1. Departamento de Engenharia e Meio Ambiente Universidade Federal da Paraiba Rio Tinto Brazil
2. Department of Geography Centre of Urban Enviroments University of Toronto Mississauga Toronto ON Canada
3. Universidade Federal da Paraiba, PPGMA Rio Tinto Brazil
4. Department of Geography University of Toronto Mississauga Toronto ON Canada