Case Studies
Apr 27, 2019

Road Network Vulnerability Analysis: Case Study Considering Travel Demand and Accessibility Changes

Publication: Journal of Transportation Engineering, Part A: Systems
Volume 145, Issue 7

Abstract

Road network vulnerability analysis is helpful in the improvement of vulnerable links with proper maintenance investments and management strategies. This paper addresses issues that have received limited attention in past studies: estimation of travel demand after link disruption and analysis of accessibility variation. An activity-based model was used to estimate travel demand changes due to link closure, and link importance was evaluated using a set of vulnerability indicators. Accessibility changes induced by link closure are presented and discussed. Vulnerability analysis was conducted for the road network of the municipality of Dolo in northern Italy. Considering the spatial distribution of activities and trips, the results obtained with the activity-based model were more reliable than those obtained with the fixed demand model, which makes the unrealistic assumption of unchanged travel demand after network degradation. These findings are relevant for appropriate resource allocation strategies, which depend on correct link vulnerability analysis and ranking.

Get full access to this article

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

Acknowledgments

The authors thank the municipality of Dolo for the data used in this study.

References

Balijepalli, C., and O. Oppong. 2014. “Measuring vulnerability of road network considering the extent of serviceability of critical road links in urban areas.” J. Transp. Geogr. 39: 145–155. https://doi.org/10.1016/j.jtrangeo.2014.06.025.
Berdica, K. 2002. “An introduction to road vulnerability: What has been done, is done and should be done.” Transp. Policy 9 (2): 117–127. https://doi.org/10.1016/S0967-070X(02)00011-2.
Bono, F., and E. Gutiérrez. 2011. “A network-based analysis of the impact of structural damage on urban accessibility following a disaster: The case of the seismically damaged Port Au Prince and Carrefour urban road networks.” J. Transp. Geogr. 19 (6): 1443–1455. https://doi.org/10.1016/j.jtrangeo.2011.08.002.
Bowman, J. L., and M. A. Bradley. 2005. “Disaggregate treatment of purpose, time of day and location in an activity-based regional travel forecasting model.” In Proc., European Transport Conf. London: Association for European Transport.
Bowman, J. L., M. A. Bradley, J. Gibb, and DKS Associates. 2006. “The Sacramento activity-based travel demand model: Estimation and validation results.” In Proc., European Transport Conf., 1–31. London: Association for European Transport.
Cai, H., J. Zhu, C. Yang, W. Fan, and T. Xu. 2017. “Vulnerability analysis of metro network incorporating flow impact and capacity constraint after a disaster.” J. Urban Plann. Dev. 143 (2): 04016031. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000368.
Carturan, F., C. Pellegrino, R. Rossi, M. Gastaldi, and C. Modena. 2013. “An integrated procedure for management of bridge networks in seismic areas.” Bull. Earthquake Eng. 11 (2): 543–559. https://doi.org/10.1007/s10518-012-9391-6.
Cascetta, E., A. Cartenì, and M. Montanino. 2013. “A new measure of accessibility based on perceived opportunities.” Procedia Soc. Behav. Sci. 87: 117–132.
Caschili, S., F. Romana Medda, and A. Reggiani. 2015. “Guest editorial: Resilience of networks.” Transp. Res. Part A: Policy Pract. 81: 1–3.
Cats, O., M. Yap, and N. van Oort. 2016. “Exposing the role of exposure: Public transport network risk analysis.” Transp. Res. Part A: Policy Pract. 88: 1–14.
