Abstract

Abstract. By combining Collection 6 Moderate Resolution and Imaging Spectroradiometer (MODIS) and Version 22 Multi-angle Imaging Spectroradiometer (MISR) aerosol products with Cloud and Earth's Radiant Energy System (CERES) flux products, the aerosol optical thickness (AOT, at 0.55 µm) and shortwave (SW) aerosol radiative effect (SWARE) trends are studied over ocean for the near-full Terra (2000–2015) and Aqua (2002–2015) data records. Despite differences in sampling methods, regional SWARE and AOT trends are highly correlated with one another. Over global oceans, weak SWARE (cloud-free SW flux) and AOT trends of 0.5–0.6 W m−2 (−0.5 to −0.6 W m−2) and 0.002 AOT decade−1 are found using Terra data. Near-zero AOT and SWARE trends are also found for using Aqua data, regardless of the angular distribution models (ADMs) used. Regionally, positive AOT and cloud-free SW flux (negative SWARE) trends are found over the Bay of Bengal, the Arabian Sea, the Arabian/Persian Gulf and the Red Sea, while statistically significant negative trends are derived over the Mediterranean Sea and the eastern US coast. In addition, the global mean instantaneous SW aerosol direct forcing efficiencies are found to be ∼ −60 W m−2 AOT−1, with corresponding SWARE values of ∼ −7 W m−2 from both Aqua and Terra data, again regardless of CERES ADMs used. Regionally, SW aerosol direct forcing efficiency values of ∼ −40 W m−2 AOT−1 are found over the southwest coast of Africa where smoke aerosol particles dominate in summer. Larger (in magnitude) SW aerosol direct forcing efficiency values of −50 to −80 W m−2 AOT−1 are found over several other dust- and pollutant-aerosol-dominated regions. Lastly, the AOT and SWARE trends from this study are also intercompared with aerosol trends (such as active-based ones) from several previous studies. Findings suggest that a cohesive understanding of the changing aerosol skies can be achieved through the analysis of observations from both passive- and active-based analyses, as well as from both narrowband and broadband datasets.

Highlights

  • The significance of aerosol particles for global and regional climate variations has been extensively studied for the past two decades with both observation- and model-based approaches (IPCC, 2013)

  • This again may seem to suggest that the impact of angular distribution models (ADMs) on SWARE trends over global oceans estimated from the collocated Moderate Resolution Imaging Spectroradiometer (MODIS) and Cloud and Earth’s Radiant Energy System (CERES) data are rather marginal

  • Using Terra (2000–2015) and Aqua (2002–2015) Collection 6 (C6) MODIS Dark Target (DT), Multi-angle Imaging Spectroradiometer (MISR) (2000–2015) and CERES ES8/single satellite footprint (SSF) data, both aerosol optical thickness (AOT) and SWARE trends are estimated over global oceans

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Summary

Introduction

The significance of aerosol particles for global and regional climate variations has been extensively studied for the past two decades with both observation- and model-based approaches (IPCC, 2013). Using 10 months of collocated Terra Moderate Resolution Imaging Spectroradiometer (MODIS) and Cloud and Earth’s Radiant Energy System (CERES) data, Zhang et al (2005b) derived the spatial distribution of SWARE over global oceans. The MODIS and CERES instruments on board the Aqua satellite have been in operation for 14 years (2002–2016) Taking advantage of these longer-term datasets from the Aqua and Terra satellites, several studies have already examined temporal variations in aerosol optical thickness (AOT) both on regional and global scales (e.g., Zhang and Reid, 2010; Hsu et al, 2012; Li et al, 2014; Alfaro-Contreras, 2016; Toth et al, 2016). In this study, using C6 MODIS and MISR aerosol products, as well as CERES data, we studied AOT and SWARE trends over global oceans with the goal of exploring the following scientific questions

To what extent have AOT trends changed with the update from MODIS C5 to C6?
Datasets
MODIS DT aerosol products
MISR aerosol products
CERES SSF products and issues
CERES ES-8 products
AOT trends from over-ocean DT MODIS data
Update of AOT trends from Collection 5 to Collection 6
AOT trends from near-full Terra and Aqua data records
SWARE trends
SWARE trend analysis using collocated MODIS and CERES data
Uncertainty in cloud-free flux trend analysis
Cloud fraction
Thin cirrus
Surface wind and ADMs
Comparison to other aerosol-related trend analyses
Findings
Summary and conclusions
Full Text
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