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Ensembles and Data Assimiliaton

This figure, provided by Dr. Raymond de Callafon, illustrates how AI based on derivative free optimization using ensembles in the wind speed and wind direction can be used to improve the correlation between a subsequent measured and simulated fire perimeter. The subsequent fire perimeters are modeled with Farsite and started from the measured initial fire perimeter.

Ensembles and Data Assimiliation Publications