Technical Papers
Dec 27, 2021

Novel Index for Vulnerability Assessment of Flexible Pavement Infrastructure to Temperature Rise: Case Study of Developing Countries

Publication: Journal of Infrastructure Systems
Volume 28, Issue 1

Abstract

Road infrastructure is engineered to perform through constant exposure to climatological stressors. Due to climate change in particular, expected rises in the average ambient and extreme temperatures, pavement performance might deviate from what was originally predicted at the design stage. This poses serious risks to the long-term performance of this infrastructure because the capacity of a transportation network to provide an acceptable level of service over the period that it was intended for is also seriously affected. However, identifying where potential risks are greatest and where more involved planning and prioritizing is needed is hampered by the lack of vulnerability assessment methods that appropriately integrate failure pathways and engineering decisions. In this study, a new vulnerability index is proposed—extent of pavement grade reliability loss (EPGRL), which has the capacity to capture both flexible pavement performance and transportation serviceability. The index is based on two assumptions. First, flexible pavement performance is directly related to the inherent rheological properties of the asphalt binder, which can be estimated from the performance binder grade requirements for a locale. Second, the level of service of a road network can be represented by its connectivity, expressed here by a network centrality measure, the betweenness score. Two developing countries, Colombia and India, were selected to analyze the capabilities of the EPGRL. The results obtained indicate the EPGRL captures the available performance capability of pavement infrastructure together with the importance of transportation network elements. Hence, it can be used as a tool to evaluate and quantify the vulnerability of transportation infrastructure to future climate change.

Get full access to this article

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

Data Availability Statement

Some or all data, models, or code used during the study were provided by a third party. The climate data used in this study is available at https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp. Direct request for these materials may be made to the provider as indicated in the Acknowledgments.

Acknowledgments

The authors would like to acknowledge the NASA Center for Climate Simulation for providing open-source access to its Earth Exchange Global Daily Downscaled Projections (NEX-GDDP) data set. The authors confirm contribution to the paper as follows: study conception and design: Saqib Gulzar, Boris Goenaga, Shane Underwood; data collection: Saqib Gulzar; analysis and interpretation of results, and draft manuscript preparation: Saqib Gulzar, Boris Goenaga, Shane Underwood. All authors reviewed the results and approved the final version of the manuscript.

