nasa-firms

Real-time satellite wildfire monitoring & fire-risk for Algeria — NASA FIRMS + Fire Weather Index, on an interactive map.

Real-time OSINT intelligence dashboard: 8 live data sources (aircraft, AIS vessels, seismic, fires, weather, GDELT events, news, with seasional hurricanes/cyclones) on an interactive globe. Correlation engine, scored alerts, watch mode. Bun + React 19 + Canvas 2D Web Worker rendering. PWA with offline support.

Plateforme citoyenne open source de signalement en temps réel des incidents locaux (électricité, eau, incendie, internet) — Tunisie & France. Bilingue FR/AR (RTL), détections satellite NASA FIRMS, numéros d'urgence vérifiés par pays.

NASA FIRMS satellite wildfire detection for Home Assistant - live fire map, distance sensors, proximity alerts. Multi-satellite dedupe, confidence/FRP filters.

Wildfire risk classifier for northern Algeria. Builds a 121k-row labelled dataset from NASA FIRMS and Open-Meteo APIs, with matched negative sampling and year-grouped evaluation.

Forest fire spread simulation for Uttarakhand, India using NASA VIIRS satellite data, Copernicus DEM, and a Rothermel Cellular Automation model.

AI-enabled GIS platform that classifies NASA FIRMS thermal anomalies over India into six thermal-event classes using XGBoost and OpenStreetMap context. Smart India Hackathon 2026, PS 26162.

AI air-quality intelligence for Indian cities: names WHO is polluting, WHERE, with WHAT evidence. Found Bhalswa landfill burning in Delhi from public satellite data — an evidence chain anyone can verify.

End-to-end climate-health risk intelligence platform combining weather, air-quality, fire, and mortality data with dbt, PostgreSQL, ML alert ranking, and Dash.

Live fire alerts for Indian farmers — Flutter + Firebase. In closed beta on Google Play.

An accessible full-stack dashboard for exploring recent NASA FIRMS satellite thermal detections across New York State, excluding New York City.

Satellite thermal anomaly triage for India — NASA FIRMS ingestion, RandomForest classification with spatial holdout, rule-based risk scoring, and a Streamlit intelligence dashboard.

AI-powered district-level crop residue burning risk prediction and sustainable management decision-support system for Punjab and Haryana.

Interactive map of NASA FIRMS active-fire detections across Indonesia for 2023 — Leaflet, GeoJSON, date-filtered hotspots with FRP and brightness

Near-term wildfire risk forecasting platform for California using H3 geospatial indexing, NASA FIRMS, AlphaEarth embeddings, weather features, baseline ML models, and a map-ready dashboard.

Comprehensive ML analysis of global fire incidents using NASA FIRMS satellite data. Includes data cleaning, EDA, classification, regression, anomaly detection, and visuals. Highlights feature importance and key insights into fire confidence and intensity across different regions.

🌲 AI & Satellite-Powered Wildfire Early Warning System. Real-time NASA FIRMS hotspot monitoring with Telegram & WhatsApp alerts + Leaflet GIS Dashboard.

Open Source fire and smoke radar for India. On request, fetches NASA FIRMS detections and Open Meteo wind, estimates smoke direction and reach per fire and tags hotspots as crop residue burning or wildfire. Alerts in Hindi, Kannada, Telugu and English. No database or accounts. React, MapLibre, Cloudflare Workers.

kanari — free worldwide early-wildfire detection map: NASA/GOES/Meteosat satellites + AI-verified witness reports, live water bombers (Canadair), daily reports, open data CC BY 4.0

Global wildfire risk dashboard using NASA FIRMS satellite hotspot data