This thesis is approved by Prof.dr.ir, M.F.A.M. van Maarseveen, promoter Dr. R.V. Sliuzas, co-promoter In 2009 CIESIN, the center at The Earth Institute of Columbia University where I work, was contacted by Koko Warner of the United Nations University Institute for Environment and Human Security (UNU-EHS) and Charles Ehrhardt of CARE to develop maps for a report entitled In Search of Shelter. I had the privilege of leading the team of GIS specialists and designers who produced the maps in this report. The report resulted in substantial media attention in part because of the maps CIESIN produced, which complemented field research from the Environmental Change and Forced Migration project (EACH-FOR) (see Chapter 5). This successful collaboration resulted in two more reports that included maps produced under my direction, Where the Rainfalls: Climate Change, Food and Livelihood Security, and Migration (2012) and Evidence from the Frontlines of Climate Change: Loss and Damage to Communities Despite Coping and Adaptation (2012). Since 2012 I have been involved with work under the USAID-funded African and Latin American Resilience to Climate Change (ARCC) project. Under ARCC I was able to lead vulnerability mapping projects for Mali and Coastal West Africa, to assist in the development of a spatial vulnerability assessment training program, and to develop a technical report entitled Spatial Climate Change Vulnerability Assessments: A Review of Data, Methods and Issues (2014). Through these projects I gained considerable first-hand experience in vulnerability mapping using the spatial index approach, and was able to review the growing literature in this field.