A new approach to fighting wildfires combines local knowledge and AI

On June 4, 2021, amid flowering saguaros and prickly pear cacti, a wildfire bloomed in the Sonoran Desert in central Arizona. Its nascent flames gorged on nonnative grasses desiccated by a long, severe drought, and the fire was further nourished by the weather. A nearby weather station recorded a temperature of 36° Celsius (97° Fahrenheit). And it was so dry that the blades of firefighters’ bulldozers — used to clear brush — sparked small flames as the heavy vehicles dragged on rocks.

Fire ecologist Mary Lata of the U.S. Forest Service first heard about the fire over the radio while conducting fieldwork off to the north, in the Tonto

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