(Enter summary)
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...
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Second Order Information in Data Assimilation - Le Dimet, Navon, Daescu (2002)
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3: A new approach to linear filtering and prediction problems (context) - Kalman - 1960
2: Variational assimilation of meteorological observations with the adjoint equatio.. (context) - Courtier, Talagrand - 1987
2: Variable metric method for minimization (context) - Davidon - 1959
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):
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A new approach to linear filtering and prediction problems (context) - Kalman - 1960
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Advanced data assimilation in strongly nonlinear dynamical s.. (context) - Miller, Ghil et al. - 1994
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Filtering for Stochastic Processes with Applications to Guid.. (context) - Bucy - 1987
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A strategy for operational implementation of 4D-Var using an.. (context) - Courtier, Th'epaut et al. - 1994
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Extended Kalman filtering for vortex systems (context) - Ide - 1996
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Extended Kalman filtering for vortex systems (context) - Ide - 1996
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The NMC operational global data assimilation system (context) - McPherson, Bergman et al. - 1979
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The application of Kalman smoother theory to the estimation .. (context) - M'enard - 1996
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Spatial Objective Analysis (context) - Thi'ebaux - 1987
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Formulation of theory of perturbations for complicated model.. (context) - Marchuk - 1975
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A global ocean data assimilation system (context) - Derber - 1989
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Applications of multi-variate statistical objective analysis.. (context) - Carton - 1989
1
Using the extended Kalman fliter with a multilayer quasi-geo.. (context) - Evensen - 1994
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Some basic formalisms in numerical variational analysis (context) - Sasaki - 1970
Documents on the same site (http://www.atmos.ucla.edu/tcd/MG/mg_ref_preprints.html): More
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The Essence of Data Assimilation, or Why Combine Data with Models? - Ghil
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Mountain Torques and Intraseasonal Atmospheric Oscillations - Lott, Robertson, Ghil
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