Crop yield prediction integrating genotype and weather variables using deep learning

• Johnathon Shook ,

  Contributed equally to this work with: Johnathon Shook, Tryambak Gangopadhyay

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

  Affiliation Department of Agronomy, Iowa State University, Ames, IA, United States of America

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• Tryambak Gangopadhyay ,

  Contributed equally to this work with: Johnathon Shook, Tryambak Gangopadhyay

  Roles Formal analysis, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Mechanical Engineering, Iowa State University, Ames, IA, United States of America

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• Linjiang Wu,

  Roles Formal analysis, Methodology

  Affiliation Department of Mechanical Engineering, Iowa State University, Ames, IA, United States of America

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• Baskar Ganapathysubramanian,

  Roles Conceptualization, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Mechanical Engineering, Iowa State University, Ames, IA, United States of America

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• Soumik Sarkar ,

  Roles Conceptualization, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: soumiks@iastate.edu (SS); singhak@iastate.edu (AKS)

  Affiliation Department of Mechanical Engineering, Iowa State University, Ames, IA, United States of America

  https://orcid.org/0000-0002-6775-9199

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• Asheesh K. Singh

  Roles Conceptualization, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: soumiks@iastate.edu (SS); singhak@iastate.edu (AKS)

  Affiliation Department of Agronomy, Iowa State University, Ames, IA, United States of America

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