BlueSky is a real-time smoke forecast system that predicts surface smoke concentrations from prescribed fire, wildfire, and agricultural burn activities. Developed by the USDA Forest Service in cooperation with the US Environmental Protection Agency (EPA), it is a tool used by fire managers to aid in burn/no-burn decisions. Such a tool is of critical importance because competition for airshed is increasing. A history of fire suppression has left many forests ripe for catastrophic wildfires. Prescribed fire is a means of reducing the wildfire risk and for re-establishing the natural Eco-system. Furthermore, wheat stubble burning and grassland burning are part of the typical practices of many farming communities. Many of these burning activities occur at rural/urban interfaces and can impact sensitive populations such as asthmatics and the elderly. Thus a tool such as BlueSky, by providing daily predictions of where smoke plumes will occur and indicting concentration levels, is extremely useful to burn managers in a variety of agencies making burn/no-burn decisions. Five major components comprise the BlueSky modeling framework: Burn Reporting, Real-time Meteorology, Emissions Estimation, Dispersion, and Web-Display of all the output products. Nightly, BlueSky downloads predicted burn information from two burn reporting systems; the Fuel Analysis, Smoke Tracking, Report Access Computer System (FASTRACS) and the Montana Idaho Airshed Group's System ('RAZU'). The information includes date, time and location of the fire, acres burned, and an estimate of fuel loadings. These data are then processed through the EPMv1.02 model to give emission estimates of PM2.5,