Do street-level scene perceptions affect housing prices in Chinese megacities? An analysis using open access datasets and deep learning

• Xiao Fu,

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China

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• Tianxia Jia,

  Roles Visualization

  Affiliations State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China, College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China

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• Xueqi Zhang,

  Roles Visualization

  Affiliations State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China, College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China

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• Shanlin Li,

  Roles Visualization

  Affiliation National Science Library, Chinese Academy of Sciences, Beijing, China

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• Yonglin Zhang

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

  * E-mail: ylzhang_rcees@foxmail.com

  Affiliations State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China, College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China

  http://orcid.org/0000-0001-5432-8800

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