How NASA FIRMS fire proximity, wind direction, drought index, NDVI vegetation, and terrain slope calculate live wildfire risk.
🧠 OPEN BRAIN DASHBOARD LIVEYou're scrolling through your town on Pandita Data's Brain Dashboard when a red zone suddenly blooms across the map. A wildfire 40 miles away just shifted direction. The wind changed. Your AI risk score jumped from yellow to orange in seconds. But what actually triggered that alert? Behind that pulsing color sits a sophisticated algorithm that weighs five critical environmental signals in real time—turning raw NASA satellite data, meteorology, and vegetation science into a single, actionable risk number. This is how Pandita determines whether a distant flame is just a news story or a genuine threat to your region.
Pandita's Brain Dashboard calculates wildfire risk by fusing five weighted data streams. Each signal contributes a different lens on the hazard: where fires are burning, what's fueling them, and how fast danger can travel. The algorithm isn't static—it updates every 15 minutes as conditions shift.
Wind is the wildcard. Three active wildfires currently tracked on Brain Dashboard illustrate this principle:
The Median Wildfire ranks high risk not because it's the closest, but because it's upwind with sustained 18 mph gusts and slopes favoring spread downhill toward populated ridges. TRAIL 13 in Florida, closer but with stable southeasterly winds blowing offshore, scores lower. Distance without direction is noise.
NDVI (Normalized Difference Vegetation Index) is derived from NASA Landsat and Sentinel satellites, measuring how densely vegetation reflects light. High NDVI = thick, green brush (fuel load risk). Low NDVI = sparse or burned-over terrain (already consumed). During drought, even "green" vegetation has low moisture content—Pandita's algorithm adjusts for this using real-time drought metrics. A landscape can look green on satellite but burn like tinder if soil water is depleted.
The Brain Dashboard synthesizes all five signals into a normalized risk score (0–100) and assigns color zones: green (low), yellow (watch), orange (warning), red (critical). You can drill into any location on panditadata.com/brain_dashboard to see the breakdown—exactly which factor spiked your alert. For hyperlocal city-level risk summaries, explore panditadata.com/disaster_report.
Wildfire risk is never one number. It's a constantly recalculated fusion of where fire burns, which way wind pushes it, and how ready the landscape is to ignite. That's why your dashboard updates live.
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