About the Authors

Shelton Mthunzi Sithole

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

rmthunzishelton@gmail.com

Affiliation Department of Urban and Regional Planning, University of Johannesburg. Cnr Siemert & Beit Streets, Johannesburg, South Africa

Walter Musakwa

Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Writing – review & editing

Affiliation Department of Geography, Environmental Management & Energy Studies, Faculty of Science, University of Johannesburg, Johannesburg, South Africa

James Magidi

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

Affiliation Geomatics Department, Tshwane University of Technology, Pretoria, Gauteng, South Africa

Competing Interests

The authors have declared that no competing interests exist.