Data assimilation with a martian atmospheric GCM: an example using thermal data

Details Data assimilation with a martian atmospheric GCM: an example using thermal data Data assimilation with a martian atmospheric GCM: an example using thermal data

May 1997

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1997adspr..19.1267l&link_type=abstract

Advances in Space Research, Volume 19, Issue 8, p. 1267-1270.

Computer Science

Performance

7

Scientific paper

Data assimilation is a technique for the analysis of atmospheric observations which combines current information with prior knowledge from previous observations, summarized and forecast in time via the use of a numerical model. A sequential data assimilation scheme has been implemented with a full general circulation model (GCM) of the martian atmosphere for the first time, and has been adapted for the types of atmospheric data which might be expected in the near future, e.g. remote-sensed temperature profiles from a polar orbiter mission such as Mars Surveyor '96 and '98. Tests demonstrate the performance of the scheme using artificial data generated from independent model experiments.

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