Journal of Geo-information Science, Volume. 22, Issue 2, 147(2020)

Multi-level Spatial Distribution Estimation Model of the Inter-regional Migrant Population Using Multi-source Spatio-temporal Big Data: A Case Study of Migrants from Wuhan during the Spread of COVID-19

Zhang LIU1...1,2,2, Jiale QIAN1,1,2,2, Yunyan DU1,1,2,2,*, Nan WANG1,1,2,2, Jiawei YI1,1,2,2, Yeran SUN3,3,4,4, Ting MA1,1,2,2, Tao PEI1,1,2,2, and Chenghu ZHOU1,1,22 |Show fewer author(s)
Author Affiliations
  • 1State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
  • 1中国科学院地理科学与资源研究所 资源与环境信息系统国家重点实验室,北京 100101
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
  • 2中国科学院大学,北京 100049
  • 3School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China
  • 3中山大学地理科学与规划学院,广州 510275
  • 4Department of Geography, Swansea University, Swansea SA28PP, United Kingdom
  • 4斯旺西大学地理系,斯旺西 SA28PP, 英国
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    Figures & Tables(10)
    Urban, suburban, and rural areas in Hubei Province in 2016
    Methodological workflow of this study
    Trends of Tencent location requests in prefecture-level cities on January 16, 2018
    The proportion of population movement from Wuhan to nationwide and prefecture-level cities in Hubei province in the 12 days before New Year's Eve 2020
    Regression relationship between Tencent location requests and resident population
    Spatial distribution of the upper and lower limits of the population who immigrate from Wuhan to rural areas in prefecture-level cities before New Year's Eve, January 24, 2020
    The spatial distribution of county-level population change during the 2018 Spring Festival in Hubei Provinc
    • Table 1. Population of prefecture-level cities in Hubei Province during the 2018 Spring Festival

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      Table 1. Population of prefecture-level cities in Hubei Province during the 2018 Spring Festival

    • Table 2. Population changes of prefecture-level cities in Hubei Province during the 2018 Spring Festival

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      View in Article

      Table 2. Population changes of prefecture-level cities in Hubei Province during the 2018 Spring Festival

    • Table 3. Population migrates from Wuhan to rural areas in prefecture-level cities before New Year's Eve, January 24, 2020

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      View in Article

      Table 3. Population migrates from Wuhan to rural areas in prefecture-level cities before New Year's Eve, January 24, 2020

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    Zhang LIU, Jiale QIAN, Yunyan DU, Nan WANG, Jiawei YI, Yeran SUN, Ting MA, Tao PEI, Chenghu ZHOU. Multi-level Spatial Distribution Estimation Model of the Inter-regional Migrant Population Using Multi-source Spatio-temporal Big Data: A Case Study of Migrants from Wuhan during the Spread of COVID-19[J]. Journal of Geo-information Science, 2020, 22(2): 147

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    Paper Information

    Received: Jan. 28, 2020

    Accepted: --

    Published Online: Sep. 16, 2020

    The Author Email: DU Yunyan (duyy@lreis.ac.cn)

    DOI:10.12082/dqxxkx.2020.200045

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