1887
Volume 6 Number 6
  • ISSN: 1569-4445
  • E-ISSN: 1873-0604

Abstract

ABSTRACT

Full‐waveform inverse modelling of proximal ground‐penetrating radar was used to measure soil surface water content in irrigated areas of southern Tunisia. The ground‐penetrating radar system consisted of a hand held vector network analyser combined with an off‐ground monostatic horn antenna, thereby setting up an ultra wideband stepped‐frequency continuous‐wave radar. Inversion of the radar Green’s function was performed in the time‐domain, on a time window focused on the surface reflection only. Results were compared with volumetric and time‐domain reflectometry measurements, as well as with an improved version of the standard reflection coefficient method. Except for water contents close to saturation, good agreements were obtained between ground‐penetrating radar, time‐domain reflectometry and volumetric samples. Significant differences were observed when the soil electric conductivity was high and could not be neglected anymore in the inversion process. Accounting for electric conductivity provided better results. Remaining errors were attributed to the different scales of characterization dealt with in relation to the vertical variability of water content in the top few centimetres of the soil. The proposed method appears to be more practical and accurate than the standard reflection coefficient method and shows great promise for real‐time mapping of surface soil moisture at the field scale.

Loading

Article metrics loading...

/content/journals/10.3997/1873-0604.2008028
2008-04-01
2024-04-25
Loading full text...

Full text loading...

