Improvement of aerosol optical properties modeling over Eastern Asia with MODIS AOD assimilation in a global non-hydrostatic icosahedral aerosol transport model

Autor: Guangyu Shi, Tie Dai, Nick Schutgens, Daisuke Goto, Teruyuki Nakajima
Přispěvatelé: Earth and Climate
Rok vydání: 2014
Předmět:
Zdroj: Environmental Pollution, 195, 319-329. Elsevier Limited
Dai, T, Schutgens, N A J, Goto, D, Shi, G & Nakajima, T 2014, ' Improvement of aerosol optical properties modeling over Eastern Asia with MODIS AOD assimilation in a global non-hydrostatic icosahedral aerosol transport model ', Environmental Pollution, vol. 195, pp. 319-329 . https://doi.org/10.1016/j.envpol.2014.06.021
ISSN: 0269-7491
DOI: 10.1016/j.envpol.2014.06.021
Popis: A new global aerosol assimilation system adopting a more complex icosahedral grid configuration is developed. Sensitivity tests for the assimilation system are performed utilizing satellite retrieved aerosol optical depth (AOD) from the Moderate Resolution Imaging Spectroradiometer (MODIS), and the results over Eastern Asia are analyzed. The assimilated results are validated through independent Aerosol Robotic Network (AERONET) observations. Our results reveal that the ensemble and local patch sizes have little effect on the assimilation performance, whereas the ensemble perturbation method has the largest effect. Assimilation leads to significantly positive effect on the simulated AOD field, improving agreement with all of the 12 AERONET sites over the Eastern Asia based on both the correlation coefficient and the root mean square difference (assimilation efficiency). Meanwhile, better agreement of the Ångström Exponent (AE) field is achieved for 8 of the 12 sites due to the assimilation of AOD only.
Databáze: OpenAIRE
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