Exploring temporal heterogeneity in an intercity travel network: A comparative study between weekdays and holidays in China
文献类型:期刊论文
作者 | Li Tao1,2; Wang Jiaoe2,3; Huang Jie2; Gao Xingchuan2 |
刊名 | JOURNAL OF GEOGRAPHICAL SCIENCES
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出版日期 | 2020-12-01 |
卷号 | 30期号:12页码:1943-1962 |
关键词 | big data weekdays National Golden Week human mobility travel time heterogeneity China |
ISSN号 | 1009-637X |
DOI | 10.1007/s11442-020-1821-9 |
通讯作者 | Wang Jiaoe(wangje@igsnrr.ac.cn) |
英文摘要 | A largely unexplored application of "Big Data" in urban contexts is using human mobility data to study temporal heterogeneity in intercity travel networks. Hence, this paper explores China's intercity travel patterns and their dynamics, with a comparison between weekdays and holidays, to contribute to our understanding of these phenomena. Using passenger travel data inferred from Tencent Location Big Data during weekdays (April 11-15, 2016) and National Golden Week (October 1-7, 2016), we compare the spatial patterns of Chinese intercity travel on weekdays and during Golden Week. The results show that the average daily intercity travel during Golden Week is significantly higher than that during weekdays, but the travel distance and degree of network clustering are significantly lower. This indicates temporal heterogeneity in mapping the intercity travel network. On weekdays, the three major cities of Beijing, Shanghai, and Guangzhou take prominent core positions, while cities that are tourism destinations or transportation hubs are more attractive during Golden Week. The reasons behind these findings can be explained by geographical proximity, administrative division (proximity of cultural and policy systems), travel distance, and travel purposes. |
WOS关键词 | LONG-DISTANCE TRIPS ; MODE CHOICE ; PASSENGER TRANSPORT ; DETERMINANTS ; GERMANY ; CITIES |
资助项目 | National Natural Science Foundation of China[41501120] ; National Natural Science Foundation of China[41722103] ; Fundamental Research Funds for the Central Universities, SNNU[18SZYB01] ; China Postdoctoral Science Foundation[2020M670429] |
WOS研究方向 | Physical Geography |
语种 | 英语 |
WOS记录号 | WOS:000602555200002 |
出版者 | SCIENCE PRESS |
资助机构 | National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities, SNNU ; China Postdoctoral Science Foundation |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/137853] ![]() |
专题 | 中国科学院地理科学与资源研究所 |
通讯作者 | Wang Jiaoe |
作者单位 | 1.Shaanxi Normal Univ, Northwest Land & Resource Res Ctr, Xian 710119, Peoples R China 2.Chinese Acad Sci, Key Lab Reg Sustainable Dev Modeling, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China 3.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China |
推荐引用方式 GB/T 7714 | Li Tao,Wang Jiaoe,Huang Jie,et al. Exploring temporal heterogeneity in an intercity travel network: A comparative study between weekdays and holidays in China[J]. JOURNAL OF GEOGRAPHICAL SCIENCES,2020,30(12):1943-1962. |
APA | Li Tao,Wang Jiaoe,Huang Jie,&Gao Xingchuan.(2020).Exploring temporal heterogeneity in an intercity travel network: A comparative study between weekdays and holidays in China.JOURNAL OF GEOGRAPHICAL SCIENCES,30(12),1943-1962. |
MLA | Li Tao,et al."Exploring temporal heterogeneity in an intercity travel network: A comparative study between weekdays and holidays in China".JOURNAL OF GEOGRAPHICAL SCIENCES 30.12(2020):1943-1962. |
入库方式: OAI收割
来源:地理科学与资源研究所
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