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Gao-Ming Liang

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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. · 0 citations

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