Spatiotemporal exploration of the non-linear impacts of accessibility on metro ridership

Q Du, Y Zhou, Y Huang, Y Wang, L Bai - Journal of Transport Geography, 2022 - Elsevier
Identifying the determinants of metro ridership is essential for metro planning and passenger
flow management. However, few studies to date have empirically examined how …

Bibliometric analysis of spatial accessibility from 1999–2022

H Zhu, J Li, Z Yuan, J Li - Sustainability, 2023 - mdpi.com
Spatial accessibility is an essential manifestation of social equity and spatial planning.
However, when examining spatial accessibility, systematic review studies dominate the …

Substitutes or complements? Examining effects of urban rail transit on bus ridership using longitudinal city-level data

C Yang, C Yu, W Dong, Q Yuan - … Research Part A: Policy and Practice, 2023 - Elsevier
Despite massive investments, bus ridership has constantly declined in many cities
worldwide. As public transit systems are evolving from bus-based to mixed structured, the …

Impacts of a new urban rail transit line and its interactions with land use on the ridership of existing stations

Q Du, Y Huang, Y Zhou, X Guo, L Bai - Cities, 2023 - Elsevier
Urban rail transit (URT) is under accelerated construction worldwide, which exerts important
effects on the ridership of existing stations. However, few studies evaluated the determinants …

A novel route-based accessibility measure and its association with transit ridership

JL Albuquerque-Oliveira, FM Oliveira-Neto… - … Research Part A: Policy …, 2024 - Elsevier
Transit systems play a key role in improving access to job opportunities and basic services
such as health and education. Most studies in the literature calculate transit accessibility …

Nonlinear effects of built environment features on metro ridership: An integrated exploration with machine learning considering spatial heterogeneity

M Liu, Y Liu, Y Ye - Sustainable Cities and Society, 2023 - Elsevier
This study explored the nonlinear effects of built environment features on metro ridership
and proposes an analytical framework that integrates a gradient boosting decision tree with …

How subway network affects transit accessibility and equity: A case study of Xi'an metropolitan area

L Yu, M Cui - Journal of transport geography, 2023 - Elsevier
Subway, as a premium transit mode, can certainly save travel time as a whole, while it
charges more and creates barriers to access valued destinations. However, traditional …

Rethinking bus ridership dynamics: Examining nonlinear effects of determinants on bus ridership changes using city-level panel data from 2010 to 2019

C Yu, W Dong, Y Liu, C Yang, Q Yuan - Transport Policy, 2024 - Elsevier
The decline of bus ridership is increasingly prevalent in cities in both developed and
emerging economies around the world. While researchers have made many efforts to …

Ridership prediction of urban rail transit stations based on AFC and POI data

Z Zhu, Y Zhang, S Qiu, Y Zhao, J Ma… - Journal of Transportation …, 2023 - ascelibrary.org
Ridership prediction of urban rail transit stations is of great significance for the operation and
management of rail transit and configuration of facilities around stations. This study used …

Integrating public transportation and shared autonomous mobility for equitable transit coverage: A cost-efficiency analysis

A Whitmore, C Samaras, CT Hendrickson… - Transportation Research …, 2022 - Elsevier
As automated transportation technology advances, public transit agencies could consider
how integrating autonomous vehicles and shuttles into existing transit systems affects equity …