Bilevel Programming Model for Park-and-Ride Versus Transit-Oriented Development: A Case Study of Chengdu City, China
Publication: Journal of Urban Planning and Development
Volume 148, Issue 1
Abstract
Park-and-ride (P&R) and transit-oriented development (TOD) are two major strategies to leverage the high capacity of rail transit systems in urban areas. Both rooted in the station-area land, the two strategies must be reconciled in an integrated planning framework. To this end, a bilevel programming model is proposed to tackle the competitive location issue of P&R and TOD near rail transit stations: the upper level is a 0–1 programming model, simulating governmental land-use decision-making behavior with the objective of maximizing metro patronage and minimizing vehicle kilometers traveled, or minimizing vehicle hours of delay; and the lower level is the multimodal network equilibrium model, simulating travelers’ responses and assigning traffic and passenger flows in the network. The traffic analysis zones containing rail stations are divided into transit station areas and auto-oriented zones. The household residential relocation model, accessibility quantitative model, and generation-distribution joint model are used to describe the complex interactions between transit system and land-use development near rail stations. A hypothetical scenario is designed to quantitatively analyze the impacts of different station-based land-use decisions and parameters of population and employment densities. A real case study is presented to illustrate the implementation of the proposed model.
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Acknowledgments
This study was funded by the Science and Technology Planning Project of Sichuan Science and Technology Department (No. 2020YJ0255), China Scholarship Council (No. 201807000044), Sichuan Innovation and Entrepreneurship Training Program for College Students (No. 2020092), the National Natural Science Foundation of China (No. 51608455), and Sichuan Provincial Science & Technology Innovation Cooperation Funds (No. 2020YFH0038). Helpful comments from the editor and two anonymous reviewers are greatly appreciated.
References
Burgess, J. 2008. “A comparative analysis of the park-and-ride/transit-oriented development tradeoff.” Thesis, Dept. of Urban Studies and Planning, Massachusetts Institute of Technology.
Cervero, R. 1993. Ridership impacts of transit-focused development in California. Berkeley, CA: Institute of Urban and Regional Development, Univ. of California.
Cervero, R. 1994. “Transit-based housing in California: Evidence on ridership impacts.” Transp. Policy 1 (3): 174–183. https://doi.org/10.1016/0967-070X(94)90013-2.
Cervero, R. 2002. “Induced travel demand: Research design, empirical evidence, and normative policies.” J. Plann. Lit. 17 (1): 3–20. https://doi.org/10.1177/088122017001001.
Cervero, R. 2013. “Linking urban transport and land use in developing countries.” J. Transp. Land Use 6 (1): 7–24. https://doi.org/10.5198/jtlu.v6i1.425.
CMBPNR (Chengdu Municipal Bureau of Planning and Natural Resources). 2018. “Chengdu urban master plan report for 2016–2020.” Accessed March 27, 2021. http://www.cdghg.com.cn/.
Coffel, K., J. Parks, C. Semler, P. Ryus, D. Sampson, Carol Kachadoorian, H. Levinson, and J. Schofer. 2012. Guidelines for providing access to public transportation stations. Washington, DC: Transportation Research Board.
Duncan, M. 2010. “To park or to develop: Trade-off in rail transit passenger demand.” J. Plann. Educ. Res. 30 (2): 162–181. https://doi.org/10.1177/0739456X10385935.
Duncan, M. 2019. “Would the replacement of park-and-ride facilities with transit-oriented development reduce vehicle kilometers traveled in an auto-oriented US region?” Transp. Policy 81: 293–301. https://doi.org/10.1016/j.tranpol.2017.12.005.
Duncan, M., and R. K. Christensen. 2013. “An analysis of park-and-ride provision at light rail stations across the US.” Transp. Policy 25: 148–157. https://doi.org/10.1016/j.tranpol.2012.11.014.
Duncan, M., and D. Cook. 2014. “Is the provision of park-and-ride facilities at light rail stations an effective approach to reducing vehicle kilometers traveled in a US context?” Transp. Res. Part A Policy Pract. 66: 65–74. https://doi.org/10.1016/j.tra.2014.04.014.
