Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model
We present a global aerosol assimilation system based on an Ensemble Kalman filter, which we believe leads to a significant improvement in aerosol fields. The ensemble allows realistic, spatially and temporally variable model covariances (unlike other assimilation schemes). As the analyzed variables...
Glavni autori: | Schutgens, N, Miyoshi, T, Takemura, T, Nakajima, T |
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Format: | Journal article |
Jezik: | English |
Izdano: |
2010
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Slični predmeti
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Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model
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Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model
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Sensitivity tests for an ensemble Kalman filter for aerosol assimilation
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Sensitivity tests for an ensemble Kalman filter for aerosol assimilation
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Investigating the assimilation of CALIPSO global aerosol vertical observations using a four-dimensional ensemble Kalman filter
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