Analysis and optimization of 15-minute community life circle based on supply and demand matching: A case study of Shanghai

• Haoyuan Wu,

  Roles Writing – original draft

  Affiliation School of Environmental & Geographical Sciences, Shanghai Normal University, Shanghai, China

  https://orcid.org/0000-0002-1742-5844

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• Liangxu Wang ,

  Roles Writing – review & editing

  * E-mail: wangliangxu@shnu.edu.cn

  Affiliation School of Environmental & Geographical Sciences, Shanghai Normal University, Shanghai, China

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• Zhonghao Zhang,

  Roles Writing – review & editing

  Affiliation School of Environmental & Geographical Sciences, Shanghai Normal University, Shanghai, China

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• Jun Gao

  Roles Writing – review & editing

  Affiliation School of Environmental & Geographical Sciences, Shanghai Normal University, Shanghai, China

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