Towards livable communities: Perceptual scale optimized urban human settlement evaluation at community levels

Human settlement quality (HSQ) is a critical component of sustainable urban development, directly affecting residents’ health, well-being, and quality of life. However, most existing studies rely on expert-defined service radii and indicator weights at the city scale, overlooking residents’ percepti...

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Bibliographic Details

Published in:	Geography and Sustainability
Main Authors:	Yichen Lei, Xiuyuan Zhang, Shuping Xiong, Ge Tan, Haoyu Wang, Shihong Du
Format:	Article
Language:	English
Published:	Elsevier 2026-06-01
Subjects:	Human settlement Community level Urban sustainability Perceptual scale Interpretable machine learning
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666683926000532