WIT Press


An Introductory Study Into Data Assimilation Techniques For An Atmospheric Chemical Transport Model

Price

Free (open access)

Volume

14

Pages

10

Published

1996

Size

873 kb

Paper DOI

10.2495/AIR960181

Copyright

WIT Press

Author(s)

R. Ligtmans, PJ.H. Builtjes & A.W. Heemink

Abstract

In this paper the development of data assimilation techniques for the three- dimensional tropospherical chemical transport model LOTOS (LOng Term Ozone Simulation) is described. A deterministic parameter estimation pro- cedure to identify uncertain parameters in LOTOS is developed. In deter- ministic parameter estimation the difference between measurements and the model results are assumed to be due to measurement errors and incorrectly prescribed model parameters. A cost function is introduced that is a crite- rion for the differences between measured and calculated values. This cost function is then minimized with respect to the mo

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