Wildfire case: Thunder Bay 36 — who could actually see the fire?

Ontario, ignited 12 July 2026 · ~319,000 ha · one of the largest fires in Ontario's recorded history · analysis on real, current-season satellite data with NASA FIRMS as independent ground truth
The measured headline: radar imaged the fire zone at 98% coverage on ignition day — and on every pass after — while optical satellites needed 12 days before even half the burn zone was observable through the smoke. Most days optical saw under 30%; many days, almost nothing.
observability timeline

What this means operationally

Continuity through smoke is physics

Radar wavelengths pass through smoke and cloud. During the exact days a fire is exploding — when aircraft are grounded and optical satellites see only the plume — radar keeps returning full-coverage imagery of the fire zone. On this fire: three full passes in the first three weeks, each ~98-99% coverage.

It complements, not replaces

Thermal hotspot feeds (VIIRS/MODIS — the FIRMS data we validate against) detect active burning in near-real-time. Radar's 12-day-class revisit cannot compete on alerting — its role is imaging the ground state when nothing optical can, and confirming burn extent as passes accumulate.

What we can and cannot map — measured, not assumed

Our structural burn-mapping method is validated on a Mediterranean crown fire (burn area resolved ~2 days post-ignition vs 17 for optical). We tested the same method on THIS fire's boreal fuels — and it did not discriminate the burn. We publish that negative. Boreal burn mapping is likely an L-band problem; the new NASA-ISRO NISAR mission provides exactly that data, and wiring it is in progress.

The ask we make of fire agencies

Not a product claim — a validation partnership: your perimeter ground truth, our radar processing, this season's fires, and a joint, publishable answer to what radar can and cannot map in your fuels. The through-smoke continuity is available from day one either way.

Scope, stated plainly: the structural method detects canopy-structure loss. Validated: Mediterranean crown fire. Negative: low-severity surface fires (three Indian cases) and, on first C-band test, this boreal fire. Nothing here is a life-safety alerting system; it is situational awareness that supplements official emergency response.
AgriCPS · data: Sentinel-1 (ESA), Sentinel-2 (ESA), NASA FIRMS · analysis August 2026 · every figure on this page traces to `canada_fire_insights.json` in our validation archive