Characterizing the sectoral development of cities

• Diego Rybski ,

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

  * E-mail: ca-dr@rybski.de

  Affiliations Potsdam Institute for Climate Impact Research—PIK, Member of Leibniz Association, Potsdam, Germany, Department of Environmental Science Policy and Management, University of California Berkeley, Berkeley, CA, United States of America, Complexity Science Hub Vienna, Vienna, Austria

  https://orcid.org/0000-0001-6125-7705

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• Prajal Pradhan,

  Roles Conceptualization, Investigation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Potsdam Institute for Climate Impact Research—PIK, Member of Leibniz Association, Potsdam, Germany

  https://orcid.org/0000-0003-0491-5489

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• Shade T. Shutters,

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

  Affiliations School of Complex Adaptive Systems, Arizona State University, Tempe, AZ, United States of America, Global Climate Forum, Berlin, Germany

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• Van Butsic,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation Department of Environmental Science Policy and Management, University of California Berkeley, Berkeley, CA, United States of America

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• Jürgen P. Kropp

  Roles Conceptualization, Funding acquisition, Investigation, Resources, Writing – review & editing

  Affiliations Potsdam Institute for Climate Impact Research—PIK, Member of Leibniz Association, Potsdam, Germany, Institute of Earth and Environmental Science, University of Potsdam, Potsdam, Germany

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