Spatial Analysis of Park and Ride Users’ Dynamic Accessibility to Train Station: A Case Study in Perth
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Spatial Analysis of Park and Ride Users’ Dynamic Accessibility to Train Station: A Case Study in Perth

Authors: Ting (Grace) Lin, Jianhong (Cecilia) Xia, Todd Robinson

Abstract:

Accessibility analysis, examining people’s ability to access facilities and destinations, is a fundamental assessment for transport planning, policy making, and social exclusion research. Dynamic accessibility which measures accessibility in real-time traffic environment has been an advanced accessibility indicator in transport research. It is also a useful indicator to help travelers to understand travel time daily variability, assists traffic engineers to monitor traffic congestions, and finally develop effective strategies in order to mitigate traffic congestions. This research involved real-time traffic information by collecting travel time data with 15-minute interval via the TomTom® API. A framework for measuring dynamic accessibility was then developed based on the gravity theory and accessibility dichotomy theory through space and time interpolation. Finally, the dynamic accessibility can be derived at any given time and location under dynamic accessibility spatial analysis framework.

Keywords: Dynamic accessibility, space-time continuum, transport research, TomTom® API.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1129740

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References:


[1] W. Hansen, "How accessibility shapes land use," Journal of the American Institute of Planners, vol. 25, pp. 73-76, 1959.
[2] M. F. Goodchild, L. Anselin, R. P. Appelbaum, and B. H. Harthorn, "Toward spatially integrated social science," International Regional Science Review, vol. 23, pp. 139-159, 2000.
[3] M.-P. Kwan, "Space-time and integral measures of individual accessibility: a comparative analysis using a point-based framework," Geographical Analysis, vol. 30, pp. 191-216, 1998.
[4] T. Hägerstrand, "What about people in regional science?," Papers in Regional Science, vol. 24, pp. 7-24, 1970.
[5] H. J. Miller, "A Measurement Theory for Time Geography," Geographical Analysis, vol. 37, pp. 17-45, 2005.
[6] P. R. Gould, "Spatial Diffusion," Washington, DC: Association of American Geographers1969.
[7] L. D. Burns, Transportation, temporal, and spatial components of accessibility / Lawrence D. Burns. Lexington, Mass.: Lexington, Mass. : Lexington Books, 1979.
[8] S. R. Jones, "Accessibility measures: A literature review," Transport and Road Research Laboratory1981.
[9] M. Ben-Akiva and S. Lerman, Discrete choice analysis: Theory and application to travel demand,: MIT Press, 1985.
[10] M. Q. Dalvi and K. M. Martin, "The measurement of accessibility: some preliminary results," Transportation, vol. 5, pp. 17-42, 1976.
[11] A. El-Geneidy and D. Levinson, "Access to destinations: Development of accessibility measures," 2006.
[12] H. Miller, "Measuring space-time accessibility benefits within transportation networks: Basic theory and computational procedures," Geographical. Analysis., vol. 31, pp. 187-212, 1999.
[13] D. E. S. Jones and P. R. White, "Modelling of cross-country rail services," Transport Geography, vol. 2, pp. 111-121, 1994.
[14] T. Lin, J. Xia, T. P. Robinson, K. G. Goulias, R. L. Church, D. Olaru, et al., "Spatial analysis of access to and accessibility surrounding train stations: A case study of accessibility for the elderly in Perth, Western Australia," Journal of Transport Geography, vol. 39, pp. 111-120, 7// 2014.
[15] APMRC. Accessibility/Remoteness Index of Australia. Available: https://www.adelaide.edu.au/apmrc/research/projects/category/about_aria.html. (Accessed: 18- March- 2013).
[16] C. Bhat, S. Handy, K. Kockelman, H. Mahmassani, Q. Chen, and L. Weston, "Development of an Urban Accessibility Index: Literature Review," Center for Transportation Research, University of Texas, Austin (TX), USA2000.
[17] K. Haugen, "The accessibility paradox: Everyday geographies of proximity, distance and mobility," Ph.D, Department of Geography and Economic History, Umeå University, Sweden, 2012.
[18] I. Koernicke, "Accessibility constraints mapping for walking and public transport in the Sutherland Shire," 2007.
