About Our Climate Vulnerability Data CCAPS climate security vulnerability data provides information on four sources of vulnerability: physical exposure to climate-related hazards, population density, household and community resilience, and governance and political violence. Chronic climate security vulnerability is located where these four sources of vulnerability conjoin. View the data sources for the CCAPS climate security vulnerability model. The climate security vulnerability model includes ACLED conflict events; an alternative model without these events is shown here when the model is displayed with an overlay of ACLED events. Learn More CCAPS seeks to identify which parts of Africa are most vulnerable to climate change—and why—at the most detailed scale possible. Where are the most vulnerable places in Africa?

How does CCAPS pinpoint chronically insecure regions?

How does CCAPS vet the model? Learn more about CCAPS vulnerability research here.