Associations between environmental factors and running performance: An observational study of the Berlin Marathon

• Katja Weiss,

  Roles Conceptualization, Writing – original draft

  Affiliation Institute of Primary Care, University of Zurich, Zurich, Switzerland

  https://orcid.org/0000-0003-1247-6754

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• David Valero,

  Roles Formal analysis

  Affiliation Ultra Sports Science Foundation, Pierre-Benite, France

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• Elias Villiger,

  Roles Data curation

  Affiliation Institute of Primary Care, University of Zurich, Zurich, Switzerland

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• Volker Scheer,

  Roles Writing – review & editing

  Affiliation Ultra Sports Science Foundation, Pierre-Benite, France

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• Mabliny Thuany,

  Roles Writing – review & editing

  Affiliation Department of Physical Education, State University of Para, Pará, Brazil

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• Felipe J. Aidar,

  Roles Writing – review & editing

  Affiliations Group of Studies and Research of Performance, Sport, Health and Paralympic Sports—GEPEPS, The Federal University of Sergipe—UFS, São Cristovão, Sergipe, Brazil, Department of Physical Education, Federal University of Sergipe—UFS, São Cristovão, Sergipe, Brazil

  https://orcid.org/0000-0001-7378-4529

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• Raphael Fabrício de Souza,

  Roles Writing – review & editing

  Affiliations Group of Studies and Research of Performance, Sport, Health and Paralympic Sports—GEPEPS, The Federal University of Sergipe—UFS, São Cristovão, Sergipe, Brazil, Department of Physical Education, Federal University of Sergipe—UFS, São Cristovão, Sergipe, Brazil

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• Ivan Cuk,

  Roles Writing – review & editing

  Affiliation Faculty of Sport and Physical Education, University of Belgrade, Belgrade, Serbia

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• Pantelis T. Nikolaidis,

  Roles Writing – review & editing

  Affiliation School of Health and Caring Sciences, University of West Attica, Athens, Greece

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• Thomas Rosemann,

  Roles Writing – review & editing

  Affiliation Institute of Primary Care, University of Zurich, Zurich, Switzerland

  https://orcid.org/0000-0002-6436-6306

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• Beat Knechtle

  Roles Conceptualization, Supervision, Writing – review & editing

  * E-mail: beat.knechtle@hispeed.ch

  Affiliations Institute of Primary Care, University of Zurich, Zurich, Switzerland, Medbase St. Gallen Am Vadianplatz, St. Gallen, Switzerland

  https://orcid.org/0000-0002-2412-9103

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