Nonlinear effects and heterogeneous preferences: Impact of built environment on vitality of Shanghai’s pedestrian commercial streets

In high-density urban areas, pedestrian commercial streets are essential for urban vitality and experiential economy, but research on heterogeneous impacts f built environment factors across user groups and comparisons between functionally distinct streets remains insufficient. This study investigat...

תיאור מלא

מידע ביבליוגרפי

Principais autores:	Haitao Lian, Haozhe Li, Xuan Li, Yulin Yang, Junhan Zhang
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Elsevier 2026-04-01
סדרה:	City and Environment Interactions
נושאים:	Pedestrian commercial street Urban vitality Heterogeneity preferences Built environment Machine learning
גישה מקוונת:	http://www.sciencedirect.com/science/article/pii/S2590252026000504
תגים:	הוספת תג אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!