New background
New errors of the day (smaller)
New observations
The process is repeated: an ensemble of forecasts is started from each of the initial perturbed analyses and integrated for 6 hours. The new background is the average of the forecasts, and the new low-dimensional attractor is given by the forecast perturbations.
New ensemble KF analysis