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The influence of weather conditions on adult transit ridership in the sub-tropics

Author

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  • Wei, Ming
  • Liu, Yan
  • Sigler, Thomas
  • Liu, Xiaoyang
  • Corcoran, Jonathan

Abstract

This paper investigates the influence of local weather conditions on adult transit ridership across three transit modes. Drawing on smart card data and half hourly weather station records for a 12 month period, analysis reveals that weather imposes an effect on adult transit ridership and that its influence varies by mode. Ferry ridership is found to be more sensitive to changes in weather compared to either bus or train ridership. Findings also reveal that weather’s influence on ridership varies across the course of a day. During morning and evening peak hours, weather is shown to exert a weaker effect than other periods throughout the day. We argue that our findings are important in their capacity to contribute to a new evidence base with the potential to inform the (re)design of more weather-resilient transit systems by shedding new light on the weather–transit ridership relationship.

Suggested Citation

  • Wei, Ming & Liu, Yan & Sigler, Thomas & Liu, Xiaoyang & Corcoran, Jonathan, 2019. "The influence of weather conditions on adult transit ridership in the sub-tropics," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 106-118.
    • Handle: RePEc:eee:transa:v:125:y:2019:i:c:p:106-118
    DOI: 10.1016/j.tra.2019.05.003
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    References listed on IDEAS

    as
    1. Kalkstein, Adam J & Kuby, Michael & Gerrity, Daniel & Clancy, James J, 2009. "An analysis of air mass effects on rail ridership in three US cities," Journal of Transport Geography, Elsevier, vol. 17(3), pages 198-207.
    2. Corcoran, Jonathan & Li, Tiebei & Rohde, David & Charles-Edwards, Elin & Mateo-Babiano, Derlie, 2014. "Spatio-temporal patterns of a Public Bicycle Sharing Program: the effect of weather and calendar events," Journal of Transport Geography, Elsevier, vol. 41(C), pages 292-305.
    3. Jonathan Corcoran & Sui Tao, 2017. "Mapping spatial patterns of bus usage under varying local temperature conditions," Journal of Maps, Taylor & Francis Journals, vol. 13(1), pages 74-81, January.
    4. Kashfi, Syeed Anta & Bunker, Jonathan M. & Yigitcanlar, Tan, 2016. "Modelling and analysing effects of complex seasonality and weather on an area's daily transit ridership rate," Journal of Transport Geography, Elsevier, vol. 54(C), pages 310-324.
    5. Böcker, Lars & Dijst, Martin & Faber, Jan & Helbich, Marco, 2015. "En-route weather and place valuations for different transport mode users," Journal of Transport Geography, Elsevier, vol. 47(C), pages 128-138.
    6. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    7. Lars Böcker & Martin Dijst & Jan Prillwitz, 2013. "Impact of Everyday Weather on Individual Daily Travel Behaviours in Perspective: A Literature Review," Transport Reviews, Taylor & Francis Journals, vol. 33(1), pages 71-91, January.
    8. Kashfi, Syeed Anta & Bunker, Jonathan M. & Yigitcanlar, Tan, 2015. "Understanding the effects of complex seasonality on suburban daily transit ridership," Journal of Transport Geography, Elsevier, vol. 46(C), pages 67-80.
    9. Liu, Chengxi & Susilo, Yusak O. & Karlström, Anders, 2015. "The influence of weather characteristics variability on individual’s travel mode choice in different seasons and regions in Sweden," Transport Policy, Elsevier, vol. 41(C), pages 147-158.
    10. Eric Morris & Erick Guerra, 2015. "Mood and mode: does how we travel affect how we feel?," Transportation, Springer, vol. 42(1), pages 25-43, January.
    11. André De Palma & Denis Rochat, 1999. "Understanding individual travel decisions: results from a commuters survey in Geneva," Transportation, Springer, vol. 26(3), pages 263-281, August.
    12. Chengxi Liu & Yusak O. Susilo & Anders Karlström, 2017. "Weather variability and travel behaviour – what we know and what we do not know," Transport Reviews, Taylor & Francis Journals, vol. 37(6), pages 715-741, November.
    13. Singhal, Abhishek & Kamga, Camille & Yazici, Anil, 2014. "Impact of weather on urban transit ridership," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 379-391.
    14. Tom Thomas & Rinus Jaarsma & Bas Tutert, 2013. "Exploring temporal fluctuations of daily cycling demand on Dutch cycle paths: the influence of weather on cycling," Transportation, Springer, vol. 40(1), pages 1-22, January.
    15. Arana, P. & Cabezudo, S. & Peñalba, M., 2014. "Influence of weather conditions on transit ridership: A statistical study using data from Smartcards," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 1-12.
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