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莱州地区(越南)浅源地震活动的可视性图形研究

Visibility Graph Investigation of the Shallow Seismicity of Lai Chau Area (Vietnam).

作者信息

Telesca Luciano, Thai Anh Tuan, Cao Dinh Trong, Dang Thanh Hai

机构信息

Institute of Methodologies for Environmental Analysis, National Research Council, 85050 Tito, Italy.

Institute of Geophysics, Vietnam Academy of Science and Technology, Hanoi 100000, Vietnam.

出版信息

Entropy (Basel). 2024 Oct 31;26(11):932. doi: 10.3390/e26110932.

Abstract

In this study, the topological properties of the shallow seismicity occurring in the area around the Lai Chau hydropower plant (Vietnam) are investigated by using visibility graph (VG) analysis, a well-known method to convert time series into networks or graphs. The relationship between the seismicity and reservoir water level was analyzed using Interlayer Mutual Information (IMI) and the Frobenius norm, both applied to the corresponding VG networks. IMI was used to assess the correlation between the two variables, while the Frobenius norm was employed to estimate the time delay between them. The total seismicity, which resulted in an M≥0.8 with a -value of 0.86, is characterized by a k-M slope of ≈9.1. Analyzing the variation of the seismological and topological parameters of the seismicity relative to the distance from the center of the Lai Chau reservoir revealed the following features: (1) the -value fluctuates around a mean value of 1.21 at distances of up to 10-11 km, while, for distances larger than 25-30 km, it tends to the value of 0.86; (2) the maximum IMI between the monthly number of earthquakes and the monthly mean water level occurs at a distance of 9-11 km, showing a distance evolution similar to that of the -value; (3) at these distances from the center of the reservoir, the time lag between the earthquake monthly counts and the monthly water level mean is 9-10 months; (4) the relationship between the -value and the k-M slope suggests that the k-M slope depends on the number of earthquakes within a 22 km radius from the center of the dam. Our study's findings offer new insights into the complex dynamics of seismicity occurring around reservoirs.

摘要

在本研究中,利用可视性图(VG)分析方法对越南莱州水电站周边地区发生的浅源地震活动的拓扑性质进行了研究,可视性图分析是一种将时间序列转换为网络或图形的著名方法。利用层间互信息(IMI)和弗罗贝尼乌斯范数分析了地震活动与水库水位之间的关系,这两种方法均应用于相应的VG网络。IMI用于评估两个变量之间的相关性,而弗罗贝尼乌斯范数用于估计它们之间的时间延迟。总地震活动的震级M≥0.8,b值为0.86,其k-M斜率约为9.1。分析地震活动的地震学和拓扑参数相对于莱州水库中心距离的变化,发现了以下特征:(1)在距离达10-11 km时,b值围绕平均值1.21波动,而在距离大于25-30 km时,它趋于0.86的值;(2)月地震次数与月平均水位之间的最大IMI出现在9-11 km的距离处,显示出与b值相似的距离演化;(3)在距水库中心这些距离处,地震月计数与月水位平均值之间的时间滞后为9-10个月;(4)b值与k-M斜率之间的关系表明,k-M斜率取决于距大坝中心22 km半径范围内的地震次数。我们研究的结果为水库周边发生的地震活动的复杂动力学提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/be06/11593298/4692278befb1/entropy-26-00932-g001.jpg

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