1. Climate Service, South African Weather Service, Private Bag X097, Pretoria 0001, South Africa
2. South African Environmental Observation Network, National Research Foundation, Pretoria 0083, South Africa
3. Department of Geography, Geo-Informatics and Meteorology, University of Pretoria, Hatfield 0028, South Africa
4. Global Change Institute, University of the Witwatersrand, Johannesburg 2000, South Africa
5. Departmental of Geography and Environmental Sciences, University of Venda, Thohoyandou 0950, South Africa
6. Department of Geography and Environmental Studies, University of Zululand, KwaDlangezwa 3886, South Africa
7. Department of Geography and Environmental Studies, University of Limpopo, Sovenga 0727, South Africa
8. Risk and Vulnerability Science Center, University of Limpopo, Sovenga 0727, South Africa