegk (Germany) observatories are considered for analysis to detect dynamical complexity changes associated with geomagnetic jerks, the abrupt changes in the second temporal derivative of the Earth's magnetic field. The results clearly demonstrate the ability of Shannon and Tsallis entropies as well as Fisher information to detect events in a regional manner having identiο¬Âed complexities lower than the background in time intervals when geomagnetic jerks have already been reported in the literature. Additionally, these information measures are directly applicable to the original data without having to derive the secular variation or acceleration from the observatory monthly means. The strength of the proposed analysis to reveal dynamical complexity features associated with geomagnetic jerks can be utilized for analyzing not only ground measurements, but also satellite data, as those provided by the current magnetic field mission of Swarm.

【 授权许可】

CC BY