Performance of Soil Water Content Using Ground Penetrating Radar with Different Antenna Frequencies
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2018-05-22 https://doi.org/10.14419/ijet.v7i2.29.14263 -
Soil Water Content, Petrophysical Relationship, Ground Penetrating Radar, Antenna Frequencies, Geophysical Tool, Dielectric Permittivity. -
Abstract
Accurate measurements of Soil Water Content (SWC) with applicable and relevant support are essential in many fields of earth and soil engineering research. Ground Penetrating Radar (GPR) is a geophysical tool that measures and provides accurate results for determination of the SWC. To prove the accuracy of SWC measurement using GPR, a field survey was performed in peat soil. This paper presents a fieldwork survey with the aim of assessing the SWC measurement using GPR. The survey work was conducted at Johor Bharu using different antenna frequencies (250 and 700 MHz). Five profiles, which is 5m by 5m in length, were scanned along an east-west direction with a common offset at an equal spacing of 1m.  To measure the SWC using GPR, the researchers used the velocity from the GPR’s signal from the receiving antenna to the soil. Statistical analysis was carried out based on the dielectric permittivity and SWC. Schaap’s equation and Roth’s equation were used to distinguish the relative dielectric permittivity of the soil to SWC. The results of this study show the linear function,  for the measured SWC. The validation graph shows that at a frequency of 250 MHz, the depth of penetration was greater compared to the frequency of 750 MHz. These results, suggest that a higher frequency will give higher resolution but lower depth penetration.
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References
[1] Tang W. Monitoring Soil Moisture and Freeze / Thaw State Using C-band Imaging Radar. 2015.
[2] Aguilera H, Moreno L, Wesseling JG, Jimenez-Hernandez ME, Castano S. Soil moisture prediction to support management in semiarid wetlands during drying episodes. Catena. 2016;147:709-24.
[3] Altendorf CT, Elliott RL, Stevens EW, Stone ML. Development and validation of a neural network model for soil water content prediction with comparison to regression techniques. Transactions of the ASAE. 1999;42(3):691-.
[4] Noborio K. Measurement of soil water content and electrical conductivity by time domain reflectometry: A review. Computers and Electronics in Agriculture. 2001;31(3):213-37.
[5] Souza CF, Matsura EE. Multi-wire TDR probe evaluation to monitor soil water content. Revista Brasileira de Engenharia AgrÃcola e Ambiental. 2002;6(1):63-8.
[6] Lihua Z, Minzan L, Jianying S, Xijie Z, Peng Z. ' r ; Jr ii. 2005;5909:1-8.
[7] Imhoff PT, Reinhart DR, Englund M, Gu??rin R, Gawande N, Han B, et al. Review of state of the art methods for measuring water in landfills. Waste Management. 2007;27(6):729-45.
[8] Anderson K, Croft H. Remote sensing of soil surface properties. Progress in Physical Geography. 2009;33(4):457-73.
[9] Calamita G, Brocca L, Perrone a, Piscitelli S, Lapenna V, Melone F, et al. Electrical resistivity and TDR methods for soil moisture estimation in central Italy test-sites. Journal of Hydrology. 2012;454-455:101-12.
[10] Robinson DA, Campbell CS, Hopmans JW, Hornbuckle BK, Jones SB, Knight R, et al. Soil moisture measurement for ecological and hydrological watershed-scale observatories: A review. Vadose Zone Journal. 2008;7(1):358-89.
[11] Huisman Ja, Hubbard SS, Redman JD, Annan aP. Measuring Soil Water Content with Ground Penetrating Radar A Review. Vadose Zone Journal. 2003;2:476-91.
[12] Galagedara LW, Parkin GW, Redman JD. An analysis of the ground-penetrating radar direct ground wave method for soil water content measurement. Hydrological Processes. 2003;17(18):3615-28.
[13] Doolittle Ja, Jenkinson B, Hopkins D, Ulmer M, Tuttle W. Hydropedological investigations with ground-penetrating radar (GPR): Estimating water-table depths and local ground-water flow pattern in areas of coarse-textured soils. Geoderma. 2006;131(3-4):317-29.
[14] Weihermüller L, Huisman JA, Lambot S, Herbst M, Vereecken H. Mapping the spatial variation of soil water content at the field scale with different ground penetrating radar techniques. Journal of Hydrology. 2007;340(3):205-16.
[15] Doolittle JA, Sudduth KA, Kitchen NR, Indorante SJ. Estimating depths to claypans using electromagnetic induction methods. Journal of Soil and Water Conservation. 1994;49(6):572-5.
[16] Sheets KR, Hendrickx JMH. Noninvasive soil water content measurement using electromagnetic induction. Water resources research. 1995;31(10):2401-9.
[17] Sudduth Ka, Drummond ST, Kitchen NR. Accuracy issues in electromagnetic induction sensing of soil electrical conductivity for precision agriculture. Computers and Electronics in Agriculture. 2001;31(3):239-64.
[18] Dabas M, Tabbagh J, Boisgontier D, editors. Multi-depth continuous electrical profiling (MuCep) for characterization of in-field variability2001.
[19] Lund ED, Christy CD, Drummond PE. Practical Applications of Soil Electrical Conductivity Mapping. the 2nd European Conference on Precision Agriculture. 1999(July):1-9.
[20] Pallavi B, Saito H, Kato M. Application of GPR ground wave for mapping of spatiotemporal variations in the surface moisture content at a natural field site. 19th World Congress of Soil Science, Soil Solutions for a Changing World. 2010(August):13-6.
[21] Mai TC, Razafindratsima S, Sbartaï ZM, Demontoux F, Bos F. Non-destructive evaluation of moisture content of wood material at GPR frequency. Construction and Building Materials. 2015;77:213-7.
