This talk presents the preliminary prototype data-driven wildfire spread simulator based on the extended Kalman filter (EKF) with a parameter estimation approach. Since then, FireFly was extended to an ensemble Kalman filter (EnKF) to better account for model nonlinearities.
Reference published in January 2013
➞ Rochoux, M.C., Delmotte, B., Cuenot, B., Ricci, S., and Trouvé, A. (2013) Regional-scale simulations of wildland fire spread informed by real-time flame front observations, Proceedings of the Combustion Institute, 34, 2641-2647, doi: 10.1016/j.proci.2012.06.090