Potential for a biogenic influence on cloud microphysics over the ocean: A correlation study with satellite-derived data

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Abstract

Aerosols have a large potential to influence climate through their effects on the microphysics and optical properties of clouds and, hence, on the Earth's radiation budget. Aerosol-cloud interactions have been intensively studied in polluted air, but the possibility that the marine biosphere plays an important role in regulating cloud brightness in the pristine oceanic atmosphere remains largely unexplored. We used 9 yr of global satellite data and ocean climatologies to derive parameterizations of the temporal variability of (a) production fluxes of sulfur aerosols formed by the oxidation of the biogenic gas dimethylsulfide emitted from the sea surface; (b) production fluxes of secondary organic aerosols from biogenic organic volatiles; (c) emission fluxes of biogenic primary organic aerosols ejected by wind action on sea surface; and (d) emission fluxes of sea salt also lifted by the wind upon bubble bursting. Series of global monthly estimates of these fluxes were correlated to series of potential cloud condensation nuclei (CCN) numbers derived from satellite (MODIS). More detailed comparisons among weekly series of estimated fluxes and satellite-derived cloud droplet effective radius (r e) data were conducted at locations spread among polluted and clean regions of the oceanic atmosphere. The outcome of the statistical analysis was that positive correlation to CCN numbers and negative correlation to r e were common at mid and high latitude for sulfur and organic secondary aerosols, indicating both might be important in seeding cloud droplet activation. Conversely, primary aerosols (organic and sea salt) showed widespread positive correlations to CCN only at low latitudes. Correlations to r e were more variable, non-significant or positive, suggesting that, despite contributing to large shares of the marine aerosol mass, primary aerosols are not widespread major drivers of the variability of cloud microphysics. Validation against ground measurements pointed out that the parameterizations used captured fairly well the variability of aerosol production fluxes in most cases, yet some caution is warranted because there is room for further improvement, particularly for primary organic aerosol. Uncertainties and synergies are discussed, and recommendations of research needs are given. © 2012 Author(s).

Figures

  • Figure 1 Fig. 1. Global maps of Spearman’s rank correlation coefficients between monthly series (2001–2009, n= 108) of MODIS-derived CCN number concentrations and the parameterized oceanic fluxes of: (a) DMS emission and oxidation in the atmosphere (γDMSflux), (b) SOA formation in the atmosphere (SOAflux), (c) POA emission (POAflux) and (d) sea salt emission (SSflux). White areas show non-significant correlations.
  • Fig. 2. Temporal evolution (2001–2009) of standardized values of (a) weekly satellite-derived re and γDMSflux; (b) weekly SOA flux, POA flux and SSflux averaged over the entire Southern Ocean (40–60◦ S). Correlation coefficients are presented in Table 1.
  • Table 1. Spearman’s rank coefficients of correlation between computed weekly marine aerosol production fluxes and satellite-derived cloud droplet radius (re) in case study regions. Values in parantheses are number of weeks with data.
  • Fig. 3. Same as Fig. 2 but for the 7◦× 7◦ regions upwind of (a) Amsterdam Island, and (b) Mace Head.
  • Fig. 4. Validation of the biogenic sulfur aerosol parameterization. Seasonal evolution of standardized values of computed γDMSflux and ground-based aerosol MSA concentrations at six aerosol sampling stations: (a) Prince Edward Island, (b) Palmer Station, (c) Amsterdam Island, (d) Shemya Island, (e) Mace Head and (f) Cape Hedo (Okinawa).
  • Figure 5 Fig. 5. Validation of aerosol flux parameterizations. (a) Standardized latitudinal series of aerosol water soluble organic carbon (WSOC) and water insoluble inorganic nitrogen (WION) measurements reported by Miyazaki et al. (2011) along 155◦ E in the North Pacific, with the corresponding satellite-derived computations of SOAflux and POAflux for September 2008. (b) Standardized monthly series of aerosol WSOC and WIOC measurements on Amsterdam Island (Sciare et al., 2009), with the corresponding computations of SOAflux and POAflux for years 2005–2007. (c) Standardized monthly series of aerosol WSOC, WIOC and sea salt measurements on Mace Head (Yoon et al., 2007), with the corresponding computations of SOAflux, POAflux and SSflux for years 2002–2004.

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CITATION STYLE

APA

Lana, A., Simó, R., Vallina, S. M., & Dachs, J. (2012). Potential for a biogenic influence on cloud microphysics over the ocean: A correlation study with satellite-derived data. Atmospheric Chemistry and Physics, 12(17), 7977–7993. https://doi.org/10.5194/acp-12-7977-2012

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