SIH 2026 • PROBLEM STATEMENT 26162• LIVE NASA VIIRS NRT

Autonomous Spaceborne AI for Industrial Fire & Flare Classification

Directly ingesting NASA FIRMS (VIIRS-NRT & MODIS) satellite telemetry and classifying acute industrial flare deviations from agricultural burning using your live FastAPI ML Microservice.

Real NASA FIRMS Hotspots180+VIIRS-SNPP Real-time
Industrial Alert Incidents12SPCB Dispatch Queue
Tracked Industrial Plants10Refineries, Steel & Power
Live Render ML Model94%Connected & Online
SYSTEM PIPELINE ARCHITECTURE

Spaceborne Ingestion, Render ML & Leaflet GIS

1. Live Satellite Telemetry

NASA FIRMS API

Active fire data stream using key 2bc25... across India bounds.

2. GIS Spatial Analysis

Proximity & 5km Rings

Computes Haversine distance to Indian refineries & power plants in Supabase.

3. Live Microservice

Render FastAPI ML

Calls /predict on Render with model .pkl & .json inference.

4. Realtime Persistence

Supabase Postgres

Stores classifications in hotspots & triggers WebSocket events.

5. Operations Triage

Leaflet Satellite Map

Pulsing radar markers, 20-day time slider, explainability drawer, and PDF export.