Center for Development Research (ZEF), Bonn, Germany;
Department of Geography, Dares Salaam University College of Education, Dares es Salaam, Tanzania;
Department of Geography, Remote Sensing Research Group, University of Bonn, Bonn, Germany;
Department of Geography, University of Dar es Salaam, Dares es Salaam, Tanzania;