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Bayesian tracking of the toxic plume spreading in the early stage of radiation accident
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SYSNO ASEP 0331528 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Bayesian tracking of the toxic plume spreading in the early stage of radiation accident Title Bayesovské trasování šíření toxického mraku v časné fázi radiační nehody Author(s) Pecha, Petr (UTIA-B) RID, ORCID
Hofman, Radek (UTIA-B) RID
Šmídl, Václav (UTIA-B) RID, ORCIDSource Title ESM'2009 The 2009 European Simulation and Modelling Conference, Modelling and Simulation '2009. - Leicester : EUROSIS - ETI, 2009 / Al-Akaidi Marwan - ISBN 978-90-77381-52-6 Pages s. 381-387 Number of pages 7 s. Publication form www - www Action ESM'2009 The 2009 European Simulation and Modelling Conference Event date 26.10.2009-29.10.2009 VEvent location Leicester Country GB - United Kingdom Event type EUR Language eng - English Country GB - United Kingdom Keywords Bayesian tracking ; Particle filtering ; Data assimilation Subject RIV DL - Nuclear Waste, Radioactive Pollution ; Quality R&D Projects GA102/07/1596 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) Annotation Predictions of time and space evolution of pollution propagation during the erly stage of radiation accident. Model predictions are assimilated with online incoming observations from terrain on basis of recursive procedure of Bayesian filtering. Application on a hypotetical scenario with ambiguous meteorological forecast and uncertain model parameters is demonstrated. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2010
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