Burn probability modeling using artificial intelligence is now common practice in the United States, with a growing array of applications across planning contexts and geographic areas. Figure 4.3 identifies the primary sources of variability addressed with burn probability modeling, and their relation to the planning context. In both contexts, fire weather is a key source of uncertainty; temperature, humidity and, in particular, wind speed and direction are drivers of