Chapter
Jul 2, 2019
Spatial Analysis of the Relationship between Urban Built Environment and Public Bicycle Ridership
Authors: Cheng Lyu [email protected], Yunshan Wang [email protected], Yan Xia [email protected], Zhiyuan Liu [email protected], and Wei Wang [email protected]Author Affiliations
Publication: CICTP 2019
Abstract
The knowledge of the relationship between an urban built environment and public bicycle ridership is of great value in enhancing urban traffic efficiency and facilitating the management of public bicycle systems. Based on 3-month trip data of Citi Bike, the public bicycle system in New York City, a case study is conducted. The data are first mined to extract the overall spatial pattern of public bicycle trips, including bicycle ridership distribution and imbalanced trip demand. Then, a mixed geographically weighted regression model is established to allow for the heterogeneity of the influence an urban built environment has on public bicycle ridership. It is found that the built environment has a varied impact on the trips of public bicycles across the entire deployment area, and the results exhibit significant spatial correlation between them.
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© 2019 American Society of Civil Engineers.
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Published online: Jul 2, 2019
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Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, School of Transportation, Southeast Univ., Nanjing 211189, China. E-mail: [email protected]
Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, School of Transportation, Southeast Univ., Nanjing 211189, China. E-mail: [email protected]
Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, School of Transportation, Southeast Univ., Nanjing 211189, China. E-mail: [email protected]
Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, School of Transportation, Southeast Univ., Nanjing 211189, China. E-mail: [email protected]
Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, School of Transportation, Southeast Univ., Nanjing 211189, China. E-mail: [email protected]
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