Accelerating Wildfire Hazard Mapping Across Canada with an AI Surrogate Modelling Framework.

arXiv:2610.30170v2 Announce Type: replace Abstract: Canada's increasing wildfire activity requires frequent national hazard mapping to guide proactive mitigation, including fuel management, land-use planning, infrastructure protection, and evacuation routing.