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🧠 MODULE 03 // WILDFIRE INTELLIGENCE // 2026-05-20 // SANTIAGO, CHILE

10 Fires + Wind Shift = Why Santiago's Wildfire Score Spiked Today

How NASA FIRMS fire proximity, wind direction, drought index, NDVI vegetation, and terrain slope calculate live wildfire risk.

POWERED BY USGS · NASA · NOAA
READ TIME ~5 MIN
PUBLISHED 2026-05-20 04:44:25 UTC
CITY FOCUS SANTIAGO
🧠 OPEN BRAIN DASHBOARD LIVE
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// LIVE WILDFIRE MAP — REAL-TIME DATA
DATA: USGS · NASA FIRMS · NOAA SWPC · OPEN-METEO · COPERNICUS SAR
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A fire is burning 40 miles from your home right now. The wind is gusting at 35 mph, pointed directly at your county. But is your house in danger? On the Pandita Data Brain Dashboard, that answer updates in real-time—powered by five interlocking signals that transform raw satellite data and weather feeds into a live risk score. Understanding how that score is built is the difference between knowing you're "near a fire" and knowing exactly what threat level you're facing.

THE WILDFIRE RISK FORMULA

Pandita's wildfire intelligence engine weighs five distinct data streams. Fire Proximity (40% of the algorithm) anchors everything: NASA FIRMS satellite detection pinpoints active heat signatures within 10 miles. But proximity alone is incomplete. A fire 8 miles away with a tailwind moving south carries different danger than the same fire with a north wind. That's where the remaining 60% becomes critical.

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Fire Proximity (40%)
NASA FIRMS real-time satellite detection maps active heat signatures. Proximity bands range from <5 miles (extreme) to 50+ miles (monitor).
Primary Signal
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Wind Speed & Direction (25%)
NOAA surface wind data feeds directional vectors every 3 hours. A 35 mph wind carrying flames toward populated areas multiplies risk exponentially.
Multiplier Signal
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Drought Index + NDVI + Slope (35%)
Vegetation fuel load (NDVI satellite index), soil moisture deficit (USDA), and terrain steepness determine burn intensity and spread rate.
Intensity Signal

HOW WIND TURNS DISTANCE INTO DANGER

Consider three live examples from today's Brain Dashboard:

Kress Wildfire
Swisher County, Texas | 28 miles | 22 mph NW wind | Risk: MODERATE
Sailor Cap Wildfire
Owyhee County, Idaho | 12 miles | 18 mph SE wind | Risk: HIGH
SANDY Wildfire
Ventura, California | 6 miles | 41 mph Santa Ana wind | Risk: CRITICAL
Distance Illusion
A fire 50 miles away with a 50 mph tailwind poses greater immediate threat than a 10-mile fire with calm winds.

THE NDVI VEGETATION FUEL GAUGE

What Is NDVI?

Normalized Difference Vegetation Index measures chlorophyll density via satellite. Green, healthy vegetation burns slower. Dry, stressed vegetation is explosive fuel. During California's 2023 drought, NDVI values plummeted to 0.3 (critically dry). The Brain Dashboard cross-references this against the USDA Drought Monitor to detect "perfect burn" conditions: low moisture + high fuel density + strong winds.

The Disaster Report tool on panditadata.com drills deeper into city-level forecasts. But the real-time heartbeat is the Brain Dashboard—where these five signals merge into a single, updateable risk score. Ten active wildfires are burning across the U.S. right now. Only the Brain Dashboard tells you which one is coming your way, and when.

Check your live risk score today. Refresh it hourly during fire season. The algorithm never stops watching.

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