About the Authors

Silas Maciel de Oliveira

Contributed equally to this work with: Silas Maciel de Oliveira, Ignacio A. Ciampitti, José Laércio Favarin

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

silasmaciel@usp.br (SMO); ciampitti@ksu.edu (IAC)

Affiliation Department of Crop Science, University of São Paulo, Luiz de Queiroz College of Agriculture, Piracicaba, São Paulo, Brazil

Rodrigo Estevam Munhoz de Almeida

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

‡ These authors also contributed equally to this work.

Affiliation Brazilian Corporation of Agricultural Research, Fishery and Aquiculture, Palmas, Tocantins, Brazil

Ignacio A. Ciampitti

Contributed equally to this work with: Silas Maciel de Oliveira, Ignacio A. Ciampitti, José Laércio Favarin

Roles Conceptualization, Formal analysis, Software, Visualization, Writing – original draft, Writing – review & editing

silasmaciel@usp.br (SMO); ciampitti@ksu.edu (IAC)

Affiliation Department of Agronomy, Kansas State University, Manhattan, Kansas, United States of America

Clovis Pierozan Junior

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

‡ These authors also contributed equally to this work.

Affiliations Department of Crop Science, University of São Paulo, Luiz de Queiroz College of Agriculture, Piracicaba, São Paulo, Brazil, Paraná Federal Institute of Education, Science and Technology, Palmas, Paraná, Brazil

Bruno Cocco Lago

Roles Data curation, Investigation, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Crop Science, University of São Paulo, Luiz de Queiroz College of Agriculture, Piracicaba, São Paulo, Brazil

Paulo Cesar Ocheuze Trivelin

Roles Methodology

‡ These authors also contributed equally to this work.

Affiliation University of São Paulo, Center of Nuclear Energy in Agriculture, Piracicaba, São Paulo, Brazil

José Laércio Favarin

Contributed equally to this work with: Silas Maciel de Oliveira, Ignacio A. Ciampitti, José Laércio Favarin

Roles Conceptualization, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department of Crop Science, University of São Paulo, Luiz de Queiroz College of Agriculture, Piracicaba, São Paulo, Brazil

Competing Interests

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.