Data Assimilation
Lagrangian Data Assimilation
- Vernieres, G., C.K.R.T. Jones, K. Ide 2011: Capturing eddy shedding in the Gulf of Mexico from Lagrangian observations. Phys. D, 240(2), 166-179
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- Salman, H., L. Kuznetsov, C.K.R.T. Jones, and K. Ide 2006: A method for assimilating Lagrangian data into a Shallow-water equation ocean model. Mon. Wea. Rev., 134(4), 1081-1101
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- Kuznetsov, L., K. Ide and C.K.R.T. Jones, 2003: A method for assimilation of Lagrangian data. Mon. Wea. Rev., 131(10), 2247-2260.
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- Ide, K., L. Kuznetsov and C.K.R.T. Jones, 2002: Lagrangian data assimilation for point-vortex system. J. Turbulence, 3, 053.
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Ensemble Kalman Filters
- Amezcua, J., K. Ide, C. S. Reich, and E. Kalnay, 2013:
Ensemble transform Kalman-Bucy filters, Q. J. Roy. Meteoro. Soc., in press.
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- Amezcua, J., K. Ide, C. Bishop, and E. Kalnay, 2012:
Ensemble clustering in deterministic ensemble Kalman filters. Tellus A, 64.
doi:10.3402/tellusa.v64i0.18039
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- Greybush, S. J., E. Kalnay, T. Miyoshi, K. Ide, and B. R. Hunt, 2011:
Balance and Ensemble Kalman Filter Localization Techniques,
Mon, Wea. Rev., 139, 511–522. doi:10.1175/2010MWR3328.1
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Non-Gaussian Filters
- Werner, M. J., K. Ide, and D. Sornette, 2011:
arthquake forecasting based on data assimilation: sequential Monte Carlo methods for renewal point processes. Nonlin. Processes Geophys., 18, 49-70.
doi:10.5194/npg-18-49-2011.
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- Spiller, E. T., A. Budhiraja, K. Ide, and C.K.R.T. Jones, 2008: Modified particle filter methods for assimilating Lagrangian data
into a point-vortex model, Physica D, 237, 1498-1506.
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- Sornette, D. and K. Ide, 2001: The Kalman-Levy filter, Physica D, 151, 142-174.
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Coastal Ocean Forecasting
- Hoffman, M. J., T. Miyoshi, T. W. N. Haine, K. Ide, C. W. Brown, and R. Murtugudde, 2012: An Advanced Data Assimilation System for the Chesapeake Bay: Performance Evaluation, J. Atmos. Ocean. Tech., 29, 1542-1557, doi:10.1175/JTECH-D-11-00126.1.
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- Li, Z.J., Y. Chao, J.C. McWillams, and K. Ide, 2008: A three-dimensional variational data assimilation scheme for the Regional Ocean Modeling System: Formulation and basic experiments, J. Geophys. Res. Ocean, 113, C05002, doi:10.1029/2006JC004042.
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- Li, Z.J., Y. Chao, J.C. McWillams, and K. Ide, 2008: A three-dimensional variational data assimilation scheme for the Regional Ocean Modeling System. J. Atmos. Ocean. Tech., 25, 2074-2090.
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Mars Data Assimilation
- Greybush, Steven J., R. J. Wilson, R. N. Hoffman, M. J. Hoffman, T. Miyoshi, K. Ide, T. McConnochie, and E. Kalnay, 2012:
Ensemble Kalman Filter Data Assimilation of Thermal Emission Spectrometer Temperature Retrievals into a Mars GCM.
J. Geophys. Res., 117, E11008, doi: 10.1029/2012JE004097.
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- Hoffman, M. J., S .J. Greybush, R. J. Wilson, G. Gyarmati, R. N. Hoffman, E. Kalnay, K. Ide, E. Kostelich, T. Miyoshi, and I. Szunyogh., 2010:
An ensemble Kalman filter data assimilation system for the Martian atmosphere: Implementation and simulation experiments. Icarus, 209, 470-481. doi:10.1016/j.icarus.2010.03.034
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Observing System Design
- Salman, H., C.K.R.T. Jones, and K. Ide 2008: Using flow geometry for drifter deployment in Lagrangian data assimilation. Tellus, 60A, 321-335.
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- Ide, K. and M. Ghil, 1998: The extended Kalman filtering for vortex Systems, Part II. Rankine vortex and observing-system design. Dyn. Atmos. Oceans, 27(1-4), 333-350.
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Shock-Wave Assimiltaion
- Kao, J., D. Flicke, K. Ide, M. Ghil, 2006: Estimating model parameters fr an impact-produced shock-wave simulation: Optimal use of partical data with the extended Kalman filter. J. Comp. Phys., 214 (2): 725-737.
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- Kao, J., D. Flicker, R. Henninger, S. Frey, M. Ghil, and K. Ide, 2004: Data assimilation with an extended Kalman filter for impact-produced shock-wave dynamics. J. Comp. Phys., 196 (2): 705-723.
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Coherent Structures
- Ide, K. and M. Ghil, 1998: The extended Kalman filtering for vortex Systems, Part I. Methodology and point vortices. Dyn. Atmos. Oceans, 27 (1-4), 301- 332.
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Notation
- Ide, K., P. Courtier, M. Ghil, and A. Lorenc, 1997: Unified notation for data assimilation: Operational, sequential and variational. J. Meteor. Soc. Japan, 75, 181-189.
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