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Article: Achieving urban vibrancy through effective city planning: A spatial and temporal perspective

TitleAchieving urban vibrancy through effective city planning: A spatial and temporal perspective
Authors
KeywordsBig data
Built environment
Geographically and temporally weighted regression (GTWR)
Land use
Road network
Urban vibrancy
Issue Date1-Sep-2024
PublisherElsevier
Citation
Cities, 2024, v. 152 How to Cite?
AbstractAchieving urban vibrancy is a critical goal for urban planning and policy-making, and the city's physical plan plays an important role in shaping and supporting urban vibrancy. However, the effectiveness of urban planning strategies in optimizing resource allocation and fostering a vibrant city remains unclear. This study aims to contribute to this understanding by exploring the spatial and temporal effects underlying the association between urban vibrancy and urban forms. Using mobile-phone location-request data along with urban nighttime light data as a proxy for urban vibrancy in Shenzhen, China, we conducted a geographically and temporally weighted regression (GTWR) analysis to examine the relationship between land use, street configuration, and urban vibrancy. The results showed that a diverse land use mix and the proportions of land allotted for sports and cultural usage, parks, and greenspace generally have a positive impact on urban vibrancy. We noted the facilitating role of degree centrality and closeness centrality on urban vibrancy, compared to the negative impact of betweenness centrality. Our analysis of local spatial variations in the influence of road networks suggests a potential connectivity threshold for attracting people to specific areas. Finally, we identified a divergence between weekdays and weekends in terms of temporal variations.
Persistent Identifierhttp://hdl.handle.net/10722/353537
ISSN
2023 Impact Factor: 6.0
2023 SCImago Journal Rankings: 1.733

 

DC FieldValueLanguage
dc.contributor.authorChen, Zheyan-
dc.contributor.authorHuang, Bo-
dc.date.accessioned2025-01-21T00:35:34Z-
dc.date.available2025-01-21T00:35:34Z-
dc.date.issued2024-09-01-
dc.identifier.citationCities, 2024, v. 152-
dc.identifier.issn0264-2751-
dc.identifier.urihttp://hdl.handle.net/10722/353537-
dc.description.abstractAchieving urban vibrancy is a critical goal for urban planning and policy-making, and the city's physical plan plays an important role in shaping and supporting urban vibrancy. However, the effectiveness of urban planning strategies in optimizing resource allocation and fostering a vibrant city remains unclear. This study aims to contribute to this understanding by exploring the spatial and temporal effects underlying the association between urban vibrancy and urban forms. Using mobile-phone location-request data along with urban nighttime light data as a proxy for urban vibrancy in Shenzhen, China, we conducted a geographically and temporally weighted regression (GTWR) analysis to examine the relationship between land use, street configuration, and urban vibrancy. The results showed that a diverse land use mix and the proportions of land allotted for sports and cultural usage, parks, and greenspace generally have a positive impact on urban vibrancy. We noted the facilitating role of degree centrality and closeness centrality on urban vibrancy, compared to the negative impact of betweenness centrality. Our analysis of local spatial variations in the influence of road networks suggests a potential connectivity threshold for attracting people to specific areas. Finally, we identified a divergence between weekdays and weekends in terms of temporal variations.-
dc.languageeng-
dc.publisherElsevier-
dc.relation.ispartofCities-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectBig data-
dc.subjectBuilt environment-
dc.subjectGeographically and temporally weighted regression (GTWR)-
dc.subjectLand use-
dc.subjectRoad network-
dc.subjectUrban vibrancy-
dc.titleAchieving urban vibrancy through effective city planning: A spatial and temporal perspective -
dc.typeArticle-
dc.identifier.doi10.1016/j.cities.2024.105230-
dc.identifier.scopuseid_2-s2.0-85196762443-
dc.identifier.volume152-
dc.identifier.eissn1873-6084-
dc.identifier.issnl0264-2751-

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