3.1. Aerosol Optical Properties for the Year 2015
We begin this section with a brief presentation of the main patterns of the geographic variation of the MERRA-2 AOD and SSA. As shown in
Figure 1a, significant spatial variability of the AOD is evident. The highest aerosol load (up to 0.77, on a mean annual level) is observed in east China. In this region, according to MERRA-2 (results not shown here), the aerosol load is dominated by sulfate particles but also by significant loads of carbonaceous (organic and black carbon) particles. Equally high aerosol load (AOD up to 0.73) is observed in North Africa, especially above the dust-dominated southern and southwestern parts of the Sahara Desert and the western Sub-Sahel. Over the latter region, besides the advected desert dust, there is also a strong presence of carbonaceous particles (organic and black carbon) originating from biomass burning taking place during winter (dry season). High aerosol load is observed over most arid and semi-arid regions of the planet, with AOD reaching 0.50 over the Arabian Peninsula and 0.45 over the Taklamakan desert. Over the Indian subcontinent, the presence of significant aerosol sources (both natural, such as the Thar Desert, and anthropogenic) results in AOD values that are generally larger than 0.30 and reach 0.53 over the Indo-Gangetic Plain. High aerosol loads are also evident over regions with frequent seasonal biomass burning and, therefore, a strong presence of carbonaceous particles. Thus, AOD values reach up 0.46 over central-southern Africa, 0.34 over maritime Southeast Asia, 0.25 over South America, and 0.17 over Northwestern America. On the other hand, the aerosol load is low (AOD less than 0.1) above most oceanic regions. However, in the case of long-range transport of continental particles above oceanic regions, the aerosol load may be very high. Such a characteristic case is the Saharan dust and biomass burning outflows to the tropical and subtropical North Atlantic Ocean and the Gulf of Guinea, resulting in AOD as high as 0.40. Other oceanic regions with relatively high aerosol load are the tropical South Atlantic, where mainly carbonaceous particles are transported from the African continent, and the North Indian Ocean (transportation of both natural and anthropogenic particles from the Indian subcontinent and the Arabian Peninsula).
The aerosol SSA values (
Figure 1b) range between 0.89 and 1.0. The lowest values (deep blue colors) are observed over regions where the aerosol load is dominated by biomass burning aerosols, including the strong absorptive black carbon particles. The most characteristic region with low SSA values (generally lower than 0.92) is Central and Southern Africa. Relatively low SSA is also observed above eastern and southern Asia, the Sahara Desert, western United States, western Europe, and the tropical Atlantic Ocean. On the other hand, over most remote oceanic regions, the SSA is high due to the dominance of non-absorbing sea salt particles.
3.2. Aerosol Radiative Effects for the Year 2015
The mean annual geographical distribution of the aerosol effects on the net shortwave flux at the Earth’s surface (hereafter DRE
surfnet), within the atmosphere (DRE
atm), and at TOA (DRE
TOA) for the year 2015 is presented in
Figure 2.
At the Earth’s surface (
Figure 2a), aerosol causes a cooling effect (negative DRE
surfnet). This cooling is associated with the reduction of the downwelling solar radiation due to scattering and absorption by aerosol particles and is more pronounced over regions with a high aerosol load. More specifically, the strongest cooling effect (up to −45 Wm
−2) is observed over east China, which is characterized by high loads of strongly scattering sulfate particles. A strong cooling effect is also evident over North Africa (strong presence of desert dust and carbonaceous particles), with DRE
surfnet ranging between −15 and −35 Wm
−2 over most of the Sahara Desert and reaching −40 Wm
−2 in the Sub-Sahel (Niger delta region). A pronounced cooling effect is observed over Central Africa (DRE
surfnet −20 to −38 Wm
−2), the Indo-Gangetic Plain (cooling up to 40 Wm
−2 locally), and the Arabian Peninsula as well as above neighboring oceanic regions where aerosols are transported from the former source areas.
The aerosol effect within the atmosphere (hereafter DRE
atm) is presented in
Figure 2b. It is evident that aerosols cause a heating of the atmosphere (by increasing the atmospheric absorption). This heating effect is stronger in regions with high aerosol loads and absorbing particles, characterized by relatively low SSA. Although DRE
atm has an opposite sign to that of DRE
surfnet, their geographic distributions are similar. The atmospheric heating is especially pronounced above North Africa (DRE
atm up to 38 Wm
−2 over the southern Saharan Desert). A relatively strong aerosol heating is also observed above the Arabian Peninsula (up to 24 Wm
−2). Over the biomass burning dominated Central Africa, and the highly populated Southern and Eastern Asia, aerosols cause atmospheric heating equal to 20–24 Wm
−2 locally.
