土壤参数不确定性对场地环境噪声水平与垂直频谱比建模的影响

IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Soil Dynamics and Earthquake Engineering Pub Date : 2024-09-08 DOI:10.1016/j.soildyn.2024.108950
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引用次数: 0

摘要

噪声水平垂直谱比(NHV)已被用于反演地下速度结构,但反演中的非唯一性问题依然突出。参数敏感性分析对于了解参数对反演结果的影响程度、为每个参数提供合理的取值范围以及提供合理的约束条件以减轻解的非唯一性至关重要。本研究以 KiK 网络中的 636 个站点为基准站点,采用基于 Toro 统计模型的 Monte Carlo 方法,为每个站点的剪切波速度(VS)、压缩波速度(VP)、层厚度(h)和密度(ρ)参数生成 200 个随机样本。然后将这些随机样本组合成六个方案,作为随机站点模型进行不确定性分析。最后,根据用于 NHV 正向建模的扩散场假设 (DFA),计算出每个方案的 NHV 及其标准偏差。进一步利用 NHV 的标准偏差,对土层参数不确定性对 NHV 的影响进行敏感性分析。结果表明1) NHV 峰值频率(fpeak)对 VS 和 h 组合最敏感,其次是 VS 和 ρ 组合。2) NHV 峰值振幅(Apeak)对 VS 和 ρ 组合最敏感,其次是 VS 和 h 组合。在单参数方案中,Apeak 对 VS 最敏感,接近 VS 和 h 组合的敏感度,其次是 ρ,而对 h 和 VP 相对不敏感。3) 在 0.1-50 Hz 频段内,NHV 曲线对 VS 和 h 组合最敏感,其次是 VS 和 ρ 组合,以及单参数 VS 方案。在单参数方案中,NHV 曲线对 h 的敏感度次之,而对 VP 和 ρ 的敏感度相对较低。本研究揭示的 NHV 对土壤参数的敏感性规律具有广泛的适用性,可为 NHV 反演提供有效的约束条件,有助于优化参数组合、评估反演方案的可行性和结果的可信度,并为提高反演过程的效率提供有益的启示。
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Influence of soil parameter uncertainties on site ambient noise horizontal to vertical spectral ratio modeling

The noise horizontal-to-vertical spectral ratio (NHV) has been applied for inverting subsurface velocity structures, but the non-uniqueness issue in the inversion remains prominent. Parameter sensitivity analysis is crucial for understanding the extent to which parameters influence inversion results, providing reasonable value ranges for each parameter, and offering rational constraints to mitigate the non-uniqueness of solutions. This study takes 636 sites from the KiK-net network as benchmark sites and employs the Monte Carlo method based on Toro's statistical model to generate 200 random samples for each site's shear wave velocity (VS), compressional wave velocity (VP), layer thickness (h), and density (ρ) parameters. These random samples are then combined into six scenarios, serving as the stochastic site models for uncertainty analysis. Finally, based on the diffuse field assumption (DFA) for NHV forward modeling, the NHVs and their standard deviations are calculated for each scenario. The standard deviations of NHV are further utilized to conduct a sensitivity analysis of soil layer parameter uncertainties' impact on NHV. The results indicate: 1) The NHV peak frequency (fpeak) is most sensitive to the VS and h combination, followed by the VS and ρ combination. Among single-parameter scenarios, fpeak is most sensitive to VS, followed by h, and relatively insensitive to VP and ρ. 2) The NHV peak amplitude (Apeak) is most sensitive to the VS and ρ combination, followed by the VS and h combination. Among single-parameter scenarios, Apeak is most sensitive to VS, approaching the sensitivity level of the VS and h combination, followed by ρ, and relatively insensitive to h and VP. 3) Within the 0.1–50 Hz frequency band, the NHV curve is most sensitive to the VS and h combination, followed by the VS and ρ combination, and the single-parameter VS scenario. Among single-parameter scenarios, the NHV curve is secondly sensitive to h, while its sensitivity to VP and ρ is relatively low. The sensitivity patterns of NHV to soil parameters revealed in this study are widely applicable, providing effective constraints for NHV inversion, assisting in optimizing parameter combinations, assessing the feasibility of inversion schemes and the credibility of results, and offering beneficial insights for improving the efficiency of the inversion process.

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来源期刊
Soil Dynamics and Earthquake Engineering
Soil Dynamics and Earthquake Engineering 工程技术-地球科学综合
CiteScore
7.50
自引率
15.00%
发文量
446
审稿时长
8 months
期刊介绍: The journal aims to encourage and enhance the role of mechanics and other disciplines as they relate to earthquake engineering by providing opportunities for the publication of the work of applied mathematicians, engineers and other applied scientists involved in solving problems closely related to the field of earthquake engineering and geotechnical earthquake engineering. Emphasis is placed on new concepts and techniques, but case histories will also be published if they enhance the presentation and understanding of new technical concepts.
期刊最新文献
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