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arXiv · 1105.0626

Assimilating data into an {\alpha}{\omega} dynamo model of the sun: A variational approach

Laurene Jouve·Allan Sacha Brun·Olivier Talagrand
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Abstract

We have developed a variational data assimilation technique for the Sun using a toy {\alpha}{\Omega} dynamo model. The purpose of this work is to apply modern data assimilation techniques to solar data using a physically based model. This work represents the first step toward a complete variational model of solar magnetism. We derive the adjoint {\alpha}{\Omega} dynamo code and use a minimization procedure to invert the spatial dependence of key physical ingredients of the model. We find that the variational technique is very powerful and leads to encouraging results that will be applied to a more realistic model of the solar dynamo. We also note that the continuous adjoint mean-field induction equation is derived in the appendix.

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Laurene Jouve, Allan Sacha Brun, Olivier Talagrand. 2011-05-03. Assimilating data into an {\alpha}{\omega} dynamo model of the sun: A variational approach. https://doi.org/10.1088/0004-637x/735/1/31

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