References

AASHTO. 2009. Mechanistic-empirical pavement design guide (MEPDG), version 1.1. Washington, DC: AASHTO.
AASHTO. 2016. Standard specification for performance-graded asphalt binder. AASHTO M 320. Washington, DC: AASHTO.
Bathiany, S., V. Dakos, M. Scheffer, and T. M. Lenton. 2018. “Climate models predict increasing temperature variability in poor countries.” Sci. Adv. 4 (5): eaar5809. https://doi.org/10.1126/sciadv.aar5809.
BIS (Bureau of Indian Standards). 2013. Standard specifications for paving bitumen. Fourth revision. BIS IS73. New Delhi, India: BIS.
Brown, C., P. Alexander, A. Arneth, I. Holman, and M. Rounsevell. 2019. “Achievement of Paris climate goals unlikely due to time lags in the land system.” Nat. Clim. Change 9 (3): 203–208. https://doi.org/10.1038/s41558-019-0400-5.
Calderón, S., G. Romero, A. Ordóñez, A. Álvarez, C. Ludeña, and L. Sánchez. 2014. Impactos Económicos del Cambio Climático en Colombia—Síntesis. Bogotá, Colombia: National Planning Department.
Caro, S. 2012. “Asphalt specifications and research challenges in Colombia.” Asphalt Paving Technol. 81: 797–806.
Chakkoth, U., K. R. Krishna, M. Ramkumar, S. A. Hussain, P. V. C. Rao, N. V. Choudary, G. Sriganesh, and J. M. Krishnan. 2020. “Component blending for bitumen production for Indian refineries.” Sādhanā 45 (1): 1–16. https://doi.org/10.1007/s12046-020-1268-9.
Chinowsky, P., A. Schweikert, G. Hughes, C. Hayles, N. Strzepek, K. Strzepek, and M. Westphal. 2015. “The impact of climate change on road and building infrastructure: A four-country study.” Int. J. Disaster Resilience Built Environ. 6 (4): 382–396. https://doi.org/10.1108/IJDRBE-07-2013-0026.
Cook, J., et al. 2016. “Consensus on consensus: A synthesis of consensus estimates on human-caused global warming.” Environ. Res. Lett. 11 (4): 048002. https://doi.org/10.1088/1748-9326/11/4/048002.
Daniel, J. S., J. M. Jacobs, E. Douglas, R. B. Mallick, and K. Hayhoe. 2014. “Impact of climate change on pavement performance: Preliminary lessons learned through the infrastructure and climate network (ICNet).” In Climatic effects on pavement and geotechnical infrastructure, 1–9. Reston, VA: ASCE.
Dash, S. K., R. K. Jenamani, S. R. Kalsi, and S. K. Panda. 2007. “Some evidence of climate change in twentieth-century India.” Climatic Change 85 (3–4): 299–321. https://doi.org/10.1007/s10584-007-9305-9.
Dave, E. V., and C. Hoplin. 2015. “Flexible pavement thermal cracking performance sensitivity to fracture energy variation of asphalt mixtures.” Road Mater. Pavement Des. 16 (May): 423–441. https://doi.org/10.1080/14680629.2015.1029697.
Davis, S. J., K. Caldeira, and H. D. Matthews. 2010. “Future CO2 emissions and climate change from existing energy infrastructure.” Science 329 (5997): 1330–1333. https://doi.org/10.1126/science.1188566.
de Coninck, H., et al. 2018. “Strengthening and implementing the global response.” In Global warming of 1.5°C: Summary for policy makers, edited by V. Masson-Delmotte et al., 313–443. Geneva: Intergovernmental Panel on Climate Change.
Dell, M., B. F. Jones, and B. A. Olken. 2012. “Temperature shocks and economic growth: Evidence from the last half century.” Am. Econ. J.: Macroecon. 4 (3): 66–95. https://doi.org/10.1257/mac.4.3.66.
D’Este, G. A., and M. A. Taylor. 2003. “Network vulnerability: An approach to reliability analysis at the level of national strategic transport networks.” In The network reliability of transport, 23–44. Bingley, UK: Emerald Group. https://doi.org/10.1108/9781786359544-002.
FHWA (Federal Highway Administration). 2015. Vulnerability assessment scoring tool. Washington, DC: FHWA.
Field, C. B., V. Barros, T. F. Stocker, and Q. Dahe, eds. 2012. Managing the risks of extreme events and disasters to advance climate change adaptation: Special report of the Intergovernmental Panel on Climate Change. Cambridge, UK: Cambridge University Press. https://doi.org/10.1017/CBO9781139177245.
Freeman, L. C. 1978. “Centrality in social networks conceptual clarification.” Soc. Networks 1 (3): 215–239. https://doi.org/10.1016/0378-8733(78)90021-7.
