Ethiopia has been affected by several droughts over the last few decades, with the latest 2015 drought being the worst in half a century. Agriculture, being the predominant sector of the country's economy, is rain-fed and is therefore most susceptible to droughts. Developing a remotely sensed tool can help in reliable detection of drought. This project implemented a scaled drought index utilizing NASA's Aqua and Terra Moderate Resolution Imaging Spectroradiometer (MODIS), Tropical Rainfall Measuring Mission (TRMM) and Global Precipitation Measurement (GPM) Integrated Multi-satellite Retrievals for GPM (IMERG) data to assess agricultural drought and its spatio-temporal characteristics at a regional scale over the last 10 years. The index maps and decision support tools were provided to the project partners to supply timely information for humanitarian aid, and to build their capacity to monitor droughts in the future.