1. a Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Selangor 43600, Malaysia
2. b Institute Development Studies (Sabah), Locked Bag 12, Kota Kinabalu, Sabah 88994, Malaysia
3. c Graduate School of Environmental Science, Hokkaido University, Sapporo 060-0810, Japan
4. d Geography Program, Faculty of Social Science and Humanities, Universiti Malaysia Sabah, Kota Kinabalu, Sabah 88400, Malaysia