Detecting urban commercial patterns using a latent semantic information model: A case study of spatial-temporal evolution in Guangzhou, China

• Shili Chen,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China, Urbanization Institute of Sun Yat-sen University, Sun Yat-sen University, Guangzhou, Guangdong, China

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• Haiyan Tao ,

  Roles Data curation, Funding acquisition, Methodology, Project administration, Writing – review & editing

  * E-mail: taohy@mail.sysu.edu.cn

  Affiliations School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China, Guangdong Provincial Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, Guangdong, China, Center of Integrated Geographic Information Analysis, School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China

  http://orcid.org/0000-0002-8294-0746

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• Xuliang Li,

  Roles Software, Visualization

  Affiliations School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China, Guangdong Provincial Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, Guangdong, China, Center of Integrated Geographic Information Analysis, School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China

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• Li Zhuo

  Roles Funding acquisition, Methodology, Resources

  Affiliations School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China, Guangdong Provincial Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, Guangdong, China, Center of Integrated Geographic Information Analysis, School of Geography and Planning, Sun Yat-sen University, Guangzhou, Guangdong, China

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