This paper was funded by a PhD Writing-Up Award from Charles Sturt University, Australia. The authors are grateful to the Charles Sturt University for the funding. We acknowledge the contribution of Mr Simon McDonald for providing the maps used in this work. We are also thankful to the anonymous referees of Environmental Development and Prof. Theo Beckers, Editor of this journal, for their insightful comments.