Towards a Real-Time Data Driven Wildland Fire Model

Autor: Mandel, Jan, Beezley, Jonathan D., Chakraborty, Soham, Coen, Janice L., Douglas, Craig C., Vodacek, Anthony, Wang, Zhen
Rok vydání: 2008
Předmět:
Zdroj: IEEE International Symposium on Parallel and Distributed Processing, 2008 (IPDPS 2008), pp. 1-5
Druh dokumentu: Working Paper
DOI: 10.1109/IPDPS.2008.4536414
Popis: A wildland fire model based on semi-empirical relations for the spread rate of a surface fire and post-frontal heat release is coupled with the Weather Research and Forecasting atmospheric model (WRF). The propagation of the fire front is implemented by a level set method. Data is assimilated by a morphing ensemble Kalman filter, which provides amplitude as well as position corrections. Thermal images of a fire will provide the observations and will be compared to a synthetic image from the model state.
Comment: 5 pages, 4 figures
Databáze: arXiv