This research was supported by Defense Threat Reduction Agency Contract HDTRA1-05-P-0031. The authors thank their colleagues Steven Hanna and James Hansen for helpful discussions and our contract monitor Stephanie Hamilton for continued support. We thank the NASA Goddard Data Assimilation Office and ECMWF for providing the Lorenz datasets. A detailed constructive review by an anonymous reviewer was very helpful.
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