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Adaptive bias correction for satellite data in a numerical weather prediction system
2007
Quarterly Journal of the Royal Meteorological Society
Adaptive bias corrections for satellite radiances need to separate the observation bias from the systematic errors in the background in order to prevent the analysis from drifting towards its own climate. The variational bias correction scheme (VarBC) is a particular adaptive scheme that is embedded inside the assimilation system. VarBC is compared with an offline adaptive and a static bias correction scheme. In simulation, the three schemes are exposed to artificial shifts in the observations
doi:10.1002/qj.56
fatcat:r26agbt6nngv5egea5wa7iidu4