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CLUSTER DATA-CLIMATE-COMBINES · 21 ENTRIES · EARLIEST ENTRY 2025-08-20

Climate & disaster monitoring platforms

These products form a cluster of environmental and climate monitoring platforms that combine real-time satellite, weather, sensor data, and AI-driven assessments to map deforestation, predict natural disasters, and visualize pollution and risk. Their dated history before the index began is sparse and intermittent: one entry in July‌2025,‌two in August,‌one each in September and October,‌and one in February‌2026, suggesting a low-level trickle of launches. The traction leaders are ls-monitor and AtmosBridge, each with‌3 stars, followed by INDONESIAN-MONITORING with‌2 stars; many members are undated.

Entry timeline

ENTRY TIMELINE

JUL 2025: 1AUG 2025: 2SEP 2025: 1FEB 2026: 2AUG 2026: 7SEP 2026: 7OCT 2026: 1
JUL 2025OCT 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 · 1 ai-built · 1 hand-coded · 18 unlabelled

Operator · 7 hobby · 1 open source · 12 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01INDONESIAN-MONITORING4★1 mo—hand-codedhobbyOpen-source web platform that monitors natural disasters across Indonesia, combining real-time data into a single map dashboard.
  2. 02Meteora0★20 dayslivehobbyWeb platform that forecasts tropical cyclones from satellite and weather data and provides GIS dashboards for disaster response.
  3. 03QUANTUMSAT0★10 days—hobbyWeb platform that analyzes earth observation data with quantum-enhanced algorithms and visualizes results for researchers and analysts.
  4. 04Extraccion_Datos_Metereologicos0★17 days—hobbyEnvironmental monitoring platform that tracks atmospheric conditions in Colombian cities, uses AI to generate diagnostics, and visualizes historical trends.
  5. 05varshanet0★1 mo—Weather data analytics platform that aggregates citizen reports and official data to provide a live map dashboard with trust scoring and admin verification.
  6. 06ORION_Jstreet0★1 mo—Real-time intelligence platform that aggregates geopolitical and energy supply chain data to surface risks and insights through dashboards.
  7. 07Climorae0★3 molivehobbyPlatform that combines live weather data, AI-assisted risk assessment, interactive maps, a community forum, and gamified achievements for climate awareness.
  8. 08rich0★1 moliveWeb platform that aggregates and presents climate AI knowledge for Africa.
  9. 09Where-Is-My-Forest1★7 mostaleliveopen sourceOpen-source dashboard that maps deforestation and community tree-planting efforts across a country using real-time satellite and crowd-sourced data.
  10. 10Aurora-Web0★6 mostaleliveWeb dashboard for a climate data API that lets developers manage API keys, test queries in a playground, and monitor usage.
  11. 11Project-Deepwave3★1 yrabandonedlivehobbyWeb platform that predicts tsunamis and shares community disaster reports on an interactive map with awareness tools and a mini-game.
  12. 12CosmoSafe0★1 yrstalelivePlatform that monitors environmental conditions, predicts natural disasters, and visualizes carbon emissions using real-time open data.
  13. 13wewatch0★1 yrabandoned—Community platform that combines real-time climate data, satellite imagery, weather, and policy news into interactive tools for understanding and acting on environmental issues.
  14. 14Φ-Lab Challenges0★unknownlivePlatform for hosting challenges that combine Earth observation data and machine learning.
  15. 15Prosjekt Argus0★unknownlivePlatform that maps cascading effects of natural disasters across Norway by combining spatio-temporal machine learning with interactive map visualizations.
  16. 16Climate Report0★unknownliveClimate data platform that preserves historical weather records and powers climate intelligence insights.
  17. 17Weather Shield0★unknownlivehobbyPlatform that monitors weather conditions and evaluates associated risks to support safety and planning decisions.
  18. 18Weather Analytics India | Big Data Platform0★unknownliveai-builtWeather analytics platform that offers big data insights and climate information for users in India.
  19. 19R-TCI | Introduction0★unknownliveWeb app that visualizes climate change data to educate viewers about global warming trends.
  20. 20Hub | Open Earth Monitor Cyberinfrastructure0★unknownliveA cyberinfrastructure platform for environmental data monitoring and analysis.

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.