Prediction of insect pest distribution as influenced by elevation: Combining field observations and temperature-dependent development models for the coffee stink bug, Antestiopsis thunbergii (Gmelin)

• Abdelmutalab G. A. Azrag ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  * E-mail: agesmalla@icipe.org, agazrag@yahoo.com

  Affiliations International Centre of Insect Physiology and Ecology, Nairobi, Kenya, Department of Zoology and Entomology, University of Pretoria, Pretoria, South Africa, Department of Crop Protection, Faculty of Agricultural Sciences, University of Gezira, Wad Medani, Sudan

  http://orcid.org/0000-0002-2192-3803

  ⨯
• Christian W. W. Pirk,

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

  Affiliation Department of Zoology and Entomology, University of Pretoria, Pretoria, South Africa

  ⨯
• Abdullahi A. Yusuf,

  Roles Investigation, Supervision, Writing – review & editing

  Affiliation Department of Zoology and Entomology, University of Pretoria, Pretoria, South Africa

  ⨯
• Fabrice Pinard,

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

  Affiliations UPR Bioagresseurs, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Nairobi, Kenya, Bioagresseurs, Université de Montpellier, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Montpellier, France

  ⨯
• Saliou Niassy,

  Roles Supervision, Validation, Writing – review & editing

  Affiliation International Centre of Insect Physiology and Ecology, Nairobi, Kenya

  ⨯
• Gladys Mosomtai,

  Roles Formal analysis, Methodology, Software

  Affiliation International Centre of Insect Physiology and Ecology, Nairobi, Kenya

  ⨯
• Régis Babin

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

  Affiliations International Centre of Insect Physiology and Ecology, Nairobi, Kenya, UPR Bioagresseurs, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Nairobi, Kenya, Bioagresseurs, Université de Montpellier, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Montpellier, France

  http://orcid.org/0000-0002-3753-1193

  ⨯