Controllability, not chaos, key criterion for ocean state estimation
The Lagrange multiplier method for combining observations and models (i.e., the adjoint method or 4D-VAR) has been avoided or approximated when the numerical model is highly nonlinear or chaotic.This approach has been adopted primarily due to difficulties in the initialization of low-dimensional chaotic models, where the search for optimal initial