arXiv (Cornell University)
SIM: A mapping framework for built environment auditing based on street view imagery
May 2025 • Huan Ning, Zhenlong Li, Manzhu Yu, Wenpeng Yin
Built environment auditing refers to the systematic documentation and assessment of urban and rural spaces' physical, social, and environmental characteristics, such as walkability, road conditions, and traffic lights. It is used to collect data for the evaluation of how built environments impact human behavior, health, mobility, and overall urban functionality. Traditionally, built environment audits were conducted using field surveys and manual observations, which were time-consuming and costly. The emerging str…