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Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data
Guo, Sihui1,2; Yang, Gege1,2; Pei, Tao1,2,3; Ma, Ting1,2; Song, Ci1,2; Shu, Hua1,2; Du, Yunyan1,2; Zhou, Chenghu1,2
2019
Source PublicationLANDSCAPE AND URBAN PLANNING
ISSN0169-2046
Volume181Pages:103-117
Corresponding AuthorPei, Tao(peit@lreis.ac.cn)
AbstractThe 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.
KeywordUrban parks Service area Travel behavior Influencing factors Multi-source data
DOI10.1016/j.landurbplan.2018.09.016
WOS KeywordPHYSICAL-ACTIVITY ; GREEN SPACE ; ENVIRONMENTAL JUSTICE ; HUMAN MOBILITY ; PUBLIC-HEALTH ; ACCESS ; CHINA ; ASSOCIATIONS ; COMMUNITIES ; QUALITY
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China (NSFC)[41525004] ; National Natural Science Foundation of China (NSFC)[41590845] ; National Natural Science Foundation of China (NSFC)[41421001]
Funding OrganizationNational Natural Science Foundation of China (NSFC)
WOS Research AreaEnvironmental Sciences & Ecology ; Geography ; Physical Geography ; Urban Studies
WOS SubjectEcology ; Environmental Studies ; Geography ; Geography, Physical ; Urban Studies
WOS IDWOS:000450376400009
PublisherELSEVIER SCIENCE BV
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/52481
Collection中国科学院地理科学与资源研究所
Corresponding AuthorPei, Tao
Affiliation1.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
Recommended Citation
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.
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