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CLUSTER WILDFIRE-DATA-AGGREGATES · 16 ENTRIES · EARLIEST ENTRY 2016-09-08

Wildfire management and monitoring tools

This cluster consists of AI-powered web tools for wildfire detection, tracking, and emergency response coordination, using satellite and weather data for situational awareness and dispatch recommendations. The cluster's dated history is too thin to read a shape from—only two dated entries predate the index start, and three members have no source date. Traction leaders are igniscontrol (2 stars), with Sipi_incendios and firewatch each at 1 star.

Entry timeline

ENTRY TIMELINE

SEP 2016: 1OCT 2025: 1MAY 2026: 1AUG 2026: 4SEP 2026: 8OCT 2026: 1
SEP 2016OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 14 unlabelled

Operator · 9 hobby · 1 indie · 1 commercial · 1 enterprise · 4 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 16 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Pyrovision4★15 dayslivehobbyGeospatial dashboard that detects and classifies thermal anomalies from satellite imagery to support wildfire and disaster response.
  2. 02TerraSentinel1★22 dayslivehobbyWeb dashboard that tracks wildfires, deforestation, and ice melt by detecting anomalies in public satellite and sensor data for environmental monitoring.
  3. 03aegisflow0★1 mo—hobbyReal-time dashboard that fuses satellite and weather data with AI agents to provide wildfire situational awareness and dispatch recommendations.
  4. 04thermosentinel0★20 dayslivehobbyWeb application that analyzes satellite thermal data to detect and alert on industrial thermal activity such as flares and fires.
  5. 05brics-air-platform0★22 days—hobbyFederated climate platform that combines citizen sensor data and satellite fire detection to forecast air quality spikes and alert authorities across countries.
  6. 06observation-check0★11 daysliveindieWildfire risk intelligence service that scores wildfire danger for outdoor operations and returns evidence for autonomous agents.
  7. 07NASA-Space-App-Challenge0★16 days—hobbyApp that merges satellite fire hotspot records into a daily burning activity calendar with anomaly detection and forecasts for scientists and land managers.
  8. 08wildfire-tracker0★25 days—Wildfire monitoring application that tracks active fires and air quality using satellite and weather data.
  9. 09ENVIRON-X-Digital-Twin0★1 mo—hobbyInteractive environmental dashboard that simulates wireless sensor network data and visualizes wildfire, flood, and gas leak scenarios on a map.
  10. 10Team-Neural-Nebula-Project3★7 mostale—hobbyWeb platform that combines an educational chatbot, a forest leadership training hub, and a live satellite radar dashboard for real-time forest monitoring and sustainability decisions.
  11. 11emberline-comply0★3 mo—enterpriseWildfire compliance monitoring platform that aggregates county fire codes, satellite vegetation data, and parcel records into an audit trail for California land managers.
  12. 12Fires: Wildfire News and Atlas0★1 yrabandonedlivecommercialWildfire tracking app that displays live fire locations, perimeters, aircraft activity, evacuation zones, and alerts from official sources.
  13. 13ALERTWest — Wildfire Camera Network0★unknownliveai-builtLive map showing wildfire detection camera locations across the western United States using public camera data.
  14. 14AI Web Tools - Firefighter GPT | Advanced AI Wildfire Management Tools0★unknownliveai-builtAI web tool that assists with wildfire management and emergency response coordination.
  15. 15Wildfire Tracker0★unknownlivehobbyWeb app that tracks and displays wildfire locations and information.
  16. 16Datasette: ca-fires0★unknownliveWeb tool for browsing and querying a dataset of California wildfire records through an interactive interface.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.