@inproceedings{d1d1c3acaf374652adb26fa722b633da,
title = "Examining the impact of daily weather on urban public transport passenger travel behavior using smart card data",
abstract = "Facilitated by the emerging data from smartcard systems along with meteorological observation data, this study extends the exploration on everyday weather impact on the travelers' behavior in regard to their travel decisions, mode choices, and daily regularities in public transit sectors. To fully take advantage of the enriched spatiotemporal content from smartcard data and the fine-resolution meteorological observations, collective trip generation features including ridership statistics and modal choices in a more detailed temporal resolution are investigated followed by an exploratory probe into the differences among regular travelers in terms of their sensitivities towards changes in weather conditions. Analytical results suggest changes in several weather elements would lead to various shifts in public transit systems and regular travelers demonstrate diversified resilience to changing weathers with overall prominent regularity.",
keywords = "Public transport, Smartcard data, Travel behavior, Weather condition",
author = "M. Zhou and Donggen Wang and Q. Li and W. Tu and R. Cao and J. Cao",
note = "Copyright: Copyright 2017 Elsevier B.V., All rights reserved.; 20th International Conference of Hong Kong Society for Transportation Studies: Urban Transport Analytics, HKSTS 2015 ; Conference date: 12-12-2015 Through 14-12-2015",
year = "2015",
language = "English",
series = "Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics",
publisher = "Hong Kong Society for Transportation Studies Limited",
pages = "111--118",
editor = "He, {Sylvia Y.} and Yong-Hong Kuo and C.H. Cheng and Leung, {Janny M.Y.}",
booktitle = "Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015",
}