Chen, A., C. Yang, S. Kongsomsaksakul, and M. Lee. 2007. “Network-based accessibility measures for vulnerability analysis of degradable transportation networks.” Networks Spatial Econ. 7 (3): 241–256. https://doi.org/10.1007/s11067-006-9012-5.
Chen, Y. B., W. H. K. Lam, A. Sumalee, Q. Li, and Z. Li. 2012. “Vulnerability analysis for large-scale and congested road networks with demand uncertainty.” Transp. Res. Part A: Policy Pract. 46 (3): 501–516.
Dalziell, E., and A. Nicholson. 2001. “Risk and impact of natural hazards on a road network.” J. Transp. Eng. 127 (2): 159–166. https://doi.org/10.1061/(ASCE)0733-947X(2001)127:2(159).
Dehghani, M. S., G. Flintsch, and S. Mcneil. 2017. “Parametric analysis of roadway infrastructure vulnerability to disruptions.” J. Infrastruct. Syst. 23 (4): 04017017. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000371.
D’Este, G. M., and M. A. P. Taylor. 2001. “Modelling network vulnerability at the level of the national strategic transport network.” J. East. Asia Soc. Transp. Stud. 4 (2): 1–14.
D’Este, G. M., and M. A. P. Taylor. 2003. “Network vulnerability: An approach to reliability analysis at the level of national strategic transport networks.” In The network reliability of transport, edited by M. G. H. Iida and Y. Bell, 23–44. Oxford, UK: Elsevier.
de Oliveira, E. L., L. da Silva Portugal, and W. P. Junior. 2016. “Indicators of reliability and vulnerability: Similarities and differences in ranking links of a complex road system.” Transp. Res. Part A: Policy Pract. 88: 195–208.
Du, M., X. Jiang, and L. Cheng. 2017. “Alternative network robustness measure using system-wide transportation capacity for identifying critical links in road networks.” Adv. Mech. Eng. 9 (4): 168781401769665. https://doi.org/10.1177/1687814017696652.
El-Rashidy, R. A., and S. M. Grant-Muller. 2014. “An assessment method for highway network vulnerability.” J. Transp. Geogr. 34: 34–43. https://doi.org/10.1016/j.jtrangeo.2013.10.017.
Erath, A., J. Birdsall, K. W. Axhausen, and R. Hajdin. 2009. “Vulnerability assessment methodology for swiss road network.” Transp. Res. Rec. 2137 (1): 118–126. https://doi.org/10.3141/2137-13.
Faturechi, R., and E. Miller-Hooks. 2014. “Measuring the performance of transportation infrastructure systems in disasters: A comprehensive review.” J. Infrastruct. Syst. 21 (1): 1–15.
Guo, A., Z. Liu, S. Li, and H. Li. 2017. “Seismic performance assessment of highway bridge networks considering post-disaster traffic demand of a transportation system in emergency conditions.” Struct. Infrastruct. Eng. 13 (12): 1523–1537. https://doi.org/10.1080/15732479.2017.1299770.
Hu, T., and W. Ho. 2013. “Prediction of typhoon impact on transportation networks with support vector regression.” J. Transp. Eng. 141 (4): 1–11.
Husdal, J. 2004. “Reliability and vulnerability versus costs and benefits.” In Proc., 2nd Int. Symp. on Transportation Network Reliability (INSTR). Christchurch, New Zealand.
ISTAT (Istituto Nazionale di Statistica). 2011. “Popolazione residente.” Accessed January 15, 2017. http://datiopen.istat.it/index.php.
Jenelius, E. 2007. “Incorporating dynamics and information in a consequence model for road network vulnerability analysis.” In Proc., 3rd Int. Symp. on Transportation Network Reliability (INSTR). Delft, Netherlands: Delft Univ. of Technology.
Jenelius, E. 2009. “Network structure and travel patterns: Explaining the geographical disparities of road network vulnerability.” J. Transp. Geogr. 17 (3): 234–244. https://doi.org/10.1016/j.jtrangeo.2008.06.002.
