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 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.

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

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

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

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.

Global wildfire risk dashboard using NASA FIRMS satellite hotspot data

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.

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

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

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

District-level crop residue burning risk & bioenergy potential mapper for Punjab & Haryana using NASA FIRMS fire data, PCA, K-Means, and Mann-Kendall trend analysis

Platformă open-source pentru agregarea, verificarea și vizualizarea datelor publice de mediu din România.

🔥 Отворен бот за ранно известяване за пожари — спътникови данни (NASA FIRMS, Sentinel-3, Meteosat) + Telegram, за доброволни формирования в България.

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