Time-varying and non-linear associations between metro ridership and the built environment

L Yang, B Yu, Y Liang, Y Lu, W Li - Tunnelling and Underground Space …, 2023 - Elsevier
The metro is the backbone of the transport system in many cities. Analyzing the built-
environment correlates of metro ridership is crucial for transit-oriented development (TOD) …

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 …

Deciphering the influence of TOD on metro ridership: An integrated approach of extended node-place model and interpretable machine learning with planning …

S Su, Z Wang, B Li, M Kang - Journal of Transport Geography, 2022 - Elsevier
Many global high-density cities have embraced transit-oriented development (TOD)
strategies around metro stations in a strong push toward promoting transit trips. However …

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 …

The travel, equity and wellbeing impacts of transit-oriented development in Global South

F Wang, Y Zheng, W Wu, D Wang - Transportation research part D …, 2022 - Elsevier
Transit-oriented development (TOD) has been widely introduced in the Global South
countries and drawn growing scholarly attention. This paper critically reviews and concisely …

Analysis of the relationship between metro ridership and built environment: A machine learning method considering combinational features

L Li, L Zhong, B Ran, B Du - Tunnelling and Underground Space …, 2024 - Elsevier
Limited studies have examined the relationship between combinational features of the built
environment and metro ridership. In this study, we applied the gradient boosting regression …

Exploring the nonlinear effects of ridesharing on public transit usage: A case study of San Diego

Z Zhang, G Zhai, K Xie, F Xiao - Journal of Transport Geography, 2022 - Elsevier
The emergence of ridesharing services might complement or substitute public transit
systems, leading to intricate relationships between the two services. However, limited …

The impact of built environment factors on elderly people's mobility characteristics by metro system considering spatial heterogeneity

H Yang, Z Ruan, W Li, H Zhu, J Zhao… - … International Journal of …, 2022 - mdpi.com
This study used metro smart-card data from Wuhan, China, and explored the impact of the
built environment on the metro ridership and station travel distance of elderly people using …

Understanding post-pandemic metro commuting ridership by considering the built environment: A quasi-natural experiment in Wuhan, China

H Yang, Y Lu, J Wang, Y Zheng, Z Ruan… - Sustainable Cities and …, 2023 - Elsevier
The COVID-19 pandemic has had a significant impact on metro commuting ridership.
However, the exact magnitude and spatial and temporal characteristics of the impact remain …

The potential emergence of mid-tier transit

J Wood, M Verschuer… - Journal of …, 2023 - systems.enpress-publisher.com
This paper reviews the emerging potential of mid-tier transit, articulating how a complex set
of established and new factors could contribute both to better transit outcomes and the …