One 26-year burning-activity record from NASA's split MODIS + VIIRS hot-spot archive — early warning for responders
--:--:-- UTCNASA Space Apps 2026 · Harmonization of MODIS & VIIRS Hot SpotsFIRMS · GIBS · EONET · GDACS · ReliefWeb · HF
Today in brief: Syncing live NASA FIRMS telemetry…
Live detections · 2026-11-03
GIBS vector fallback
Total FRP in AOI
fire radiative power, all sensors
Climatological peak
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This month vs historical median
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Forecast peak (12 mo)
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Burn regime
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DATE-RANGE SEARCH — harmonized hotspot analytics
One query across the MODIS/VIIRS split on Amazon Basin — export exactly what the search found
EARLY WARNING & EVENT TRIAGE
GREENno data · rule-engine on live detections (no LLM required)
GDACS AUTHORITY ALERTSEC / JRC + UN
Querying GDACS global wildfire feed…
RELIEFWEB DISASTER REPORTSUN OCHA
Fetching official wildfire disaster reports…
OPEN WILDFIRE EVENTS (EONET v3) — RANKED
Fetching events + computing semantic relevance…
7-DAY FIRE-WEATHER EARLY WARNING
Open-Meteo · client-sideAmazon Basin — transparent composite of Tmax, RH deficit, wind & 3-day rain
Cross-sensor comparison loads with hotspots…
Loading the 26-year harmonized fire calendar…
Data pipeline: NASA FIRMS area API (primary — MODIS Terra/Aqua C6.1 + VIIRS S-NPP/NOAA-20/NOAA-21 V2, MAP_KEY authenticated) → NASA GIBS WMTS vector tiles (independent fallback, archive to Nov 2000) · GIBS daily true-color & 7-2-1 imagery basemaps · EONET v3 event triage · GDACS authority alerts (EC/JRC) · ReliefWeb disaster reports (UN OCHA) · Wikipedia region context · Open-Meteo fire weather + air quality (CAMS, keyless) · Hugging Face: all-MiniLM-L6-v2 on-device semantic triage + Llama-3.1-8B-Instruct grounded analyst with deterministic rule-engine fallback + the private IGNIS model family (fire-type · fire-spread · fire-classifier · event-detector · footprint-forecaster · regime-model — TS twins, zero-latency inference) · n8n-ready /api/hooks/digest automation endpoint. No chat-LLM dependency — every AI feature is API-first and automation-friendly.