Abstract
The relationship between sea salt aerosol and the precipitation in the North Pacific is analyzed by using the global chemical transport model (GEOS-Chem) simulation and the observations for 1986-2010. It is found that the amount of deep convective cloud increases in the eastern North Pacific when the sea salt concentration increases in the central North Pacific during boreal winter (Dec.-Jan.-Feb.). Concurrently, the amount of precipitation in the eastern North Pacific is enhanced in the high sea salt concentration years because the precipitation over the North Pacific is primarily from deep convective clouds. It is found that the variability of sea salt concentration in the central North Pacific is significantly correlated with both the precipitation and the amount of deep convective cloud in the eastern North Pacific. These results indicate that the sea salt may act to induce the vigorous convection in the North Pacific. These results also imply that the sea salt concentration should be considered in climate models to simulate correctly atmospheric and oceanic variables such as precipitation and cloud.
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Ackerman, A. S., O. B. Toon, D. E. Stevens, A. J. Heymsfield, V. Ramanathan, and E. J. Welton, 2000: Reduction of tropical cloudiness by soot. Science, 288, 1042–1047, doi:10.1126/science.288.5468.1042.
Alexander, B., R.-J. Park, D. J. Jacob, Q. B. Li, R. M. Yantosca, J. Savarino, C. C. W Lee, and M. H. Thiemens, 2005: Sulfate formation in sea-salt aerosols: Constraints from oxygen isotopes. J. Geophys. Res., 110, D10307, doi:10.1029/2004JD005659.
Albrecht, B. A., 1989: Aerosols, cloud microphysics, and fractional cloudiness. Science, 245, 1227–1230.
Altaratz, O., I. Koren, L. A. Remer, and E. Hirsch, 2014: Review: Cloud invigoration by aerosols-coupling between microphysics and dynamics. Atmos. Res., 140, 38–60, doi:10.1016/j.atmosres.2014.01.009.
Bréon, F. M., D. Tanré, and S. Generoso, 2002: Aerosol effect on cloud droplet size monitored from satellite. Science, 295, 834–838.
Carslaw, K. S., and Coauthors, 2013: Large contribution of natural aerosols to uncertainty in indirect forcing. Nature, 503, 67–71, doi:10.1038/nature12674.
Chang, E. K., S. Lee, and K. L. Swanson, 2002: Storm track dynamics. J. Climate, 15, 2163–2183.
Charlson, R. J., J. E. Lovelock, M. O. Andreae, and S. G. Warren, 1987: Oceanic phytoplankton, atmospheric sulphur, cloud albedo and climate. Nature, 326, 655–661.
Chen, D., Y. Wang, M. B. McElroy, K. He, R. M. Yantosca, and P. L. Sager, 2009: Regional CO pollution and export in China simulated by the high-resolution nested-grid GEOS-Chem model. Atmos. Chem. Phys., 9, 3825–3839.
Chung, C. E., V. Ramanathan, and J. T. Kiehl, 2002: Effects of the South Asian absorbing haze on the northeast monsoon and surface-air heat exchange. J. Climate, 15, 2462–2476.
Clarke, A. D., S. R. Owens, and J. Zhou, 2006: An ultrafine sea-salt flux from breaking waves: Implications for cloud condensation nuclei in the remote marine atmosphere. J. Geophys. Res. 111, D6, doi:10.1029/2005JD006565.
Feingold, G., W. L. Eberhard, D. E. Veron, and M. Previdi, 2003: First measurements of the Twomey indirect effect using ground-based remote sensors. Geophys. Res. Lett., 30, 1287, doi:10.1029/2002GL016633.
Fountoukis, C., and A. Nenes, 2007: ISORROPIA II: a computationally efficient thermodynamic equilibrium model for K+-Ca2+-Mg2+-NH4 +-Na+-SO4 2−-NO3−-Cl−-H2O aerosols. Atmos. Chem. Phys., 7, 4639–4659.
Hansen, J., M. Sato, P. Kharecha, G. Russell, D. W. Lea, and M. Siddall, 2007: Climate change and trace gases. Philos. T. Roy. Soc. A., 365, 1925–1954.
Haywood, J., and O. Boucher, 2000: Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review. Rev. Geophys., 38, 513–543, doi:10.1029/1999RG000078.
Ghan, S. J., S. J. Smith, M. Wang, K. Zhang, K. Pringle, K. Carslaw, J. Pierce, S. Bauer, and P. Adams, 2013: A simple model of global aerosol indirect effects. J. Geophys. Res., 118, 6688–6707, doi:10.1002/jgrd.50567.
