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Understanding geographical patterns of a city's diurnal rhythm from aggregate data of location-aware services

文献类型：期刊论文

作者Ma, Ting1,2; Pei, Tao1,2,3; Song, Ci1,2; Liu, Yaxi1,2; Du, Yunyan1,2; Liao, Xiaohan1,2
刊名TRANSACTIONS IN GIS
出版日期2019-02-01
卷号23期号:1页码:104-117
ISSN号1361-1682
DOI10.1111/tgis.12508
通讯作者Pei, Tao(peit@lreis.ac.cn) ; Liao, Xiaohan(liaoxh@igsnrr.ac.cn)
英文摘要Do collective behaviors of the daily routine of a city's inhabitants form the periodical cycling of human activity at the city level (here termed the city's diurnal rhythm)? If the answer is yes, do there exist geographical patterns in the city's diurnal rhythm? Using a nationwide dataset of observed uses of location-aware services in the largest Chinese social media platform, we first confirm the significant periodicity in city-level human activity from the perspective of the aggregate degree of social media uses over a day. We then investigate geographical changes in the diurnal rhythm of human activity and its local variations in different parts of the city, and between weekdays and weekend days, over 340 Chinese cities. Our results show that a city's diurnal rhythm across the whole country exhibits both regular, nationally conspicuous shifts along geographical gradients and locally distinct spatiotemporal changes within the city. Our findings could provide insights into the characterization of the daily routine of city-level human activity and its geographical patterns, and have potential for several issues in terms of planning, management, and decision-making related to human population dynamics.
WOS关键词MOBILE PHONE USAGE ; SPACE ; ENERGY ; HARBIN ; LIGHT
资助项目National Natural Science Foundation of China[41590845] ; National Natural Science Foundation of China[41525004] ; National Natural Science Foundation of China[41421001] ; National Natural Science Foundation of China[41771418] ; Key Research Program of Frontier Science, Chinese Academy of Sciences[QYZDY-SSWDQC007] ; National Science and Technology Key Project[2016YFB0502301]
WOS研究方向Geography
语种英语
WOS记录号WOS:000459246100006
出版者WILEY
资助机构National Natural Science Foundation of China ; Key Research Program of Frontier Science, Chinese Academy of Sciences ; National Science and Technology Key Project
源URL[http://ir.igsnrr.ac.cn/handle/311030/49385]  
专题中国科学院地理科学与资源研究所
通讯作者Pei, Tao; Liao, Xiaohan
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, Peoples R China
3.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing, Jiangsu, Peoples R China
推荐引用方式
GB/T 7714		 Ma, Ting,Pei, Tao,Song, Ci,et al. Understanding geographical patterns of a city's diurnal rhythm from aggregate data of location-aware services[J]. TRANSACTIONS IN GIS,2019,23(1):104-117.
APA Ma, Ting,Pei, Tao,Song, Ci,Liu, Yaxi,Du, Yunyan,&Liao, Xiaohan.(2019).Understanding geographical patterns of a city's diurnal rhythm from aggregate data of location-aware services.TRANSACTIONS IN GIS,23(1),104-117.
MLA Ma, Ting,et al."Understanding geographical patterns of a city's diurnal rhythm from aggregate data of location-aware services".TRANSACTIONS IN GIS 23.1(2019):104-117.

入库方式： OAI收割

来源：地理科学与资源研究所

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