利用Kriging插值技术生成和评价CPT数据

IF 1.4 4区 工程技术 Q3 ENGINEERING, CIVIL Periodica Polytechnica-Civil Engineering Pub Date : 2023-02-17 DOI:10.3311/ppci.21865
A. Chala, R. Ray
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引用次数: 1

摘要

几十年来,锥体探深试验(CPT)一直是岩土工程领域的实际勘探方法。CPT的变化可以测量地震、环境和水文应用的参数。分析响应通常需要在数据很少或没有数据的地区进行。因此,考虑到有限的CPT数据,了解如何准确估计未采样位置的土壤性质至关重要。本文利用克里格插值技术生成了土体剪切波速剖面,并利用现场响应分析对其性能进行了评价。四个基于克里格插值的剪切波速曲线和另外四个基于cpt的剪切波速曲线定义了响应分析的现场条件。我们使用STRATA软件进行了一系列一维等效线性场地响应分析。场地响应分析结果包括放大因子(AF)、峰值地面加速度(PGA)曲线、地表加速度谱和地表加速度时程。与基于cpt的轮廓相比较,对基于kriging插值的轮廓结果进行了评价和讨论。结果证实了克里格插值技术在非采样地点预测土壤参数的可靠性。
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Generation and Evaluation of CPT Data Using Kriging Interpolation Technique
The cone penetration test (CPT) has been the de facto field exploration method in geotechnical engineering for decades. Variations of CPT can measure parameters for seismic, environmental, and hydrological applications. Analyzing response often requires properties in areas that have little or no data. Therefore, given the limited CPT data, it is critical to understand how to accurately estimate the soil properties at unsampled locations. In this paper, we generated soil shear wave velocity profiles using the kriging interpolation technique and assessed their performance using site response analysis. Four kriging interpolation-based shear wave velocity profiles and four additional CPT-based shear wave velocity profiles defined site conditions for response analysis. We performed a series of 1-D equivalent linear site response analyses using STRATA software. The site response analysis results are presented as amplification factors (AF), peak ground acceleration (PGA) profiles, surface spectral acceleration, and surface acceleration time histories. Compared to CPT-based profiles, the results of kriging interpolation-based profiles were evaluated and discussed. The results confirmed the reliability of the kriging interpolation technique in predicting soil parameters at unsampled locations.
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来源期刊
Periodica Polytechnica-Civil Engineering
Periodica Polytechnica-Civil Engineering 工程技术-工程:土木
CiteScore
3.40
自引率
16.70%
发文量
89
审稿时长
12 months
期刊介绍: Periodica Polytechnica Civil Engineering is a peer reviewed scientific journal published by the Faculty of Civil Engineering of the Budapest University of Technology and Economics. It was founded in 1957. Publication frequency: quarterly. Periodica Polytechnica Civil Engineering publishes both research and application oriented papers, in the area of civil engineering. The main scope of the journal is to publish original research articles in the wide field of civil engineering, including geodesy and surveying, construction materials and engineering geology, photogrammetry and geoinformatics, geotechnics, structural engineering, architectural engineering, structural mechanics, highway and railway engineering, hydraulic and water resources engineering, sanitary and environmental engineering, engineering optimisation and history of civil engineering. The journal is abstracted by several international databases, see the main page.
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