Exploring Associations between the Built Environment and Cycling Behaviour around Urban Greenways from a Human-Scale Perspective

The incorporation of cycling as a mode transport has been shown to have positive impact on reducing traffic congestion, improving mental health outcomes, and contributing the development sustainable cities. proliferation bike-sharing systems, characterised by their wide availability high usage rates, made in urban areas more accessible convenient for individuals. While existence relationship between behaviour built environment established, few studies specifically examined this connection weekdays weekends. With emergence new data sources, methodologies become available research into area. For instance, spatio-temporal datasets it possible precisely measure over time, while street-view images deep learning techniques now enable researchers quantify from human perspective. In study, we used 139,018 trips 14,947 examine consisting greenways behaviour. results indicated that greenness enclosure level greenway were positively correlated with increased both However, openness appears opposing effects depending day week, levels potentially promoting weekends but hindering weekdays. Based findings policymakers planners should focus prioritise its comfort safety promote green transportation bicycle-friendly