Articles | Volume 22, issue 4
Research article
24 Jul 2015
Research article |  | 24 Jul 2015

Verification against perturbed analyses and observations

N. E. Bowler, M. J. P. Cullen, and C. Piccolo


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Latest update: 30 Mar 2023
Short summary
It has long been known that verification of a forecast against the sequence of analyses used to produce those forecasts can under-estimate the magnitude of forecast errors. Here we show that under certain conditions the verification of a short-range forecast against a perturbed analysis coming from an ensemble data assimilation scheme can give the same root-mean-square error as verification against the truth. This means that a perturbed analysis can be used as a reliable proxy for the truth.