Crosshole GPR full-waveform inversion of waveguides acting as preferential flow paths within aquifer systems

被引:1
作者
Klotzsche, Anja [1 ]
van der Kruk, Jan [1 ]
Meles, Giovanni [2 ]
Vereecken, Harry [1 ]
机构
[1] Forschungszentrum Julich, Agrosphere IBG 3, D-52425 Julich, Germany
[2] Swiss Fed Inst Technol, Inst Geophys, Zurich, Switzerland
关键词
GROUND-PENETRATING RADAR; WATER-CONTENT; TOMOGRAPHY; CONDUCTIVITY; DOMAIN; RESISTIVITY; SCATTERING; ALGORITHM; TRANSPORT; SEDIMENTS;
D O I
10.1190/GEO2011-0458.1
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
High-contrast layers caused by porosity or clay content changes can have a dominant effect on hydraulic processes within an aquifer. These layers can act as low-velocity waveguides for GPR waves. We used a field example from a hydrological test site in Switzerland to show that full-waveform inversion of crosshole GPR signals could image a subwavelength thickness low-velocity waveguiding layer. We exploited the full information content of the data, whereas ray-based inversion techniques are not able to image such thin waveguide layers because they only exploit the first-arrival times and first-cycle amplitudes. This low-velocity waveguide layer is caused by an increase in porosity and indicates a preferential flow path within the aquifer. The waveguide trapping causes anomalously high amplitudes and elongated wavetrains to be observed for a transmitter within the waveguide and receivers straddling the waveguide depth range. The excellent fit of amplitudes and phase between the measured and modeled data confirms its presence. This new method enables detailed aquifer characterization to accurately predict transport and flow and can be applied to a wide range of geologic, hydrological, and engineering investigations.
引用
收藏
页码:H57 / H62
页数:6
相关论文
共 50 条
[41]   Soil Surface Water Content Estimation by Full-Waveform GPR Signal Inversion in the Presence of Thin Layers [J].
Minet, Julien ;
Lambot, Sebastien ;
Slob, Evert C. ;
Vanclooster, Marnik .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (03) :1138-1150
[42]   Crosshole ground-penetrating radar full-waveform inversion by combining optimal-transport and least-squares distances [J].
Hunziker, Jurg ;
Meles, Giovanni ;
Linde, Niklas .
JOURNAL OF APPLIED GEOPHYSICS, 2025, 237
[43]   Inspection and Imaging of Tree Trunk Defects Using GPR Multifrequency Full-Waveform Dual-Parameter Inversion [J].
Feng, Deshan ;
Liu, Yuxin ;
Wang, Xun ;
Zhang, Bin ;
Ding, Siyuan ;
Yu, Tianxiao ;
Li, Bingchao ;
Feng, Zheng .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
[44]   Time-lapse dielectric properties monitoring of the flow cell during DNAPL contamination and remediation processes by full-waveform inversion of GPR data using particle swarm optimization: A laboratory study [J].
Kaplanvural, Ismail ;
Peksen, Ertan ;
Akyol, Nihat Hakan ;
Durdag, Dogukan .
JOURNAL OF CONTAMINANT HYDROLOGY, 2024, 267
[45]   Coupled Time-Lapse Full-Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation [J].
Li, Dongzhuo ;
Xu, Kailai ;
Harris, Jerry M. ;
Darve, Eric .
WATER RESOURCES RESEARCH, 2020, 56 (08)
[46]   Real-time dual-parameter full-waveform inversion of GPR data based on robust deep learning [J].
Xue, Jiyan ;
Huang, Qinghua ;
Wu, Sihong ;
Zhao, Li ;
Ma, Bowen .
GEOPHYSICAL JOURNAL INTERNATIONAL, 2024, 238 (03) :1755-1771
[47]   MCMC Method of Inverse Problems Using a Neural Network-Application in GPR Crosshole Full Waveform Inversion: A Numerical Simulation Study [J].
Wang, Shengchao ;
Han, Liguo ;
Gong, Xiangbo ;
Zhang, Shaoyue ;
Huang, Xingguo ;
Zhang, Pan .
REMOTE SENSING, 2022, 14 (06)
[48]   GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing [J].
Patsia, Ourania ;
Giannopoulos, Antonios ;
Giannakis, Iraklis .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
[49]   Detection of Tracer Plumes Using Full-Waveform Inversion of Time-Lapse Ground Penetrating Radar Data: A Numerical Study in a High-Resolution Aquifer Model [J].
Haruzi, P. ;
Schmaeck, J. ;
Zhou, Z. ;
van der Kruk, J. ;
Vereecken, H. ;
Vanderborght, J. ;
Klotzsche, A. .
WATER RESOURCES RESEARCH, 2022, 58 (05)
[50]   Full-waveform inversion using a stepped-frequency GPR to characterize the tack coat in hot-mix asphalt (HMA) layers of flexible pavements [J].
Ihamouten, Amine ;
Bosc, Frederic ;
Guan, Borui ;
Le Bastard, Cedric ;
Fauchard, Cyrille ;
Lambot, Sebastien ;
Derobert, Xavier .
NDT & E INTERNATIONAL, 2018, 95 :17-25