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The Sierra Nevada mountain range extends 250 miles from the Mojave Desert in Southern California to the Cascades in Oregon. Along the way, the densely forested range goes through rural Nevada County, California, about an hour’s drive northeast of the state’s capital, Sacramento. Residents live with the constant peril of wildfire, as 92 percent of the county’s 56,000 households are in high or very high wildfire severity zones, known as the wildland-urban interface (WUI), where natural forests meet residential areas. CAL FIRE, the state’s lead fire agency, has a local air attack base at the county’s airport. The frequent sounds of CAL FIRE’s “spotter” plane spark anxiety across the young and the old due to the signal of a potential wildfire nearby.
In 1989, Nevada County’s 49er Fire set records with over 350 homes lost and launched a new era for California forest management, firefighting tactics, and residential defensible space requirements. Since then, forests have become denser and overgrown, prolonged droughts dried vegetation, bark beetle infestations killed many trees, and an ever-growing number of new homes have been built in the WUI. These challenges complicate the job of Nevada County’s Office of Emergency Services (OES) and local first responders to protect the community they love. In response to the increasing risk of wildfire, Nevada County has implemented a variety of cutting-edge technology systems grouped into FEMA’s four-quadrant emergency management framework. In the mitigation area, the county’s GIS team developed a mobile app for staff to identify, geolocate, capture pictures of, and log hazardous trees for removal, an essential requirement for state and federal mitigation grant programs. County defensible space inspectors ensure residents have the required 100 feet of vegetation clearance around their homes. They use tablets and a mobile application to update inspection case files. On the backend, the system tracks the cases and issues fines and notices. Public education and outreach are key to emergency preparedness. The county’s award-winning “Ready Nevada County” public dashboard integrates data from various thirdparty “mashups.” The novel and innovative AI/ML-driven evacuation pre-planner helps residents understand evacuation times based on their departure during hypothetical scenarios, encouraging early evacuation and showcasing the exponential difference in time to get out if they wait too long. Ladris, a local company that offered the county its advanced technology to assist the community with wildfire risks, developed this solution. Emergency managers can use a robust real-time solution during live events to plan evacuations and assess traffic impacts based on wildfire risk, a strategy implemented by numerous other counties and cities.In response to the increasing risk of wildfire, Nevada County has implemented a variety of cutting-edge technology systems grouped into FEMA’s four-quadrant emergency management framework
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