Wildland firefighters on a ridgeline at dawn with a fixed-wing unmanned aircraft conducting mapping overhead.

Wildfire technology

Camera networks, satellite detection, perimeter mapping and crew tracking across terrain where radio coverage is unreliable. WUI response has driven more technology adoption in five years than the previous twenty.

Problems
2
Approaches
3
Learning
0
In development
1
Discussions
0

Still in development

Innovation Lab

Maturity: Operational

Computer vision fire detection

Automated smoke and fire detection from fixed cameras, increasingly extended to structure fires and industrial monitoring.

Why it matters

Genuinely operational in wildland detection. The interesting question is whether it transfers to structural and industrial settings, where false positives are far more costly.

State wildfire camera networks, industrial safety systems