Other formulations
Kalman filter
- Time integration of forecast error covariances
- Estimate of B(N,N) with N ~ 106
- Approximations are necessary
“Kalman smoother”
- Use past and future observations
- Useful for reanalyses
- 4D-Var can be shown to be equivalent to a Kalman smoother
Statistical adaptation
- Estimation of model error