About the Authors

Giles E. Budge

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

giles.budge@ncl.ac.uk

Affiliations Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom, Institute for Agri-Food Research and Innovation, Newcastle University, Newcastle upon Tyne, United Kingdom

Jennifer Hodgetts

Roles Data curation, Methodology, Writing – review & editing

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Eleanor P. Jones

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

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Jozef C. Ostojá-Starzewski

Roles Formal analysis, Methodology, Writing – review & editing

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Jayne Hall

Roles Data curation

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Victoria Tomkies

Roles Data curation

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Nigel Semmence

Roles Data curation, Writing – review & editing

Affiliation National Bee Unit, Animal and Plant Health Agency, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Mike Brown

Roles Data curation, Writing – review & editing

Affiliation National Bee Unit, Animal and Plant Health Agency, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Maureen Wakefield

Roles Data curation

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Kirsty Stainton

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

Affiliation Fera, The National Agrifood Innovation Campus, Sand Hutton, York, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.