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tk-yasuno / fire-monitoring-anomaly-reasoning-ceda-africa-v3-3

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🔥 Advanced satellite-based fire anomaly detection & reasoning system for Africa using ESA Fire_cci v5.1 data with Isolation Forest ML and LLM-based explanations.

remote-sensing africa satellite-data unsupervised-learning environmental-monitoring earth-observation anomaly-detection geospatial-analysis isolation-forest explainable-ai wildfire-monitoring disaster-monitoring climate-risk reasoning-ai environmental-ai fire-anomaly-detection esa-fire-cci llm-explanations
  • Updated Sep 30, 2025
  • Python

tk-yasuno / global-fire-monitoring-v3-2

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Global Fire Monitoring System v3.2 is an advanced satellite-based fire analysis platform that leverages ESA CEDA Fire_cci data for large-scale global fire pattern detection and clustering analysis. The system processes 12,500+ grid cells simultaneously and provides comprehensive insights into fire behavior patterns across 6 continents.

remote-sensing satellite-data unsupervised-learning environmental-monitoring earth-observation geospatial-analysis data-driven-insights clustering-analysis wildfire-monitoring disaster-monitoring climate-risk environmental-ai ooda-loop esa-fire-cci global-fire-monitoring fire-pattern-analysis ceda-fire-cci multi-continent-analysis spatial-data-processing
  • Updated Sep 22, 2025
  • Jupyter Notebook

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