With Ensemble Kalman Filtering we get perturbations pointing to the directions of the “errors of the day”
		Observations ~105-7 d.o.f.
						Background ~106-8 d.o.f.
						Errors of the day: they lie on the low-dim attractor
			3D-Var Analysis: doesn’t know about the errors of the day