A conditional GAN trained on WRF-SFIRE simulations reconstructs fire arrival times from VIIRS and GOES data, matching aircraft-measured perimeters with an average Sørensen-Dice coefficient of 0.81 on five real fires.
A., 1976: Estimating wildfire behavior and effects
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Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height
A conditional GAN trained on WRF-SFIRE simulations reconstructs fire arrival times from VIIRS and GOES data, matching aircraft-measured perimeters with an average Sørensen-Dice coefficient of 0.81 on five real fires.