APPLICATIONS

FireFly has been evaluated for both parameter estimation and state estimation approaches in

  • academic tests using synthetically generated observations based on a reference run of the fire spread model with assumed true values of the control variables (this is a common practice in data assimilation to verify the consistent behavior of the data-driven system and to test different implementations of the data assimilation algorithms)

fig3c_synthetic_a_incomplete_zoom

fig4b_synthetic_topo_a_zoom

 

  • reduced-scale controlled fire experiment (4 m x 4 m)

fig5_ronan_arrtimes

 

 

 

 

 

  • FireFlux experiment (30 ha) with the extension of the EnKF algorithm to a spatially-distributed parameter estimation approach

 fireflux

 

emphasizing the potential of data assimilation to dramatically increase wildfire spread simulation accuracy. The current strategy adopted in FireFly is suitable for surface wildfire spread, but would require further developments to deal with a land surface-atmosphere modeling system.

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Hello FireFly!

5 May 2015 |  0 comment

Welcome to FireFly's webpage! Do not hesitate to post comments! The source code is not yet available, but it is surely incoming! Enjoy!    Read more

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