Technical Papers
Nov 28, 2017

Reliability Analysis of Ground-Penetrating Radar for the Detection of Subsurface Delamination

Publication: Journal of Bridge Engineering
Volume 23, Issue 2

Abstract

This article reports on research to experimentally analyze the reliability of ground-coupled ground-penetrating radar (GPR) for the detection and imaging of subsurface delamination in concrete. Experimental studies were conducted that included a RC deck mock-up with synthetic delamination targets and two highway bridge decks. Both of the bridge decks had areas of delamination as determined through sounding, infrared thermography, and some limited physical sampling. Receiver operating characteristics (ROC) analysis was used to evaluate the reliability of GPR when implemented using the procedure described in the current ASTM standard that employs signal reflections from uppermost steel bars. The overall results indicate that GPR had limited ability to detect and image areas of delamination in concrete using the aforementioned ASTM procedure. After almost four decades of implementation of GPR for the condition assessment of concrete bridge decks, confusion remains regarding the ability of GPR to directly detect areas of delamination. The findings from this research should make an important contribution to clarifying this issue to improve decision making for maintenance and repair when considering GPR as a condition assessment tool.

Get full access to this article

View all available purchase options and get full access to this article.

References

AASHTO. (2013). Manual for bridge element inspection, Washington, DC.
Annan, A. P. (2004). Ground penetrating radar: Principles, procedures and applications, Sensors & Software, Mississauga, ON, Canada.
ASTM. (2015). “Standard test method for evaluating asphalt-covered concrete bridge decks using ground penetrating radar.” D6087-08(2015)e1, West Conshohocken, PA.
Barnes, C., and Trottier, J. (2000). “Effectiveness of ground penetrating radar for preparing pre-tender deterioration estimates on asphalt covered reinforced concrete bridge decks.” Proc., Structural Materials Technology IV, Technomic, Lancaster, PA, 47–52.
Barnes, C., and Trottier, J.-F. (2002). “Phenomena and conditions in bridge decks that confound ground-penetrating radar data analysis.” Transp. Res. Rec., 1795, 57–61.
Barnes, C. L., and Trottier, J.-F. (2004). “Effectiveness of ground penetrating radar in predicting deck repair quantities.” J. Infrastruct. Syst., 69–76.
Barnes, C. L., Trottier, J.-F., and Forgeron, D. (2008). “Improved concrete bridge deck evaluation using GPR by accounting for signal depth–amplitude effects.” NDT and E. Int., 41(6), 427–433.
Clemeña, G. G. (1993). “The use of ground-penetrating radar in the surveying of overlaid bridge decks.” Rep. No. FHWA/VA-93-R20, Virginia Dept. of Transportation, Richmond, VA.
Dinh, K., Zayed, T., Romero, F., and Tarussov, A. (2015). “Method for analyzing time-series GPR data of concrete bridge decks.” J. Bridge Eng., 04014086.
Fawcett, T. (2004). “ROC graphs: Notes and practical considerations for researchers.” Mach. Learn., 31(1), 1–38.
Fawcett, T. (2006). “An introduction to ROC analysis.” Pattern Recognit. Lett., 27(8), 861–874.
Gucunski, N. (2013). Nondestructive testing to identify concrete bridge deck deterioration, Transportation Research Board, Washington, DC.
Hanley, J. A., and McNeil, B. J. (1982). “The meaning and use of the area under a receiver operating characteristic (ROC) curve.” Radiol., 143(1), 29–36.
He, X.-Q., Zhu, Z.-Q., Liu, Q.-Y., and Lu, G.-Y. (2009). “Review of GPR rebar detection.” Proc., Progress in Electromagnetics Research Symp., Electromagnetics Academy, Cambridge, MA, 804–813.
