The Impact of Commercial-Industry Development of Urban Vitality: A Study on the Central Urban Area of Guangzhou Using Multisource Data

Urban commercial centers play a critical role in the development of cities, and it is of significant relevance to research the influencing variables of the urban vitality of commercial centers to improve the quality of urban commercial centers. This study employs big data to construct a multiple lin...

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Bibliographic Details
Main Authors: Lixin Liu, Yanjun Dong, Wei Lang, Huiyu Yang, Bin Wang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Land
Subjects:
Online Access:https://www.mdpi.com/2073-445X/13/2/250