论文标题
磁性风暴期间磁层 - 离子层系统内的动态信息流动
Dynamical information flow within the magnetosphere-ionosphere system during magnetic storms
论文作者
论文摘要
连续强烈的磁层实量在向风暴时间环电流注入/能量颗粒中的直接作用仍在争议和有争议。尽管最近观察到磁性风暴和近代之间没有净信息流,但以前的原位卫星观察结果证明了电离层 - 奥基素离子在地震风暴的主要阶段中占据了环电流的群体。实际上,争议主要是由于使用复杂的数据驱动技术在某种程度上与原位测量相矛盾。在此框架中,这项工作的主要目的是尝试适应强大的信息理论方法,即转移熵,以与物理建模和观察结果一致,并探索当使用这些技术时出现的基本矛盾背后的可能动机。我们的想法是使用地磁风暴数据库来表征磁层层系统中信息流的动力学,而不是考虑长时间的一系列地磁指数。这使我们可以考虑信息流的本地非平稳特征,最重要的是,可以遵循从安静的时期到不安的过渡,反之亦然。
The direct role of successive intense magnetospheric substorms in injecting/energizing particles into the storm-time ring current is still debated and controversial. Whereas in the recent past it has been observed the absence of a net information flow between magnetic storms and substorms, previous in-situ satellite observations have evidenced that ionospheric-origin ions dominate the population of the ring current during the main phase of geomagnetic storms. As a matter of fact, the controversy arises mainly by the use of sophisticated data-driven techniques somewhat contradicting in-situ measurements. In this framework, the main aim of this work is to attempt an adaption of the powerful information-theoretic approach, i.e., the transfer entropy, in a consistent way with physics modeling and observations and to explore the possible motivations behind the underlying contradictions that emerge when these techniques are used. Our idea is to characterize the dynamics of the information flow within the magnetosphere-ionosphere system using a database of geomagnetic storms instead of considering a long time series of geomagnetic indices. This allows us to consider local non-stationary features of the information flow and, most importantly, to follow the transition from quiet to disturbed periods and vice-versa.