FireCasterAI
Single-location Analysis
Firecast Maps - Longer Term
Wildfire Risk
Wildfire Susceptibility
Fire Weather Index
Firecast Maps - Short Term
Wildfire Risk
Wildfire Susceptibility
Fire Weather Index
Other Wildfire Maps
Wildfire Causes
Lightning Power Density
Historical Wildfires
Model Validation
Documentation
User Guide
Article: How did our ML prediction models perform on 2024 wildfires?
Article: Validating ML models against real-world wildfires
Article: Delving into wildfires
Model Paths
Validation Maps:
ML model validation using all wildfire incidents for the western states from
NIFC
, January-August 2024
Select:
Wildfires under 300 acres: prediction accuracy
Wildfires over 300 acres: prediction accuracy
Wildfires over 1000 acres: prediction accuracy
All wildfires: actual sizes (300 acre threshold)
All wildfires: predicted sizes (300 acre threshold)
All wildfires: actual sizes (1000 acre threshold)
All wildfires: predicted sizes (1000 acre threshold)
All wildfires: actual causes
All wildfires: predicted causes