Impact of Environmental Aerosols on a Developing Extratropical Cyclone in the Superparameterized Community Atmosphere Model

Yi Lu School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, Georgia

Search for other papers by Yi Lu in
Current site
Google Scholar
PubMed
Close
and
Yi Deng School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, Georgia

Search for other papers by Yi Deng in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

The impacts of environmental aerosols on the growth of an extratropical cyclone in a realistic winter flow setting are investigated using the superparameterized Community Atmosphere Model (SP-CAM) where cloud-scale dynamics and thermodynamics are explicitly resolved. An examination of the results from 13 ensemble pairs suggests that the growth rate of the cyclone is temporarily reduced as a result of increased aerosol concentrations. A convection–advection–moisture self-adjustment (CAMS) mechanism of aerosol–cyclone interaction is proposed to explain this finding. Specifically, the weakened growth is unambiguously attributed to the weakening of the cold advection underneath the midtropospheric trough of the cyclone. The weakened cold advection is in turn driven by a decrease of the zonal temperature gradient that is tied to the reduced latent heating in the stratiform cloud region of the cyclone. Invigoration of convection ahead of the cold front by aerosols is found to be directly responsible for a suppressed moisture supply into the stratiform cloud region and thus the reduced latent heating there. The regional climate implications of these results are discussed. Also highlighted is the importance of incorporating aerosol microphysical effects on deep convection in any modeling effort that aims to understand aerosol–circulation interaction at the extratropics.

Corresponding author address: Yi Lu, School of Earth and Atmospheric Sciences, Georgia Institute of Technology, 311 Ferst Drive, Atlanta, GA 30332-0340. E-mail: yi.lu@eas.gatech.edu

Abstract

The impacts of environmental aerosols on the growth of an extratropical cyclone in a realistic winter flow setting are investigated using the superparameterized Community Atmosphere Model (SP-CAM) where cloud-scale dynamics and thermodynamics are explicitly resolved. An examination of the results from 13 ensemble pairs suggests that the growth rate of the cyclone is temporarily reduced as a result of increased aerosol concentrations. A convection–advection–moisture self-adjustment (CAMS) mechanism of aerosol–cyclone interaction is proposed to explain this finding. Specifically, the weakened growth is unambiguously attributed to the weakening of the cold advection underneath the midtropospheric trough of the cyclone. The weakened cold advection is in turn driven by a decrease of the zonal temperature gradient that is tied to the reduced latent heating in the stratiform cloud region of the cyclone. Invigoration of convection ahead of the cold front by aerosols is found to be directly responsible for a suppressed moisture supply into the stratiform cloud region and thus the reduced latent heating there. The regional climate implications of these results are discussed. Also highlighted is the importance of incorporating aerosol microphysical effects on deep convection in any modeling effort that aims to understand aerosol–circulation interaction at the extratropics.

Corresponding author address: Yi Lu, School of Earth and Atmospheric Sciences, Georgia Institute of Technology, 311 Ferst Drive, Atlanta, GA 30332-0340. E-mail: yi.lu@eas.gatech.edu
Save
  • 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, 10421047, doi:10.1126/science.288.5468.1042.

    • Search Google Scholar
    • Export Citation
  • Albrecht, B. A., 1989: Aerosols, cloud microphysics, and fractional cloudiness. Science, 245, 12271230, doi:10.1126/science.245.4923.1227.

    • Search Google Scholar
    • Export Citation
  • Andreae, M. O., D. Rosenfeld, P. Artaxo, A. A. Costa, G. P. Frank, K. M. Longo, and M. A. F. Silva-Dias, 2004: Smoking rain clouds over the Amazon. Science, 303, 13371342, doi:10.1126/science.1092779.

    • Search Google Scholar
    • Export Citation
  • Chang, E. K. M., S. Lee, and K. L. Swanson, 2002: Storm track dynamics. J. Climate, 15, 21632183, doi:10.1175/1520-0442(2002)015<02163:STD>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Chin, M., and Coauthors, 2004: Aerosol distribution in the Northern Hemisphere during ACE-Asia: Results from global model, satellite observations, and sun photometer measurements. J. Geophys. Res., 109, D23S90, doi:10.1029/2004JD004829.

    • Search Google Scholar
    • Export Citation
  • Deng, Y., and M. Mak, 2005: An idealized model study relevant to the dynamics of the midwinter minimum of the Pacific storm track. J. Atmos. Sci., 62, 12091225, doi:10.1175/JAS3400.1.

    • Search Google Scholar
    • Export Citation
  • Deng, Y., and M. Mak, 2006: Nature of the differences in the intraseasonal variability of the Pacific and Atlantic storm tracks: A diagnostic study. J. Atmos. Sci., 63, 26022615, doi:10.1175/JAS3749.1.

    • Search Google Scholar
    • Export Citation
  • Gustafson, W. I., L. K. Berg, R. C. Easter, and S. J. Ghan, 2008: The explicit-cloud parameterized-pollutant hybrid approach for aerosol–cloud interactions in multiscale modeling framework models: Tracer transport results. Environ. Res. Lett., 3, 025005, doi:10.1088/1748-9326/3/2/025005.

