Chuanlin Nie

The impact and dual-output efficiency of the built environment on spatial vitality and perceived safety in metro station areas: A case study of Guangzhou

Under the sustainable development paradigm emphasizing quality and efficiency, metro station areas driven by transit-oriented development (TOD) principles have become critical places for fostering urban vitality and perceived safety. To address gaps in existing research regarding...