About the Authors

John C. Clifton-Brown

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

Affiliation Institute of Biological, Environmental and Rural Sciences, Plas Gogerddan, Aberystwyth University, Aberystwyth, United Kingdom

Hannah Senior

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

Affiliation PBS International, Scarborough, United Kingdom

Sarah J. Purdy

Roles Data curation, Investigation, Methodology, Visualization, Writing – original draft

Affiliation Institute of Biological, Environmental and Rural Sciences, Plas Gogerddan, Aberystwyth University, Aberystwyth, United Kingdom

Richard Horsnell

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

Affiliation The John Bingham Laboratory, NIAB, Cambridge, United Kingdom

Bernd Lankamp

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

Affiliation KWS SAAT SE, Einbeck, Germany

Ann-Katrin Müennekhoff

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

Affiliation KWS SAAT SE, Einbeck, Germany

Daljit Virk

Roles Conceptualization, Formal analysis, Writing – original draft

Affiliation PBS International, Scarborough, United Kingdom

Estelle Guillemois

Roles Conceptualization, Investigation, Methodology, Visualization, Writing – review & editing

Affiliation Nonwovens Innovation & Research Institute Ltd, Leeds, United Kingdom

Vera Chetty

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

Affiliation Nonwovens Innovation & Research Institute Ltd, Leeds, United Kingdom

Alan Cookson

Roles Formal analysis, Investigation, Visualization, Writing – review & editing

Affiliation Institute of Biological, Environmental and Rural Sciences, Plas Gogerddan, Aberystwyth University, Aberystwyth, United Kingdom

Sarah Girdwood

Roles Investigation, Methodology, Writing – review & editing

Affiliation Institute of Biological, Environmental and Rural Sciences, Plas Gogerddan, Aberystwyth University, Aberystwyth, United Kingdom

Gabi Clifton-Brown

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

Affiliation Institute of Biological, Environmental and Rural Sciences, Plas Gogerddan, Aberystwyth University, Aberystwyth, United Kingdom

Mei Lie MC Tan

Roles Conceptualization, Data curation, Investigation, Project administration, Writing – original draft, Writing – review & editing

Affiliation CreaNova Consultancy, Hann-Münden, Germany

Danny Awty-Carroll

Roles Methodology, Validation, Visualization, Writing – review & editing

Affiliation Institute of Biological, Environmental and Rural Sciences, Plas Gogerddan, Aberystwyth University, Aberystwyth, United Kingdom

Alison R. Bentley

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Writing – original draft

alison.bentley@niab.com

Affiliation The John Bingham Laboratory, NIAB, Cambridge, United Kingdom

Competing Interests

Commercial partners PBS International, KWS SAAT SE, Nonwovens Innovation & Research Institute Ltd were involved in this research, primarily contributing staff time as a matched contribution to InnovateUK funding. CreaNova Consultancy was involved as a subcontracted consultant appointed by PBS International, to support in overseeing the sugar beet trials (in Germany) and translation. This does not alter our adherence to PLOS ONE policies on sharing data and materials.