Assessment of cloud retrieval for IASI 1D-Var cloudy-sky assimilation and improvement with an ANN approach

Ahreum Lee,Byung-Ju Sohn,Ed Pavelin,Yoonjae Kim,Hyun-Suk Kang,Roger Saunders,Young-Chan Noh

Assessment of cloud retrieval for IASI 1D-Var cloudy-sky assimilation and improvement with an ANN approach

2020

Ahreum Lee
Byung-Ju Sohn
Ed Pavelin
Yoonjae Kim
Hyun-Suk Kang
Roger Saunders
Young-Chan Noh

AbstractThe Unified Model (UM) data assimilation system incorporates a 1D-Var analysis of cloud variables for assimilating hyperspectral infrared radiances. For the Infrared Atmospheric Sounding In...

Keywords:

Data assimilation
Hyperspectral imaging
Sky
Cloud computing
Atmospheric sounding
Assimilation (phonology)
Unified Model
Meteorology
Mathematics

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