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Towards Sustainable Cities: Utilizing Floating Car Data to Support Location-Based Road Network Performance Measurements

Author

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  • Maximilian Braun

    (Faculty of Business, Economics and Management Information Systems, University of Regensburg, Universitätsstraße 31, 93053 Regensburg, Germany)

  • Jan Kunkler

    (Faculty of Business, Economics and Management Information Systems, University of Regensburg, Universitätsstraße 31, 93053 Regensburg, Germany)

  • Florian Kellner

    (Faculty of Business, Economics and Management Information Systems, University of Regensburg, Universitätsstraße 31, 93053 Regensburg, Germany)

Abstract

Road network performance (RNP) is a key element for urban sustainability as it has a significant impact on economy, environment, and society. Poor RNP can lead to traffic congestion, which can lead to higher transportation costs, more pollution and health issues regarding the urban population. To evaluate the effects of the RNP, the involved stakeholders need a real-world data base to work with. This paper develops a data collection approach to enable location-based RNP analysis using publicly available traffic information. Therefore, we use reachable range requests implemented by navigation service providers to retrieve travel times, travel speeds, and traffic conditions. To demonstrate the practicability of the proposed methodology, a comparison of four German cities is made, considering the network characteristics with respect to detours, infrastructure, and traffic congestion. The results are combined with cost rates to compare the economical dimension of sustainability of the chosen cities. Our results show that digitization eases the assessment of traffic data and that a combination of several indicators must be considered depending on the relevant sustainability dimension decisions are made from.

Suggested Citation

  • Maximilian Braun & Jan Kunkler & Florian Kellner, 2020. "Towards Sustainable Cities: Utilizing Floating Car Data to Support Location-Based Road Network Performance Measurements," Sustainability, MDPI, vol. 12(19), pages 1-22, October.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:19:p:8145-:d:423004
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    References listed on IDEAS

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    1. Jairo Ortega & János Tóth & Tamás Péter & Sarbast Moslem, 2020. "An Integrated Model of Park-And-Ride Facilities for Sustainable Urban Mobility," Sustainability, MDPI, vol. 12(11), pages 1-15, June.
    2. Xu-Hui Li & Lin Huang & Qiang Li & Hu-Chen Liu, 2020. "Passenger Satisfaction Evaluation of Public Transportation Using Pythagorean Fuzzy MULTIMOORA Method under Large Group Environment," Sustainability, MDPI, vol. 12(12), pages 1-18, June.
    3. Francisco Calvo-Poyo & José Navarro-Moreno & Juan de Oña, 2020. "Road Investment and Traffic Safety: An International Study," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
    4. Mustafa Hamurcu & Tamer Eren, 2020. "Strategic Planning Based on Sustainability for Urban Transportation: An Application to Decision-Making," Sustainability, MDPI, vol. 12(9), pages 1-24, April.
    5. Feng Li & Yang Su & Jiaping Xie & Weijun Zhu & Yahua Wang, 2020. "The Impact of High-Speed Rail Opening on City Economics along the Silk Road Economic Belt," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    6. Angie Ruiz & Jose Guevara, 2020. "Sustainable Decision-Making in Road Development: Analysis of Road Preservation Policies," Sustainability, MDPI, vol. 12(3), pages 1-25, January.
    7. Jing Liu & Huapu Lu & Mingyu Chen & Jianyu Wang & Ying Zhang, 2020. "Macro Perspective Research on Transportation Safety: An Empirical Analysis of Network Characteristics and Vulnerability," Sustainability, MDPI, vol. 12(15), pages 1-18, August.
    8. Mondschein, Andrew & Taylor, Brian D., 2017. "Is traffic congestion overrated? Examining the highly variable effects of congestion on travel and accessibility," Journal of Transport Geography, Elsevier, vol. 64(C), pages 65-76.
    9. Xinjie Zhang & Hongzhi Guan & Haiyan Zhu & Junze Zhu, 2019. "Analysis of Travel Mode Choice Behavior Considering the Indifference Threshold," Sustainability, MDPI, vol. 11(19), pages 1-23, October.
    10. Trynos Gumbo & Thembani Moyo, 2020. "Exploring the Interoperability of Public Transport Systems for Sustainable Mobility in Developing Cities: Lessons from Johannesburg Metropolitan City, South Africa," Sustainability, MDPI, vol. 12(15), pages 1-16, July.
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