Jenelius, E. 2010. “User inequity implications of road network vulnerability.” J. Transp. Land Use 2 (3): 57–73. https://doi.org/10.5198/jtlu.v2i3.16.
Jenelius, E., and L. Mattsson. 2012. “Road network vulnerability analysis of area-covering disruptions: A grid-based approach with case study.” Transp. Res. Part A: Policy Pract. 46 (5): 746–760.
Jenelius, E., and L. Mattsson. 2015. “Computers, environment and urban systems road network vulnerability analysis: Conceptualization, implementation and application.” Comput. Environ. Urban Syst. 49: 136–147. https://doi.org/10.1016/j.compenvurbsys.2014.02.003.
Jenelius, E., T. Petersen, and L. Mattsson. 2006. “Importance and exposure in road network vulnerability analysis.” Transp. Res. Part A: Policy Pract. 40 (7): 537–560.
Kermanshah, A., and S. Derrible. 2016. “A geographical and multi-criteria vulnerability assessment of transportation networks against extreme earthquakes.” Reliab. Eng. Syst. Saf. 153: 39–49. https://doi.org/10.1016/j.ress.2016.04.007.
Knoop, V. L., M. Snelder, H. J. Van Zuylen, and S. P. Hoogendoorn. 2012. “Link-level vulnerability indicators for real-world networks.” Transp. Res. Part A: Policy Pract. 46 (5): 843–854.
Kontou, E., P. Murray-Tuite, and K. Wernstedt. 2017. “Duration of commute travel changes in the aftermath of Hurricane Sandy using accelerated failure time modeling.” Transp. Res. Part A: Policy Pract. 100: 170–181.
Lu, Q.-C., Z.-R. Peng, and J. Zhang. 2015. “Identification and prioritization of critical transportation infrastructure: Case study of coastal flooding.” J. Transp. Eng. 141 (3): 04014082. https://doi.org/10.1061/(ASCE)TE.1943-5436.0000743.
Luathep, P., A. Sumalee, H. W. Ho, and K. Fumitaka. 2011. “Large-scale road network vulnerability analysis: A sensitivity analysis based approach.” Transportation 38 (5): 799–817. https://doi.org/10.1007/s11116-011-9350-0.
Miller, M., S. Cortes, D. Ory, and J. W. Baker. 2015. “Estimating probabilistic impacts of catastrophic network damage from earthquakes using an activity-based travel model.” In Proc., Transportation Research Board 94th Annual Meeting. Washington, DC: Transportation Research Board.
Ortuzar, D., and L. G. Willumsen. 2011. Modelling transport. 4th ed. New York: Wiley.
Papa, E., and P. Coppola. 2012. “Gravity-based accessibility measures for integrated transport-land use planning (GraBAM).” In Accessibility instruments for planning practice, 117–124. Edinburgh, UK.
Reggiani, A., P. Nijkamp, and D. Lanzi. 2015. “Transport resilience and vulnerability: The role of connectivity.” Transp. Res. Part A: Policy Pract. 81: 4–15.
Rupi, F., S. Angelini, S. Bernardi, A. Danesi, and G. Rossi. 2015a. “Ranking links in a road transport network: A practical method for the calculation of link importance.” Transp. Res. Procedia 5: 221–232. https://doi.org/10.1016/j.trpro.2015.01.003.
Rupi, F., S. Bernardi, G. Rossi, and A. Danesi. 2015b. “The evaluation of road network vulnerability in mountainous areas: A case study.” Networks Spatial Econ. 15 (2): 397–411. https://doi.org/10.1007/s11067-014-9260-8.
Sakakibara, H., Y. Kajitani, and N. Okada. 2004. “Road network robustness for avoiding functional isolation in disasters.” J. Transp. Eng. 130 (5): 560–567. https://doi.org/10.1061/(ASCE)0733-947X(2004)130:5(560).
Scott, D. M. 2006. “Embracing activity analysis in transport geography: Merits, challenges and research frontiers.” J. Transp. Geogr. 14 (5): 389–392. https://doi.org/10.1016/j.jtrangeo.2006.06.007.
Scott, D. M., D. C. Novak, L. Aultman-Hall, and F. Guo. 2006. “Network robustness index: A new method for identifying critical links and evaluating the performance of transportation networks.” J. Transp. Geogr. 14 (3): 215–227. https://doi.org/10.1016/j.jtrangeo.2005.10.003.
