# Data assimilation

Data Assimilation: Interesting Past, Bright Future. CliMathParis 2019, Workshop 2: Big data, data assimilation, and uncertainty quantification, Institut Henri Poincaré, Paris, France [Internet]. 2019. Workshop websiteAbstract

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Estimating model evidence using ensemble-based data assimilation with localization - The model selection problem. Quarterly Journal of the Royal Meteorological Society. 2019.

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DADA: data assimilation for the detection and attribution of weather and climate-related events. Climatic Change [Internet]. 2016;136 (2) :155–174. Publisher's VersionAbstract

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Data assimilation of low-altitude magnetic perturbations into a global magnetosphere model. Space Weather [Internet]. 2016;14 (2) :165–184. Publisher's Version

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Noise statistics identification for Kalman filtering of the electron radiation belt observations: 2. Filtration and smoothing. Journal of Geophysical Research: Space Physics [Internet]. 2014;119 (7) :5725–5743. Publisher's Version

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Reanalysis of radiation belt electron phase space density using various boundary conditions and loss models. Advances in Space Research [Internet]. 2011;48 (8) :1327 - 1334. Publisher's Version

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Three-dimensional data assimilation and reanalysis of radiation belt electrons: Observations of a four-zone structure using five spacecraft and the VERB code. Journal of Geophysical Research: Space Physics [Internet]. 2014;119 (11) :8764–8783. Publisher's Version

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Noise statistics identification for Kalman filtering of the electron radiation belt observations I: Model errors. Journal of Geophysical Research: Space Physics [Internet]. 2014;119 (7) :5700–5724. Publisher's Version

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Lecture 1: Data Assimilation: How We Got Here and Where To Next?. Workshop on Mathematics of Climate Change, Related Hazards and Risks, CIMAT, Guanajuato, Mexico. 2013.Abstract

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Data Assimilation for the Atmosphere, Ocean, Climate and Space Plasmas: Some Recent Results. Dept. of Meteorology, University of Reading and the NERC Data Assimilation Research Centre (DARC). 2007.Abstract

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Advanced Data Assimilation in Strongly Nonlinear Dynamical Systems. Journal of Atmospheric Sciences. 1994;51 :1037–1056.

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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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The essence of data assimilation or why combine data with models, in Proc. 3rd WMO Intl Symp. Assimilation of Observations in Meteorology & Oceanography. ; 2000 :1–4.

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