Abstract
Lane management is expected to alleviate traffic congestion and improve mobility on roadways. Previous studies have mainly analyzed the impacts of lane management on the road segment rather than the road network. Because lane management strategies can affect traffic flows in the neighboring traffic regions and the entire road network, it is suitable to assess traffic impacts in the entire road network. This study proposed an analytical framework to evaluate lane management’s impacts and economic effects using location-based data, including road segments, traffic zones near road segments, and the road network. Traffic assignments with estimated origin-destination matrices from location-based data allow spatial and temporal impact analysis of lane management. This study analyzed the contraflow lane with movable median barriers installed at the Alex Fraser Bridge (AFB) in Vancouver, British Columbia, Canada, as a case study for lane management. In terms of traffic characteristics, the results showed that the contraflow lane with movable median barriers contributed significantly to improving the states of traffic flow on the AFB (traffic flow increased about 7.4%, travel speed increased about 48.3%, travel time decreased about 31.8%, and volume/capacity ratio decreased about 19.3% on average). This study showed that the contraflow lane on the AFB improved traffic flow and generated an economic benefit of $1.1 M per year (AFB, $12.7 M; zones near the AFB, ; Vancouver area, ) by estimating the changes in the value of travel time before and after lane management. This study contributes to a better understanding of using location-based data for assessing traffic impact and the economic effect of lane management operations at the network level.
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Data Availability Statement
Some or all data, models, or code used during the study were provided by a third party. Direct requests for these materials may be made to the provider as indicated in the Acknowledgments. Some or all data, models, or code generated or used during the study are proprietary or confidential in nature and may only be provided with restrictions.
Acknowledgments
The authors appreciate the data provider (StreetLight) for obtaining the data used in this analysis.
References
Abu-Eisheh, S., and F. Mannering. 1986. “Traffic forecasting for small to medium-sized urban areas.” ITE J. 56 (10): 37–42.
Apex Engineering Limited. 2018. “Default values for benefit cost analysis in British Columbia 2018.” Accessed September 1, 2022. https://www2.gov.bc.ca/assets/gov/driving-and-transportation/transportation-infrastructure/planning/tools/default_values-benefit_cost_analysis.pdf.
Berlingerio, M., F. Calabrese, G. Di Lorenzo, R. Nair, F. Pinelli, and M. L. Sbodio. 2013. “AllAboard: A system for exploring urban mobility and optimizing public transport using cellphone data.” In Proc., Joint European Conf. on Machine Learning and Knowledge Discovery in Databases, 663–666. Berlin: Springer.
Binnie. 2022. “Alex Fraser bridge capacity improvement project.” Accessed August 16, 2022. https://binnie.com/our-projects/alex-fraser-bridge/.
Boriboonsomsin, K., and M. Barth. 2008. “Impacts of freeway high-occupancy vehicle lane configuration on vehicle emissions.” Transp. Res. Part D Transp. Environ. 13 (2): 112–125. https://doi.org/10.1016/j.trd.2008.01.001.
Bureau of Public Roads. 1964. Traffic assignment manual. Washington, DC: US Department of Commerce.
Burris, M. W., D. H. Ungemah, M. Mahlawat, and M. S. Pannu. 2009. “Investigating the impact of tolls on high-occupancy-vehicle lanes using managed lanes.” Transp. Res. Rec. 2099 (1): 113–122. https://doi.org/10.3141/2099-13.
Doecke, S. D., C. N. Kloeden, J. K. Dutschke, and M. R. Baldock. 2018. “Safe speed limits for a safe system: The relationship between speed limit and fatal crash rate for different crash types.” Traffic Inj. Prev. 19 (4): 404–408. https://doi.org/10.1080/15389588.2017.1422601.
Dong, H., M. Wu, X. Ding, L. Chu, L. Jia, Y. Qin, and X. Zhou. 2015. “Traffic zone division based on big data from mobile phone base stations.” Transp. Res. Part C Emerging Technol. 58 (Part B): 278–291. https://doi.org/10.1016/j.trc.2015.06.007.
Graham, J. L., D. W. Harwood, K. R. Richard, M. K. O’Laughlin, E. T. Donnell, and S. N. Brennan. 2014. Median cross-section design for rural divided highways. Washington, DC: Transportation Research Board on the National Academies.
Hasan, S., and S. V. Ukkusuri. 2014. “Urban activity pattern classification using topic models from online geo-location data.” Transp. Res. Part C Emerging Technol. 44 (Jul): 363–381. https://doi.org/10.1016/j.trc.2014.04.003.
