Ten simple rules for effective use of generative AI for code development in environmental science

• Rachel A. King ,

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

  * E-mail: rachel.king00@gmail.com

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0000-0002-3274-1263

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• Laurel Abowd,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0009-0007-2389-2426

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• Carlo W. Broderick,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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• LM Bradley,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Max F. Czapanskiy,

  Roles Writing – original draft, Writing – review & editing

  Affiliations Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America, College of Creative Studies, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Mona M. Farnisa,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Erica M. Ferrer,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0000-0002-6709-449X

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• Carmen Galaz García,

  Roles Writing – original draft, Writing – review & editing

  Affiliations National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America, Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Darian Gill,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Nicole M. Greco,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0000-0003-2348-2164

  ⨯
• Juliette Jacquemont,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0000-0003-1376-8492

  ⨯
• Justin A. Kadi,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0009-0007-8384-5074

  ⨯
• Li Kui,

  Roles Writing – original draft, Writing – review & editing

  Affiliations National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America, Marine Science Institute, University of California Santa Barbara, Santa Barbara, California, United States of America

  ⨯
• Gretchen LeBuhn,

  Roles Writing – original draft, Writing – review & editing

  Affiliations National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America, Department of Biology, San Francisco State University, San Francisco, California, United States of America

  https://orcid.org/0000-0001-5030-3366

  ⨯
• Liying Li,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Abigail Meyer,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0000-0003-4202-6877

  ⨯
• Marisa Morse,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0009-0006-6468-4626

  ⨯
• Evan Patrick,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America

  ⨯
• Samantha Shanny-Csik,

  Roles Writing – original draft, Writing – review & editing

  Affiliations National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America, Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America

  https://orcid.org/0000-0002-5300-3075

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• Nicholas A. C. Tucker,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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• Zhe Wang,

  Roles Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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•  [ ... ],
• Caitlin R. Fong

  Roles Conceptualization, Methodology, Project administration, Writing – original draft, Writing – review & editing

  Affiliation National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, United States of America

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