[22] Li M, Birken R, Sun NX, Wang ML. Compact Slot Antenna With Low Dispersion for Ground Penetrating Radar Application. IEEE Antennas and Wireless Propagation Letters. 2016;15:638-41.
[23] Rezanezhad F, Price JS, Quinton WL, Lennartz B, Milojevic T, Van Cappellen P. Structure of peat soils and implications for water storage, flow and solute transport: A review update for geochemists. Chemical Geology. 2016;429:75-84.
[24] Senin SF, Hamid R. Ground penetrating radar wave attenuation models for estimation of moisture and chloride content in concrete slab. Construction and Building Materials. 2016;106:659-69.
[25] Fu L, Liu S, Liu L, Lei L. Development of an Airborne Ground Penetrating Radar System - Antenna Design, Laboratory Experiment, and Numerical Simulation. 2014;7(3):761-6.
[26] Harari Z. Ground-penetrating radar (GPR) for imaging stratigraphic features and groundwater in sand dunes. Journal of Applied Geophysics. 1996;36(1):43-52.
[27] Topp GC, Davis JL, Annan AP. Electromagnetic determination of soil water content and electrical conductivity measurement using time domain reflectometry. Water Resources Research. 1980;16(3):574-82.
[28] Van Genuchten MT. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil science society of America journal. 1980;44(5):892-8.
[29] Dobriyal P, Qureshi A, Badola R, Hussain SA. A review of the methods available for estimating soil moisture and its implications for water resource management. Journal of Hydrology. 2012;458-459:110-7.
[30] O'Neal DP, Hirsch LR, Halas NJ, Payne JD, West JL. Photo-thermal tumor ablation in mice using near infrared-absorbing nanoparticles. Cancer letters. 2004;209(2):171-6.
[31] Parsekian AD, Slater L, Ntarlagiannis D, Nolan J, Sebesteyen SD, Kolka RK, et al. Uncertainty in Peat Volume and Soil Carbon Estimated Using Ground-Penetrating Radar and Probing. Soil Science Society of America Journal. 2012;76(5):1911-.
[32] Annan aP. Ground Penetrating Radar Principles, Procedure & Applications. Ground Penetrating Radar Theory and Applications. 2009;Ground Pen:iv-iv.
[33] Davis JL, Annan AP. Groundâ€penetrating radar for highâ€resolution mapping of soil and rock stratigraphy. Geophysical prospecting. 1989;37(5):531-51.
[34] Grote K. Field-scale estimation of volumetric water content using ground-penetrating radar ground wave techniques. Water Resources Research. 2003;39(11):1-14.
[35] Roth CH, Malicki MA, Plagge R. Empirical evaluation of the relationship between soil dielectric constant and volumetric water content as the basis for calibrating soil moisture measurements by TDR. Journal of Soil Science. 1992;43(1):1-13.
[36] Topp GC, Davis JL. Measurement of soil water content using time-domain reflectrometry (TDR): a field evaluation. Soil Science Society of America Journal. 1985;49(1):19-24.
[37] Noraini R, Seca G, Johan I, Mohd IJ. Comparative study of water quality at different peat swamp forest of Batang Igan, Sibu Sarawak. American Journal of Environmental Sciences. 2010;6(5):416-21.
[38] Comas X, Slater L, Reeve A. Spatial variability in biogenic gas accumulations in peat soils is revealed by ground penetrating radar (GPR). Geophysical Research Letters. 2005;32(8).
[39] Pumpanen J, Ilvesniemi H. Calibration of time domain reflectometry for forest soil humus layers. 2005.
[40] Ferre PA, Knight JH, Rudolph DL, Kachanoski RG. The sample areas of conventional and alternative time domain reflectometry probes. Water Resources Research. 1998;34(11):2971-9.
[41] Schaap MG, Bouten W, Verstraten JM. Forest floor water content dynamics in a Douglas fir stand. Journal of Hydrology. 1997;201(1-4):367-83.
[42] Lambot S, Weihermüller L, Huisman JA, Vereecken H, Vanclooster M, Slob EC. Analysis of airâ€launched groundâ€penetrating radar techniques to measure the soil surface water content. Water resources research. 2006;42(11).
[43] Jonard F, Weihermüller L, Vereecken H, Lambot S. Accounting for soil surface roughness in the inversion of ultrawideband off-ground GPR signal for soil moisture retrieval. Geophysics. 2012;77(1):H1-H7.
[44] Wang JR, Schmugge TJ. An empirical model for the complex dielectric permittivity of soils as a function of water content. IEEE Transactions on Geoscience and Remote Sensing. 1980;GE-18(4):288-95.
[45] Zehe E, Graeff T, Morgner M, Bauer a, Bronstert a. Plot and field scale soil moisture dynamics and subsurface wetness control on runoff generation in a headwater in the Ore Mountains. Hydrology and Earth System Sciences. 2010;14(6):873-89.
[46] Okazaki H, Nakazato H, Kwak Y. Application of high-frequency ground penetrating radar to the reconstruction of 3D sedimentary architecture in a flume model of a fluvial system. Sedimentary Geology. 2013;293:21-9.
[47] Mukhlisin M, Saputra A. Performance evaluation of volumetric water content and relative permittivity models. The Scientific World Journal. 2013;2013.
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How to Cite
Izzati Abd Karim, N., Albati Kamaruddin, S., & Che Hasan, R. (2018). Performance of Soil Water Content Using Ground Penetrating Radar with Different Antenna Frequencies. International Journal of Engineering & Technology, 7(2.29), 815-820. https://doi.org/10.14419/ijet.v7i2.29.14263Received date: 2018-06-18
Accepted date: 2018-06-18
Published date: 2018-05-22