 Precision viticulture is experiencing substantial growth thanks to the availability of improved and cost-effective instruments and methodologies for data acquisition and analysis, such as unmanned aerial vehicles. The aim of this work is to compare NDVI surveys performed with UAV, aircraft and satellite. This article was authored by Alessandro Matisse, Pierro Toscano, Salvatore Filippo DiGennaro, and others.