About the Authors

Carlos E. Driemeier

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

carlos.driemeier@ctbe.cnpem.br

Affiliation Brazilian Bioethanol Science and Technology Laboratory (CTBE), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil

Liu Y. Ling

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

Affiliation Brazilian Bioethanol Science and Technology Laboratory (CTBE), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil

Daison Yancy-Caballero

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

Affiliations Brazilian Bioethanol Science and Technology Laboratory (CTBE), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil, Institute of Mathematics and Statistics (IME), University of São Paulo (USP), São Paulo, SP, Brazil

Paulo E. Mantelatto

Roles Conceptualization, Validation, Writing – review & editing

Affiliation Brazilian Bioethanol Science and Technology Laboratory (CTBE), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil

Carlos S. B. Dias

Roles Methodology, Writing – review & editing

Affiliation Brazilian Synchrotron Light Laboratory (LNLS), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil

Nathaly L. Archilha

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Brazilian Synchrotron Light Laboratory (LNLS), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil

Competing Interests

The authors have declared that no competing interests exist.