Matt Berg of Ona in the U.S. will combine high-resolution satellite images, spatial sampling statistics, and mobile data collection to better calculate local immunization coverage in Bangladesh. Current approaches often vastly overestimate coverage because of the difficulty in calculating actual population sizes from nationwide data and birth registries. As a more effective approach, they will use satellite imagery to detect liveable structures within a set area, and software that selects possible households that require verification by community surveillance teams.