“…A prototype spatial fire hazard estimation system was developed and incorporated into AEGIS that uses both ignition probability and expected burn area, thus providing an integrated fire hazard metric (e.g., Miller and Ager, 2013;Scott et al, 2013). Initially, ANN were used for the mathematical modeling of conditional probability of ignition (CPI), based on independent variables (i.e., latitude, longitude, altitude, month, day of week, distance from urban areas, distance from power lines, distance from main and secondary roads, distance from landfills, distance from agricultural areas), in conjunction with spatial weather forecasts from SKIRON that depict wind speed, rain, relative humidity and temperature.…”