1. Department of Environmental Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
2. Industrial Chemistry Section, Department of Chemistry, College of Agricultural and Natural Science, University of Cape Coast, Cape Coast, Ghana
3. Department of Environmental Science, School of Biological Science, University of Cape Coast, Cape Coast, Ghana
4. Department of Statistics and Actuarial Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana