Creating building-level, three-dimensional digital models of historic urban neighborhoods from Sanborn Fire Insurance maps using machine learning

• Yue Lin,

  Roles Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Geography, The Ohio State University, Columbus, Ohio, United States of America, Center for Urban and Regional Analysis, The Ohio State University, Columbus, Ohio, United States of America

  https://orcid.org/0000-0001-8568-7734

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• Jialin Li,

  Roles Data curation, Methodology

  Affiliation Epsilon, Chicago, Illinois, United States of America

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• Adam Porr,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Mid-Ohio Regional Planning Commission, Columbus, Ohio, United States of America

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• Gerika Logan,

  Roles Investigation, Project administration, Writing – review & editing

  Affiliation Center for Urban and Regional Analysis, The Ohio State University, Columbus, Ohio, United States of America

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• Ningchuan Xiao,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliations Department of Geography, The Ohio State University, Columbus, Ohio, United States of America, Center for Urban and Regional Analysis, The Ohio State University, Columbus, Ohio, United States of America

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• Harvey J. Miller

  Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: miller.81@osu.edu

  Affiliations Department of Geography, The Ohio State University, Columbus, Ohio, United States of America, Center for Urban and Regional Analysis, The Ohio State University, Columbus, Ohio, United States of America

  https://orcid.org/0000-0001-5480-3421

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