Comprehensive nutrient analysis in agricultural organic amendments through non-destructive assays using machine learning

• Erick K. Towett ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft

  * E-mail: e.towett@cgiar.org (EKT); b.lee.drake@gmail.com (LBD)

  Affiliation World Agroforestry (ICRAF), Nairobi, Kenya

  https://orcid.org/0000-0002-6853-6843

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• Lee B. Drake ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  * E-mail: e.towett@cgiar.org (EKT); b.lee.drake@gmail.com (LBD)

  Affiliation Department of Anthropology, University of New Mexico, Albuquerque, NM, United States of America

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• Gifty E. Acquah,

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

  Affiliation Department of Sustainable Agricultural Sciences, Rothamsted Research, Harpenden, United Kingdom

  https://orcid.org/0000-0003-4269-0903

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• Stephan M. Haefele,

  Roles Conceptualization, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Sustainable Agricultural Sciences, Rothamsted Research, Harpenden, United Kingdom

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• Steve P. McGrath,

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

  Affiliation Department of Sustainable Agricultural Sciences, Rothamsted Research, Harpenden, United Kingdom

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• Keith D. Shepherd

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

  Affiliation World Agroforestry (ICRAF), Nairobi, Kenya

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