The geographical distribution of the aerosol effect at the top of the atmosphere (hereafter DRE
TOA) is shown in
Figure 2c. The values of DRE
TOA range between −20 to 5 Wm
−2. Negative values indicate decreasing net incoming solar radiation (i.e., planetary cooling due to increased backscattered solar radiation to space), while positive values indicate planetary warming. It is evident that aerosols cause a cooling effect above most parts of the globe. This planetary cooling is much more pronounced (DRE
TOA ranging between −10 to −20 Wm
−2) over the Sahel and Sub-Sahel, Central Africa, the Indian subcontinent, and Eastern China, namely over regions characterized by a high aerosol load of both natural and anthropogenic origin. Strong planetary cooling is also observed above oceanic regions where continental aerosols are advected (such as the tropical Atlantic Ocean and the northern Indian Ocean). Note that over the Arabian Peninsula and the Sahara Desert, DRE
TOA is relatively low, despite the presence of high loads of desert dust. In some parts of the Sahara Desert, there is even a planetary warming effect (up to 4–5 Wm
−2, locally). These arid regions are characterized by strong surface albedo (greater than 0.25), resulting in multiple scattering between relatively absorbing desert dust particles and the ground [
6,
7]. Therefore, there is a near-cancellation of the surface cooling by an equally large atmospheric warming over most parts of these regions. The aerosol planetary heating effect is observed over the parts of Sahara with the highest surface albedo, highlighting the importance of this parameter for the determination of the sign of DRE
TOA. The small planetary heating observed over the ice-covered southern Greenland can also be explained by the very high surface albedo therein.
The globally and hemispherically averaged values of the aerosol DREs, as well as the DREs averaged over global land and ocean areas, are presented in
Table 1. Under clear-sky conditions, aerosols cause a cooling effect of −8.73 Wm
−2 at the Earth’s surface and a warming of the atmosphere equal to 3.94 Wm
−2. The surface cooling is larger in magnitude than the atmospheric warming effect; therefore, aerosol particles cause a planetary cooling effect at TOA of −4.79 Wm
−2. The aerosol DREs exhibit differences in their magnitude between land and oceans as well as between the two hemispheres. The aerosol effects are larger over land than over ocean and over the Northern Hemisphere compared to the Southern. These differences are more pronounced for the DRE
atm, and they are related to the presence of stronger and more absorbing aerosols over the Northern Hemisphere and global land areas.
In
Table 2,
Table 3,
Table 4,
Table 5 and
Table 6, we provide the averaged DREs of each aerosol particle type (i.e., sulfate, dust, sea salt, organic carbon, and black carbon) separately in order to provide some insight into their contribution to the total aerosol effect. From these results, large differences between the DREs of different particle types are evident. More specifically, the strongest cooling effect on the Earth’s surface is caused by desert dust (−2.33 Wm
−2) followed by sea salt, black, organic carbon, and sulfate particles (−1.42 Wm
−2). The atmospheric heating is proportional to the particle absorptivity. Therefore, the strongest heating (2.33 Wm
−2) is caused by black carbon particles, followed by dust (1.72 Wm
−2), while the heating effect of the almost purely scattering sea salt and sulfate is small. The non-zero DRE
atm of scattering sea salt and sulfate aerosols is possibly related to the increase of the surface backscattered radiation they cause, and therefore the increase of the available radiative energy, which results in an increased absorption by other (absorbing) aerosol types and atmospheric gases above sea salt and sulfate aerosol layers. At TOA, all particles except black carbon cause a cooling effect. The strongest TOA cooling is observed for sea salt and sulfate (−1.23 Wm
−2 and −0.96 Wm
−2, respectively). The DRE
TOA caused by organic carbon and dust particles is also negative (however, smaller than the effect of sea salt and sulfate). On the other hand, black carbon particles, despite their relatively small optical depth, cause a substantial TOA heating equal to 0.69 Wm
−2 due to their strong absorptivity. This depicts the important climatic role of black carbon particles.