Scatterometer observations are standardized before assimilation into meteorological reanalysis models
Scatterometer observations undergo standardization, ambiguity removal, and conversion via observation operators before being successfully assimilated into meteorological models.
The claim is specific, empirical, and falsifiable regarding data processing steps in meteorological reanalysis. The retrieved papers (specifically [0] and [1]) directly discuss the processing, ambiguity removal, and equivalent neutral wind observation operators used to standardize scatterometer data prior to assimilation.
By A. Stoffelen, D. Anderson. Ambiguity removal and assimilation of scatterometer data. 1997. https://doi.org/10.1002/qj.49712353812
Discusses ambiguity removal and the standard procedure of assimilating retrieved scatterometer winds rather than raw backscatter measurements into numerical weather prediction models.
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Robert Tardif, Stéphane Laroche. An equivalent neutral wind observation operator for variational assimilation of scatterometer ocean surface wind data. 2012. https://doi.org/10.1002/qj.1953
Describes the development of specific observation operators designed to handle the calibration and standardization of scatterometer wind vector data for variational data assimilation.
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