Integrating satellite data and field surveys to predict bird communities in the Peruvian Amazon

• Andrew Christopher Slater ,

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

  * E-mail: acs_africa@yahoo.co.uk

  Affiliation Lancaster Environment Centre, Lancaster University, Lancaster, United Kingdom

  https://orcid.org/0009-0001-3855-686X

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• Chris A. Kirkby,

  Roles Data curation

  Affiliation Fauna Forever, Puerto Maldonado, Peru

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• Chris Ketola,

  Roles Data curation

  Affiliation Fauna Forever, Puerto Maldonado, Peru

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• Ian R. Hartley,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Lancaster Environment Centre, Lancaster University, Lancaster, United Kingdom

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• Alex Bush

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Lancaster Environment Centre, Lancaster University, Lancaster, United Kingdom

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