Freeman, L. C., D. Roeder, and R. R. Mulholland. 1979. “Centrality in social networks: II. experimental results.” Soc. Networks 2 (2): 119–141. https://doi.org/10.1016/0378-8733(79)90002-9.
Huber, G. A. 1993. Weather database for the superpaveTM mix design system. Washington, DC: Strategic Highway Research Program National Research Council.
IMF (International Monetary Fund). 2017. Seeking sustainable growth: Short-term recovery, long-term challenges. World economic outlook. Washington, DC: IMF. https://doi.org/10.5089/9781484328095.081.
INCCA (Indian Network for Climate Change Assessment) and Ministry of Environment. 2010. Vol. 2 of Climate change and India: A 4 X 4 Assessment—A sectoral and regional analysis for 2030s. New Delhi, India: Ministry of Environment & Forests, Government of India.
INVIAS (Instituto Nacional de Vías). 2007. Especificaciones generales de construcción de carreteras y normas de ensayo para materiales de carreteras. Santiago, Chile: Instituto Nacional de Vías.
IPCC (Intergovermental Panel on Climate Change) and Core Writing Team. 2014. “Climate change 2014: Synthesis report.” In Contribution of working groups I, II and III to the fifth assessment report of the Intergovernmental Panel on Climate Change, edited by R. K. Pachauri and L. A. Meyer. Geneva: IPCC.
Jenelius, E., T. Petersen, and L. G. Mattsson. 2006. “Importance and exposure in road network vulnerability analysis.” Transp. Res. Part A: Policy Pract. 40 (7): 537–560. https://doi.org/10.1016/j.tra.2005.11.003.
Khan, M. U., M. Mesbah, L. Ferreira, and D. J. Williams. 2014. “Developing a new road deterioration model incorporating flooding.” Proc. Inst. Civ. Eng. Transp. 167 (5): 322–333. https://doi.org/10.1680/tran.13.00095.
King, A. D., and L. J. Harrington. 2018. “The inequality of climate change from 1.5 to 2°C of global warming.” Geophys. Res. Lett. 45 (10): 5030–5033. https://doi.org/10.1029/2018GL078430.
Kraemer, M., and L. Negrila. 2014. “Climate change is a global mega-trend for sovereign risk.” Credit Week 28 (May): 9–15.
Levy, B. S., and J. A. Patz. 2015. “Climate change, human rights, and social justice.” Ann. Global Health 81 (3): 310–322. https://doi.org/10.1016/j.aogh.2015.08.008.
Liang, S., S. Qu, and M. Xu. 2016. “Betweenness-based method to identify critical transmission sectors for supply chain environmental pressure mitigation.” Environ. Sci. Technol. 50 (3): 1330–1337. https://doi.org/10.1021/acs.est.5b04855.
Long, F. 2001. Permanent deformation of asphalt concrete pavements: A nonlinear viscoelastic approach to mix analyses and design. Berkeley, CA: Univ. of California, Berkeley.
Lu, D., S. L. Tighe, and W. C. Xie. 2018. “Pavement risk assessment for future extreme precipitation events under climate change.” Transp. Res. Rec. 2672 (40): 122–131. https://doi.org/10.1177/0361198118781657.
Mallick, R. B., J. M. Jacobs, B. J. Miller, J. S. Daniel, and P. Kirshen. 2018. “Understanding the impact of climate change on pavements with CMIP5, system dynamics and simulation.” Int. J. Pavement Eng. 19 (8): 697–705. https://doi.org/10.1080/10298436.2016.1199880.
Mintransporte. 2018. “Stats.” Accessed November 28, 2021. https://www.mintransporte.gov.co/documentos/15/estadisticas/.
Moreno-Navarro, F., M. Sol-Sánchez, G. García-Travé, and M. C. Rubio-Gámez. 2018. “Fatigue cracking in asphalt mixtures: The effects of ageing and temperature.” Road Mater. Pavement Des. 19 (3): 561–570. https://doi.org/10.1080/14680629.2018.1418717.
NASA (National Aeronautics and Space Administration). 2020. ModelE CMIP5 climate simulations. New York: Goddard Institute for Space Studies.
Nivitha, M. R., and J. M. Krishnan. 2014. “Development of pavement temperature contours for India.” J. Inst. Eng. (India): Ser. A 95 (2): 83–90. https://doi.org/10.1007/s40030-014-0074-y.
Pandve, H. T. 2009. “India’s national action plan on climate change.” Indian J. Occup. Environ. Med. 13 (1): 17–19. https://doi.org/10.4103/0019-5278.50718.
