# Data assimilation

Applications of estimation theory to numerical weather prediction. In: Dynamic meteorology: Data assimilation methods. Springer ; 1981. pp. 139–224.

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Reanalysis of relativistic radiation belt electron fluxes using CRRES satellite data, a radial diffusion model, and a Kalman filter. Journal of Geophysical Research: Space Physics. 2007;112 (A12).

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An Ensemble-Based Smoother with Retrospectively Updated Weights for Highly Nonlinear Systems. Monthly Weather Review. 2007;135 :186–202.Abstract

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Graphical models for statistical inference and data assimilation. Physica D: Nonlinear Phenomena. 2007;230 (1) :72–87.

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Unified Notation for Data Assimilation: Operational, Sequential and Variational. Journal of Meteorological Society of Japan. 1997;75 (1B) :181–189.

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Data Assimilation and Weather Regimes in a Three-Level Quasi-Geostrophic Model, in AMS Symposium on Observations, Data Assimilation, and Probabilistic Prediction. ; 2002.

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Data assimilation in meteorology and oceanography. Advances in Geophysics. 1991;33 :141–266.

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Using extended Kalman filter for data assimilation and uncertainty quantification in shock-wave dynamics, in Uncertainty Modeling and Analysis, 2003. ISUMA 2003. Fourth International Symposium on. IEEE ; 2003 :398–407.

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Data assimilation for a coupled ocean-atmosphere model. Part I: Sequential state estimation. Monthly Weather Review. 2002;130 (5) :1073–1099.

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A Kalman filter technique to estimate relativistic electron lifetimes in the outer radiation belt. Journal of Geophysical Research: Space Physics. 2007;112 (A10).

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Dynamic Meteorology: Data Assimilation Methods. In: Applied Mathematical Sciences. Vol. 36. Dynamic Meteorology - Data Assimilation Methods. Springer-Verlag ; 1981. pp. 139–224.

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Estimating model parameters for an impact-produced shock-wave simulation: Optimal use of partial data with the extended Kalman filter. Journal of Computational Physics. 2006;214 (2) :725–737.

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Data Assimilation for a Coupled Ocean–Atmosphere Model. Part II: Parameter Estimation. Monthly Weather Review. 2008;136 :5062–5076.Abstract

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