Burn severity is the ecological change resulting from wildland fires. Areas burned with high severity are of concern to land managers and others because postfire vegetation, soil, and other important ecosystem components can be highly altered. Using satellite-derived maps of burn severity for almost 12,000 fires, researchers at the US Forest Service, Rocky Mountain Research Station developed statistical models to describe the spatial distribution of high-severity fire and produce a predictive map of severe fire potential for the contiguous United States. In this webinar, hear about methods used in this study and how the results and data products can be useful to scientists and land managers.