Hussam N Mahmoud

Smartphone-based mapping of home ignition zone attributes for wildland–urban interface fire risk assessment

Background Assessing home ignition zone attributes is essential for reducing wildfire risk in wildland–urban interface (WUI) communities; however, traditional satellite imagery often lacks sufficient spatial resolution and timely updates to capture localized fuel conditions near...