In CCAPS Student Working Paper No. 3, graduate students Sanjeet Deka, Christian Glakas, and Marc Olivier refine the CCAPS vulnerability model to account for region-specific characteristics relevant to North Africa, including migration, water resources, and terrorism. Sudan appears to be the most vulnerable country in the region.