1. Department of Geological Sciences; University of Manitoba; Winnipeg MB Canada
2. Manitoba's Watershed Systems Research Program; Winnipeg MB Canada
3. Center for Earth Observation Science; University of Manitoba; Winnipeg MB Canada
4. Now at Geological Engineering Department; Kwame Nkrumah University of Science and Technology; Kumasi Ghana