Bike-sharing systems are promoted worldwide due to their low carbon environmental and
social benefits. However, the substitution relationship between dockless and docked bike …

Understanding the usage demand of shared mobility systems in different areas of a city and
its determinants is crucial for planning, operation and management of the systems. This …

Understanding the mode substitution of shared micro-mobility systems is essential for
assessing their societal and environmental impact and developing improvement planning …

Abstract Dockless bike-sharing (DBS), with its advantages of flexibility, environmental
friendliness, and good physical fitness, is regarded as an effective approach to relieve urban …

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 …

The sharing economy, mobile Internet, and smartphones have been widely utilized in recent
years to promote the development of bike‐sharing services. Bike‐sharing serves as a …

Dockless bike-sharing is an effective solution for the metro's first-and last-mile connections.
To create a more bicycle-friendly environment, there is a need to accurately predict the use …

Although ridesourcing has served as an emerging feeder mode to the metro system to solve
the first/last-mile issue, research on metro-integrated ridesourcing usage is rather limited …

Outdoor jogging is a beneficial and replicable physical activity (PA). The nonlinear effects of
the built environment (BE) on jogging fitness received little attention, compared with the …

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 …