1. a Department of Civil Engineering, Cape Coast Technical University, Cape Coast, Ghana
2. b Department of Civil, Chemical, Environmental and Materials Engineering (DICAM), University of Bologna, via Terracini 28, Bologna 40131, Italy
3. c Department of Water and Sanitation, University of Cape Coast, Cape Coast, Ghana