Estimating soil electric properties from monostatic ground‐penetrating radar signal inversion in the frequency domain

[1] A new integrated approach for identifying the shallow subsurface electric properties from ground-penetrating radar (GPR) signal is proposed. It is based on an ultrawide band (UWB) stepped frequency continuous wave (SFCW) radar combined with a dielectric filled transverse electric and magnetic (TEM) horn antenna to be used off the ground in monostatic mode; that is, a single antenna is used as emitter and receiver. This radar configuration is appropriate for subsurface mapping and allows for an efficient and more realistic modeling of the radar-antenna-subsurface system. Forward modeling is based on linear system response functions and on the exact solution of the three-dimensional Maxwell equations for wave propagation in a horizontally multilayered medium representing the subsurface. Subsurface electric properties, i.e., dielectric permittivity and electric conductivity, are estimated by model inversion using the global multilevel coordinate search optimization algorithm combined sequentially with the local Nelder-Mead simplex algorithm (GMCS-NMS). Inversion of synthetic data and analysis of the corresponding response surfaces proved the uniqueness of the inverse solution. Laboratory experiments on a tank filled with a homogeneous sand subject to different water content levels further demonstrated the stability and accuracy of the solution toward measurement and modeling errors, particularly those associated with the dielectric permittivity. Inversion for the electric conductivity led to less satisfactory results. This was mainly attributed to the characterization of the frequency response of the antenna and to the high frequency dependence of the electric conductivity.

[1]  Willem Bouten,et al.  Assessing temporal variations in soil water composition with time domain reflectometry , 1995 .

[2]  A. P. Annan,et al.  Measuring Soil Water Content with Ground Penetrating Radar: A Review , 2003 .

[3]  J. E. Campbell,et al.  Dielectric properties and influence of conductivity in soils at one to fifty megahertz , 1990 .

[4]  Constantine A. Balanis,et al.  Antenna Theory: Analysis and Design , 1982 .

[5]  Christian Camerlynck,et al.  Numerical modeling for investigating the physical meaning of the relationship between relative dielectric permittivity and water content of soils , 2000 .

[6]  Gary R. Olhoeft,et al.  Automatic processing and modeling of GPR data for pavement thickness and properties , 2000, International Conference on Ground Penetrating Radar.

[7]  R. Mittra,et al.  Computational Methods for Electromagnetics , 1997 .

[8]  William H. Press,et al.  Numerical recipes , 1990 .

[9]  Herve Perroud,et al.  On the use of combined geophysical methods to assess water content and water conductivity of near-surface formations , 2002 .

[10]  Tammo S. Steenhuis,et al.  Comparison of Ground Penetrating Radar and Time-Domain Reflectometry as Soil Water Sensors , 1998 .

[11]  L. Bailin,et al.  A new method of near field analysis , 1959 .

[12]  S. Du,et al.  Reconnaisance studies of moisture in the subsurface with GPR , 1994 .

[13]  D. Goodman Ground‐penetrating radar simulation in engineering and archaeology , 1994 .

[14]  Sébastien Lambot Hydrogeophysical characterization of soil using ground penetrating radar , 2003 .

[15]  Willem Bouten,et al.  Comparison of travel time analysis and inverse modeling for soil water content determination with time domain reflectometry , 2002 .

[16]  Motoyuki Sato,et al.  Estimation of groundwater level by GPR in an area with multiple ambiguous reflections , 2001 .

[17]  A. P. Annan,et al.  Ground-penetrating radar for high-resolution mapping of soil and rock stratigraphy , 1989 .

[18]  B. Scheers,et al.  GPR design and modeling for identifying the shallow subsurface dielectric properties , 2003, Proceedings of the 2nd International Workshop onAdvanced Ground Penetrating Radar, 2003..

[19]  Jean-Claude Dubois,et al.  Analysis of GPR data: wave propagation velocity determination , 1995 .

[20]  George A. McMechan,et al.  Ray‐based synthesis of bistatic ground‐penetrating radar profiles , 1995 .

[21]  K. Henriksen,et al.  Time Domain Reflectometry Measurements of Nitrate Transport in Manure‐Amended Soil , 1998 .

[22]  B. Das,et al.  Monitoring soil water and ionic solute distributions using time-domain reflectometry , 1998 .

[23]  N. Kitchen,et al.  Accuracy issues in electromagnetic induction sensing of soil electrical conductivity for precision agriculture , 2001 .

[24]  Arnold Neumaier,et al.  Global Optimization by Multilevel Coordinate Search , 1999, J. Glob. Optim..

[25]  Willem Bouten,et al.  Information content of time domain reflectometry waveforms , 2001 .

[26]  Shmulik P. Friedman,et al.  Theoretical Prediction of Electrical Conductivity in Saturated and Unsaturated Soil , 1991 .

[27]  A. Tarussov,et al.  Soil Water Content Determination Using a Digital Ground-Penetrating Radar , 1996 .

[28]  Timo J. Heimovaara,et al.  Frequency domain analysis of time domain reflectometry waveforms: 1. Measurement of the complex dielectric permittivity of soils , 1994 .

[29]  W. Bouten,et al.  Soil water content measurements at different scales: accuracy of time domain reflectometry and ground-penetrating radar , 2001 .

[30]  Jeffrey C. Lagarias,et al.  Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions , 1998, SIAM J. Optim..

[31]  Johan Alexander Huisman,et al.  Measuring soil water content with ground penetrating radar , 2003 .

[32]  C. Tai,et al.  Dyadic green functions in electromagnetic theory , 1994 .

[33]  K. Michalski,et al.  Multilayered media Green's functions in integral equation formulations , 1997 .

[34]  Evert Slob,et al.  Coupling effects of two electric dipoles on an interface , 2002 .

[35]  Y. Sasaki Full 3-D inversion of electromagnetic data on PC , 2001 .

[36]  David J. Daniels,et al.  Surface-Penetrating Radar , 1996 .

[37]  William H. Press,et al.  Numerical Recipes: FORTRAN , 1988 .

[38]  T. Brubaker,et al.  Nonlinear Parameter Estimation , 1979 .

[39]  Susan S. Hubbard,et al.  Field‐scale estimation of volumetric water content using ground‐penetrating radar ground wave techniques , 2003 .

[40]  Ari Sihvola,et al.  Electromagnetic mixing formulas and applications , 1999 .

[41]  R. A. Overmeeren,et al.  Ground penetrating radar for determining volumetric soil water content ; results of comparative measurements at two test sites , 1997 .

[42]  William P. Inskeep,et al.  Nitrate Concentrations in the Root Zone Estimated Using Time Domain Reflectometry , 1999 .

[43]  Roger Hartmann,et al.  Using time domain reflectometry for monitoring mineralization of nitrogen from soil organic matter , 2000 .

[44]  W. Harry Mayne,et al.  Common Reflection Point Horizontal Data Stacking Techniques , 1962 .

[45]  A. P. Annan,et al.  Electromagnetic determination of soil water content: Measurements in coaxial transmission lines , 1980 .

[46]  A. P. Annan GPR—History, Trends, and Future Developments , 2002 .

[47]  Isabelle Huynen,et al.  Characterization of wet soils in the 2-18 GHz frequency range , 1999 .

[48]  Marnik Vanclooster,et al.  A global multilevel coordinate search procedure for estimating the unsaturated soil hydraulic properties , 2002 .

[49]  Yi Huang,et al.  Radar frequency dielectric dispersion in sandstone: Implications for determination of moisture and clay content , 2003 .

[50]  T. Miyamoto,et al.  Effects of Liquid-phase Electrical Conductivity, Water Content, and Surface Conductivity on Bulk Soil Electrical Conductivity1 , 1976 .