Impacts of weather on public transport ridership: Results from mining data from different sources

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• 作者：Meng Zhou^a ; ^b ; ^{zhoumeng@life.hkbu.edu.hk} ; Donggen Wang^a ; ^{dgwang@hkbu.edu.hk} ; Qingquan Li^b ; Yang Yue^b ; Wei Tu^b ; ^{tuwei@szu.edu.cn} ; Rui Cao^b
• 关键词：Weather condition ; Public transit ; Ridership ; Smart card data ; Shenzhen
• 刊名：Transportation Research Part C: Emerging Technologies
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：75
• 期：Complete
• 页码：17-29
• 全文大小：774 K
• 卷排序：75

文摘

Transport impacts of weather using smartcard data and meteorological observations are explored. Weather impact on hourly public transit ridership is examined. Weather impact on the ridership at individual metro station is investigated. Regular transit users’ response to weather conditions is explored. Statistical models are developed to quantify these impacts.