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...
| Prif Awduron: | , , , |
|---|---|
| Fformat: | Journal article |
| Iaith: | English |
| Cyhoeddwyd: |
2010
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Applying an ensemble Kalman filter to the assimilation of AERONET observations in a global aerosol transport model
Cyhoeddwyd 2009
Journal article