Analyzing the effects of walkable environments on nearby commercial property values based on deep learning approaches

2023/10/27 by Hyung-Sup shin, Hyung-Sup Shin, Ayoung Woo · 1 voice
Social Sciences · Environmental Science · #Urban Transport and Accessibility #Impact of Light on Environment and Health #Urban Green Space and Health

paper · doi:10.1016/j.cities.2023.104628

Citations

• How are Neighborhood and Street-Level Walkability Factors Associated with Walking Behaviors? A Big Data Approach Using Street View Images
• Life between buildings from a street view image: What do big data analytics reveal about neighbourhood organisational vitality?

Discussions

• The market has spoken, and it likes pedestrian-friendly places. "Walkable environments positively affect neighboring commercial property values." doi.org/10.1016/j.ci... [bsky, 38 points, 0 comments]