Optimal solution error quantification in variational data assimilation involving imperfect models

Author:

Shutyaev V.1,Gejadze I.2,Vidard A.3,Le Dimet F.-X.3

Affiliation:

1. Institute of Numerical Mathematics, Russian Academy of Sciences; Moscow Institute for Physics and Technology; 119333 Gubkina 8 Moscow Russia

2. UMR G-EAU; IRSTEA-Montpellier; 361 Rue J.F. Breton, BP 5095 Montpellier 34196 France

3. Laboratoire Jean Kuntzmann; Université Grenoble Alpes; BP 51 Grenoble 38051 Cedex 9 France

Publisher

Wiley

Subject

Applied Mathematics,Computer Science Applications,Mechanical Engineering,Mechanics of Materials,Computational Mechanics

Reference33 articles.

1. The role of the Hessian matrix in fitting models to measurements;Thacker;Journal of Geophysical Research,1989

2. On analysis error covariances in variational data assimilation;Gejadze;SIAM Journal of Scientific Computing,2008

3. Some basic formalism in numerical variational analysis;Sasaki;Monthly Weather Review,1970

4. Bayesian inverse problems for functions and applications to fluid mechanics;Cotter;Inverse Problems,2009

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