The correlation between strain rate and earthquake size – A Bayesian probability approach for indicating seismic hazard in the Himalaya and adjacent areas

IF 2.7 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY
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Abstract

The correlation between the seismicity and strain rate (SR, in 10-9/yr) is investigated through a combined Bayesian statistical approach to identify the possible locales of seismic hazard in the Himalaya and adjacent areas. The primary result shows that the maximum number of earthquakes in all magnitude (Mw) classes occur in the moderate 30 – 60 SR class. The Bayesian modelled parameter (µ) value for earthquakes in all four SR classes is 0.1315 (0 – 30), 0.1286 (30 – 60), 0.1386 (60 – 90), and 0.1504 (90 – 180). As the µ value is highest in the SR class (90 – 180), the probability of occurrence of larger magnitude event is more. The probability analysis indicates that the future seismic hazard (Mw > 6.0) will be collocated in the highest SR class (90 – 180) with a probability of 35.10 %. This SR class occupies 15 % of the studied area. However, the other SR classes are equally significant for Mw > 6.0 earthquake where the probability varies between 20.55 % (0 – 30), 21.29 % (30 – 60), and 23.06 % (60 – 90) covering 40 %, 30 %, and 15 % of the studied area respectively.

应变率与地震规模之间的相关性 - 用贝叶斯概率方法说明喜马拉雅山及其邻近地区的地震危害
通过贝叶斯综合统计方法研究了地震发生率与应变率(SR,单位 10-9/年)之间的相关性,以确定喜马拉雅山及其邻近地区可能的地震危险区。主要结果表明,在所有震级(Mw)等级中,发生在中度 30-60 SR 等级的地震数量最多。所有四个 SR 等级地震的贝叶斯模型参数 (µ) 值分别为 0.1315(0 - 30)、0.1286(30 - 60)、0.1386(60 - 90)和 0.1504(90 - 180)。在 SR 等级(90 - 180)中,µ 值最高,因此发生较大震级事件的概率较高。概率分析表明,未来地震灾害(Mw > 6.0)将发生在最高 SR 等级(90 - 180),概率为 35.10%。该 SR 等级占研究区域的 15%。然而,其他 SR 等级对 Mw > 6.0 地震同样重要,其概率介于 20.55 %(0 - 30)、21.29 %(30 - 60)和 23.06 %(60 - 90)之间,分别占研究区域的 40 %、30 % 和 15 %。
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来源期刊
Journal of Asian Earth Sciences
Journal of Asian Earth Sciences 地学-地球科学综合
CiteScore
5.90
自引率
10.00%
发文量
324
审稿时长
71 days
期刊介绍: Journal of Asian Earth Sciences has an open access mirror journal Journal of Asian Earth Sciences: X, sharing the same aims and scope, editorial team, submission system and rigorous peer review. The Journal of Asian Earth Sciences is an international interdisciplinary journal devoted to all aspects of research related to the solid Earth Sciences of Asia. The Journal publishes high quality, peer-reviewed scientific papers on the regional geology, tectonics, geochemistry and geophysics of Asia. It will be devoted primarily to research papers but short communications relating to new developments of broad interest, reviews and book reviews will also be included. Papers must have international appeal and should present work of more than local significance. The scope includes deep processes of the Asian continent and its adjacent oceans; seismology and earthquakes; orogeny, magmatism, metamorphism and volcanism; growth, deformation and destruction of the Asian crust; crust-mantle interaction; evolution of life (early life, biostratigraphy, biogeography and mass-extinction); fluids, fluxes and reservoirs of mineral and energy resources; surface processes (weathering, erosion, transport and deposition of sediments) and resulting geomorphology; and the response of the Earth to global climate change as viewed within the Asian continent and surrounding oceans.
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