Technical report / Is the particle filtering approach appropriate for meso-scale data assimilation? / by Mikhail D. Tsyrulnikov. Offenbach am Main : DWD, 2007
Inhalt
- 2 Contents
- 3 1. Introduction
- 3 2. Nonlinear filtering
- 5 3. Monte-Carlo filters
- 5 4. The bootstrap (SIR) filter
- 7 5. Inherent advantages and disadvantages of the SIR filter
- 7 6. Extensions to the SIR filter
- 9 7. Non-meteorological and non-oceanographic applications of particle filtering
- 10 8. Applications of particle filtering in meteorology and oceanography
- 12 9. Summary of the disadvantages of a hypothetical particle-filtering based meso-scale data assimilation scheme
- 14 10. Conclusions
- 14 11. Acknowledgements
- 14 12. References