The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective

Urban population density distribution contributes towards a deeper understanding of peoples’ activities patterns and urban vibrancy. The associations between the distribution of urban population density and land use are crucial to improve urban spatial structure. Despite numerous studies on populati...

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Autores principales:	Yisheng Peng, Jiahui Liu, Tianyao Zhang, Xiangyang Li
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	urban population density distribution land use spatial spillover effect spatial-temporal characteristics Baidu heat map Medicine R
Acceso en línea:	https://doaj.org/article/87751b7bd9384c548f54e1e51df6fcaa
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spelling	oai:doaj.org-article:87751b7bd9384c548f54e1e51df6fcaa2021-11-25T17:51:37ZThe Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective10.3390/ijerph1822121601660-46011661-7827https://doaj.org/article/87751b7bd9384c548f54e1e51df6fcaa2021-11-01T00:00:00Zhttps://www.mdpi.com/1660-4601/18/22/12160https://doaj.org/toc/1661-7827https://doaj.org/toc/1660-4601Urban population density distribution contributes towards a deeper understanding of peoples’ activities patterns and urban vibrancy. The associations between the distribution of urban population density and land use are crucial to improve urban spatial structure. Despite numerous studies on population density distribution and land use, the significance of spatial dependence has attained less attention. Based on the Baidu heat map data and points of interests data in the main urban zone of Guangzhou, China, the current paper first investigated the spatial evolution and temporal distribution characteristics of urban population density and examined the spatial spillover influence of land use on it through spatial correlation analysis methods and the spatial Durbin model. The results show that the urban population density distribution is characterized by aggregation in general and varies on weekends and weekdays. The changes in population density within a day present a trend of “rapid growth-gentle decline-rapid growth-rapid decline”. Furthermore, the spatial spillover effects of land use exist and play the same important roles in population density distribution as the direct effects. Additionally, different types of land use show diverse direct effects and spatial spillover effects at various times. These findings suggest that balancing the population density distribution should consider the indirect effect from neighboring areas, which hopefully provide implications for urban planners and policy makers in utilizing the rational allocation of public resources and regarding optimization of urban spatial structure.Yisheng PengJiahui LiuTianyao ZhangXiangyang LiMDPI AGarticleurban population density distributionland usespatial spillover effectspatial-temporal characteristicsBaidu heat mapMedicineRENInternational Journal of Environmental Research and Public Health, Vol 18, Iss 12160, p 12160 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	urban population density distribution land use spatial spillover effect spatial-temporal characteristics Baidu heat map Medicine R
spellingShingle	urban population density distribution land use spatial spillover effect spatial-temporal characteristics Baidu heat map Medicine R Yisheng Peng Jiahui Liu Tianyao Zhang Xiangyang Li The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective
description	Urban population density distribution contributes towards a deeper understanding of peoples’ activities patterns and urban vibrancy. The associations between the distribution of urban population density and land use are crucial to improve urban spatial structure. Despite numerous studies on population density distribution and land use, the significance of spatial dependence has attained less attention. Based on the Baidu heat map data and points of interests data in the main urban zone of Guangzhou, China, the current paper first investigated the spatial evolution and temporal distribution characteristics of urban population density and examined the spatial spillover influence of land use on it through spatial correlation analysis methods and the spatial Durbin model. The results show that the urban population density distribution is characterized by aggregation in general and varies on weekends and weekdays. The changes in population density within a day present a trend of “rapid growth-gentle decline-rapid growth-rapid decline”. Furthermore, the spatial spillover effects of land use exist and play the same important roles in population density distribution as the direct effects. Additionally, different types of land use show diverse direct effects and spatial spillover effects at various times. These findings suggest that balancing the population density distribution should consider the indirect effect from neighboring areas, which hopefully provide implications for urban planners and policy makers in utilizing the rational allocation of public resources and regarding optimization of urban spatial structure.
format	article
author	Yisheng Peng Jiahui Liu Tianyao Zhang Xiangyang Li
author_facet	Yisheng Peng Jiahui Liu Tianyao Zhang Xiangyang Li
author_sort	Yisheng Peng
title	The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective
title_short	The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective
title_full	The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective
title_fullStr	The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective
title_full_unstemmed	The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective
title_sort	relationship between urban population density distribution and land use in guangzhou, china: a spatial spillover perspective
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/87751b7bd9384c548f54e1e51df6fcaa
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The Relationship between Urban Population Density Distribution and Land Use in Guangzhou, China: A Spatial Spillover Perspective

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