Frequency dependence of the soil electromagnetic properties derived from ground-penetrating radar signal inversion

被引:35
作者
Lambot S. [1 ,2 ]
van den Bosch I. [3 ]
Stockbroeckx B. [4 ]
Druyts P. [5 ]
Vanclooster M. [2 ]
Slob E. [1 ]
机构
[1] Department of Geotechnology, Delft University of Technology, 2628 RX Delft
[2] Department of Environmental Sciences and Land Use Planning, Catholic University of Louvain, Louvain-la-Neuve
[3] Microwave Laboratory, Catholic University of Louvain, Louvain-la-Neuve
[4] Mic6 Company, Louvain-la-Neuve
[5] Signal and Image Center, Royal Military Academy, Brussels
来源
Subsurface Sensing Technologies and Applications | 2005年 / 6卷 / 1期
关键词
Frequency dependence; Ground penetrating radar; Inverse modeling; Soil electromagnetic properties;
D O I
10.1007/s11220-005-4228-x
中图分类号
学科分类号
摘要
The accuracy at which the subsurface electromagnetic properties can be identified from full wave inversion of ground penetrating radar (GPR) signals relies on the appropriateness of the model describing their frequency dependence. In this paper, we focus on the characterization of the frequency dependence of the dielectric permittivity and electric conductivity of a sandy soil subject to different water contents from inversion of GPR measurements. Based on previous studies of Lambot et al. the methodology relies on an ultrawide band (UWB) stepped-frequency continuous-wave (SFCW) radar combined with an off-ground monostatic transverse electromagnetic (TEM) horn antenna. Forward modeling of the radar signal is based on linear system transfer functions for describing the antenna, and on the exact solution of Maxwell's equations for wave propagation in a horizontally multilayered medium representing the subsurface. Model inversion, formulated by the classical least-squares problem, is carried out iteratively using advanced global optimization techniques. The frequency dependence of the electromagnetic properties of the sandy soil is characterized by performing inversions of the radar signal in different and subsequent limited frequency bands, in which the electromagnetic parameters are assumed to be constant. We observed that over the entire frequency band considered in this study (1-3 GHz), the dielectric permittivity of the sand remains constant with frequency, whatever the water content is. In contrast, the electric conductivity increases significantly from 1GHz to 3 GHz, and this effect increases with water content. The frequency dependence of the electric conductivity may be adequately described using a simple linear relationship. This approach is advantageous since it limits the number of parameters to be optimized in the inverse modeling procedure. © 2005 Springer Science+Business Media, Inc.
引用
收藏
页码:73 / 87
页数:14
相关论文
共 22 条
[1]  
Yeh T.-C.J., Gelhar L.W., Gutjahr A.L., Stochastic analysis of unsaturated flow in hetergogeneous soils, 1, Statistically isotropic media, Water Resour. Res., 21, pp. 447-456, (1985)
[2]  
Davis J.L., Annan A.P., Ground penetrating radar for high resolution mapping of soil and rock stratigraphy, Geophys. Prospecting, 37, pp. 531-551, (1989)
[3]  
Nakashima Y., Zhou H., Sato M., Estimation of groundwater level by GPR in an area with multiple ambiguous reflections, J. Appl. Geophys., 47, pp. 241-249, (2001)
[4]  
Vellidis G., Smith M.C., Thomas D.L., Asmussen L.E., Detecting wetting front movement in a sandy soil with ground penetrating radar, Trans. ASAE, 33, pp. 1867-1874, (1990)
[5]  
Chanzy A., Tarussov A., Judge A., Bonn F., Soil water content determination using digital ground penetrating radar, Soil Sci. Soci. Ame. J., 60, pp. 1318-1326, (1996)
[6]  
Weiler K.W., Steenhuis T.S., Boll J., Kung K.-J.S., Comparison of ground penetrating radar and time domain reflectometry as soil water sensors, Soil Sci. Soc. Am. J., 62, pp. 1237-1239, (1998)
[7]  
Huisman J.A., Sperl C., Bouten W., Verstraten J.M., Soil water content measurements at different scales: Accuracy of time domain reflectometry and ground penetrating radar, J. Hydrol., 245, pp. 48-58, (2001)
[8]  
Serbin G., Or D., Near-surface water content measurements using horn antenna radar: Methodology and overview, Vadose Zone, 2, pp. 500-510, (2003)
[9]  
Hubbard S.S., Rubin Y., Majer E., Ground-penetrating-radar-assisted saturation and permeability estimation in bimodal systems, Water Resour. Res., 33, pp. 971-990, (1997)
[10]  
al Hagrey S.A., Muller C., GPR study of pore water content and salinity in sand, Geophysical Prospecting, 48, pp. 63-85, (2000)