1. Department of Geography and Environmental Studies, University of Zululand, KwaDlangezwa 3886, South Africa
2. Department of Geography and Environmental Studies, University of Limpopo, Sovenga 0727, South Africa
3. South African Environmental Observation Network, National Research Foundation, Pretoria 0083, South Africa
4. Department of Geography, Geoinformatics and Meteorology, University of Pretoria, Hatfield 0028, South Africa
5. Global Change Institute, University of the Witwatersrand, Johannesburg 2000, South Africa
6. Climate Services, South African Weather Service, Private Bag X097, Pretoria 0001, South Africa
7. Department of Social Sciences Education and Economic Management Education, University of Limpopo, Sovenga 0727, South Africa
8. Department of Geography and Environmental Sciences, University of Venda, Thohoyandou 0950, South Africa