Vanuatu, for example, has combined data on earthquakes and tropical cyclones with information on exposure and vulnerability and then used a probabilistic risk assessment model to estimate total average annual losses (Figure IV-3). This was used to identify high-risk areas, for appropriate development plans and interventions. Pacific Catastrophe Risk and Financing Initiative - Country Risk Profile Vanuatu.