A procedure for mapping the depth to the texture contrast horizon of duplex soils in south-western Australia using ground penetrating radar, GPS and kriging
M. A. Simeoni A D , P. D. Galloway B , A. J. O’Neil C and R. J. Gilkes AA School of Earth and Environment, The University of Western Australia, WA, Australia.
B Department of Agriculture and Food, Western Australia, Esperance, WA, Australia.
C DownUnder GeoSolutions, Subiaco, Western Australia, Australia.
D Corresponding author. Email: simeoni@cyllene.uwa.edu.au
Australian Journal of Soil Research 47(6) 613-621 https://doi.org/10.1071/SR08241
Submitted: 27 October 2008 Accepted: 6 May 2009 Published: 30 September 2009
Abstract
A procedure for the rapid and accurate mapping of the depth to the texture contrast horizon of duplex soils was trialled. Data were collected using ground-penetrating radar with a 250 MHz antenna at 4 sites in the Esperance region of Western Australia. The contrast at the B horizon was identified using a ‘picking’ process similar to seismic surveys. The GPS data were integrated and depth to B horizon maps produced by kriging. The results were related to core data taken for sites and showed that GPR can provide accurate and detailed subsurface maps with ±0.1 m accuracy for B horizon depth. The influence of B horizon material composition on GPR response was also investigated using amplitude mapping. The spacing between GPR transects can affect map quality, particularly if the lateral variation in the B horizon depth is not adequately sampled by the line spacing selected. With further integration of the data collection and post-processing procedures, this would prove to be a useful tool for farmers and natural resource managers.
Additional keywords: ground penetrating radar, duplex B, clay, mapping.
Acknowledgments
This work was funded by the Grains Research and Development Council of Australia and by South Coast Natural Resource Management Inc., with funding provided by the Australian and Western Australian Governments through the National Action Plan for Salinity and Water Quality and the Natural Heritage Trust II. The authors wish to acknowledge the technical assistance of Miss Kelly Kong from DAFWA, Esperance, and the farmers who kindly allowed us to conduct research on their properties, Mr and Mrs Agnew and the Stead family.
Allred BJ,
Daniels JJ,
Fausey NR,
Chen C,
Peters L, Youn H
(2005) Important considerations for locating buried agricultural drainage pipe using ground penetrating radar. Applied Engineering in Agriculture 21(1), 71–87.
Boll J,
van Rijn RPG,
Weiler KW,
Ewen JA,
Daliparthy J,
Herbet SJ, Steenhuis TS
(1996) Using ground penetrating radar to detect layers in a sandy field soil. Geoderma 70, 117–132.
| Crossref | GoogleScholarGoogle Scholar |
Bradford JH
(2007) Frequency-dependent attenuation analysis of ground-penetrating radar data. Geophysics 72(3), J7–J16.
| Crossref | GoogleScholarGoogle Scholar |
Conyers LB, Cameron CM
(1998) Ground-penetrating radar techniques and three-dimensional computer mapping in the American southwest. Journal of Field Archaeology 25(4), 417–430.
| Crossref | GoogleScholarGoogle Scholar |
Cook SE, Bramley RGV
(1998) Precision agriculture – opportunities, benefits and pitfalls of site-specific crop management in Australia. Australian Journal of Experimental Agriculture 38, 753–763.
| Crossref | GoogleScholarGoogle Scholar |
Corwin DL, Lesch SM
(2005) Apparent soil electrical conductivity measurements in agriculture. Computers and Electronics in Agriculture 46, 11–43.
| Crossref | GoogleScholarGoogle Scholar |
Doolittle JA, Collins ME
(1995) Use of soil information to determine the application of ground penetrating radar. Journal of Applied Geophysics 33, 101–108.
| Crossref | GoogleScholarGoogle Scholar |
Doolittle JA,
Minzenmayer FE,
Waltman SW,
Benham EC,
Tuttle JW, Peaslee SD
(2007) Ground penetrating radar soil suitability map of the conterminous United States. Geoderma 141, 416–421.
| Crossref | GoogleScholarGoogle Scholar |
Freeland RS,
Yoder RE,
Ammons JT, Leonard LL
(2002) Integration of real-time global positioning with ground penetrating radar surveys. Applied Engineering in Agriculture 18(5), 647–650.
Hendrickx JMH,
Borchers B,
Corwin DL,
Lesch SM,
Higendorf AC, Schlue J
(2002) Inversion of soil conductivity profiles from electromagnetic induction measurements: theory and experimental verification. Soil Science Society of America Journal 56(6), 1933–1941.
Inman DJ,
Freeland RS,
Yoder RE,
Ammons JT, Leonard LL
(2001) Evaluating GPR and EMI for morphological studies of loessial soils. Soil Science 166, 622–630.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Mokma DL,
Schaetzl EP,
Johnson EP, Doolittle JA
(1990) Assessing Bt horizon character in sandy soils using ground penetrating radar: implication for soil survey. Soil Survey Horizons 31(1), 1–18.
Passioura JB
(1992) Overview of the processes limiting crop production on duplex soils. Australian Journal of Experimental Agriculture 32, 987–990.
| Crossref | GoogleScholarGoogle Scholar |
Shatar TM, McBratney AB
(1999) Empirical modeling of relationships between sorghum yield and soil properties. Precision Agriculture 1, 249–276.
| Crossref | GoogleScholarGoogle Scholar |
Tennant D,
Scholz G,
Dixon J, Purdie B
(1992) Physical and chemical characteristics of duplex soils and their distribution in the south-west of Western Australia. Australian Journal of Experimental Agriculture 32, 827–843.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Topp GC,
Davis JL, Annan AP
(1980) Electromagnetic determination of soil water content: measurements in coaxial transmission lines. Water Resource Research 16, 574–582.
| Crossref |
Turner NC
(1992) Crop production on duplex soil: an introduction. Australian Journal of Experimental Agriculture 32, 797–800.
| Crossref | GoogleScholarGoogle Scholar |
Verboom WH, Pate JS
(2003) Relationships between cluster root-bearing taxa and laterite across landscapes in south west Western Australia: an approach using airborne radiometric and digital elevation models. Plant and Soil 248, 321–333.
| Crossref | GoogleScholarGoogle Scholar |
CAS |