Methods for dealing with spurious
covariances arising from small
samples in ensemble data assimilation
Jeff Whitaker
jeffrey.s.whitaker@noaa.gov
NOAA Earth System Research Lab, Boulder
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what is ensemble data assimilation?
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what are the consequences of sampling error?
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covariance localization.
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alternatives to covariance localization.