Abstract. Satellite-derived aerosol products provide long-term and large-scale
observations for analysing aerosol distributions and variations,
climate-scale aerosol simulations, and aerosol–climate interactions.
Therefore, a better understanding of the consistencies and differences among
multiple aerosol products is important. The objective of this study is to
compare 11 global monthly aerosol optical depth (AOD) products,
which are the European Space Agency Climate Change Initiative (ESA-CCI)
Advanced Along-Track Scanning Radiometer (AATSR), Advanced Very High
Resolution Radiometer (AVHRR), Multi-angle Imaging SpectroRadiometer
(MISR), Moderate Resolution Imaging Spectroradiometer (MODIS), Sea-viewing
Wide Field-of-view Sensor (SeaWiFS), Visible Infrared Imaging Radiometer
(VIIRS), and POLarization and Directionality of the Earth's Reflectance
(POLDER) products. AErosol RObotic NEtwork (AERONET) Version 3 Level 2.0
monthly measurements at 308 sites around the world are selected for
comparison. Our results illustrate that the spatial distributions and
temporal variations of most aerosol products are highly consistent globally
but exhibit certain differences on regional and site scales. In general, the
AATSR Dual View (ADV) and SeaWiFS products show the lowest spatial coverage
with numerous missing values, while the MODIS products can cover most areas
(average of 87 %) of the world. The best performance is observed in
September–October–November (SON) and the worst is in June–July–August (JJA).
All the products perform unsatisfactorily over northern Africa and Middle
East, southern and eastern Asia, and their coastal areas due to the influence from
surface brightness and human activities. In general, the MODIS products show
the best agreement with the AERONET-based AOD values on different spatial
scales among all the products. Furthermore, all aerosol products can capture
the correct aerosol trends at most cases, especially in areas where aerosols
change significantly. The MODIS products perform best in capturing the
global temporal variations in aerosols. These results provide a reference
for users to select appropriate aerosol products for their particular
studies.