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

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...

Full description

Saved in:
Bibliographic Details
Main Authors: Chen Pan, Jiaming Guo, Haibo Li, Jiawei Wu, Nengjie Qiu, Shengzhen Wu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Buildings
Subjects:
built environment
urban vitality
projection pursuit
genetic algorithm
Macau Peninsula
Online Access:https://www.mdpi.com/2075-5309/15/9/1557
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2075-5309/15/9/1557

Similar Items