CumulusUtils
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Apr 16, 2025 - C#
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fire-weather-index
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Machine learning model to predict the Fire Weather Index (FWI) from meteorological data for forest fire risk assessment.
python data-science machine-learning ridge-regression environmental-monitoring weather-forecasting fire-weather-index forest-fire-prediction
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Jan 3, 2025 - Jupyter Notebook
This project uses the Algerian Forest Fires dataset from the UCI Machine Learning Repository to predict fire risk using linear regression. The dataset includes temperature, humidity, wind, rain, and Fire Weather Index (FWI) components recorded across two Algerian regions. The project includes EDA, feature engineering, model training, & evaluations.
linear-regression ridge-regression lasso-regression uci-machine-learning gridsearchcv fire-weather-index algerian-forest-fire
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Jun 28, 2025 - Jupyter Notebook
ArcGIS Toolbox for Fire Danger Rating System based on the Canadian Forest Fire Weather Index System
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Jun 12, 2020 - Python
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