Horowitz, A. J. 1991. Delay/volume relations for travel forecasting based upon the 1985 highway capacity manual. Washington, DC: Federal Highway Administration.
Iqbal, M. S., C. F. Choudhury, P. Wang, and M. C. González. 2014. “Development of origin–destination trip matrices using mobile phone call data.” Transp. Res. Part C Emerging Technol. 40 (Mar): 63–74. https://doi.org/10.1016/j.trc.2014.01.002.
Kall, D. N., R. L. Guensler, M. O. Rodgers, and V. S. Pandey. 2009. “Effect of high-occupancy toll lanes on mass vehicle emissions: Application to I-85 in Atlanta, Georgia.” Transp. Res. Rec. 2123 (1): 88–96. https://doi.org/10.3141/2123-10.
Michalaka, D., Y. Yin, and D. Hale. 2013. “Simulating high-occupancy toll lane operations.” Transp. Res. Rec. 2396 (1): 124–132. https://doi.org/10.3141/2396-14.
Paipuri, M., Y. Xu, M. C. Gonzalez, and L. Leclercq. 2020. “Estimating MFDs, trip lengths and path flow distributions in a multi-region setting using mobile phone data.” Transp. Res. Part C Emerging Technol. 118 (Sep): 102709. https://doi.org/10.1016/j.trc.2020.102709.
Pesti, G., and R. E. Brydia. 2017. “Work zone impact assessment methods and applications.” Transp. Res. Rec. 2617 (1): 52–59. https://doi.org/10.3141/2617-07.
Renski, H., A. J. Khattak, and F. M. Council. 1999. “Effect of speed limit increases on crash injury severity: Analysis of single-vehicle crashes on North Carolina interstate highways.” Transp. Res. Rec. 1665 (1): 100–108. https://doi.org/10.3141/1665-14.
Saad, M., M. Abdel-Aty, J. Lee, and L. Wang. 2019. “Integrated safety and operational analysis of the access design of managed toll lanes.” Transp. Res. Rec. 2673 (2): 127–136. https://doi.org/10.1177/0361198118823502.
Sharifi, F., A. Meitiv, J. Shelton, X. Xu, M. Burris, S. Vallamsundar, and Y. A. Xu. 2021. “Regional traffic operation and vehicle emission impact assessment of lane management policies.” Res. Transp. Econ. 91 (Mar): 101067. https://doi.org/10.1016/j.retrec.2021.101067.
StreetLight. 2020. “Our methodology and data sources.” Accessed September 1, 2022. https://www.streetlightdata.com/whitepapers/.
Theodoulou, G., and B. Wolshon. 2004. “Alternative methods to increase the effectiveness of freeway contraflow evacuation.” Transp. Res. Rec. 1865 (1): 48–56. https://doi.org/10.3141/1865-08.
Wang, Z., S. Wang, and H. Lian. 2021. “A route-planning method for long-distance commuter express bus service based on OD estimation from mobile phone location data: The case of the Changping Corridor in Beijing.” Public Transp. 13 (1): 101–125. https://doi.org/10.1007/s12469-020-00254-w.
Wei, L., J. Xu, T. Lei, M. Li, X. Liu, and H. Li. 2019. “Simulation and experimental analyses of microscopic traffic characteristics under a contraflow strategy.” Appl. Sci. 9 (13): 2651. https://doi.org/10.3390/app9132651.
Wolf, J., M. Oliveira, and M. Thompson. 2003. “Impact of underreporting on mileage and travel time estimates: Results from global positioning system–enhanced household travel survey.” Transp. Res. Rec. 1854 (1): 189–198. https://doi.org/10.3141/1854-21.
Xiao, L., M. Wang, and B. van Arem. 2019. “Traffic flow impacts of converting an HOV lane into a dedicated CACC lane on a freeway corridor.” IEEE Intell. Transp. Syst. Mag. 12 (1): 60–73. https://doi.org/10.1109/MITS.2019.2953477.
Xu, Y., H. Liu, M. O. Rodgers, A. Guin, M. Hunter, A. Sheikh, and R. Guensler. 2017. “Understanding the emission impacts of high-occupancy vehicle (HOV) to high-occupancy toll (HOT) lane conversions: Experience from Atlanta, Georgia.” J. Air Waste Manage. Assoc. 67 (8): 910–922. https://doi.org/10.1080/10962247.2017.1302518.
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© 2022 American Society of Civil Engineers.
History
Received: Jan 20, 2022
Accepted: Jul 11, 2022
Published online: Sep 22, 2022
Published in print: Dec 1, 2022
Discussion open until: Feb 22, 2023
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