Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data

doi:10.1016/j.landurbplan.2018.09.016

	Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data
	Guo, Sihui 1,2; Yang, Gege 1,2; Pei, Tao 1,2,3; Ma, Ting 1,2; Song, Ci 1,2; Shu, Hua 1,2; Du, Yunyan 1,2; Zhou, Chenghu 1,2
刊名	LANDSCAPE AND URBAN PLANNING
	2019
卷号	181 页码:103-117
关键词	Urban parks Service area Travel behavior Influencing factors Multi-source data
ISSN号	0169-2046
DOI	10.1016/j.landurbplan.2018.09.016
通讯作者	Pei, Tao(peit@lreis.ac.cn)
英文摘要	The rapid process of urbanization aggravates the imbalance between the supply and demand of urban public services. Urban parks are among the most important urban public services, and their use efficiency has been an important index for urban planning. Therefore, it is essential to estimate well their service area and influencing factors. Traditional survey data used to analyze the characteristics of urban park services are limited by small samples and high cost. Owing to thriving information communication technologies, vast amounts of human activity data have become available that enable understanding of human travel behavior. In this study, we analyzed a park service area, which is defined as the zone of influence of individual parks, in Beijing, and the factors that influence the service area. First, the service area was estimated using 1-SDE based on mobile phone signaling data. A multiple linear regression model was then used to analyze the influence of factors on the park service area. The results show that (1) external factors including population density, the number of commercial facilities, and traffic convenience have significant influences on the park service area; (2) employment places positively influence the park service area on the weekday; and (3) other factors such as park design and park reputation had inconsistent effects on the park service area, in either sign or significance, regarding the weekday and the weekend. The findings of this study will be of practical value when designing parks or undertaking city planning in the future.
资助项目	National Natural Science Foundation of China (NSFC)[41525004] ; National Natural Science Foundation of China (NSFC)[41590845] ; National Natural Science Foundation of China (NSFC)[41421001]
WOS关键词	PHYSICAL-ACTIVITY ; GREEN SPACE ; ENVIRONMENTAL JUSTICE ; HUMAN MOBILITY ; PUBLIC-HEALTH ; ACCESS ; CHINA ; ASSOCIATIONS ; COMMUNITIES ; QUALITY
WOS研究方向	Environmental Sciences & Ecology ; Geography ; Physical Geography ; Urban Studies
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000450376400009
资助机构	National Natural Science Foundation of China (NSFC)
内容类型	期刊论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/52480]
专题	中国科学院地理科学与资源研究所
通讯作者	Pei, Tao
作者单位	1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Jiangsu, Peoples R China
推荐引用方式 GB/T 7714	Guo, Sihui,Yang, Gege,Pei, Tao,et al. Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data[J]. LANDSCAPE AND URBAN PLANNING,2019,181:103-117.
APA	Guo, Sihui.,Yang, Gege.,Pei, Tao.,Ma, Ting.,Song, Ci.,...&Zhou, Chenghu.(2019).Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data.LANDSCAPE AND URBAN PLANNING,181,103-117.
MLA	Guo, Sihui,et al."Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data".LANDSCAPE AND URBAN PLANNING 181(2019):103-117.