Study on the Influence Mechanism of Machine-Learning-Based Built Environment on Urban Vitality in Macau Peninsula

Clarifying the mechanisms by which the micro-scale built environment influences urban vitality is an important scientific challenge, to guide precise urban planning in the context of urban renewal. In this study, we quantify the intensity of human activities through Baidu heat maps, analyze social i...

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Bibliografische gegevens

Hoofdauteurs:	Chen Pan, Jiaming Guo, Haibo Li, Jiawei Wu, Nengjie Qiu, Shengzhen Wu
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	MDPI AG 2025-05-01
Reeks:	Buildings
Onderwerpen:	built environment urban vitality projection pursuit genetic algorithm Macau Peninsula
Online toegang:	https://www.mdpi.com/2075-5309/15/9/1557
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