Case Studies
May 25, 2019

In Situ Detection of Tree Root Systems under Heterogeneous Anthropogenic Soil Conditions Using Ground Penetrating Radar

Publication: Journal of Infrastructure Systems
Volume 25, Issue 3

Abstract

Tree roots can cause damage to surface and subsurface infrastructure. Hence, timely detection of root system architecture (RSA) is needed to reduce conflict between trees and man-made facilities. Because excavation is expensive and often restricted, noninvasive detection of RSA by ground penetrating radar (GPR) is a promising technique. Although several studies have proven the ability of GPR for RSA detection, the problem of distinguishing roots from unwanted reflections at urban test sites with heterogeneous, silty, clayey, or stony soil has not yet been fully solved. This study assessed the performance of GPR for in situ detection of RSA from a plane tree (Platanus acerifolia) and a buckeye (Aesculus hippocastanum) in urban heterogeneous multilayered soil using shielded 250-MHz antennas. Repeated manual hyperbola selections were performed, extracting the three-dimensional (3D) coordinates, which were visualized in top view to reveal connected structures. Unwanted selections were manually filtered by internal confirmation using depth slices from 3D radargram interpolations. Root indications were retraced in the field and validated by vacuum excavation. At our test site, the suggested approach was suitable for detecting the lateral positions of roots with diameters between 1 and 4 cm at depths of 17 to 70 cm, despite unfavorable substrate. Moreover, the assumed depth ranges were correct for both trees, and the main depth characteristics were fairly precisely projected. The rapid and cost-effective protocol allows minimal interventions and opens the door for similar applications in urban and nonurban land uses.

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Acknowledgments

The authors would like to thank the Gasunie Germany GmbH & Co. KG for the cooperation and technical support. We further acknowledge the support by the TERENO (Terrestrial Environmental Observatories) project funded by the Helmholtz Association. Many thanks also to Lakshman Galagedara from the Memorial University of Newfoundland for his improving comments on the manuscript.

