Abstract

Aerosol optical depths (AOD) used for the Edition 4.1 Clouds and the Earth’s Radiant Energy System (CERES) Synoptic (SYN1deg) are evaluated. AODs are derived from Moderate Resolution Imaging Spectroradiometer (MODIS) observations and assimilated by an aerosol transport model (MATCH). As a consequence, clear-sky AODs closely match with those derived from MODIS instruments. AODs under all-sky conditions are larger than AODs under clear-sky conditions, which is supported by ground-based AERONET observations. When all-sky MATCH AODs are compared with Modern-Era Retrospective Analysis for Research and Applications (MERRA2) AODs, MATCH AODs are generally larger than MERRA2 AODS especially over convective regions (e.g. Amazon, central Africa, and eastern Asia). The difference is largely caused by MODIS AODs used for assimilation. Including AODs with larger retrieval uncertainty makes AODs over the convective regions larger. When AODs are used for clear-sky irradiance computations and computed downward shortwave irradiances are compared with ground- based observations, the computed instantaneous irradiances are 1 % to 2 % larger than observed irradiances. The comparison of top-of-atmosphere clear-sky irradiances with those derived from CERES observations suggests that AODs used for surface radiation observation sites are larger by 0.01 to 0.03, which is within the uncertainty of instantaneous MODIS AODs. However, the comparison with AERONET AOD suggests AODs used for computations over desert sites are 0.08 larger. The cause of positive biases of downward shortwave irradiance and AODs for the desert sites are unknown.

Highlights

  • Accurate estimates of the radiative effects of clouds and aerosols are essential for an understanding the radiative forcing to the Earth's climate system (Bauer and Menon, 2012, Boucher et al 2013)

  • We evaluated Model for Atmospheric Transport and Chemistry (MATCH) aerosol optical depth used to produce the Clouds and the Earth’s Radiant Energy System (CERES)

  • Monthly mean Aerosol optical depths (AOD) under clear-sky conditions identified by Moderate Resolution Imaging Spectroradiometer (MODIS) closely agree with those derived from MODIS, MATCH uses climatological aerosol sources

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Summary

Introduction

Accurate estimates of the radiative effects of clouds and aerosols are essential for an understanding the radiative forcing to the Earth's climate system (Bauer and Menon, 2012, Boucher et al 2013). There are several reasons that impede efforts at rigorous validation of clear-sky irradiances with surface observations; 1) a clear-sky condition at a given site does not persist over a long time (e.g. a month or longer), 2) there are mismatches of clear-sky conditions determined by satellite- and ground-based instruments, and 3) field-of-view size between CERES instruments and ground-based radiometers differ. Despite these difficulties for evaluating computed clear-sky irradiances, clear-sky irradiances play an important role in quantifying aerosol and cloud radiative effects (Loeb and Su 2010; Soden and Chung 2017). MERRA2 and the Aerosol Robotic Network (AERONET, Holben et al 1998)

Description of MATCH model
MATCH Assimilation of MODIS Aerosol Optical Depths
CMaotcmh-Mpearrar2iCsloeanr WwGTi(tRhMSA) (AEERR_TOAUN20E00T03_202002)
Clear Sky
Discussion of AOD Differences
Effect of AOD differences on surface irradiances
Findings
Clear Sky Comparisons of SYN1deg and Surface Observed Irradiances
Conclusions
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