IPCC, 2013: Climate Change 2013: The Physical Science Basis. Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, 1552 pp.
Jacob, D. J., J. M. Waldman, J. W. Munger, and M. R. Hoffmann, 1986: The H2SO4-HNO3-NH3 system at high humidities and in fogs: 2. Comparison of field data with thermodynamic calculations. J. Geophys. Res., 91, 1089–1096.
Jaeglé, L., P. K. Quinn, T. S. Bates, B. Alexander, and J.-T. Lin, 2011: Global distribution of sea salt aerosols: new constraints from in situ and remote sensing observations. Atmos. Chem. Phys., 11, 3137–3157, doi: 10.5194/acp-11-3137-2011.
Jeing, J. I., and R. J. Park, 2017: Winter monsoon variability and its impact on aerosol concentrations in East Asia. Environ. Pollut., 221, 285–292, doi:10.1016/j.envpol.2016.11.075
Jin, F., 2010: Eddy-induced instability for low-frequency variability. J. Atmos. Sci., 67, 1947–1964, doi:10.1175/2009JAS3185.1.
Kim, M. J., S.-W. Yeh, R. J. Park, 2016: Effect of sulfate aerosol on East Asian summer monsoon for 1985-2010. Geophys. Res. Letts., 43, 1364–1372, doi:10.1002/2015GL067124.
Korhonen, H., K. S. Carslaw, P. M. Forster, S. Mikkonen, N. D. Gordon, and H. Kokkola, 2010: Aerosol climate feedback due to decadal increases in Southern Hemisphere wind speeds. Geophys. Res. Lett., 37, L02805, doi:10.1029/2009GL041320.
Lee, S.-S., 2011: Aerosols, clouds and climate. Nat. Geosci., 4, 826–827, doi:10.1038/ngeo1340.
Meehl, G. A., J. M. Arblaster, and W. D. Collins, 2008: Effects of black carbon aerosols on the Indian monsoon. J. Climate, 21, 2869–2882, doi:10.1175/2007JCLI1777.1.
Monahan, E. C., and I. Muircheartaigh, 1980: Optimal power-law description of oceanic whitecap coverage dependence on wind speed. J. Phys. Oceanogr., 10, 2094–2099, doi:10.1175/1520-0485(1980)010 <2094:OPLDOO>2.0.CO;2.
Nakamura, H., T. Izumi, and T. Sampe, 2002: Interannual and decadal modulations recently observed in the Pacific storm track activity and East Asian winter monsoon. J. Climate, 15, 1855–1874, doi:10.1175/1520-0442(2002)015<1855:IADMRO>2.0.CO;2.
O'Dowd, C. D., J. A. Lowe, M. H. Smith, B. Davison, H. C. Nicholas, and R. M. Harrison, 1997: Biogenic sulphur emissions and inferred nonsea-salt-sulphate cloud condensation nuclei in and around Antarctica. J. Geophys. Res., 102, 12839–12854, doi:10.1029/96JD02749.
Olivier, J. G. J., A. F. Bouwman, J. J. M. Berdowski, C. Veldt, J. P. J. Bloos, A. J. H. Visschedijk, C. W. M. van der Maas, and P. Y. J. Zandveld, 1999: Sectoral emission inventories of greenhouse gases for 1990 on a per country basis as well as on 1 × 1. Environ. Sci. Policy, 2, 241–263, doi:10.1016/S1462-9011(99)00027-1.
Park, R. J., D. J. Jacob, B. D. Field, R. M. Yantosca, and M. Chin, 2004: Natural and transboundary pollution influences on sulfate-nitrateammonium aerosols in the United States: Implications for policy. J. Geophys. Res., 109, D15204, doi:10.1029/2003JD004473.
Penner, J. E., L. Xu, and M. Wang, 2011: Satellite methods underestimate indirect climate forcing by aerosols. Proc. Natl. Acad. Sci., 108, 13404–13408, doi:10.1073/pnas.1018526108.
Regayre, L. A., and Coauthors, 2015: Uncertainty in the magnitude of aerosol-cloud radiative forcing over recent decade. Geophys. Res. Lett., 41, 9040–9049, doi:10.1002/2014GL062029.
Rienecker, M. M., and Coauthors, 2011: MERRA: NASA's modern-era retrospective analysis for research and applications. J. Climate, 24, 3624–3648, doi:10.1175/JCLI-D-11-00015.1.
Rossow, W. B., and R. A. Schiffer, 1991: ISCCP Cloud data products. Bull. Amer. Meteor. Soc., 72, 2–20, doi:10.1175/1520-0477(1991)072 <0002:ICDP>2.0.CO;2.
