Istituto Nazionale di Geofisica e Vulcanologia (INGV), Roma, Italy.
Dipartimento di Ingegneria e Geologia, Università degli Studi "G. D'Annunzio", Chieti, Italy.
PLoS One. 2018 Nov 15;13(11):e0207270. doi: 10.1371/journal.pone.0207270. eCollection 2018.
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.
地球磁场与气候之间可能存在联系的这一备受争议的问题,通常侧重于代表这两个系统的不同时间序列之间的直接相关性。然而,能够潜在解释这种联系的物理机制仍然是一个悬而未决的问题。找到关于这种联系如何运作的线索将是寻找合适的物理机制的重要进展。在这里,我们提出了一种创新的信息论工具,即转移熵,作为这一领域的一个很好的候选者,因为它不仅能够确定连接的存在,甚至还能够确定链接产生的方向。我们已经将这种新方法应用于两个真实的时间序列,即地球表面的南大西洋异常(SAA)区域范围(代表地磁场所)和全球海平面上升(气候系统),以测量它们之间可能存在的信息流和相互作用。此前,这种联系仅考虑长期趋势,而现在我们也在更短的时间尺度上研究这种可能性。新的结果似乎支持了这一假设,即从 SAA 到 GSL 时间序列的信息传输更多,置信水平约为 90%。这一结果为过去地磁场所与地球气候之间存在联系的假设提供了新的线索,也为所涉及的物理机制提供了新的线索,因为通过应用转移熵,我们已经确定连接的方向似乎是从产生地磁场所的系统到气候系统。当然,这种联系并不意味着地磁场所完全对气候变化负责,而只是气候变化的一个重要驱动因素。