1. GIS Analyst, AfriGIS (Pty) Ltd, Pretoria, South Africa
2. Department of Geography, Geoinformatics and Meteorology, University of Pretoria, Pretoria, South Africa
3. Researcher, Built Environment Unit, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa