Mapping spatial variation in surface soil water content: comparison of ground-penetrating radar and time domain reflectometry

Abstract Mapping soil water content (SWC) is a difficult but important task in many fields, such as hydrology, agronomy and soil science. Ground-penetrating radar (GPR) is a valuable technique to measure surface SWC at an intermediate scale in between the scales of time domain reflectometry (TDR) and remotely sensed data. To measure SWC with GPR, the surface soil permittivity was determined with the ground wave velocity. The first aim of this study was to evaluate the potential of GPR to measure spatial SWC variation. The second aim was to compare GPR and TDR with respect to the type of spatial SWC structures that can be measured by these methods. A spatial structure in SWC was created by heterogeneous irrigation with sprinklers of various intensities. Then spatial SWC variation was measured with both GPR and TDR. The experiment showed that GPR is well able to measure spatial SWC variation as expressed by the variogram. The larger measurement volume of GPR filtered out small-scale spatial variation ( 5 m) in SWC. Especially the boundaries between areas with different SWC were better resolved in case of GPR because of the large number of GPR measurements obtained with the same measurement effort. Small-scale features (

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

[2]  Zhongbo Yu Assessing the response of subgrid hydrologic processes to atmospheric forcing with a hydrologic model system. , 2000 .

[3]  Günter Blöschl,et al.  On the spatial scaling of soil moisture , 1999 .

[4]  Willem Bouten,et al.  A Computer-Controlled 36-Channel Time Domain Reflectometry System for Monitoring Soil Water Contents , 1990 .

[5]  T. Jackson,et al.  Ground‐based investigation of soil moisture variability within remote sensing footprints During the Southern Great Plains 1997 (SGP97) Hydrology Experiment , 1999 .

[6]  Marnik Vanclooster,et al.  Intraseasonal dynamics of soil moisture variability within a small agricultural maize cropped field , 2002 .

[7]  T. Jackson,et al.  Remote sensing applications to hydrology: soil moisture , 1996 .

[8]  S. Hamburg,et al.  Automatic, real-time monitoring of soil moisture in a remote field area with time domain reflectometry. , 1991 .

[9]  C. Ritsema,et al.  Three-dimensional patterns of moisture, water repellency, bromide and pH in a sandy soil , 1998 .

[10]  T. Heimovaara Design of Triple‐Wire Time Domain Reflectometry Probes in Practice and Theory , 1993 .

[11]  Edzer Pebesma,et al.  GSTAT: a program for geostatistical modelling, prediction and simulation , 1998 .

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

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

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

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

[16]  Bruno Merz,et al.  Effects of spatial variability on the rainfall runoff process in a small loess catchment , 1998 .

[17]  John Knight,et al.  The sample areas of conventional and alternative time domain reflectometry probes , 1998 .

[18]  R. Reese Geostatistics for Environmental Scientists , 2001 .

[19]  Eric F. Wood,et al.  Effects of soil moisture aggregation on surface evaporative fluxes , 1997 .

[20]  R. Grayson,et al.  Toward capturing hydrologically significant connectivity in spatial patterns , 2001 .

[21]  Gerard B. M. Heuvelink Uncertainty analysis in environmental modelling under a change of spatial scale , 1998 .

[22]  A. P. Annan,et al.  Radio Interferometry Depth Sounding: Part I—THEORETICAL Discussion , 1973 .

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

[24]  Jan van der Kruk,et al.  Three-dimensional imaging of multi-component ground penetrating radar data , 2001 .

[25]  J. Starr,et al.  Real-time soil water dynamics using multisensor capacitance probes : Laboratory calibration , 1997 .

[26]  Todd H. Skaggs,et al.  Evolution of soil moisture spatial structure in a mixed vegetation pixel during the Southern Great Plains 1997 (SGP97) Hydrology Experiment , 2000 .

[27]  Ole H. Jacobsen,et al.  Time Domain Reflectometry Coil Probe Measurements of Water Content during Fingered Flow , 1999 .

[28]  Willem Bouten,et al.  Spatial patterns of throughfall and soil water dynamics in a Douglas fir stand , 1992 .