In this paper we modified an existing landcover dataset to better identify vegetation associated with wildfire and permafrost in Fairbanks, Anchorage, and Whitehorse over the past 4 decades (1984-2014) and make predictions for the next 4 decades (2024-2054). We used an existing fire model called FlamMap and several statistical analyses to determine where future fires could be possible.