1. Institute of Catastrophe Research Management, Nanyang Technological University (NTU), Singapore
2. Division of Sociology, School of Humanities and Social Sciences, Nanyang Technological University (NTU), Singapore
3. Future Resilient Systems, Singapore-ETH Centre, Singapore