基于信任区域反射算法的 Pn 波频谱反演技术

IF 2.2 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Journal of Applied Geophysics Pub Date : 2024-09-21 DOI:10.1016/j.jappgeo.2024.105525
Wang Weiping, Wang Hongchun, Zhu Haofeng, Xu Xiong
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引用次数: 0

摘要

本文建议利用信任区域反射(TRR)算法来解决与 Pn 波地震频谱分析相关的逆问题。通过应用这种方法,可以同时推导出地震力矩、角频率、Pn 波衰减层析模型和场地响应,同时根据先验知识纳入适当的约束条件,以确保求解的准确性。该方法的有效性已通过合成数据得到验证。具体来说,我们使用了北朝鲜四次地下爆炸的 Pn 波记录来评估所建议技术的性能。结果发现,这些事件的地震力矩和角频率与地震数据、震级计算和经验数据的特征一致。得出的 Pn 波衰减层析成像模型揭示了高衰减和低衰减的空间分布,表明中国东北地区岩石圈具有显著的异质性。低Q0和低η的地区,如夏辽河盆地和长白山西南部,表明上地幔盖层存在高温环境或熔融物质。相反,高Q0和高η的区域,如长白山北部和东部郯庐断裂带附近,具有高Pn波速度和厚地壳的特征,表明岩石圈的改变或破坏极小。此外,还确定了中国东北地区 75 个地震台站的场地反应,并结合地质背景对其特征进行了初步分析和解释。本研究提出的基于 TRR 算法的 Pn 波频谱反演迭代过程具有很强的收敛性,提高了观测频谱的拟合精度。这种频谱技术的反演结果产生的合成 Pn 波频谱与北朝鲜四次地下爆炸在不同频段的观测频谱非常吻合,吻合率超过 90%。
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A Pn-wave spectral inversion technique based on trust region reflective algorithm
This paper suggests utilizing the trust region reflective (TRR) algorithm to address the inverse problem related to seismic spectrum analysis of Pn waves. By applying this approach, it becomes feasible to simultaneously deduce the seismic moment, corner frequency, tomographic model of Pn-wave attenuation, and site responses while incorporating appropriate constraints based on prior knowledge to ensure solution accuracy. The efficacy of this method has been validated using synthetic data. Specifically, the recorded Pn waves from four underground explosions in North Korea were employed to evaluate the performance of the proposed technique. The derived seismic moment and corner frequency for these events were found to align with the characteristics of the seismic data, earthquake magnitude calculations, and empirical data. The resulting tomographic model of Pn-wave attenuation revealed a spatial distribution of high and low attenuation, indicating significant lithospheric heterogeneity in northeastern China. Areas with low Q0 and low η, such as the Xialiaohe Basin and southwestern Changbai Mountain, suggest a high-temperature environment in the upper mantle cap layer or the presence of molten substances. Conversely, regions with high Q0 and high η, like the northern Changbai Mountain and the vicinity of the eastern Tanlu Fault Zone, characterized by high Pn-wave velocity and thick crust, indicate minimal modification or destruction in the lithosphere. Furthermore, site responses were determined for 75 seismic stations in northeastern China, with their characteristics preliminarily analyzed and interpreted in conjunction with geological context. The iterative process based on the TRR algorithm for Pn-wave spectral inversion proposed in this study demonstrates robust convergence and enhances the fitting accuracy of the observed spectrum. The inversion outcomes from this spectral technique yielded synthetic Pn-wave spectra that closely matched the observed spectra of the four underground explosions in North Korea across various frequency bands for over 90 % of the stations.
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来源期刊
Journal of Applied Geophysics
Journal of Applied Geophysics 地学-地球科学综合
CiteScore
3.60
自引率
10.00%
发文量
274
审稿时长
4 months
期刊介绍: The Journal of Applied Geophysics with its key objective of responding to pertinent and timely needs, places particular emphasis on methodological developments and innovative applications of geophysical techniques for addressing environmental, engineering, and hydrological problems. Related topical research in exploration geophysics and in soil and rock physics is also covered by the Journal of Applied Geophysics.
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