Beyond the horizon: Unveiling the impact of 3D urban landscapes on residents’ perceptions through machine learning

With burgeoning urban populations and mounting land constraints, vertical urbanization has become indispensable for sustainable city growth. Yet the perceptual implications of three‐dimensional (3D) form remain underexplored. In this study, we combine ResNet50‐based semantic segmentation of street‐v...

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Bibliographic Details
Main Authors: Qing Lu, Zhangjian Ding, Muwei Li, Jianping Gu
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Ecological Indicators
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Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25006661
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