Open access
Aug 2026
How Visual Elements Shape Perceived Spatial Quality in Urban Waterfront Space: An Explainable Machine Learning Approach for Urban Landscape Planning
Evidence-based, segment-specific strategies for urban waterfront regeneration are provided, advancing people-centered planning that integrates ecological functionality, social inclusivity, and long-term sustainability via Geospatial Artificial Intelligence (GeoAI) and geospatial analytics.
Wenhan Li, Yinzhen Li, Gao-Ming Liang et al.
· Sustainability · 0 citations