References

  1. BouyoucosG. J. and MickA. H.1939. A method for obtaining a continuous measurement of soil moisture under field conditions.Science89, 252–252.
    [Google Scholar]
  2. ChanzyA., TarussovA., JudgeA. and BonnF.1996. Soil water content determination using digital ground‐penetrating radar.Soil Science Society of America Journal60, 1318–1326.
    [Google Scholar]
  3. DaneJ. and ToppG.2002. Methods of Soil Analysis. Part 4. Physical Methods, Soil Science Society of America Book Series, vol. 5. Soil Science Society of America, Inc., Madison, WI.
    [Google Scholar]
  4. DobsonM.C. and UlabyF.T.1986. Active microwave soil moisture research.IEEE Transactions on Geoscience and Remote Sensing24, 23–36.
    [Google Scholar]
  5. DuS. and RummelP.1994. Reconnaissance studies of moisture in the subsurface with GPR. Proceedings of the Fifth International Conference on Ground Penetrating Radar, Waterloo, Ontario, Canada, pp. 1241–1248.
    [Google Scholar]
  6. FamigliettiJ.S., DevereauxJ.A., LaymonC.A., TsegayeT., HouserP.R., JacksonT.J. et al. 1999. Ground‐based investigation of soil moisture variability within remote sensing footprints during the Southern Great Plains 1997 (SGP97) Hydrology Experiment. Water Resources Research35, 1839–1851.
    [Google Scholar]
  7. GalagedaraL.W., ParkinG.W. and RedmanJ.D.2003. An analysis of the GPR direct ground wave method for soil water content measurement.Hydrological Processes17, 3615–3628.
    [Google Scholar]
  8. GalagedaraL.W., ParkinG.W., RedmanJ.D., von BertoldiP. and EndresA.L.2005a. Field studies of the GPR ground wave method for estimating soil water content during irrigation and drainage.Journal of Hydrology301, 182–197.
    [Google Scholar]
  9. GalagedaraL.W., RedmanJ.D., ParkinG.W., AnnanA.P. and EndresA.L.2005b. Numerical modeling of GPR to determine the direct ground wave sampling depth.Vadose Zone Journal4, 1096–1106.
    [Google Scholar]
  10. GroteK., HubbardS.S. and RubinY.2003, Field‐scale estimation of volumetric water content using GPR ground wave techniques. Water Resources Research39, 1321. doi:10.1029/2003WR002045.
    [Google Scholar]
  11. HuismanJ.A., HubbardS.S., RedmanJ.D. and AnnanA.P.2003. Measuring soil water content with ground penetrating radar: A review.Vadose Zone Journal2, 476–491.
    [Google Scholar]
  12. HuismanJ.A., SnepvangersJ.J.J.C., BoutenW. and HeuvelinkG.B.M.2002, Mapping spatial variation in surface soil water content: comparison of ground‐penetrating radar and time domain reflectometry. Journal of Hydrology269, 194–207.
    [Google Scholar]
  13. HuismanJ.A., SperlC., BoutenW. and VerstratenJ.M.2001. Soil water content measurements at different scales: accuracy of time domain reflectometry and ground penetrating radar.Journal of Hydrology245, 292 48–292 58.
    [Google Scholar]
  14. van der KrukJ.2006. Properties of surface waveguides derived from inversion of fundamental and higher mode dispersive GPR data.IEEE Transactions on Geoscience and Remote Sensing44, 2908–2915.
    [Google Scholar]
  15. LalR.2004., Soil carbon sequestration impacts on global climate change and food security. Science304, 1623–1627.
    [Google Scholar]
  16. LambotS., AntoineM., VancloosterM. and SlobE.C.2006a. Effect of soil roughness on the inversion of off‐ground monostatic GPR signal for noninvasive quantification of soil properties.Water Resources Research42, W03,403. doi:10.1029/2005WR004416.
    [Google Scholar]
  17. LambotS., BinleyA., SlobE. and HubbardS.2008, Ground penetrating radar in hydrogeophysics. Vadose Zone Journal7, 137–139. doi:10.2136/vzj2007.0180.
    [Google Scholar]
  18. LambotS., SlobE.C., van den BoschI., StockbroeckxB. and VancloosterM.2004. Modeling of ground penetrating radar for accurate characterization of subsurface electric properties.IEEE Transactions on Geoscience and Remote Sensing42, 2555–2568.
    [Google Scholar]
  19. LambotS., SlobE.C., VancloosterM. and VereeckenH.2006b. Closed loop GPR data inversion for soil hydraulic and electric property determination.Geophysical Research Letters33, L21,405. doi:10.1029/2006GL027.906.
    [Google Scholar]
  20. LambotS., SlobE. and VereeckenH.2007. Fast evaluation of zero‐offset Green's function for layered media with application to ground‐penetrating radar.Geophysical Research Letters34, L21,405. doi:10.1029/2007GL031.459.
    [Google Scholar]
  21. LambotS., WeihermüllerL., HuismanJ.A., VereeckenH., VancloosterM. and SlobE.C.2006c. Analysis of air‐launched ground‐penetrating radar techniques to measure the soil surface water content.Water Resources Research42, W11,403. doi:10.1029/2006WR005097.
    [Google Scholar]
  22. MatsonP.A., PartonW.J., PowerA.G. and SwiftM.J.1997. Agricultural intensification and ecosystem properties.,Science277, 504–509.
    [Google Scholar]
  23. MichalskiK.A. and MosigJ.R.1997. Multilayered media Green's functions in integral equation formulations.IEEE Transactions on Antennas and Propagation45, 508–519.
    [Google Scholar]
  24. OdenC.P., OlhoeftG.R., WrightD.L. and PowersM.H.2008. Measuring the electrical properties of soil using a calibrated ground‐coupled GPR System.Vadose Zone Journal 7, in press.
    [Google Scholar]
  25. PettinelliE., VannaroniG., Di PasquoB., MatteiE., Di MatteoA., De SantisA. and AnnanP.A.2007. Correlation between near‐surface electromagnetic soil parameters and early‐time GPR signals: An experimental study.Geophysics72, A25–A28.
    [Google Scholar]
  26. RedmanJ.D., DavisJ.L., GalagedaraL.W. and ParkinG.W.2002. Field studies of GPR air launched surface reflectivity measurements of soil water content.Proceedings of the Ninth International Conference on Ground Penetrating Radar, Santa Barbara, California, USA, pp. 156–161.
    [Google Scholar]
  27. RhoadesJ.D., RaatsP.A.C. and PratherR.J.1976. Effects of liquid‐phase electrical conductivity, water content, and surface conductivity on bulk soil electrical conductivity.Soil Science Society of America Journal40, 651–655.
    [Google Scholar]
  28. RobinsonD.A., JonesS.B., WraithJ.M., OrD. and FriedmanS.P.2003. A review of advances in dielectric and electrical conductivity measurement in soils using time domain reflectometry.Vadose Zone Journal2, 444–475.
    [Google Scholar]
  29. de RosnayP., CalvetJ.C., KerrY., WigneronJ.P., LemaitreF., EscorihuelaM.J. et al. 2006. SMOSREX: A long term field campaign experiment for soil moisture and land surface processes remote sensing.Remote Sensing of Environment102, 377–389.
    [Google Scholar]
  30. SerbinG. and OrD.2003. Near‐surface water content measurements using horn antenna radar: methodology and overview.Vadose Zone Journal2, 500–510.
    [Google Scholar]
  31. SerbinG. and OrD.2004. Ground‐penetrating radar measurement of soil water content dynamics using a suspended horn antenna.IEEE Transactions on Geoscience and Remote Sensing42, 1695–1705.
    [Google Scholar]
  32. SeyfriedM.S., GrantL.E., DuE. and HumesK.2005. Dielectric loss and calibration of the hydra probe soil water sensor.Vadose Zone Journal4, 1070–1079.
    [Google Scholar]
  33. SherlockM.D. and McDonnellJ.J.2003. A new tool for hillslope hydrologists: spatially distributed groundwater level and soil water content measured using electromagnetic induction.Hydrological Processes17, 1965–1977.
    [Google Scholar]
  34. SlobE.C. and FokkemaJ.2002. Coupling effects of two electric dipoles on an interface.Radio Science37, 1073. doi:10.1029/2001RS2529.
    [Google Scholar]
  35. SoldovieriF., HugenschmidtJ., PersicoR. and LeoneG.2007. A linear inverse scattering algorithm for realistic GPR applications. Near Surface Geophysics5, 29–41
    [Google Scholar]
  36. ToppG., DavisJ.L. and AnnanA.P.1980. Electromagnetic determination of soil water content: Measurements in coaxial transmission lines.Water Resources Research16, 574–582.
    [Google Scholar]
  37. VereeckenH., KasteelR., VanderborghtJ. and HarterT.2007. Upscaling hydraulic properties and soil water flow processes in heterogeneous soils: A review.Vadose Zone Journal6, 1–28.
    [Google Scholar]
  38. WeihermüllerL., HuismanJ.A., LambotS., HerbstM. and VereeckenH.2007. Mapping the spatial variation of soil water content at the field scale with different ground penetrating radar techniques.Journal of Hydrology340, 205–216. doi:10.1016/j.jhydrol.2007.04.013.
    [Google Scholar]
http://instance.metastore.ingenta.com/content/journals/10.3997/1873-0604.2008028
Loading
/content/journals/10.3997/1873-0604.2008028
Loading

Data & Media loading...

  • Article Type: Research Article

Most Cited This Month Most Cited RSS feed

This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error