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Technical report / Is the particle filtering approach appropriate for meso-scale data assimilation? / by Mikhail D. Tsyrulnikov. Offenbach am Main : DWD, 2007
Inhalt
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A methodology towards the hierarchy of COSMO parameter calibration tests via the domain sensitivity over the Mediterranean area
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A new fast-waves solver for the Runge-Kutta dynamical core
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A scheme for monotonic numerical diffusion in the LM
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A stochastic pattern generator for ensemble applications
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A turbulence kinetic energy
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Analysis and evaluation of TERRA_URB Scheme
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Calibration of COSMO model, priority project CALMO
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CALMO - Progress report
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COSMO priority project "Further Developments of the Runge-Kutta Time Integration Scheme" (RK)
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COSMO priority project "INTERP"
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COSMO priority project "Short Range Ensemble Prediction System" (SREPS)
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COSMO priority project "Tackle Deficiencies in Quantitative Precipitation Forecast" (QPF)
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COSMO priority project "VERification System Unified Survey" (VERSUS)
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COsmo Towards Ensembles at the Km-scale IN Our countries (COTEKINO)
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Description of some convective indices implemented in the COSMO model
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Documentation of the Z-coordinate dynamical core of LM
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EUCOS impact study using the limited-area non-hydrostatic NWP model in operational use at MeteoSwiss
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Evaluation of empirical parameters of the new LM surface-layer parameterization scheme
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Evaluation of the performance of the COSMO-LEPS system
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Tsyrulnikovk, Mikhail D.: Is the particle filtering approach appropriate for meso-scale data assimilation?
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Contents
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1. Introduction
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2. Nonlinear filtering
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3. Monte-Carlo filters
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4. The bootstrap (SIR) filter
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5. Inherent advantages and disadvantages of the SIR filter
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6. Extensions to the SIR filter
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7. Non-meteorological and non-oceanographic applications of particle filtering
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8. Applications of particle filtering in meteorology and oceanography
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9. Summary of the disadvantages of a hypothetical particle-filtering based meso-scale data assimilation scheme
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10. Conclusions
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11. Acknowledgements
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12. References
LLM -the high-resolving nonhydrostatic simulation model in the DWD-Project LITFASS
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Lorenz- and Charney-Phillips vertical grid experimentation using a compressible nonhydrostatic toy-model relevant to the fast-mode part of the "Lokal-Modell"
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Online trajectory module in COSMO
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Operational implementation of the multilayer soil model
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Parameterization of lakes in numerical weather prediction
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Performance On Massively Parallel Architectures (POMPIA)
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RADAR_MIE_LM and RADAR_MIELIB calculation of radar reflectivity from model output
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Seven years of activity in the field of mesoscale ensemble forecasting by the COSMO-LEPS system
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Statistical analysis of high-resolution COSMO ensemble forecasts in view of data assimilation
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Studying Perturbations for the Representation of modeling uncertainties in Ensemble Development
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The CONSENS priority project
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The COSMO priority project "COLOBOC"
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The COSMO priority project "UTCS"
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The COSMO Priority Project APSU
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The COSMO Priority Project CARMA
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The COSMO Priority Project CDIC
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The COSMO priority project conservative dynamical core
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The COSMO priority project CORSO
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The COSMO priority project CORSO-A
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The COSMO priority project INSPECT
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The COSMO Priority Project T2 (RC)2
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The COSMO priority project VERSUS2
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The multi-layer version of the DWD soil model TERRA_LM
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The proof of the parameters calibration method
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Tracer module in the COSMO model
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V.A.S.T. (Versus Additional Statistical Techniques) user manual (v2.0)