中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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
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
DOI10.1007/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

浏览0
下载0
收藏0
其他版本

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。