Improved characterization of underground structure defects from two-stage Bayesian inversion using crosshole GPR data

Automation in Construction - Tập 95 - Trang 233-244 - 2018
Hui Qin1,2,3, Jasper A. Vrugt1,4, Xiongyao Xie5,2, Yunxiang Zhou5,2
1Department of Civil and Environmental Engineering, University of California, Irvine, CA 92697-2175, USA
2Key Laboratory of Geotechnical & Underground Engineering of Ministry of Education, Tongji University, Shanghai 200092, China
3School of Civil Engineering, Dalian University of Technology, Dalian, 116024, China
4Department of Earth System Science, University of California Irvine, CA 92697-2175, USA
5Department of Geotechnical Engineering, Tongji University, Shanghai 200092, China

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Grandjean, 2000, Evaluation of GPR techniques for civil-engineering applications: study on a test site, J. Appl. Geophys., 45, 141, 10.1016/S0926-9851(00)00021-5

Zhang, 2010, Application of ground penetrating radar in grouting evaluation for shield tunnel construction, Tunn. Undergr. Space Technol., 25, 99, 10.1016/j.tust.2009.09.006

Solla, 2012, Ground-penetrating radar for the structural evaluation of masonry bridges: results and interpretational tools, Constr. Build. Mater., 29, 458, 10.1016/j.conbuildmat.2011.10.001

Demircia, 2012, Ground penetrating radar imaging of water leaks from buried pipes based on back-projection method, NDT&E Int., 47, 35, 10.1016/j.ndteint.2011.12.008

Kalogeropoulos, 2013, Full-waveform GPR inversion to assess chloride gradients in concrete, NDT&E Int., 57, 74, 10.1016/j.ndteint.2013.03.003

Korff, 2011, Building damage and repair due to leakage in a deep excavation, Proc. Inst. Civ. Eng. - Forensic Eng., 164, 165

Noon, 1998, A frequency-independent characterisation of GPR penetration and resolution performance, J. Appl. Geophys., 40, 127, 10.1016/S0926-9851(98)00008-1

Slob, 2010, Surface and borehole ground-penetrating-radar developments, Geophysics, 75, 75A103, 10.1190/1.3480619

Qin, 2016, Design and test of an improved dipole antenna for detecting enclosure structure defects by cross-hole GPR, IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., 9, 108, 10.1109/JSTARS.2015.2466450

Soutsos, 2001, Dielectric properties of concrete and their influence on radar testing, NDT & E Int., 34, 419, 10.1016/S0963-8695(01)00009-3

Klysz, 2007, Determination of volumetric water content of concrete using ground-penetrating radar, Cem. Concr. Res., 37, 1164, 10.1016/j.cemconres.2007.04.010

Louis, 2012, GPR detection of saturated areas into concrete in the presence of a water gradient, 473

Witten, 1994, Ground penetrating radar tomography: algorithms and case studies, IEEE Trans. Geosci. Remote Sens., 32, 461, 10.1109/36.295060

Molyneux, 1995, Ground penetrating radar tomography, 2813

Dines, 1979, Computerized geophysical tomography, Proc. IEEE, 67, 1065, 10.1109/PROC.1979.11390

Hanafy, 2006, Ground-penetrating radar tomography for soil-moisture heterogeneity, Geophysics, 71, K9, 10.1190/1.2159052

Balkaya, 2010, A comparison of two travel-time tomography schemes for crosshole radar data: Eikonal-equation-based inversion versus ray-based inversion, J. Environ. Eng. Geophys., 15, 203, 10.2113/JEEG15.4.203

Chang, 2011, An analysis of the cross-borehole GPR tomography for imaging the development of the infiltrated fluid plume, J. Geophys. Eng., 8, 294, 10.1088/1742-2132/8/2/014

Williamson, 1993, Resolution limits in ray tomography due to wave behavior: numerical experiments, Geophysics, 58, 727, 10.1190/1.1443457

Buursink, 2008, Crosshole radar velocity tomography with finite-frequency Fresnel volume sensitivities, Geophys. J. Int., 172, 1, 10.1111/j.1365-246X.2007.03589.x

Ernst, 2007, Full-waveform inversion of crosshole radar data based on 2-D finite-difference time-domain solutions of Maxwell's equations, IEEE Trans. Geosci. Remote Sens., 45, 2807, 10.1109/TGRS.2007.901048

Ernst, 2007, Application of a new 2D time-domain full-waveform inversion scheme to crosshole radar data, Geophysics, 72, J53, 10.1190/1.2761848

Meles, 2010, A new vector waveform inversion algorithm for simultaneous updating of conductivity and permittivity parameters from combination crosshole/borehole-to-surface GPR data, IEEE Trans. Geosci. Remote Sens., 48, 3391, 10.1109/TGRS.2010.2046670

Klotzsche, 2010, Full-waveform inversion of cross-hole ground-penetrating radar data to characterize a gravel aquifer close to the Thur River, Switzerland, Near Surf. Geophys., 8, 635, 10.3997/1873-0604.2010054