Evans, J. E., R. H. Pratt, A. Stryker, and J. Richard Kuzmyak. 2007. Transit oriented development. Chapt. 17 in the Transit Cooperative Research Program 95. Washington, DC: Transportation Research Board.
Fan, W. 2009. A study on park and ride system analysis evaluation and optimization. Chengdu, China: Southwest Jiaotong Univ.
Fan, W., X. Jiang, and S. Erdogan. 2016. “Land-use policy for transit station areas: Park-and-ride versus transit-oriented development.” In Transportation Research Board 95th Annual Meeting, 1–19. Washington, DC: Transportation Research Board.
Fan, W., M. B. Khan, J. Ma, and X. Jiang. 2014. “Bilevel programming model for locating park-and-ride facilities.” J. Urban Plann. Dev. 140 (3): 04014007. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000178.
Farhan, B., and A. T. Murray. 2008. “Siting park-and-ride facilities using a multi-objective spatial optimization model.” Comput. Oper. Res. 35 (2): 445–456. https://doi.org/10.1016/j.cor.2006.03.009.
Finkenbinder, A., K. Britt, and C. Blair. 2010. Transit-oriented development tools for metropolitan planning organizations. Oakland, CA: Center for Transit Oriented Development.
Ginn, S. 2009. “The application of the park & ride and TOD concepts to develop a new framework that can maximise public transport patronage.” Thesis, Faculty of Built Environment and Engineering, Queensland Univ. of Technology.
Handy, S. L., and D. A. Niemeier. 1997. “Measuring accessibility: An exploration of issues and alternatives.” Environ. Plann. A: Econ. Space 29 (7): 1175–1194. https://doi.org/10.1068/a291175.
Holguín-Veras, J., W. F. Yushimito, F. Aros-Vera, and J. Reilly. 2012. “User rationality and optimal park-and-ride location under potential demand maximization.” Transp. Res. Part B Methodol. 46 (8): 949–970. https://doi.org/10.1016/j.trb.2012.02.011.
Horner, M. W., and S. Groves. 2007. “Network flow-based strategies for identifying rail park-and-ride facility locations.” Socio-Econ. Plann. Sci. 41 (3): 255–268. https://doi.org/10.1016/j.seps.2006.04.001.
Ibraeva, A., G. H. d. A. Correia, C. Silva, and A. P. Antunes. 2020. “Transit-oriented development: A review of research achievements and challenges.” Transp. Res. Part A Policy Pract. 132: 110–130. https://doi.org/10.1016/j.tra.2019.10.018.
Iuchi, K., H. Suzuki, and R. Cervero. 2013. Transforming cities with transit. Washington, DC: World Bank.
Jeihani, M., L. Zhang, A. Ardeshiri, A. Amiri, A. Nasri, K. R. Zamir, and B. Baghaei. 2013. Development of a framework for transit-oriented development (TOD). Baltimore, MD: State Highway Administration, Maryland Dept. of Transportation.
Kanafani, A. K. 1983. Transportation demand analysis. New York: McGraw-Hill.
Kwan, M. P., A. T. Murray, M. E. O’Kelly, and M. Tiefelsdorf. 2003. “Recent advances in accessibility research: Representation, methodology and applications.” J. Geog. Syst. 5 (1): 129–138. https://doi.org/10.1007/s101090300107.
Leblanc, L. J., E. K. Morlok, and W. P. Pierskalla. 1975. “An efficient approach to solving the road network equilibrium traffic assignment problem.” Transp. Res. 9 (5): 309–318. https://doi.org/10.1016/0041-1647(75)90030-1.
Levine, J., and A. Inam. 2004. “The market for transportation-land use integration: Do developers want smarter growth than regulations allow?” Transportation 31 (4): 409–427. https://doi.org/10.1023/B:PORT.0000037086.33893.9f.
Lu, H. P. 2006. “Integrated planning of land-use and transportation systems.” J. Tsinghua Univ. 46 (9): 1499–1504.
