Multi-year data from satellite- and ground-based sensors show details and scale matter in assessing climate’s effects on wetland surface water, amphibians, and landscape conditions

• Walt Sadinski ,

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

  * E-mail: wsadinski@usgs.gov

  Affiliation U.S. Geological Survey, Upper Midwest Environmental Sciences Center, La Crosse, Wisconsin, United States of America

  http://orcid.org/0000-0003-0839-8685

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• Alisa L. Gallant,

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

  Affiliation U.S. Geological Survey, Earth Resources Observation and Science Center, Sioux Falls, South Dakota, United States of America

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• Mark Roth,

  Roles Data curation, Formal analysis, Investigation, Validation, Writing – original draft, Writing – review & editing

  Affiliation U.S. Geological Survey, Upper Midwest Environmental Sciences Center, La Crosse, Wisconsin, United States of America

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• Jesslyn Brown,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Resources, Writing – review & editing

  Affiliation U.S. Geological Survey, Earth Resources Observation and Science Center, Sioux Falls, South Dakota, United States of America

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• Gabriel Senay,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Resources, Writing – review & editing

  Affiliation U.S. Geological Survey, Earth Resources Observation and Science Center, Sioux Falls, South Dakota, United States of America

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• Wayne Brininger,

  Roles Data curation, Funding acquisition, Investigation, Resources, Supervision, Writing – review & editing

  Affiliation U.S. Fish and Wildlife Service, Tamarac National Wildlife Refuge, Rochert, Minnesota, United States of America

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• Perry M. Jones,

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Resources, Supervision, Validation, Writing – review & editing

  Affiliation U.S. Geological Survey, Minnesota Water Science Center, Mounds View, Minnesota, United States of America

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• Jason Stoker

  Roles Formal analysis, Funding acquisition, Visualization, Writing – review & editing

  Affiliation U.S. Geological Survey, National Geospatial Program, Reston, Virginia, United States of America

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