Shan, R., M. Zhong, D. Du, and C. Lu. 2013. “Comparison of trip generation results from activity-based and traditional four-step travel demand modeling: A case study of Tampa, Florida.” In Proc., ICTIS 2013. Ottawa: Transportation Association of Canada.
Siripirote, T., A. Sumalee, H. W. Ho, and W. H. K. Lam. 2015. “Statistical approach for activity-based model calibration based on plate scanning and traffic counts data.” Transp. Res. Part B: Methodol. 78: 280–300. https://doi.org/10.1016/j.trb.2015.05.004.
Taylor, M. A. P. 2008. “Critical transport infrastructure in urban areas: Impacts of traffic incidents assessed using accessibility-based network vulnerability analysis.” Growth Change 39 (4): 593–616. https://doi.org/10.1111/j.1468-2257.2008.00448.x.
Taylor, M. A. P., S. V. C. Sekhar, and G. M. D’Este. 2006. “Application of accessibility based methods for vulnerability analysis of strategic road networks.” Networks Spatial Econ. 6 (3–4): 267–291. https://doi.org/10.1007/s11067-006-9284-9.
Taylor, M. A. P., and S. Susilawati. 2012. “Remoteness and accessibility in the vulnerability analysis of regional road networks.” Transp. Res. Part A: Policy Pract. 46 (5): 761–771.
Vuk, G., J. L. Bowman, A. Daly, and S. Hess. 2016. “Impact of household time constraints on person travel demand.” Transportation 43 (4): 705–724. https://doi.org/10.1007/s11116-015-9613-2.
Wang, D. Z. W., H. Liu, W. Y. Szeto, and A. H. F. Chow. 2016. “Identification of critical combination of vulnerable links in transportation networks—A global optimisation approach.” Transportmetrica A: Transp. Sci. 12 (4): 346–365. https://doi.org/10.1080/23249935.2015.1137373.
Wang, Z., A. P. C. Chan, J. Yuan, B. Xia, M. Skitmore, and Q. Li. 2015. “Recent advances in modeling the vulnerability of transportation networks.” J. Infrastruct. Syst. 21 (2): 06014002. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000232.
Zanini, M. A., F. Faleschini, P. Zampieri, C. Pellegrino, G. Gecchele, M. Gastaldi, and R. Rossi. 2017. “Post-quake urban road network functionality assessment for seismic emergency management in historical centres.” Struct. Infrastruct. Eng. 13 (9): 1117–1129. https://doi.org/10.1080/15732479.2016.1244211.
Zhang, L., W. Yang, J. Wang, and Q. Rao. 2013. “Large-scale agent-based transport simulation in Shanghai, China.” Transp. Res. Rec. 2399 (1): 34–43. https://doi.org/10.3141/2399-04.

Information & Authors

Information

Published In

Go to Journal of Transportation Engineering, Part A: Systems
Journal of Transportation Engineering, Part A: Systems
Volume 145Issue 7July 2019

History

Received: Apr 19, 2018
Accepted: Dec 18, 2018
Published online: Apr 27, 2019
Published in print: Jul 1, 2019
Discussion open until: Sep 27, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Gregorio Gecchele, Ph.D. [email protected]
Atraki s.r.l., Via A. Diaz, 4, S. Ambrogio di Valpolicella, Verona 37015, Italy. Email: [email protected]
Riccardo Ceccato [email protected]
Ph.D. Candidate, Dept. of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Corso Duca degli Abruzzi, 24, Turin 10129, Italy (corresponding author). Email: [email protected]
Associate Professor, Dept. of Civil, Environmental and Architectural Engineering, Univ. of Padua, Via F. Marzolo, 9, Padua 35131, Italy; Dept. of General Psychology, Univ. of Padua, Via Venezia, 8, Padua 35131, Italy. ORCID: https://orcid.org/0000-0001-7964-1393. 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

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