Lu, H. P., and J. Zhao. 2008. “Study on TOD planning methodology for Chinese cities.” Highway Eng. 33 (6): 64–68.
Martin, P. C., and W. E. Hurrell. 2012. “Station parking and transit-oriented design.” Transp. Res. Rec. 2276 (1): 110–115. https://doi.org/10.3141/2276-13.
Mingardo, G. 2013. “Transport and environmental effects of rail-based park and ride: Evidence from the Netherlands.” J. Transp. Geogr. 30: 7–16. https://doi.org/10.1016/j.jtrangeo.2013.02.004.
MTPRC (Ministry of Transport of the People’s Republic of China). 2021. “2020 urban rail transit operational data.” Accessed January 6, 2021. https://www.mot.gov.cn/jiaotongyaowen/202101/t20210106_3512388.html?from=singlemessage&ivk_sa=1024320u.
Pan, H., J. Li, Q. Shen, and C. Shi. 2017. “What determines rail transit passenger volume? Implications for transit oriented development planning.” Transp. Res. Part D Transp. Environ. 57: 52–63. https://doi.org/10.1016/j.trd.2017.09.016.
Pang, H., and A. Khani. 2018. “Modeling park-and-ride location choice of heterogeneous commuters.” Transportation 45 (1): 71–87. https://doi.org/10.1007/s11116-016-9723-5.
Park, K., R. Ewing, B. C. Scheer, and G. Tian. 2018. “The impacts of built environment characteristics of rail station areas on household travel behavior.” Cities 74: 277–283. https://doi.org/10.1016/j.cities.2017.12.015.
Parkhurst, G., and S. Meek. 2014. “The effectiveness of park-and-ride as a policy measure for more sustainable mobility.” Transp. Sustainability 5: 185–211. https://doi.org/10.1108/S2044-994120140000005020.
Quade, P. B., I. Douglas, R. Cervero, and J. Zupan. 1996. Transit and urban form. Washington, DC: Transportation Research Board.
Sheffi, Y. 1984. Urban transportation networks: Equilibrium analysis with mathematical programming methods. Hoboken, NJ: Prentice-Hall.
Spillar, R. J. 1997. Park-and-ride planning and design guidelines. New York: Parsons Brinkerhoff Quade and Douglas.
Transportation Networks for Research Core Team. 2020. “Transportation networks for research.” Accessed August 8, 2020. https://github.com/bstabler/TransportationNetworks.
Turnbull, K. F., R. H. Pratt, J. E. Evans, and H. S. Levinson. 2004. Park and ride/pool. Chap.3 in Transit Cooperative Research Program 95. Washington, DC: Transportation Research Board.
Vernez-Moudon, A., M. C. N. P. C. Forsyth, L. Lillard, J. Mabry, and S. Kavage. 2003. Strategies and tools to implement transportation-efficient development: A reference MANUAL. No. WA-RD 574. Olympia, WA: Washington State Dept. of Transportation.
Wegener, M. 2004. “Overview of land-use transport models.” Chap. 9 in Transport geography and spatial systems. handbook 5 of the handbook in transport, edited by D. A. Hensher, and K. Button, 127–146. Oxford, UK: Elsevier Science.
Willson, R. W. 2005. Replacement parking for joint development: An access policy methodology. San Francisco: BART Dept. of Planning and Real Estate.
Willson, R. W., and V. Menotti. 2007. “Commuter parking versus transit-oriented development: evaluation methodology.” Transp. Res. Rec. 2021 (1): 118–125. https://doi.org/10.3141/2021-14.
Zhang, G. W. 2013. “Urban-rural integration and integrated transport development.” Transp. Syst. Eng. Inf. 13 (1): 2–10.
Zhao, X., P. Chen, J. Jiao, X. Chen, and C. Bischak. 2019. “How does “park and ride” perform? An evaluation using longitudinal data.” Transp. Policy 74: 15–23. https://doi.org/10.1016/j.tranpol.2018.11.004.
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Received: Dec 18, 2020
Accepted: Aug 6, 2021
Published online: Oct 25, 2021
Published in print: Mar 1, 2022
Discussion open until: Mar 25, 2022
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