Analyzing the variability of public transit accessibility estimates using GPS data
DOI:
https://doi.org/10.14295/transportes.v28i5.2175Keywords:
Accessibility indicators. GTFS data. GPS data. Travel time variability.Abstract
Accessibility is a key concept in transport and land use integrated planning. General Transit Feed Specification (GTFS) data have been successfully used in recent years as input to measure accessibility levels, but it is based on scheduled transit trips to estimate travel times between origin-destination pairs. On the other side, GPS data have been applied to update actual trip time tables, although with methodological and computational limitations, based on travel times’ measures of central tendency to reconstruct the GTFS file. Using one month of GPS bus data in Fortaleza, this work analyzed the variability of accessibility through empirical travel times, considering its dispersion. The results show that there is a significant variability in the estimation of the accessibility indicators, both in space and between work and school activities, possibly affecting the assessment of interventions on the transportation system.Downloads
References
Arbex, R. O.; B. B. Alves e M. A. Giannotti (2016) Comparing Accessibility in Urban Slums Using Smart Card and Bus GPS Data. TRB 2016 Annual Meeting, Washington, DC, Estados Unidos.
Arbex, R. O. e C. B. da Cunha (2016) Avaliação das mudanças nas velocidades das linhas de ônibus da cidade de São Paulo após a implantação de faixas exclusivas através da análise de dados de GPS. Transportes, v. 24, n. 4, p. 21. DOI: 10.14295/transportes.v24i4.1008
Farber, S. e L. Fu (2017) Dynamic public transit accessibility using travel time cubes: Comparing the effects of infrastructure (dis)investments over time. Computers, Environment and Urban Systems, v. 62, p. 30–40. DOI: 10.1016/j.compenvurbsys.2016.10.005
Geurs, K. T. e B. van Wee (2004) Accessibility evaluation of land-use and transport strategies: Review and research direc-tions. Journal of Transport Geography, v. 12, n. 2, p. 127–140. DOI: 10.1016/j.jtrangeo.2003.10.005
Hansen, W. G (1959) How Accessibility Shapes Land Use. Journal of the American Planning Association, v. 25, n. 2, p. 73–76. DOI: 10.1080/01944365908978307
IBGE (2019) Estimativas da População Residente no Brasil e Unidades da Federação. Instituto Brasileiro de Geografia e Estatística.
Lei, T. L. e R. L. Church (2010) Mapping transit-based access: Integrating GIS, routes and schedules. International Journal of Geographical Information Science, v. 24, n. 2, p. 283–304. DOI: 10.1080/13658810902835404
Mandelzys, M. e B. Hellinga (2010) Identifying Causes of Performance Issues in Bus Schedule Adherence with Automatic Vehicle Location and Passenger Count Data. Transportation Research Record: Journal of the Transportation Research Board, v. 2143, n. 1, p. 9-15. DOI: 10.3141/2143-02
Mavoa, S.; K. Witten; T. McCreanor e D. O’Sullivan (2012) GIS based destination accessibility via public transit and walking in Auckland, New Zealand. Journal of Transport Geography, v. 20, n. 1, p. 15–22. DOI: 10.1016/j.jtrangeo.2011.10.001
Mayaud, J. R.; M. Tran; R. H. Pereira e R. Nuttall (2018) Future access to essential services in a growing smart city: The case of Surrey, British Columbia. Computers, Environment and Urban Systems, v. 73, p. 1-15. DOI: 10.1016/j.compenvurbsys.2018.07.005
Mazloumi, E.; G. Currie e G. Rose (2010) Using GPS Data to Gain Insight into Public Transport Travel Time Variability. Journal of Transportation Engineering, v. 136, n. 7, p. 623-631. DOI: 10.1061/(ASCE)TE.1943-5436.0000126
Owen, A. e D. M. Levinson (2015) Modeling the commute mode share of transit using continuous accessibility to jobs. Trans-portation Research Part A: Policy and Practice, v. 74, p. 110–122. DOI: 10.1016/j.tra.2015.02.002
Pereira, R. H. (2019) Future accessibility impacts of transport policy scenarios: Equity and sensitivity to travel time thresh-olds for Bus Rapid Transit expansion in Rio de Janeiro. Journal of Transport Geography, v. 74, n. October, p. 321–332. DOI: 10.1016/j.jtrangeo.2018.12.005
Pereira, R. H. M.; C. K. V. Braga; B. Serra e V. Nadalin (2019). Desigualdades socioespaciais de acesso a oportunidades nas cidades brasileiras, 2019. Texto para Discussão Ipea, 2535. Instituto de Pesquisa Econômica Aplicada (Ipea). Disponível em http://repositorio.ipea.gov.br/handle/11058/9586
Stȩpniak, M.; J. P. Pritchard; K. T. Geurs e S. Goliszek (2019) The impact of temporal resolution on public transport accessibil-ity measurement: Review and case study in Poland. Journal of Transport Geography, v. 75, n. January, p. 8–24. DOI: 10.1016/j.jtrangeo.2019.01.007
Tornqvist, L.; P. Vartia e Y. O. Vartia (1985) How Should Relative Changes Be Measured? The American Statistician, v. 39, n. 1, p. 43-46. DOI: 10.2307/2683905
Wessel, N.; J. Allen e S. Farber (2017) Constructing a routable retrospective transit timetable from a real-time vehicle loca-tion feed and GTFS. Journal of Transport Geography, v. 62, n. January, p. 92–97. DOI: 10.1016/j.jtrangeo.2017.04.012
Wessel, N. e S. Farber (2019) On the accuracy of schedule-based GTFS for measuring accessibility. Journal of Transport and Land Use, v. 12, p. 475-500. DOI: 10.5198/jtlu.2019.1502
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