Transit-oriented development (TOD) is a widely accepted strategy for sustainable urban
planning that encourages walking and transit ridership. Walking behavior in metro station …

Urban green spaces are increasingly recognized for their positive impact on well-being,
quality of life, and public health. Researchers have explored how green space …

Ridesourcing or on-demand ridesharing, offers a sustainable mobility option that connects
drivers with passengers via mobile application directly, which helps reduce unnecessary …

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 …

Understanding the influencing factors of subway station outbound ridership provides sights
into current subway system operations and future expansion needs. The accessibility of a …

Although several studies have explored the impacts of built environment factors on rail
transit station ridership, the spatiotemporal heterogeneity of the effects and different …

As the backbone of passenger transportation in many large cities around the world, it is
particularly important to explore the association between the built environment and metro …

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 …

Public transport networks (PTNs) undertake large amount of passenger demand in the
urban transport system. Particularly, stations in metro networks with high significance in …

Research has revealed various relationships between regional functions, land use, and
mobility features. However, how or to what extent the planned mobility features of designed …