selection, and reduction in drought-related insurance payouts. To do so, we create a novel data set derived from a deep learning … model capable of automatically identifying the location of CPIS during drought years along with annual county level crop … to more water intensive crops, or an expansion of cropland. However, in drought years CPIS presence does have a …