Glyphosate residue concentrations in honey attributed through geospatial analysis to proximity of large-scale agriculture and transfer off-site by bees

• Carl J. Berg ,

  Contributed equally to this work with: Carl J. Berg, H. Peter King, Glenda Delenstarr, Ritikaa Kumar

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

  * E-mail: cberg@pixi.com

  Affiliation Kauaʽi Chapter, Surfrider Foundation, Līhuʽe, Hawaii, United States of America

  http://orcid.org/0000-0002-0508-6283

  ⨯
• H. Peter King ,

  Contributed equally to this work with: Carl J. Berg, H. Peter King, Glenda Delenstarr, Ritikaa Kumar

  Roles Conceptualization

  Affiliation DataWise Consulting, Kapaʽa, Hawaii, United States of America

  ⨯
• Glenda Delenstarr ,

  Contributed equally to this work with: Carl J. Berg, H. Peter King, Glenda Delenstarr, Ritikaa Kumar

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

  Affiliation Delenstarr Consulting LLC, Kōloa, Hawaii, United States of America

  http://orcid.org/0000-0003-4023-9115

  ⨯
• Ritikaa Kumar ,

  Contributed equally to this work with: Carl J. Berg, H. Peter King, Glenda Delenstarr, Ritikaa Kumar

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

  Affiliation Southern Oregon University, Ashland, Oregon, United States of America

  http://orcid.org/0000-0003-1596-7540

  ⨯
• Fernando Rubio ,

  Roles Methodology, Resources, Supervision, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Abraxis Inc., Warminster, Pennsylvania, United States of America

  ⨯
• Tom Glaze

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Abraxis Inc., Warminster, Pennsylvania, United States of America

  ⨯