Peterson, T. C., M. McGuirk, T. G. Houston, A. H. Horvitz, and M. F. Wehner. 2008. “Climate variability and change with implications for transportation.” Transp. Res. Board 90: 2–3.
Pradhan, R. P., and T. P. Bagchi. 2013. “Effect of transportation infrastructure on economic growth in India: The VECM approach.” Res. Transp. Econ. 38 (1): 139–148. https://doi.org/10.1016/j.retrec.2012.05.008.
Qiao, Y., A. R. Dawson, T. Parry, G. Flintsch, and W. Wang. 2020. “Flexible pavements and climate change: A comprehensive review and implications.” Sustainability (Switzerland) 12 (3): 1057. https://doi.org/10.3390/su12031057.
Raftery, A. E., A. Zimmer, D. M. W. Frierson, R. Startz, and P. Liu. 2017. “Less than 2°C warming by 2100 unlikely.” Nat. Clim. Change 7 (9): 637–641. https://doi.org/10.1038/nclimate3352.
Solaimanian, M., and P. Bolzan. 1993. Analysis of the integrated model of climatic effects on pavements. Washington, DC: Strategic Highway Research Program National Research Council.
Srivastave, H. N., B. N. Dewan, S. K. Dikshit, G. P. Rao, S. S. Singh, and K. R. Rao. 1992. “Decadal trends in climate over India.” Mausam (New Delhi) 43 (1): 19–32. https://doi.org/10.54302/mausam.v43i1.3312.
Sugishita, K., and Y. Asakura. 2021. Vulnerability studies in the fields of transportation and complex networks: A citation network analysis. Public transport. Berlin: Springer.
Underwood, B. S. 2021. “A method to select general circulation models for pavement performance evaluation.” Int. J. Pavement Eng. 22 (2): 134–146. https://doi.org/10.1080/10298436.2019.1580365.
Underwood, B. S., Z. Guido, P. Gudipudi, and Y. Feinberg. 2017. “Increased costs to US pavement infrastructure from future temperature rise.” Nat. Clim. Change 7 (10): 704–707. https://doi.org/10.1038/nclimate3390.
Vajjarapu, H., A. Verma, and S. Gulzar. 2019. “Adaptation policy framework for climate change impacts on transportation sector in developing countries.” Transp. Dev. Econ. 5 (1): 1–16.
Wang, C., J. Sun, R. Russell, and R. A. Daziano. 2018. “Analyzing willingness to improve the resilience of New York City’s transportation system.” Transport Policy 69 (Apr): 10–19. https://doi.org/10.1016/j.tranpol.2018.05.010.
Yang, Y., B. Liu, P. Wang, W. Q. Chen, and T. M. Smith. 2020. “Toward sustainable climate change adaptation.” J. Ind. Ecol. 24 (2): 318–330. https://doi.org/10.1111/jiec.12984.
Yin, F., E. Arámbula-Mercado, A. Epps Martin, D. Newcomb, and N. Tran. 2017. “Long-term ageing of asphalt mixtures.” Supplement, Road Mater. Pavement Des. 18 (S1): 2–27. https://doi.org/10.1080/14680629.2016.1266739.

Information & Authors

Information

Published In

Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 28Issue 1March 2022

History

Received: Mar 15, 2021
Accepted: Oct 27, 2021
Published online: Dec 27, 2021
Published in print: Mar 1, 2022
Discussion open until: May 27, 2022

Permissions

Request permissions for this article.

Authors

Affiliations

Graduate Research Assistant, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., Raleigh, NC 27695 (corresponding author). ORCID: https://orcid.org/0000-0002-8098-1528. Email: [email protected]
Graduate Research Assistant, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., Raleigh, NC 27695. ORCID: https://orcid.org/0000-0001-8244-2440. Email: [email protected]
B. Shane Underwood, A.M.ASCE [email protected]
Associate Professor, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., Raleigh, NC 27695. Email: [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

  • Resilient Pavement Materials to Mitigate Impact of Climate Change in New Jersey, Journal of Testing and Evaluation, 10.1520/JTE20220307, 51, 4, (20220307), (2022).
  • Current research trends into the effect of climate change on civil engineering infrastructures: A bibliometric review, IOP Conference Series: Earth and Environmental Science, 10.1088/1755-1315/1123/1/012037, 1123, 1, (012037), (2022).

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