337 citations · 634 across the 24 of their papers we have counts for
3 papers · 1 filter
Experimental Design of a Prescribed Burn Instrumentation
Adam K. Kochanski, Aimé Fournier, Jan Mandel
Observational data collected during experiments, such as the planned Fire and Smoke Model Evaluation Experiment (FASMEE), are critical for progressing and transitioning coupled fir…
Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation
James Haley, Angel Farguell Caus, Adam K. Kochanski +2
Data likelihood of fire detection is the probability of the observed detection outcome given the state of the fire spread model. We derive fire detection likelihood of satellite da…
Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model
Àngel Farguell Caus, James Haley, Adam K. Kochanski +2
Assimilation of data into a fire-spread model is formulated as an optimization problem. The level set equation, which relates the fire arrival time and the rate of spread, is allow…