A few years ago, we wrote a
paper looking at the effect of covariance localization in a simplified GCM
(no model error). |
|
We varied the ensemble size
and the severity of the localization.
For small ensembles, if not enough localization used, the filter
diverged. More ensemble members,
less localization needed.
ThereÕs a Ôsweet spotÕ which minimizes ensemble mean error for a given
ensemble size (and observation network). |