References

Al Hagrey, S. A. 2007. “Geophysical imaging of root-zone, trunk, and moisture heterogeneity.” J. Exp. Bot. 58 (4): 839–854. https://doi.org/10.1093/jxb/erl237.
Bain, J. C., F. P. Day, and J. R. Butnor. 2017. “Experimental evaluation of several key factors affecting root biomass estimation by 1500 MHz ground-penetrating radar.” Remote Sens. 9 (12): 1337.
Bassuk, N., J. Grabosky, A. Mucciardi, and G. Raffel. 2011. “Ground-penetrating radar accurately locates tree roots in two soil media under pavement.” Arboriculture Urban For. 37 (4): 160–166.
Boniger, U., and J. Tronicke. 2010a. “Improving the interpretability of 3D GPR data using target-specific attributes: Application to tomb detection.” J. Archaeolog. Sci. 37 (2): 360–367.
Boniger, U., and J. Tronicke. 2012. “Subsurface utility extraction and characterization: Combining GPR symmetry and polarization attributes.” IEEE Trans. Geosci. Remote Sens. 50 (3): 736–746. https://doi.org/10.1109/TGRS.2011.2163413.
Böniger, U., and J. Tronicke. 2010a. “On the potential of kinematic GPR surveying using a self-tracking total station: Evaluating system crosstalk and latency.” IEEE Trans. Geosci. Remote Sens. 48 (10): 3792–3798.
Borden, K. A., S. C. Thomas, and M. E. Isaac. 2017. “Interspecific variation of tree root architecture in a temperate agroforestry system characterized using ground-penetrating radar.” Plant Soil 410 (1–2): 323–334. https://doi.org/10.1007/s11104-016-3015-x.
Butnor, J. R., J. A. Doolittle, L. Kress, S. Cohen, and K. H. Johnsen. 2001. “Use of ground-penetrating radar to study tree roots in the southeastern United States.” Tree Physiol. 21 (17): 1269–1278. https://doi.org/10.1093/treephys/21.17.1269.
Čermák, J., J. Hruška, M. Martinková, and A. Prax. 2000. “Urban tree root systems and their survival near houses analyzed using ground penetrating radar and sap flow techniques.” Plant Soil 219 (1–2): 103–116.
Craul, P. J. 1992. Urban soil in landscape design, 396. New York: Wiley.
FAO (Food and Agriculture Organization). 2010. Food and Agriculture Organization of the United Nations global forest resources assessments. Rome: FAO.
Freeland, R. S. 2015. “Imaging the lateral roots of the orange tree using three-dimensional GPR.” J. Environ. Eng. Geophys. 20 (3): 235–244. https://doi.org/10.2113/JEEG20.3.235.
Gormally, K. H., M. S. McIntosh, and A. N. Mucciardi. 2011. “Ground-penetrating radar detection and three-dimensional mapping of lateral macropores: I. Calibration.” Soil Sci. Soc. Am. J. 75 (4): 1226–1235. https://doi.org/10.2136/sssaj2010.0339.
Guo, L., J. Chen, X. Cui, B. Fan, and H. Lin. 2013a. “Application of ground penetrating radar for coarse root detection and quantification: A review.” Plant Soil 362 (1–2): 1–23. https://doi.org/10.1007/s11104-012-1455-5.
Guo, L., H. Lin, B. Fan, X. Cui, and J. Chen. 2013b. “Impact of root water content on root biomass estimation using ground penetrating radar: Evidence from forward simulations and field controlled experiments.” Plant Soil 371 (1–2): 503–520. https://doi.org/10.1007/s11104-013-1710-4.
Guo, L., Y. Wu, J. Chen, Y. Hirano, T. Tanikawa, W. Li, and X. Cui. 2015. “Calibrating the impact of root orientation on root quantification using ground-penetrating radar.” Plant Soil 395 (1–2): 289–305. https://doi.org/10.1007/s11104-015-2563-9.
Hirano, Y., M. Dannoura, K. Aono, T. Igarashi, M. Ishii, K. Yamase, N. Makita, and Y. Kanazawa. 2009. “Limiting factors in the detection of tree roots using ground-penetrating radar.” Plant Soil 319 (1–2): 15–24. https://doi.org/10.1007/s11104-008-9845-4.
Hruska, J., J. Cermak, and S. Sustek. 1999. “Mapping tree root systems with ground-penetrating radar.” Tree Physiol. 19 (2): 125–130. https://doi.org/10.1093/treephys/19.2.125.
ISO. 1995. Soil quality–determination of organic and total carbon after dry combustion (elementary analysis). ISO 10694. Geneva, Switzerland: ISO.
Jim, C. Y. 1998. “Urban soil characteristics and limitation for landscape planting in Hong Kong.” Landscape Urban Plann. 40 (4): 235–249. https://doi.org/10.1016/S0169-2046(97)00117-5.
Krainyukov, A., and I. Lyaksa. 2016. “Detection of tree roots in an urban area with the use of ground penetrating radar.” Transp. Telecommun. J. 17 (4): 362–370. https://doi.org/10.1515/ttj-2016-0032.
Lai, W. W. L., X. Derobert, and P. Annan. 2018. “A review of ground penetrating radar application in civil engineering: A 30-year journey from locating and testing to imaging and diagnosis.” NDT Int. 96 (June): 58–78. https://doi.org/10.1016/j.ndteint.2017.04.002.
Liu, Q. X., X. H. Cui, X. B. Liu, J Chen, X. H. Chen, and X. Cao. 2018. “Detection of root orientation using ground-penetrating radar.” IEEE Trans. Geosci. Remote Sens. 56 (1): 93–104. https://doi.org/10.1109/TGRS.2017.2737003.
MacLeod, R. D., and W. J. Cram. 1996. Forces exerted by tree roots, 5. Arboriculture Research and Information Note, 134. Farnham, UK: Arboriculture Research and Information Service.
Mertens, L., R. Persico, L. Matera, and S. Lambot. 2016. “Automated detection of reflection hyperbolas in complex GPR images with NoA Priori knowledge on the medium.” IEEE Trans. Geosci. Remote Sens. 54 (1): 580–596. https://doi.org/10.1109/TGRS.2015.2462727.
Mullaney, J., T. Lucke, and S. J. Trueman. 2015. “A review of benefits and challenges in growing street trees in paved urban environments.” Landscape Urban Plann. 134 (Feb): 157–166. https://doi.org/10.1016/j.landurbplan.2014.10.013.
Neal, A. 2004. “Ground-penetrating radar and its use in sedimentology: Principles, problems and progress.” Earth Sci. Rev. 66 (3–4): 261–330. https://doi.org/10.1016/j.earscirev.2004.01.004.
Nichols, P., A. McCallum, and T. Lucke. 2017. “Using ground penetrating radar to locate and categorise tree roots under urban pavements.” Urban For. Urban Greening 27 (Oct): 9–14. https://doi.org/10.1016/j.ufug.2017.06.019.
North, E. A., G. R. Johnson, and T. E. Burk. 2015. “Trunk flare diameter detections as an infrastructure planning tool to reduce tree and sidewalk conflicts.” Urban For. Urban Greening 14 (1): 65–71.
Östberg, J., M. Martinsson, O. Stal, and A. M. Fransson. 2012. “Risk of root intrusion by tree and shrub species into sewer pipes in Swedish urban areas.” Urban For. Urban Greening 11 (1): 65–71. https://doi.org/10.1016/j.ufug.2011.11.001.
Radzevicius, S. J., and J. J. Daniels. 2000. “Ground penetrating radar polarization and scattering from cylinders.” J. Appl. Geophys. 45 (2): 111–125. https://doi.org/10.1016/S0926-9851(00)00023-9.
Randrup, T., G. McPherson, and L. Costello. 2001. “Tree root intrusion in sewer systems: Review of extent and costs.” J. Infrastruct. Syst. 7 (1): 26–31. https://doi.org/10.1061/(ASCE)1076-0342(2001)7:1(26).
Stokes, A., T. Fourcaud, J. Hruska, J. Cermak, N. Nadyezdhina, V. Nadyezhdin, and L. Praus. 2002. “An evaluation of different methods to investigate root system architecture of urban trees in situ: I. Ground-penetrating radar.” J. Arboriculture 28 (1): 2–10.
Tanikawa, T., Y. Hirano, M. Dannoura, K. Yamase, K. Aono, M. Ishii, T. Igarashi, H. Ikeno, and Y. Kanazawa. 2013. “Root orientation can affect detection accuracy of ground-penetrating radar.” Plant Soil 373 (1–2): 317–327. https://doi.org/10.1007/s11104-013-1798-6.
USDA. 2014. Kellogg soil survey laboratory methods manual. Lincoln, NE: National Soil Survey Center, Natural Resources Conservation Service, USDA Lincoln.
van der Kruk, J. 2004. “Reduction of unwanted directions and reactions from above-surface objects.” In Ground penetrating radar, edited by D. J. Daniels, 333–335. 2nd ed. London: Institution of Electrical Engineers.
van der Kruk, J., R. Streich, and M. Grasmueck. 2010. “Towards true-amplitude vector migration of GPR data using exact radiation patterns.” In Advances in near surface seismology and ground penetrating radar book, edited by R. D. Miller, J. D. Bradford, and K. Holliger, 97–116. Geophysical Developments Series, 15. Tulsa, OK: Society of Exploration Geophysicists.
Wu, Y., L. Guo, X. Cui, J. Chen, X. Cao, and H. Lin. 2014. “Ground-penetrating radar-based automatic reconstruction of three-dimensional coarse root system architecture.” Plant Soil 383 (1–2): 155–172. https://doi.org/10.1007/s11104-014-2139-0.
Yan, H., X. L. Dong, G. Feng, S. Zhang, and A. Mucciardi. 2013. “Coarse root spatial distribution determined using a ground penetrating radar technique in a subtropical evergreen broad-leaved forest, China.” Sci. China Life Sci. 56 (11): 1038–1046. https://doi.org/10.1007/s11427-013-4560-7.
Yeung, S. W., W. M. Yan, and C. H. B. Hau. 2016. “Performance of ground penetrating radar in root detection and its application in root diameter estimation under controlled conditions.” Sci. China-Earth Sci. 59 (1): 145–155. https://doi.org/10.1007/s11430-015-5156-9.
Zenone, T., G. Morelli, M. Teobaldelli, F. Fischanger, M. Matteucci, M. Sordini, A. Armani, C. Ferre, T. Chiti, and G. Seufert. 2008. “Preliminary use of ground-penetrating radar and electrical resistivity tomography to study tree roots in pine forests and poplar plantations.” Funct. Plant Biol. 35 (10): 1047–1058. https://doi.org/10.1071/FP08062.
Zhu, S., C. Huang, Y. Su, and M. Sato. 2014. “3D ground penetrating radar to detect tree roots and estimate root biomass in the field.” Remote Sens. 6 (6): 5754–5773. https://doi.org/10.3390/rs6065754.

