An adaptive quality control procedure for data assimilation

We describe a simple adaptive quality control procedure that limits the impact of individual observations likely to be inconsistent with the state of the data assimilation system. It smoothly increases the observation error variance depending on the projected increment, state error variance and so-c...

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Bibliographic Details
Main Authors: Pavel Sakov, Paul Sandery
Format: Article
Language:English
Published: Taylor & Francis Group 2017-01-01
Series:Tellus: Series A, Dynamic Meteorology and Oceanography
Subjects:
Online Access:http://dx.doi.org/10.1080/16000870.2017.1318031