Parametric Wildfire Intelligence

Deploy continuous satellite monitoring across any environment and visualize real-time fuel moisture and active fire perimeters through a single pane of glass.

Real-Time Telemetry

satellite_alt
Sentinel-2
10m res
Landsat-9
30m res
VIIRS
375m res

Pinpoint thermal anomalies and map live fuel moisture with high-fidelity multispectral satellite passes every 6 hours.

water_drop

Critical LFMC

62%
warning

Active Triggers

  • Bastrop County High
  • Fontainebleau Elevated

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
Sentinel-2 / Esri API

High-Resolution Active Fire Observer

60 Days
km/h
deg
deg
%
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.

Fontainebleau Forest Fire (2026) False-Color Infrared (2026)
Satellite AI Analysis

Fontainebleau Fire Case Study (2026)

Sentinel-2 satellite imagery captures the July 2026 Fontainebleau wildfire. Utilizing false-color infrared, AI isolates active fire fronts (bright orange), distinguishes smoke plumes (gray-white), and maps the extent of healthy vegetation (red) to assess burn scars instantly.

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.

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.

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.

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.

PROSAIL Inversion Engine

Interactive PROSAIL Radiative Transfer Sandbox

Adjust Sentinel-2 NIR (B8A) and SWIR-2 (B12) band reflectances to observe live LFMC retrieval and cellular desiccation physics.

Yebra et al. (2013) DOI: 10.1016/j.rse.2013.04.013
0.312
0.145
Radiative Transfer Inversion Model:
NDWI = (B8A - B12) / (B8A + B12) = 0.365
PROSAIL Inverted LFMC = 145.2 × NDWI + 32.8% = 85.8%
CANOPY DESICCATION STATE
MODERATE IGNITION SUSCEPTIBILITY

Cellular water content is declining. Vegetation foliage requires moderate energy for ignition. Prescribed fuelbreaks recommended.

PROSAIL Canopy Spectral Reflectance Signature (400 - 2400 nm)

Observe real-time biophysical optical transitions across Sentinel-2 bands B2, B3, B4, B8A, B11, and B12.

Sentinel-2 MSI Bands
LFMC Ignition Reference Table

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

LFMC RangeRisk LevelResponse Action
> 120%🟢 Very LowNo alert required
90-120%🟡 LowMonitor - Watch zone active
70-90%🟠 ModerateElevated monitoring - Satellite sweep active
50-70%🔴 HIGHEmergency alert - Continuous satellite tracking
< 50%🔥 EXTREMECritical fire risk - Full emergency dispatch

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.

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.

Sentinel-2/1 Damage Severity Sweep 0%
Interactive Tool

Fire Risk Calculator

Enter current weather conditions to estimate fire danger using a Fire Weather Index-inspired model.

Weather Inputs

Current Conditions

Recommendations

Adjust the weather parameters above and click Calculate to receive tailored fire safety recommendations.

-
Risk Score
Enter conditions to calculate

Your personalized fire risk assessment will appear here.

API Infrastructure

Developer & Enterprise API Plans

Scalable REST API infrastructure for real-time fuel moisture and satellite thermal imagery integration.

Developer API

Spatial Moisture Feed

€499 /month
  • GET /api/v1/fuel-moisture
  • MS Planetary Computer STAC
  • Live REST Webhooks
  • Standard SLA Email Support
Burn Analytics

dNBR Severity API

€1,500 /month
  • GET /api/v1/fire-detections
  • Verified Spatial Perimeter Archive
  • Legal SIRET Signature Parity
  • Fast 24-hour Report Generation
Forestry & Utilities

National Adaptation

€0.04 /ha / year
  • Custom Weather Stations Grid
  • Dedicated Spread Simulation GPUs
  • Guaranteed 99.9% API Uptime
  • Dedicated GIS Solutions Engineer
OPENAPI v3.0

Fire Adaptation REST API Console

Test endpoints, inspect JSON responses, and integrate satellite fuel moisture into your platform.

HTTP Request Sandbox GET
Host: https://api.fire.sounny.com
Query Parameters:
Headers:
Authorization: Bearer fi_live_9f83a2b1c4...
Accept: application/json
Live Response JSON 200 OK (38ms)
{
  "status": "success",
  "timestamp": "2026-08-08T10:47:00Z",
  "query": { "lat": 43.24, "lng": 6.32, "region": "Var Region, France" },
  "lfmc_nowcast": {
    "value": 68.2,
    "unit": "percent",
    "threshold_status": "VIGILANCE_ACTIVE",
    "prosail_reflectance": { "b8a_nir": 0.312, "b12_swir": 0.145 }
  },
  "pre_ignition_recommendation": "Deploy prescribed fuelbreak 2km southwest of active zone."
}
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.