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Unified Notation for Data Assimilation: Operational, Sequential and Variational (1997)  (Make Corrections)  (4 citations)
K. Ide, P. Courtier, et al.



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Abstract: The need for unified notation in atmospheric and oceanic data assimilation arises from the field's rapid theoretical expansion and the desire to translate it into practical applications. Self-consistent notation is proposed that bridges sequential and variational methods, on the one hand, and operational usage, on the other. Over various other mottoes for this risky endeavor, the authors selected: "When I use a word," Humpty Dumpty said, in rather a scornful voice tone, "it means just what I... (Update)

Context of citations to this paper:   More

...later. 2. The extended Kalman filter (EKF) For consistency with the existing literature on the subject, the notation proposed by Ide et al. 1995] will be adopted as far as possible. Consider a physical system described by the equation x t (t i ) M(t i Gamma1 ; t i )x t...

...in accuracy and computational efficiency when applied to large nonlinear systems. To help in the comparison of their performance, Ide et al. 1997) introduced unified notation for both methodologies, as well as for operational methods in use at the time of the 2 nd WMO...

Cited by:   More
Kalman Filtering in Hydrological Modelling - Drécourt (2003)   (Correct)
Second Order Information in Data Assimilation - Le Dimet, Navon, Daescu (2002)   (Correct)
The Essence of Data Assimilation, or Why Combine Data with Models? - Ghil   (Correct)

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3:   A new approach to linear filtering and prediction problems (context) - Kalman - 1960
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BibTeX entry:   (Update)

Ide K., A. F. Bennett, P. Courtier, M. Ghil and A.C. Lorenc, 1995: Unified notation for data assimilation: operational, sequential and variational. Submitted to the J. Met. Soc. http://citeseer.ist.psu.edu/ide97unified.html   More

@misc{ ide95unified,
  author = "K. Ide and A. Bennett and P. Courtier and M. Ghil and A. Lorenc",
  title = "Unified notation for data assimilation: operational",
  text = "Ide K., A. F. Bennett, P. Courtier, M. Ghil and A.C. Lorenc, 1995: Unified
    notation for data assimilation: operational, sequential and variational.
    Submitted to the J. Met. Soc.",
  year = "1995",
  url = "citeseer.ist.psu.edu/ide97unified.html" }
Citations (may not include all citations):
663   Practical Optimization (context) - Gill, Murray et al. - 1987
384   A new approach to linear filtering and prediction problems (context) - Kalman - 1960
225   Stochastic Processes and Filtering Theory (context) - Jazwinski - 1970
68   Probability Theory (context) - Loeve - 1978
64   Optimal Control of Systems Governed by Partial Differential .. - Lions - 1971
50   Society for Industrial and Applied Mathematics (context) - Wahba - 1990
30   Data assimilation in meteorology and oceanography (context) - Ghil - 1991
27   Inverse Methods in Physical Oceanography (context) - Bennett - 1992
26   Advanced data assimilation in strongly nonlinear dynamical s.. (context) - Miller, Ghil et al. - 1994
18   Analysis methods for numerical weather prediction (context) - Lorenc - 1986
15   Suboptimal schemes for atmospheric data assimilation based o.. - Todling - 1994
12   A global three-dimensional multivariate statistical interpol.. (context) - Lorenc - 1981
8   Generalized inversion of a global numerical weather predicti.. (context) - Bennett, Chua et al. - 1995
6   Data assimilation by statistical interpolation for forecast .. (context) - Rutherford - 1972
6   Filtering for Stochastic Processes with Applications to Guid.. (context) - Bucy - 1987
5   A strategy for operational implementation of 4D-Var using an.. (context) - Courtier, Th'epaut et al. - 1994
4   Extended Kalman filtering for vortex systems (context) - Ide - 1996
4   Extended Kalman filtering for vortex systems (context) - Ide - 1996
3   The NMC operational global data assimilation system (context) - McPherson, Bergman et al. - 1979
3   The application of Kalman smoother theory to the estimation .. (context) - M'enard - 1996
2   Spatial Objective Analysis (context) - Thi'ebaux - 1987
2   Formulation of theory of perturbations for complicated model.. (context) - Marchuk - 1975
1   A global ocean data assimilation system (context) - Derber - 1989
1   Applications of multi-variate statistical objective analysis.. (context) - Carton - 1989
1   Using the extended Kalman fliter with a multilayer quasi-geo.. (context) - Evensen - 1994
1   Some basic formalisms in numerical variational analysis (context) - Sasaki - 1970

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Multiple Regimes in Northern Hemisphere Height Fields via.. - Smyth, Ide, Ghil (1998)   (Correct)
The Essence of Data Assimilation, or Why Combine Data with Models? - Ghil   (Correct)
Mountain Torques and Intraseasonal Atmospheric Oscillations - Lott, Robertson, Ghil   (Correct)

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