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文章基本信息

  • 标题:Estimating forecast model bias in coupled global and limited-area models
  • 本地全文:下载
  • 作者:Matthew Kretschmer ; Brian R. Hunt ; Edward Ott
  • 期刊名称:Tellus A: Dynamic Meteorology and Oceanography
  • 电子版ISSN:1600-0870
  • 出版年度:2015
  • 卷号:67
  • 页码:1-7
  • DOI:10.3402/tellusa.v67.28040
  • 语种:English
  • 摘要:Idealised perfect model experiments suggest that performing data assimilation on a ‘composite’ state vector, constructed from global and limited-area model states, can be beneficial to both model states. Here, an illustrative scheme is implemented to account for systematic forecast errors attributed to the imperfect model dynamics. Results from numerical experiments suggest that even simple bias correction schemes can correct forecast errors in composite states.
  • 关键词:ensemble Kalman Filter; limited-area models; composite state; bias correction
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