Using Satellite Imagery and Machine Learning to Estimate the Livelihood Impact of Electricity Access

Nathan Ratledge, Gabe Cadamuro, Brandon de la Cuesta +2

In many regions of the world, sparse data on key economic outcomes inhibits the development, targeting, and evaluation of public policy. We demonstrate how advancements in satellit…