Potential Control Location Suitability
Description
Identification of strategic fire control locations for pre-fire planning and wildfire management
Detailed example
A predictive map of relative fire control suitability given past fire containment successes and failures.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Improving wildfire management outcomes, communication during fire planning, prioritizing investments for strategic fuel treatments.
Controls / human review
ATO: No; PIA: Not published
Data needed
20 years of national fire perimeters, fire behavior model outputs, road and trail systems, fireline production rates, natural barriers, digital elevation models, and firefighter suppression difficulty index.