Riley studies how fire behavior changes across different vegetation structures and environmental conditions. She is exploring the relationship between fire behavior, weather variability, and grass biomass using both empirical and theoretical tools. She mainly focuses on savanna systems, although her work varies in scale from the plot level to global analyses. She received her B.A. in Environmental Science from Colorado College, where she worked to understand spatial patterning on the alpine treeline transition zone.