In partnership with UNICEF and GAVI, we are producing population estimates by integrating satellite imagery and GIS data layers with micro-census, vital statistics, and survey data. In addition, we are implementing statistical techniques that combine georeferenced micro-census data with spatial covariates derived from remote sensing and other sources.