Towards a dynamic driven application system for wildfire simulation

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dc.contributor.author Mandel, Jan en_US
dc.contributor.author Bennethum, Lynn en_US
dc.contributor.author Chen, Mingshi en_US
dc.contributor.author Coen, Janice en_US
dc.contributor.author Douglas, Craig en_US
dc.contributor.author Franca, Leopoldo en_US
dc.contributor.author Johns, Craig en_US
dc.contributor.author Kim, Minjeong en_US
dc.contributor.author Knyazev, Andrew en_US
dc.contributor.author Kremens, Robert en_US
dc.contributor.author Kulkarni, Vaibhav en_US
dc.contributor.author Qin, Guan en_US
dc.contributor.author Vodacek, Anthony en_US
dc.contributor.author Wu, Jianjia en_US
dc.contributor.author Zhoa, Wei en_US
dc.contributor.author Zornes, Adam en_US
dc.date.accessioned 2007-07-05T14:12:42Z en_US
dc.date.available 2007-07-05T14:12:42Z en_US
dc.date.issued 2005-08-05 en_US
dc.identifier.citation International Conference on Computational Science - ICCS 2005 3515 (2005) 632-639 en_US
dc.identifier.isbn 978-3540-2603-25 en_US
dc.identifier.uri http://hdl.handle.net/1850/4248 en_US
dc.description "Towards a dynamic driven data application system for wildfire simulation," Proceedings of the 2005 International Conference on Computational Science - ICCS 2005. Held at Emory University: Atlanta, Georgia: 22-25 May 2005. en_US
dc.description RIT community members may access full-text via RIT Libraries licensed databases: http://library.rit.edu/databases/
dc.description.abstract We report on an ongoing effort to build a Dynamic Data Driven Application System (DDDAS) for short-range forecast of wildfire behavior from real-time weather data, images, and sensor streams. The system should change the forecast when new data is received. The basic approach is to encapsulate the model code and use an ensemble Kalman filter in time-space. Several variants of the ensemble Kalman filter are presented, for out-of-sequence data assimilation, hidden model states, and highly nonlinear problems. Parallel implementation and web-based visualization are also discussed. en_US
dc.description.sponsorship This research has been supported by the National Science Foundation under grants ACI-0325314, 0324989, 0324988, 0324876, and 0324910. en_US
dc.language.iso en_US en_US
dc.publisher Springer en_US
dc.relation.ispartofseries vol. 3515 en_US
dc.subject Dynamic data driven application system en_US
dc.title Towards a dynamic driven application system for wildfire simulation en_US
dc.type Article en_US

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