Crop loss identification at field parcel scale using satellite remote sensing and machine learning

• Santosh Hiremath ,

  Contributed equally to this work with: Santosh Hiremath, Samantha Wittke

  Roles Conceptualization, Data curation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: santosh.hiremath@aalto.fi

  Affiliation Department of Computer Science, Aalto University, Espoo, Finland

  https://orcid.org/0000-0002-7143-8005

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• Samantha Wittke ,

  Contributed equally to this work with: Santosh Hiremath, Samantha Wittke

  Roles Conceptualization, Data curation, Investigation, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Finnish Geospatial Research Institute, Masala, Finland, Department of Built Environment, Aalto University, Espoo, Finland

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• Taru Palosuo,

  Roles Conceptualization, Writing – review & editing

  Affiliation Natural Resources Institute Finland (Luke), Helsinki, Finland

  https://orcid.org/0000-0003-4322-3450

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• Jere Kaivosoja,

  Roles Conceptualization, Data curation, Investigation, Writing – review & editing

  Affiliation Natural Resources Institute Finland (Luke), Helsinki, Finland

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• Fulu Tao,

  Roles Conceptualization, Resources, Writing – review & editing

  Affiliation Natural Resources Institute Finland (Luke), Helsinki, Finland

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• Maximilian Proll,

  Roles Data curation

  Affiliation Department of Computer Science, Aalto University, Espoo, Finland

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• Eetu Puttonen,

  Roles Supervision, Writing – review & editing

  Affiliation Finnish Geospatial Research Institute, Masala, Finland

  https://orcid.org/0000-0003-0985-4443

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• Pirjo Peltonen-Sainio ,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Natural Resources Institute Finland (Luke), Helsinki, Finland

  https://orcid.org/0000-0002-1083-2201

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• Pekka Marttinen ,

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Computer Science, Aalto University, Espoo, Finland

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• Hiroshi Mamitsuka

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

  ¶‡ These authors also contributed equally to this work.

  Affiliations Department of Computer Science, Aalto University, Espoo, Finland, Bioinformatics Center, Institute for Chemical Research, Kyoto University, Uji, Japan

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