Kim, W., Ismail, A., Anderson, N. L., Atekwana, E. A., and Buccellato, A. (2003). “Non-destructive testing (NDT) for corrosion in bridge decks using GPR.” Proc., 3rd Int. Conf. on Applied Geophysics, Univ. of Missouri, Rolla, MO.
Martino, N., Maser, K. R., Birken, R., and Wang, M. (2014). “Determining ground penetrating radar amplitude thresholds for the corrosion state of reinforced concrete bridge decks.” J. Environ. Eng. Geophys., 19(3), 175–181.
Maser, K. R., and Roddis, W. M. K. (1990). “Principles of thermography and radar for bridge deck assessment.” J. Transp. Eng., 583–601.
Metz, C. E. (2006). “Receiver operating characteristic analysis: A tool for the quantitative evaluation of observer performance and imaging systems.” J. Am. Coll. Radiol., 3(6), 413–422.
RADAN 7 [Computer software]. GSSI, Nashua, NH.
Rhazi, J. (2011). “Test method for evaluating asphalt-covered concrete bridge decks using ground penetrating radar.” Proc., Progress in Electromagnetics Research Symp., Electromagnetics Academy, Cambridge, MA, 1790–1793.
Robison, T. W., and Tanner, J. E. (2012). Bridge deck evaluation using non-destructive test methods, State of Wyoming.
Romero, F. A., Barnes, C. L., Azari, H., Nazarian, S., and Rascoe, C. D. (2015). “Validation of benefits of automated depth correction method.” Transp. Res. Rec., 2522, 100–109.
Russell, H. G. (2004). NCHRP synthesis 333: Concrete bridge deck performance, Transportation Research Board, Washington, DC.
Scott, M., et al. (2003). “A comparison of nondestructive evaluation methods for bridge deck assessment.” NDT and E. Int., 36(4), 245–255.
Scott, M., Rezaizadeh, A., and Moore, M. (2001). “Phenomenology study of HERMES ground-penetrating radar technology for detection and identification of common bridge deck features.” Rep. No. FHWA-RD-01-090, Office of Infrastructure Research and Development, Federal Highway Administration, McLean, VA.
Shin, H., and Grivas, D. (2003). “How accurate is ground-penetrating radar for bridge deck condition assessment?” Transp. Res. Rec., 1845(1), 139–147.
Tarussov, A., Vandry, M., and De La Haza, A. (2013). “Condition assessment of concrete structures using a new analysis method: Ground-penetrating radar computer-assisted visual interpretation.” Constr. Build. Mater., 38, 1246–1254.
Wamweya, A. (2009). “Application of ground penetrating radar (GPR) for bridge deck condition assessment: Using a 1.5 GHz ground-coupled antenna.” M.S. thesis, Dept. of Geosciences Engineering, Missouri Univ. of Science and Technology, Rolla, MO.
Winn, E. K., and Burgueño, R. (2013). “Development and validation of deterioration models for concrete bridge decks—Phase 1: Artificial intelligence models and bridge management system.” Rep. No. RC-1587a, Michigan Dept. of Transportation, Lansing, MI.
Yehia, S., Abudayyeh, O., Abdel-Qader, I., and Zalt, A. (2008). “Ground-penetrating radar, chain drag, and ground truth: Correlation of bridge deck assessment data.” Transp. Res. Rec., 2044, 39–50.

Information & Authors

Information

Published In

Go to Journal of Bridge Engineering
Journal of Bridge Engineering
Volume 23Issue 2February 2018

History

Received: Nov 18, 2016
Accepted: Aug 7, 2017
Published online: Nov 28, 2017
Published in print: Feb 1, 2018
Discussion open until: Apr 28, 2018

Permissions

Request permissions for this article.

Authors

Affiliations

Ali A. Sultan, Ph.D. [email protected]
Ph.D., Univ. of Missouri, Columbia, MO 65211 (corresponding author). E-mail: [email protected]
Glenn A. Washer, Ph.D., M.ASCE [email protected]
P.E.
Professor, Univ. of Missouri, Columbia, MO 65211. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share