Drought is a major cause of limited agricultural productivity and of crop yield uncertainty. This is exactly why early detection of drought is important for managing crops to prevent and mitigate crop losses and prevent wild fires. Most of Europe is already seeing the consequences of the ongoing drought with a loss of crops and fires starting. To manage large areas, it can therefore be an advantage to use satellite images.