Non-Smooth Variational Data Assimilation with Sparse Priors

Ardeshir M. Ebtehaj, Efi Foufoula-Georgiou, Sara Q. Zhang +1

This paper proposes an extension to the classical 3D variational data assimilation approach by explicitly incorporating as a prior information, the transform-domain sparsity observ…