Examining the Nonlinear Impacts of Origin-Destination Built Environment on Metro Ridership at Station-to-Station Level

Examining the Nonlinear Impacts of Origin-Destination Built Environment on Metro Ridership at Station-to-Station Level

Although many studies have explored the relationship between the built environment and metro ridership, the literature offers limited evidence on the nonlinear effect of origin and destination built environments on station-to-station ridership. Using data from Chongqing, this study uses the gradient...

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Bibliographic Details
Main Authors: Ben Liu, Yunfei Xu, Sizhen Guo, Mingming Yu, Ziyue Lin, Hong Yang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:ISPRS International Journal of Geo-Information
Subjects:
built environment
station-to-station ridership
nonlinear impacts
gradient boosting decision trees
Online Access:https://www.mdpi.com/2220-9964/12/2/59

Internet

https://www.mdpi.com/2220-9964/12/2/59

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