Multi-Sensor Satellite Feasibility

Observe active fire perimeters, dNBR severity, and fuel dryness across global high-risk zones.

D3 Orthographic

Global Wildfire Anomaly Tracker

Target: Southern France 43.24°N, 6.32°E

Drag to rotate. Select a highlight to focus the Sentinel-2 canvas map.

Sentinel-2 / Esri API

High-Resolution Active Fire Observer

Microsoft Planetary Computer STAC Handshake ONLINE
> Initializing STAC catalog API handshakes...
> Querying Sentinel-2 L2A COGs for bounding box...
> Retrieved Scene ID: S2A_MSIL2A_20260731T103021_N0500_R065
> Sun Elevation: 58.42° | Mean Cloud Cover: 0.12%
Research-to-Product Pipeline

Sounny Fire Science Lab

Every algorithm is grounded in peer-reviewed science. Our student research lineage traces back to the 2011 Bastrop Fire.

Bastrop Lost Pines Field Recovery (2013) Post-Fire Recovery Field Survey (2013)
Applied GIS Research

Bastrop VMI Case Study (2012)

A Fall 2012 environmental GIS research study applied Vegetation Moisture Index (VMI) to the Bastrop TX fires, demonstrating that spectral fuel moisture indices could identify pre-fire dryness signatures. Direct methodological ancestor of FireIntel's LFMC pipeline.

Bastrop, Texas · Fall 2012
Remote Sensing Science

LFMC via PROSAIL Inversion

Live Fuel Moisture Content is retrieved by inverting the PROSAIL radiative transfer model against Sentinel-2 B8A (NIR) and B12 (SWIR) reflectance. Critical threshold: LFMC < 70% → extreme ignition risk.

Sentinel-2 · Yebra et al. (2013)
Product Innovation

dNBR Burn Severity Engine

Automated difference Normalized Burn Ratio (dNBR) calculations compute high-resolution post-fire perimeter damage and severity classification within hours of satellite overpass.

Sentinel-2 / Landsat-9 · SAR Fusion
Curriculum Innovation

Crowd-Sourced Disaster Alerts

Spatial emergency response prototype integrating mobile JSON HTTP servlets with interactive map markers for instant crowd-sourced damage reporting, request tracking, and automated community dispatch.

Geospatial Web GIS Lineage
Foundation Model AI

SAM Zero-Shot Satellite Fire Segmentation

Adapting Meta's Segment Anything Model (SAM) for label-free extraction of active fire fronts and smoke plumes directly from Sentinel-2 and VIIRS satellite imagery, enabling immediate zero-shot perimeter detection.

Meta AI SAM · Sentinel-2 / VIIRS
LFMC Ignition Reference Table

Critical Fire Risk Thresholds (Validated: Bastrop 2012 VMI, Yebra et al. 2013)

LFMC RangeRisk LevelParametric Action
> 120%🟢 Very LowNo policy trigger
90–120%🟡 LowMonitor — Alert pending
70–90%🟠 ModerateEvaluation threshold active
50–70%🔴 HIGHPre-trigger: satellite sweep begins
< 50%🔥 EXTREMEParametric payout triggered

Live Fuel Moisture & Burn Analytics

Near real-time Live Fuel Moisture Content (LFMC) nowcasting and automated Sentinel-2 dNBR severity mapping.

Dryness Analytics

Live Fuel Moisture Content (LFMC) Trends

2026 Nowcast 10-Yr Historical Avg Critical Ignition Threshold (70%)
EO Pre-Ignition Forecast: VIGILANCE LEVEL 2 LFMC APPROACHING 70% THRESHOLD

PROSAIL inversion nowcast shows Live Fuel Moisture Content at 74% and dropping (-3%/week). Vegetation stress signature detected across 42% of area. High ignition probability expected within 7 to 10 days.

LFMC values below 70% indicate extreme moisture stress and high ignition susceptibility.

Perimeter Evaluator

Active Bounding Box dNBR Sweep

Zone ID ONF-FR-8329
Monitored Area 12,500 Hectares
Severity Condition dNBR > 0.4 over 85% area
Sweep Status EVALUATING
HIGH SEVERITY BURN DETECTED

Sentinel-2 dNBR index calculated at 0.52 over 91.2% of forest property coordinates. Automated severity perimeter mapping verified.

Alert Dispatched: Severe Canopy Loss (Verified)
Sentinel-2/1 Damage Severity Sweep 0%

AI Wildfire Adaptation Simulator

Model wildfire spread vectors based on wind, slope, and satellite nowcasted fuel moisture levels.

Deep Learning Spread Model

Dynamic Vector Propagation Grid

Wet Forest Dry Fuel Active Fire Burned Area
Model Inputs

Atmospheric & Fuel Modifiers

Wind Speed (km/h) 15 km/h
Wind Direction NE
Terrain Slope (Degrees) 8°
Fuel Moisture (LFMC %) 68%
AI Adaptation Protocol

LFMC moisture under 70% with high wind indicates extreme spread velocity. Recommended action: Deploy prescribed fuelbreaks 2km southwest of active zone.

Subscription & Oracles

Commercial Pricing Plans

Transparent B2B rates for satellite fuel moisture APIs and automated parametric insurance verification.

Developer API

Spatial Moisture Feed

€499 /month

Plus €0.05/km² metadata query fee

  • 10m Res Fuel Moisture (LFMC)
  • MS Planetary Computer STAC
  • Full REST Webhooks & JSON
  • Standard SLA Email Support
Burn Analytics

dNBR Severity Report

€1,500 /report sweep

High-resolution post-fire damage analysis

  • Precision dNBR Burn Envelopes
  • Verified Spatial Perimeter Archive
  • Legal SIRET Signature Parity
  • Fast 24-hour Report Generation
Forestry & Utilities

National Adaptation

€0.04 /ha / year

Min. 50,000 hectares under management

  • Custom Weather Stations Grid
  • Dedicated Spread Simulation GPUs
  • Guaranteed 99.9% API Uptime
  • Dedicated GIS Solutions Engineer
Instant SMS Dispatch Twilio / Telephony Gateway

Nearby Wildfire SMS Emergency Alerts

Get instant automated SMS text alerts on your phone whenever satellite EO detects active thermal anomalies or LFMC dryness drop below 70% within your 50km radius.

Fire Intelligence Enterprise Platform

Request Platform Access & Pilot Partnership

Fire Intelligence is partnering with pilot insurance underwriters, forestry authorities (ONF), and municipal risk managers across France and the United States to co-deploy automated parametric risk triggers and pre-ignition monitoring.