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Weighting Initial Conditions in Variational Assimilation Schemes

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Abstract
  • An analysis of variational data assimilation schemes for linear dynamical forecast models shows that the penalty functional must include an explicit contribution from the initial conditions in order to ensure a unique, low-noise forecast. The noise level is related to the effective number of data being assimilated.
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Citation
  • Bennett, Andrew F., Robert N. Miller, 1991: Weighting Initial Conditions in Variational Assimilation Schemes. Monthly Weather Review, 119(4), 1098–1102.
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Journal Volume
  • 119
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  • 4
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Funding Statement (additional comments about funding)
  • Andrew F. Bennett is supported by National Science Foundation Grant OCE-8800004, And Robert N. Miller by the Office of Naval Research Grant N00014-90-J-1125.
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