Coupling remote sensing and eDNA to monitor environmental impact: A pilot to quantify the environmental benefits of sustainable agriculture in the Brazilian Amazon

• Karen Dyson ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: kdyson@sig-gis.com

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  https://orcid.org/0000-0002-8860-3396

  ⨯
• Andréa P. Nicolau,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  https://orcid.org/0000-0002-7529-2074

  ⨯
• Karis Tenneson,

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

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  ⨯
• Wendy Francesconi,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  https://orcid.org/0000-0001-6314-6400

  ⨯
• Amy Daniels,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation United States Agency for International Development (USAID), Washington, DC, United States of America

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• Giulia Andrich,

  Roles Investigation, Writing – review & editing

  Affiliation Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil

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• Bernardo Caldas,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  https://orcid.org/0000-0001-5557-0375

  ⨯
• Silvia Castaño,

  Roles Investigation, Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  ⨯
• Nathanael de Campos,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil

  ⨯
• John Dilger,

  Roles Formal analysis, Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  ⨯
• Vinicius Guidotti,

  Roles Investigation, Writing – review & editing

  Affiliation Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil

  ⨯
• Iara Jaques,

  Roles Investigation, Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  ⨯
• Ian M. McCullough,

  Roles Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  ⨯
• Allan D. McDevitt,

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

  Affiliation Atlantic Technological University, Galway, Ireland

  ⨯
• Luis Molina,

  Roles Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  https://orcid.org/0000-0001-8416-0906

  ⨯
• Dawn M. Nekorchuk,

  Roles Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  ⨯
• Tom Newberry,

  Roles Data curation, Formal analysis, Writing – review & editing

  Affiliation University of Salford, Salford, Manchester, United Kingdom

  ⨯
• Cristiano Lima Pereira,

  Roles Investigation, Writing – review & editing

  Affiliation Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil

  ⨯
• Jorge Perez,

  Roles Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  https://orcid.org/0000-0002-6485-2611

  ⨯
• Teal Richards-Dimitrie,

  Roles Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  https://orcid.org/0009-0009-9770-7793

  ⨯
• Ovidio Rivera,

  Roles Investigation, Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  ⨯
• Beatriz Rodriguez,

  Roles Conceptualization, Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  ⨯
• Naiara Sales,

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

  Affiliation University of Salford, Salford, Manchester, United Kingdom

  ⨯
• Jhon Tello,

  Roles Investigation, Writing – review & editing

  Affiliation Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi

  https://orcid.org/0000-0001-7020-5982

  ⨯
• Crystal Wespestad,

  Roles Formal analysis, Investigation, Project administration, Writing – review & editing

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  https://orcid.org/0000-0002-3093-1178

  ⨯
• Brian Zutta,

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

  Affiliation Spatial Informatics Group, LLC, Pleasanton, California, United States of America

  ⨯
•  [ ... ],
• David Saah

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation University of San Francisco, San Francisco, California, United States of America

  https://orcid.org/0000-0001-9999-1219

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