How NASA FIRMS fire proximity, wind direction, drought index, NDVI vegetation, and terrain slope calculate live wildfire risk.
🧠 OPEN BRAIN DASHBOARD LIVEEvery 90 seconds, a new wildfire ignites somewhere on Earth. But distance alone doesn't tell you danger. A flame 50 miles away becomes your neighborhood threat in hours—if wind patterns align and fuel is ready. On Pandita's Brain Dashboard, we've reverse-engineered how risk multiplies in real-time, watching 10 active wildfires today (including the ENCINO 2 event in Torrance, New Mexico) through a five-layer intelligence model that treats fire as a predictable system, not a mystery.
Wildfire risk isn't one number—it's five signals talking to each other. NASA FIRMS satellite fire detection anchors the model at 40% weight because proximity is irreducible: a confirmed burn 15 miles downwind is fundamentally more dangerous than speculation. But proximity is meaningless without wind.
Wind is the wildfire accelerant algorithm. On today's Brain Dashboard, the Dismal Swamp RX Prescribed Fire in Franklin, Mississippi, is monitored under controlled conditions—but a sudden wind shift could change its classification instantly. The model ingests NOAA wind forecasts every 6 hours and recalculates threat vectors for every location within 100 miles of active burns.
NDVI reads satellite color shifts to measure plant water stress and biomass density. Green vegetation resists burning. Dry, dense brush ignites like kindling. The Brain Dashboard weights NDVI at 10% because vegetation alone doesn't cause fires—but dry vegetation accelerates spread rate by 2–3x.
The Big Stone wildfire in Minnesota and ENCINO 2 in New Mexico occupy opposite fuel environments. Minnesota's cooler, damper climate lowers NDVI risk; New Mexico's arid southwest sees NDVI spike during late summer drought, elevating wildfire probability sharply. Terrain slope adds the final 5%: steep slopes accelerate flame travel by 40% per 10-degree increase.
Check live wildfire risk scores now on the Brain Dashboard. All 10 active fires are mapped in real-time 3D simulation with AI risk scores updating every 30 minutes. For detailed city-by-city threat analysis, visit the Disaster Report.
🧠 OPEN BRAIN DASHBOARD