1. a Department of Environmental Management, Makerere University, P.O BOX 7062, Kampala, Uganda
2. b Department of Geomatics and Land Management, Makerere University, P.O BOX 7062, Kampala, Uganda
3. c Department of Geography, Geo-Informatics and Climatic Sciences, Makerere University, P.O BOX 7062, Kampala, Uganda
4. d Department of Agricultural and Bio-systems Engineering, Makerere University, P.O BOX 7062, Kampala, Uganda
5. e Alliance Bioversity-CIAT, Kampala, Uganda