Kim, 2010, Admittance inversion of crosshole radar data, 1

El Bouajaji, 2011, Discontinuous Galerkin frequency domain forward modelling for the inversion of electric permittivity in the 2D case, Geophys. Prospect., 59, 920, 10.1111/j.1365-2478.2011.00973.x

Ellefsen, 2011, Phase and amplitude inversion of crosswell radar data, Geophysics, 76, J1, 10.1190/1.3554412

Meles, 2012, GPR full-waveform sensitivity and resolution analysis using an FDTD adjoint method, IEEE Trans. Geosci. Remote Sens., 50, 1881, 10.1109/TGRS.2011.2170078

Meles, 2012, Taming the non-linearity problem in GPR full-waveform inversion for high contrast media, J. Appl. Geophys., 78, 31, 10.1016/j.jappgeo.2011.12.001

Yang, 2013, Improvements in crosshole GPR full-waveform inversion and application on data measured at the Boise Hydrogeophysics Research Site, J. Appl. Geophys., 99, 114, 10.1016/j.jappgeo.2013.08.007

Oberrohrmann, 2013, Optimization of acquisition setup for cross-hole GPR full-waveform inversion using checkerboard analysis, Near Surface Geophysics, 11, 197, 10.3997/1873-0604.2012045

Slob, 2010, Uncertainty in ground penetrating radar models, 1

Irving, 2010, Stochastic inversion of tracer test and electrical geophysical data to estimate hydraulic conductivities, Water Resour. Res., 46, W11514, 10.1029/2009WR008340

Cordua, 2012, Monte Carlo full-waveform inversion of crosshole GPR data using multiple-point geostatistical a priori information, Geophysics, 77, H19, 10.1190/geo2011-0170.1

Dafflon, 2012, Three-dimensional stochastic estimation of porosity distribution: benefits of using ground-penetrating radar velocity tomograms in simulated-annealing-based or Bayesian sequential simulation approaches, Water Resour. Res., 48, W05553, 10.1029/2011WR010916

Bikowski, 2012, Integrated analysis of waveguide dispersed GPR pulses using deterministic and Bayesian inversion methods, Near Surface Geophys., 10, 641, 10.3997/1873-0604.2012041

Scholer, 2012, Bayesian Markov-chain-Monte-Carlo inversion of time-lapse crosshole GPR data to characterize the vadose zone at the Arrenaes Site, Denmark, Vadose Zone J., 11, 10.2136/vzj2011.0153

Laloy, 2012, Mass conservative three-dimensional water tracer distribution from Markov chain Monte Carlo inversion of time-lapse ground-penetrating radar data, Water Resour. Res., 48, W07510, 10.1029/2011WR011238

Linde, 2013, Distributed soil moisture from crosshole ground-penetrating radar travel times using stochastic inversion, Vadose Zone J., 12, 10.2136/vzj2012.0101

Lochbuhler, 2015, Summary statistics from training images as prior information in probabilistic inversion, Geophys. J. Int., 201, 157, 10.1093/gji/ggv008

Qin, 2016, Underground structure defect detection and reconstruction using crosshole GPR and Bayesian waveform inversion, Autom. Constr., 68, 156, 10.1016/j.autcon.2016.03.011

Yee, 1966, Numerical solution of initial boundary value problems involving Maxwell's equations in isotropic media, IEEE Trans. Antennas Propag., 14, 302, 10.1109/TAP.1966.1138693

Giannopoulos, 2005, Modelling ground penetrating radar by GprMax, Constr. Build. Mater., 19, 755, 10.1016/j.conbuildmat.2005.06.007

Ahmed, 1974, Discrete cosine transform, IEEE Trans. Comput., C-23, 90, 10.1109/T-C.1974.223784

Jafarpour, 2009, Transform-domain sparsity regularization for inverse problems in geosciences, Geophysics, 74, R69, 10.1190/1.3157250

ter Braak, 2006, A Markov chain Monte Carlo version of the genetic algorithm differential evolution: easy Bayesian computing for real parameter spaces, Stat. Comput., 16, 239, 10.1007/s11222-006-8769-1

ter Braak, 2008, Differential evolution Markov chain with snooker updater and fewer chains, Stat. Comput., 18, 435, 10.1007/s11222-008-9104-9

Vrugt, 2009, Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling, Int. J. Nonlinear Sci. Numer. Simul., 10, 273, 10.1515/IJNSNS.2009.10.3.273

Vrugt, 2016, Markov chain Monte Carlo simulation using the DREAM software package: theory, concepts, and MATLAB implementation, Environ. Model Softw., 75, 273, 10.1016/j.envsoft.2015.08.013

Xie, 2016, Crosshole radar for underground structure defect detection: system design and model experiment, 1

Jeffreys, 1946, An invariant form for the prior probability in estimation problems, Proc. R. Soc. Lond. A: Math. Phys. Eng. Sci., 186, 453, 10.1098/rspa.1946.0056

Gelman, 1992, Inference from iterative simulation using multiple sequences, Stat. Sci., 7, 457, 10.1214/ss/1177011136