1. Department of Geography and Rural Development, College of Humanities and Social Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
2. Department of Geography and Earth Sciences, Shippensburg University of Pennsylvania, Shippensburg, PA, USA