1. Institute of Resource Assessment, University of Dar es Salaam, Dar es Salaam, Tanzania
2. Department of Environmental Engineering and Management, University of Dodoma, Dodoma, Tanzania
3. Department of Geography, University of Dar es Salaam, Dar es Salaam, Tanzania