A malaria mapping project in Nairobi and Oxford has provided an unexpected benefit to MapAction's readiness for humanitarian emergencies in East Africa, in the form of detailed population maps of the region. This fills a missing information element in many disasters, which is a reliable indication of how many people are affected in a given area.