Chapter
Jun 13, 2024

Use of Synthetic Aperture Radar and Uncrewed Aerial Vehicle for Assessing Pavement Condition

Publication: International Conference on Transportation and Development 2024

ABSTRACT

The long-term monitoring of transportation infrastructure assets, such as pavements, highway embankments, and earth retaining systems, at a lower cost, and with short mobilization time, is of interest to owners and stakeholders. Due to the improvement in spatial and temporal resolution of synthetic aperture radar (SAR) remote sensing systems as well as the drastic reduction in the price of data acquisition, SAR has now become a viable method to provide an economical and rapid condition assessment of transportation assets. This paper presents an example of this through a case study on the inspection and characterization of a pavement surface based on the amplitude of backscattering from an X-band radar. In situ characterization of the test site was first performed using aerial photogrammetry techniques with uncrewed aerial vehicle (UAV). The pavement features, extracted from the digital twin model created using photogrammetry, were compared with the radar cross section (RCS) of the pavement. The results show that problematic areas evident during in situ characterization can be delineated and quantified based on the normalized radar cross-section of the pavement surface. Overall, the outcomes of this research demonstrate the potential of SAR for future transportation asset management undertakings and can be of significant interest to state engineers and practitioners.

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REFERENCES

Ardila, J., P. Laurila, P. Kourkouli, and S. Strong. 2022. “Persistent Monitoring and Mapping of Floods Globally Based on the Iceye Sar Imaging Constellation.” IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 6296–6299. Kuala Lumpur, Malaysia: IEEE.
Capella Space. 2022. “Capella Space Synthetic Aperture Radar (SAR) Open Dataset.” Accessed November 22, 2022. https://registry.opendata.aws/capella_opendata.
Congress, S., and A. Puppala. 2022. “Eye in the sky: Condition monitoring of transportation infrastructure using drones.” Proceedings of the Institution of Civil Engineers: Civil Engineering, 1–9. https://doi.org/10.1680/jcien.22.00096.
Congress, S. S. C., A. J. Puppala, and C. L. Lundberg. 2018. “Total system error analysis of UAV-CRP technology for monitoring transportation infrastructure assets.” Engineering Geology, 247: 104–116. https://doi.org/10.1016/j.enggeo.2018.11.002.
ICEYE. 2023. “Satellite Data - How to use satellite data for better decision making.” Accessed April 30, 2023. https://www.iceye.com/satellite-data.
Ignatenko, V., P. Laurila, A. Radius, L. Lamentowski, O. Antropov, and D. Muff. 2020. “ICEYE Microsatellite SAR Constellation Status Update: Evaluation of First Commercial Imaging Modes.” IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium, 3581–3584. Waikoloa, HI, USA: IEEE.
Jensen, J. R. 2014. Remote sensing of the environment : an earth resource perspective. Pearson.
Kourkouli, P. 2023. “Natural disaster monitoring using ICEYE SAR data.” Geoinformatics for Geosciences, 163–170. Elsevier.
Moreira, A., P. Prats-Iraola, M. Younis, G. Krieger, I. Hajnsek, and K. P. Papathanassiou. 2013. “A tutorial on synthetic aperture radar.” IEEE Geosci. Remote Sens. Mag., 1 (1): 6–43. https://doi.org/10.1109/MGRS.2013.2248301.
Paek, S. W., S. Balasubramanian, S. Kim, and O. De Weck. 2020. “Small-Satellite Synthetic Aperture Radar for Continuous Global Biospheric Monitoring: A Review.” Remote Sensing, 12 (16): 2546. https://doi.org/10.3390/rs12162546.
Small, D. 2011. “Flattening gamma: Radiometric terrain correction for SAR imagery.” IEEE Transactions on Geoscience and Remote Sensing, 49 (8): 3081–3093. https://doi.org/10.1109/TGRS.2011.2120616.
Snavely, N., S. M. Seitz, and R. Szeliski. 2008. “Modeling the World from Internet Photo Collections.” Int J Comput Vis, 80 (2): 189–210. https://doi.org/10.1007/s11263-007-0107-3.
Thomas, O., C. Stallings, and B. Wilkinson. 2020. “Unmanned aerial vehicles can accurately, reliably, and economically compete with terrestrial mapping methods.” Journal of Unmanned Vehicle Systems, 8 (1): 57–74. https://doi.org/10.1139/juvs-2018-0030.
Torres, R., et al. 2012. “GMES Sentinel-1 mission.” Remote Sensing of Environment, 120: 9–24. https://doi.org/10.1016/j.rse.2011.05.028.
Ulaby, F. T., and D. G. Long. 2014. Microwave Radar and Radiometric Remote Sensing. Ann Arbor: The University of Michigan Press.
USDOT. 2021. National Transportation Statistics 2021. Washington, DC: US Department of Transportation, Bureau of Transportation Statistics.
USDOT. 2023. Transportation Statistics Annual Report 2022. United States. Department of Transportation. Bureau of Transportation Statistics. Not Available. https://doi.org/10.21949/1528354.
Westoby, M. J., J. Brasington, N. F. Glasser, M. J. Hambrey, and J. M. Reynolds. 2012. “‘Structure-from-Motion’ photogrammetry: A low-cost, effective tool for geoscience applications.” Geomorphology, 179: 300–314. https://doi.org/10.1016/j.geomorph.2012.08.021.
Woodhouse, I. H. 2006. Introduction to Microwave Remote Sensing. CRC Press. Boca Raton: Taylor & Francis.
Zhang, H., E. Aldana-Jague, F. Clapuyt, F. Wilken, V. Vanacker, and K. Van Oost. 2019. “Evaluating the potential of post-processing kinematic (PPK) georeferencing for UAV-based structure-from-motion (SfM) photogrammetry and surface change detection.” Earth Surface Dynamics, 7 (3): 807–827. https://doi.org/10.5194/esurf-7-807-2019.

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Go to International Conference on Transportation and Development 2024
International Conference on Transportation and Development 2024
Pages: 866 - 875

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Published online: Jun 13, 2024

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Amit Gajurel, S.M.ASCE [email protected]
1Doctoral Candidate, Zachry Dept. of Civil and Environmental Engineering, Texas A&M Univ., College Station, TX. Email: [email protected]
Nripojyoti Biswas, Ph.D. [email protected]
2Senior Research Engineer, Zachry Dept. of Civil and Environmental Engineering, Texas A&M Univ., College Station, TX. Email: [email protected]
Hiramani Chimauriya, S.M.ASCE [email protected]
3Doctoral Candidate, Zachry Dept. of Civil and Environmental Engineering, Texas A&M Univ., College Station, TX. Email: [email protected]
Anand J. Puppala, Ph.D., P.E., F.ASCE [email protected]
4A.P. and Florence Wiley Chair Professor, Zachry Dept. of Civil and Environmental Engineering, Texas A&M Univ., College Station, TX. Email: [email protected]

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