Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model

Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model

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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...

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Hauptverfasser:	Schutgens, N, Miyoshi, T, Takemura, T, Nakajima, T
Format:	Journal article
Sprache:	English
Veröffentlicht:	2010

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