Benefits of crowd-sourced GPS information for modelling the recreation ecosystem service

• Coline Byczek ,

  Contributed equally to this work with: Coline Byczek, Pierre-Yves Longaretti, Sandra Lavorel

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliation Laboratoire d’Ecologie Alpine, CNRS—Université Grenoble Alpes, CS, Grenoble, France

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• Pierre-Yves Longaretti ,

  Contributed equally to this work with: Coline Byczek, Pierre-Yves Longaretti, Sandra Lavorel

  Roles Formal analysis, Methodology, Supervision, Writing – original draft

  Affiliations Université Grenoble Alpes, CNRS, Inria, Grenoble INPINP Institute of Engineering Univ. Grenoble Alpes, LJK, Grenoble, France, Université Grenoble Alpes, CNRS-INSU, IPAG, CS, Grenoble, France

  http://orcid.org/0000-0002-4940-0756

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• Julien Renaud,

  Roles Data curation, Methodology

  Affiliation Laboratoire d’Ecologie Alpine, CNRS—Université Grenoble Alpes, CS, Grenoble, France

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• Sandra Lavorel

  Contributed equally to this work with: Coline Byczek, Pierre-Yves Longaretti, Sandra Lavorel

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – original draft

  * E-mail: sandra.lavorel@univ-grenoble-alpes.fr

  Affiliation Laboratoire d’Ecologie Alpine, CNRS—Université Grenoble Alpes, CS, Grenoble, France

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