[19] J. Scheurer and C. Curtis, "Accessibility Measures: Overview and Practical Applications," Urbanet2007.
[20] K. T. Genurs and B. Van Wee, "Accessibility evaluation of land-use and transport stategies: Review and research directions," Journal of Transport Geography, vol. 12, pp. 127-140, 2004.
[21] M. R. Cairns, "The development of Park and Ride in Scotland," Journal of Transport Geography, vol. 6, pp. 295-307, 1998.
[22] RPS, "The effectiveness and sustainability of Park and Ride," 2009.
[23] S. Meek, S. Ison, and M. Enoch, "Role of Bus‐Based Park and Ride in the UK: A Temporal and Evaluative Review," Transport Reviews, vol. 28, pp. 781-803, 2008/11/01 2008.
[24] G. Parkhurst, "Park and ride: Could it lead to an increase in car traffic?," Transport Policy, vol. 2, pp. 15-23, 1// 1995.
[25] S. Meek, S. Ison, and M. Enoch, "Stakeholder perspectives on the current and future roles of UK bus-based Park and Ride," Journal of Transport Geography, vol. 17, pp. 468-475, 11// 2009.
[26] V. Karamychev and P. van Reeven, "Park-and-ride: Good for the city, good for the region?," Regional Science and Urban Economics, vol. 41, pp. 455-464, 9// 2011.
[27] G. Mingardo, "Transport and environmental effects of rail-based Park and Ride: evidence from the Netherlands," Journal of Transport Geography, vol. 30, pp. 7-16, 6// 2013.
[28] D. Bolger, D. Colquhuon, and J. Morrall, "Planning and design of park-and-ride facilities for the Calgary light rail transit system," Transportation Research Record, 1992.
[29] R. J. Spillar, "Park-and-Ride Planning and Desian Guideline," Parsons Brinckerboff Quade & Douglas, Inc1997.
[30] AASHTO, "Guide for Park-and-Ride facilities," A. A. o. S. H. a. T. Officials, Ed., ed. Washington, D.C. , 2004.
[31] M. Horner and T. Grubesic, "A GIS-based planning approach to locating urban rail terminals," Transportation, vol. 28, pp. 55-77, 2001/02/01 2001.
[32] M. W. Horner and S. Groves, "Network flow-based strategies for identifying rail park-and-ride facility locations," Socio-Economic Planning Sciences, vol. 41, pp. 255-268, 9// 2007.
[33] B. Farhan and A. T. Murray, "A GIS-Based Approach for Delineating Market Areas for Park and Ride Facilities," Transactions in GIS, vol. 9, pp. 91-108, 2005.
[34] B. Farhan and A. T. Murray, "Siting park-and-ride facilities using a multi-objective spatial optimization model," Computers & Operations Research, vol. 35, pp. 445-456, 2// 2008.
[35] M. Duncan and R. K. Christensen, "An analysis of park-and-ride provision at light rail stations across the US," Transport Policy, vol. 25, pp. 148-157, 1// 2013.
[36] G. Leduc, "Road traffic data: Collection methods and applications," Working Papers on Energy, Transport and Climate Change, vol. 1, p. 55, 2008.
[37] BITRE, "New traffic data sources – An overview," 2014.
[38] M. D. Fontaine and B. L. Smith, "Investigation of the performance of wireless location technology-based traffic monitoring systems," Journal of transportation Engineering, vol. 133, pp. 157-165, 2007.
[39] Australian Department of Infrastructure and Transport, "Urban public transport: updated trends," ed, 2014.
[40] PTA, "The Mandurah Line: Fast facts about our newest train line," ed. Western Australia: Public Transport Authority, 2009.
[41] R. Cervero, A. Round, T. Goldman, and K.-L. Wu, "Rail Access Modes and Catchment Areas for the BART System," University of California, Berkeley, CA1995.
[42] E. Guerra, R. Cervero, and D. Tischler, "The half-mile circle: Does it represent transit station catchments?," Transportation Research Record: Journal of the Transportation Research Board, vol. 2276, pp. 101-109, 2012.
[43] G. Metheron, "Principles of geostatistics, economic geology," Economic Geology, vol. 58, pp. 1246-1266, 1963.
[44] T. C. Bailey and A. C. Gatrell, Interactive spatial data analysis vol. 413: Longman Scientific & Technical Essex, 1995.
[45] N. Cressie, "The origins of kriging," Mathematical geology, vol. 22, pp. 239-252, 1990.
[46] B. Minasny, A. B. McBratney, and B. M. Whelan, "VESPER version 1.62," ed. McMillan Building A05, The University of Sydney, NSW 2006: Australian Centre for Precision Agriculture, 2005. (Accessed: 16- April- 2016).
[47] J. K. Ord and A. Getis, "Local spatial autocorrelation statistics: distributional issues and an application," Geographical analysis, vol. 27, pp. 286-306, 1995.