OMB Individually Reported
Wildfire Risk Assessment & Predictive Modeling
Low riskExact public inventory row
Description
Assess fire risk potential using historical data, fuel conditions, weather and other conditions.
Detailed example
Prediction
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
Minimize loss of life and property
Controls / human review
ATO: No; PIA: Not published
Data needed
Historical Fire Data, Fuel, weather data from federal, state, local, academia, commercial and other data sources.