Rotstayn, L. D., and J. E. Penner, 2001: Indirect aerosol forcing, quasi forcing, and climate response. J. Climate, 14, 2960–2975, doi:10.1175/1520-0442(2001)014<2960:IAFQFA>2.0.CO;2.
Schmitt, R. W., 1995: The ocean component of the global water cycle. Rev. Geophys., 33, 1395–1409, doi:10.1029/95RG00184.
Shaw, G. E., 1983: Bio-controlled thermostasis involving the sulfur cycle. Climatic Change, 5, 297–303.
Sievering, H., J. Cainey, M. Harvey, J. McGregor, S. Nichol, and P. Quinn, 2004: Aerosol non-sea-salt sulfate in the remote marine boundary layer under clear-sky and normal cloudiness conditions: Ocean-derived biogenic alkalinity enhances sea-salt sulfate production by ozone oxidation. J. Geophys. Res., 109, D19317, doi:10.1029/2003JD004315.
Smith, T. M., and R. W. Reynolds, 2003: Extended reconstruction of global sea surface temperatures based on COADS data (1854-1997). J. Climate, 16, 1495–1510.
Song, C. H., and G. R. Carmichael, 2001: A three-dimensional modeling investigation of the evolution processes of dust and sea-salt particles in east Asia. J. Geophys. Res., 106, 18131–18154, doi:10.1029/2000JD-900352.
Tang, J., P. Wang, L. J. Mickley, X. Xia, H. Liao, X. Yue, L. Sun, and J. Xia, 2014: Positive relationship between liquid cloud droplet effective radius and aerosol optical depth over Eastern China from satellite data. Atmos. Environ., 84, 244–253, doi:10.1016/j.atmosenv.2013.08.024.
Tao, W.-K., J.-P. Chen, Z. Li, C. Wang, and C. Zhang, 2012: Impact of aerosols on convective clouds and precipitation. Rev. Geophys., 50, RG2001, doi:10.1029/2011RG000369.
Trenberth, K. E., 2011: Changes in precipitation with climate change. Climate Res., 47, 123–138, doi:10.3354/cr00953.
Twomey, S., 1977: The influence of pollution on the short wave albedo of clouds. J. Atmos. Sci., 34, 1149–1152, doi:10.1175/1520-0469(1977) 034<1149:TIOPOT>2.0.CO;2.
Twomey, S., M. Piepgrass, and T. L. Wolfe, 1984: An assessment of the impact of pollution on global cloud albedo. Tellus B., 36, 356–366, doi:10.1111/j.1600-0889.1984.tb00254.x.
Wang, Y., R. Zhang, and R. Saravanan, 2014: Asian pollution climatically modulates mid-latitude cyclones following hierarchical modelling and observational analysis. Nat. Commun., 5, 3098, doi:10.1038/ncomms4098.
Yeh, S.-W., W.-M. Kim, Y. H. Kim, B.-K. Moon, R. J. Park, and C.-K. Song, 2013: Changes in the variability of the North Pacific sea surface temperature caused by direct sulfate aerosol forcing in China in a coupled general circulation model. J. Geophys. Res., 118, 1261–1270, doi:10.1029/2012JD017947.
Yeh, S.-W., R. J. Park, M. J. Kim, J. Jeong, and C.-K. Song, 2015: Effect of anthropogenic sulphate aerosol in China on the drought in the westernto-central US. Sci. Rep.-UK, 5, 14305, doi: 10.1038/srep14305.
Yeh, S.-W., J. So, J.-W. Lee, M. J. Kim, J. I. Jeong, R. J. Park, 2017: Contributions of Asian pollution and SST forcings on precipitation change in the North Pacific. Atmos. Res., 119, 30–37, doi:10.1016/j.atmosres.2017.03.014.
Zhang, R., G. Li, J. Fan, D. L. Wu, and M. J. Molina, 2007: Intensification of Pacific storm track linked to Asian pollution. Proc. Natl. Acad. Sci., 104, 5295–5299, doi:10.1073/pnas.0700618104.
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So, J., Yeh, SW., Lee, JW. et al. Simple Analysis on the Relationship Between Sea Salt Aerosols and Precipitation in the North Pacific Ocean Using the Global Chemical Transport Model Simulation. Asia-Pacific J Atmos Sci 54, 179–186 (2018). https://doi.org/10.1007/s13143-018-0002-6
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DOI: https://doi.org/10.1007/s13143-018-0002-6