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Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 25Issue 3September 2019

History

Received: Aug 2, 2017
Accepted: Feb 25, 2019
Published online: May 25, 2019
Published in print: Sep 1, 2019
Discussion open until: Oct 25, 2019

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D. Altdorff, Ph.D. [email protected]
Postdoctoral Fellow, Institute of Bio and Geosciences Agrosphere 3, Forschungszentrum Jülich GmbH, W-Johnen-Straße, 52428 Jülich, Germany; presently, Boreal Ecosystem Research Facilities, School of Science and Environment, Memorial Univ. of Newfoundland, Grenfell Campus, 20 University Dr., Corner Brook, NL, Canada A2H 5G4 (corresponding author). Email: [email protected]
J. Botschek, Ph.D. [email protected]
Director, Botschek Bodenkunde, Blücherstraße 40, 53115 Bonn, Germany. Email: [email protected]
Director, Sachverständigenbüro M. Honds GmbH & Co. KG, Berger Dorfstraße 35 in Mönchengladbach, D-41189 Mönchengladbach, Germany. Email: [email protected]
J. van der Kruk, Ph.D. [email protected]
Professor, Senior Scientist, Institute of Bio and Geosciences Agrosphere 3, Forschungszentrum Jülich GmbH, W-Johnen-Straße, 52428 Jülich, Germany. Email: [email protected]
H. Vereecken, Ph.D. [email protected]
Professor, Head of the Institute, Institute of Bio and Geosciences Agrosphere 3, Forschungszentrum Jülich GmbH, W-Johnen-Straße, 52428 Jülich, Germany. Email: [email protected]

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