… sea-salt aerosols. To the authors’ knowledge, this is the first attempt to perform state-of-the-science
data assimilation with CALIPSO aerosol observations. The assimilation results were …

… aerosol optical depth (AOD) and surface PM monitors were used for comprehensive evaluate
the impact of CALIPSO data assimilation … -aerosol observation data have been assimilated …

… In this study, we only use the aerosol extinction coefficients at 532 nm in the CALIPSO …
CALIPSO orbit paths in November 2016 are obtained and used for the aerosol data assimilation. …

… aerosol data subsets for transport model assimilation, including all relevant numerical
uncertainties, using the Level 1 and 2 data products disseminated by the CALIPSO … the CALIPSO …

… the 4D-LETKF data assimilation system to CALIPSO aerosol observations and successfully
… of dust aerosol and the spatial distribution of dust, sulfate, and sea-salt aerosols. The 4D-…

… and Hostetler CA , 2004: Fully automated analysis of space-based lidar data: An overview
of the CALIPSO retrieval algorithms and data products. Laser Radar Techniques for …

… First, CALIPSO observations are proving invaluable in testing the adequacy of retrieval
schemes used with … ii) Data assimilation provides detailed insight into discrepancies between …

… simultaneous and coincident observations will allow … CALIPSO observations with
complementary observations from other platforms. In particular, cloud observations from the …

… the adoption of the AOD observations, DA analysis can better simulate the distribution
characteristics of the AOD. In summary, the assimilation of PM 2.5 observations can improve the …

… model impact observed thorough assimilating data sets derived with current satellite-based …
data assimilation on aerosol mass transport model analysis and forecasts of aerosol optical …