Adjoint-Free 4D-Var Methods Via Line Search Optimization For Non-Linear Data Assimilation

Elias Nin-Ruiz, Jairo Diaz-Rodriguez

This paper proposes two practical implementations of Four-Dimensional Variational (4D-Var) Ensemble Kalman Filter (4D-EnKF) methods for non-linear data assimilation. Our formulatio…