Assimilation of Mars Climate Sounder Retrievals into a Mars Global Circulation Model

Computer Science – Sound

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Scientific paper

Mars Climate Sounder (MCS) temperature profiles are assimilated into the GFDL Mars Global Circulation Model (MGCM) using the Local Ensemble Transform Kalman Filter (LETKF) to accurately depict the state of the Martian atmosphere. The enhanced vertical resolution of the MCS retrievals expands data coverage to more than 80 km in altitude. Results are improved through careful consideration of ensemble spread, including the use of varied dust opacity distributions among the ensemble members, in addition to bias correction to align the model climatology more closely with that of the data. Performance is evaluated using short term forecasts compared to independent observations, and the MCS analyses are compared to those generated by the assimilation of Thermal Emission Spectrometer (TES) profiles during a similar Martian season.

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