Buried object detection using cross-correlation and wavelet coherence analysis of MASW datasets

IF 2.1 4区 地球科学
Prabhakar Vishwakarma, Amit Prashant
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Abstract

This study focuses on buried object detection using the cross-correlation and wavelet coherence of multichannel analysis of surface waves (MASW) datasets. Underground objects (pipes, building foundations, and rocks) create large-scale heterogeneity in the soil medium. The dispersion curves obtained from the multi-configuration roll-along MASW tests can provide approximate locations of buried objects within the corresponding sensor layouts. However, analyzing the responses of pairs of sensors from the MASW wavefields can indicate the more precise location of such objects. Two circular underground pipes and one square-shaped buried object were simulated using finite element modeling, representing different field scenarios. The wave scattering phenomena have been studied by looking at the wave propagation snapshots in these heterogeneous soil mediums. The cross-correlation analysis from the responses of sensors indicated the exact horizontal position of the buried object, further verified by the wavelet coherence of pairs of sensors. Considering the horizontal position of the different buried objects and phase of the high wavelet coherence patch, the values of phase velocities of 3114, 2308, and 2412 m/s, and respective wavelengths of 30.52, 23.08, and 24.12 m were calculated, which were used to interpret the shear wave velocities ranging from 2538 to 3424 m/s and depths ranging from 4 to 6 m of buried objects. These analyses accurately determined the physical horizontal position and embedment depth of square- and circular-shaped buried objects than the conventional 1D MASW approach.

Abstract Image

Abstract Image

基于互相关和小波相干分析的MASW数据集埋地目标检测
本文主要研究了利用多通道表面波(MASW)数据集的互相关和小波相干性进行地埋目标检测。地下物体(管道、建筑地基和岩石)在土壤介质中产生大规模的非均匀性。多配置顺滚MASW试验得到的色散曲线可以提供相应传感器布局中埋地物体的大致位置。然而,分析来自MASW波场的成对传感器的响应可以指示这些物体更精确的位置。采用有限元模型模拟了两个圆形地下管道和一个方形地下物体,分别代表不同的现场场景。通过观察波在这些非均质土壤介质中的传播快照,研究了波的散射现象。传感器响应的互相关分析表明了被埋物体的准确水平位置,并通过对传感器的小波相干性进一步验证。考虑不同埋地物的水平位置和高小波相干斑的相位,计算出3114、2308和2412 m/s的相速度值,波长分别为30.52、23.08和24.12 m,用于解释埋地物的剪切波速范围为2538 ~ 3424 m/s,深度为4 ~ 6 m。这些分析比传统的一维MASW方法更准确地确定了方形和圆形埋地物体的物理水平位置和埋深。
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来源期刊
Acta Geophysica
Acta Geophysica GEOCHEMISTRY & GEOPHYSICS-
CiteScore
3.80
自引率
13.00%
发文量
251
期刊介绍: Acta Geophysica is open to all kinds of manuscripts including research and review articles, short communications, comments to published papers, letters to the Editor as well as book reviews. Some of the issues are fully devoted to particular topics; we do encourage proposals for such topical issues. We accept submissions from scientists world-wide, offering high scientific and editorial standard and comprehensive treatment of the discussed topics.
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