About the Authors

Hillary Mugiyo

Contributed equally to this work with: Hillary Mugiyo, Vimbayi G. P. Chimonyo, Tafadzwa Mabhaudhi

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

mugiyoh@gmail.com

Affiliation Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa

Vimbayi G. P. Chimonyo

Contributed equally to this work with: Hillary Mugiyo, Vimbayi G. P. Chimonyo, Tafadzwa Mabhaudhi

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

Affiliation Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa

Mbulisi Sibanda

Roles Data curation, Formal analysis, Writing – original draft

‡ MS, RK and CD also contributed equally to this work.

Affiliation Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa

Richard Kunz

Roles Data curation, Investigation, Methodology

‡ MS, RK and CD also contributed equally to this work.

Affiliation Centre for Water Resources Research, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, South Africa

Luxon Nhamo

Roles Methodology, Software, Supervision

Current address: Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa; Centre for Water Resources Research, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, South Africa

Affiliations Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa, Water Research Commission of South Africa, Pretoria, South Africa

Cecelia R. Masemola

Roles Methodology, Software, Supervision, Validation

Affiliation Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa

Caroline Dalin

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

‡ MS, RK and CD also contributed equally to this work.

Affiliation Institute for Sustainable Resources, University College London, London, United Kingdom

Albert T. Modi

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

Affiliation Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa

Tafadzwa Mabhaudhi

Contributed equally to this work with: Hillary Mugiyo, Vimbayi G. P. Chimonyo, Tafadzwa Mabhaudhi

Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Current address: Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa; Centre for Water Resources Research, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, South Africa

Affiliations Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth & Environmental Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa, Centre for Water Resources Research, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, South Africa

Competing Interests

We don’t have authors with competing interest.