strategies at the local, national, and international levels, there is little consensus among
researchers, planners, and disaster managers regarding the best way to undertake
vulnerability analysis. The basic objective of this research is to move that discussion forward
by integrating remote sensing and GIS analysis into new ways of thinking about urban
vulnerability.