1. Department of Municipal Water and Infrastructure, UNESCO-IHE Institute for Water Education, P.O. Box 3015, 2601 DA, Delft, The Netherlands
2. Water Resources and Environmental Sanitation, Department of Civil Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana