Understanding links between water-quality variables and nitrate concentration in freshwater streams using high frequency sensor data

• Claire Kermorvant ,

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

  * E-mail: claire.kermorvant@univ-pau.fr

  Affiliation Le CNRS et l’Université de Pau et des Pays de l’Adour, Laboratoire de Mathématiques et de leurs Applications de Pau, Anglet, France

  https://orcid.org/0000-0002-1972-8937

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• Benoit Liquet,

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

  Affiliations Le CNRS et l’Université de Pau et des Pays de l’Adour, Laboratoire de Mathématiques et de leurs Applications de Pau, Anglet, France, School of Mathematical and Physical Sciences, Macquarie University, Sydney, New South Wales, Australia, ARC Centre of Excellence for Mathematics and Statistical Frontiers, Brisbane, Queensland, Australia

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• Guy Litt,

  Roles Conceptualization, Formal analysis, Investigation, Resources, Writing – original draft, Writing – review & editing

  Affiliation Battelle, National Ecological Observatory Network, Boulder, Colorado, United States of America

  https://orcid.org/0000-0003-1996-7468

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• Kerrie Mengersen,

  Roles Conceptualization, Funding acquisition, Supervision, Validation, Writing – review & editing

  Affiliations ARC Centre of Excellence for Mathematics and Statistical Frontiers, Brisbane, Queensland, Australia, School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia

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• Erin E. Peterson,

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

  Affiliations ARC Centre of Excellence for Mathematics and Statistical Frontiers, Brisbane, Queensland, Australia, Peterson Consulting, Brisbane, Queensland, Australia

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• Rob J. Hyndman,

  Roles Data curation, Formal analysis, Methodology, Supervision, Validation, Writing – review & editing

  Affiliations ARC Centre of Excellence for Mathematics and Statistical Frontiers, Brisbane, Queensland, Australia, Department of Econometrics and Business Statistics, Monash University, Clayton, Victoria, Australia

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• Jeremy B. Jones Jr.,

  Roles Supervision, Validation, Writing – review & editing

  Affiliation Institute of Arctic Biology and Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America

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• Catherine Leigh

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

  Affiliations ARC Centre of Excellence for Mathematics and Statistical Frontiers, Brisbane, Queensland, Australia, Biosciences and Food Technology Discipline and School of Science, RMIT University, Bundoora, Victoria, Australia

  https://orcid.org/0000-0003-4186-1678

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