Earthquake Occurrence Temporal Characteristics of the Kohat-Potwar Plateau

IF 0.7 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Journal of Volcanology and Seismology Pub Date : 2024-10-11 DOI:10.1134/S0742046324700696
Muhammad Yousaf Khan, Mohammad Tahir, Bilal Saif, Talat Iqbal
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Abstract

In the present analysis, the homogeneous, updated and complete seismic catalog of the Kohat-Potwar plateau was analyzed through dynamic time dependent statistical models. The study region earthquake interoccurrence times are assumed as a stochastic study variable and it follows one of the renewal models. A rich and updated class of statistical models was used to identify the most parsimonious one. The developed models will serve the purpose of describing, analyzing and forecasting the earthquake occurrence probabilities in the future. The model parameters were estimated through the method of maximum likelihood. Different statistical evaluation criteria were used to prioritize the estimated models according to their fitting performance to the observed data. We have found that the interoccurrence times of the study region can plausibly be described through the log-logistic model. Based on the log-logistic model, it has been found that there is a significantly high probability (>90%) of another earthquake occurrence of Mw ≥ 5.3 in the region in near future (2023‒2028). These probabilities increase with increasing time periods since the last event occurrence. The mean recurrence period of another earthquake of Mw ≥ 5.3, based on the most suitable log-logistic model, is almost three and half years with 1.80 years as standard error, i.e., 3.38 ± 1.80 years. The quantification of earthquake occurrence uncertainties in the study region provides many useful quantitative estimates that have crucial importance in seismic hazard and risk analysis studies of a region.

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科哈特-波特瓦高原地震发生的时间特征
在本次分析中,我们通过动态时变统计模型分析了科哈特-波特瓦高原同质、最新和完整的地震目录。研究区域的地震发生间隔时间被假定为随机研究变量,并遵循其中一种更新模型。我们使用了丰富的最新统计模型,以确定最合理的模型。建立的模型将用于描述、分析和预测未来的地震发生概率。模型参数通过最大似然法进行估算。根据估计模型与观测数据的拟合性能,采用不同的统计评估标准对模型进行优先排序。我们发现,研究区域的地震发生间隔时间可以通过对数-逻辑模型进行合理描述。根据对数-逻辑模型,我们发现该地区在不久的将来(2023-2028 年)再次发生 Mw ≥ 5.3 地震的概率非常高(90%)。随着距离上次地震发生时间的增加,这些概率也会增加。根据最合适的对数-逻辑模型,再次发生 Mw ≥ 5.3 地震的平均重现周期几乎为三年半,标准误差为 1.80 年,即 3.38 ± 1.80 年。研究区域地震发生不确定性的量化提供了许多有用的定量估计,对区域地震灾害和风险分析研究具有至关重要的意义。
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来源期刊
Journal of Volcanology and Seismology
Journal of Volcanology and Seismology 地学-地球化学与地球物理
CiteScore
1.50
自引率
28.60%
发文量
27
审稿时长
>12 weeks
期刊介绍: Journal of Volcanology and Seismology publishes theoretical and experimental studies, communications, and reports on volcanic, seismic, geodynamic, and magmatic processes occurring in the areas of island arcs and other active regions of the Earth. In particular, the journal looks at present-day land and submarine volcanic activity; Neogene–Quaternary volcanism; mechanisms of plutonic activity; the geochemistry of volcanic and postvolcanic processes; geothermal systems in volcanic regions; and seismological monitoring. In addition, the journal surveys earthquakes, volcanic eruptions, and techniques for predicting them.
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