Wildfire Projections Using Ensemble SSP585 Scenario

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Forecasting

Developed machine learning models using GFS forecast data to predict wildfire probability. The models integrate meteorological predictors such as temperature, humidity, and wind speed to generate short-term wildfire risk maps.

Projections

Estimated future wildfire scenarios under ensembled SSP585 climate pathways. Using downscaled climate projections, the analysis highlights potential changes in wildfire risk across Nepal.