    • Search Google Scholar
    • Export Citation
  • Huang, J., B. Lin, P. Minnis, T. Wang, X. Wang, Y. Hu, Y. Yi, and J. K. Ayers, 2006a: Satellite-based assessment of possible dust aerosols semi-direct effect on cloud water path over East Asia. Geophys. Res. Lett., 33, L19802, doi:10.1029/2006GL026561.

    • Search Google Scholar
    • Export Citation
  • Huang, J., P. Minnis, B. Lin, T. Wang, Y. Yi, Y. Hu, A. Sun-Mack, and K. Ayers, 2006b: Possible influences of Asian dust aerosols on cloud properties and radiative forcing observed from MODIS and CERES. Geophys. Res. Lett., 33, L06824, doi:10.1029/2005GL024724.

    • Search Google Scholar
    • Export Citation
  • Huang, J., P. Minnis, H. Yan, Y. Yi, B. Chen, L. Zhang, and J. Ayers, 2010: Dust aerosol effect on semi-arid climate over northwest China detected from A-Train satellite measurements. Atmos. Chem. Phys., 10, 68636872, doi:10.5194/acp-10-6863-2010.

    • Search Google Scholar
    • Export Citation
  • Huebert, B. J., T. Bates, P. B. Russell, G. Shi, Y. J. Kim, K. Kawamura, G. Carmichael, and T. Nakajima, 2003: An overview of ACE-Asia: Strategies for quantifying the relationships between Asian aerosols and their climatic impacts. J. Geophys. Res., 108, 8633, doi:10.1029/2003JD003550.

    • Search Google Scholar
    • Export Citation
  • Hurrell, J. W., J. J. Hack, D. Shea, J. M. Caron, and J. Rosinski, 2008: A new sea surface temperature and sea ice boundary dataset for the Community Atmosphere Model. J. Climate, 21, 51455153, doi:10.1175/2008JCLI2292.1.

    • Search Google Scholar
    • Export Citation
  • Igel, A. L., S. C. van den Heever, C. M. Naud, S. M. Saleeby, and D. J. Posselt, 2013: Sensitivity of warm-frontal processes to cloud-nucleating aerosol concentrations. J. Atmos. Sci., 70, 17681783, doi:10.1175/JAS-D-12-0170.1.

    • Search Google Scholar
    • Export Citation
  • Jackson, R. C., and Coauthors, 2012: The dependence of ice microphysics on aerosol concentration in arctic mixed-phase stratus clouds during ISDAC and M-PACE. J. Geophys. Res., 117, D15207, doi:10.1029/2012JD017668.

    • Search Google Scholar
    • Export Citation
  • Jiang, J. H., H. Su, S. T. Massie, P. R. Colarco, M. R. Schoeberl, and S. Platnick, 2009: Aerosol-CO relationship and aerosol effect on ice cloud particle size: Analyses from Aura Microwave Limb Sounder and Aqua Moderate Resolution Imaging Spectroradiometer observations. J. Geophys. Res., 114, D20207, doi:10.1029/2009JD012421.

    • Search Google Scholar
    • Export Citation
  • Khairoutdinov, M. F., and D. A. Randall, 2003: Cloud resolving modeling of the ARM summer 1997 IOP: Model formulation, results, uncertainties, and sensitivities. J. Atmos. Sci., 60, 607625, doi:10.1175/1520-0469(2003)060<0607:CRMOTA>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Li, G., Y. Wang, and R. Zhang, 2008: Implementation of a two-moment bulk microphysics scheme to the WRF Model to investigate aerosol-cloud interaction. J. Geophys. Res., 113, D15211, doi:10.1029/2007JD009361.

    • Search Google Scholar
    • Export Citation
  • Li, Z., F. Niu, J. Fan, Y. Liu, D. Rosenfeld, and Y. Ding, 2011: Long-term impacts of aerosols on the vertical development of clouds and precipitation. Nat. Geosci., 4, 888894, doi:10.1038/ngeo1313.

    • Search Google Scholar
    • Export Citation
  • Liu, X., and Coauthors, 2012: Toward a minimal representation of aerosols in climate models: Description and evaluation in the community atmosphere model CAM5. Geosci. Model Dev., 5, 709739, doi:10.5194/gmd-5-709-2012.

    • Search Google Scholar
    • Export Citation
  • Lu, Y., and Y. Deng, 2015: Initial transient response of an intensifying baroclinic wave to increases in cloud droplet number concentration. J. Climate, 28, 96699677, doi:10.1175/JCLI-D-15-0251.1.

    • Search Google Scholar
    • Export Citation
  • Mak, M., and Y. Deng, 2007: Diagnostic and dynamical analyses of two outstanding aspects of storm tracks. Dyn. Atmos. Oceans, 43, 8099, doi:10.1016/j.dynatmoce.2006.06.004.

    • Search Google Scholar
    • Export Citation
  • Min, Q.-L., R. Li, B. Lin, E. Joseph, S. Wang, Y. Hu, V. Morris, and F. Chang, 2009: Evidence of mineral dust altering cloud microphysics and precipitation. Atmos. Chem. Phys., 9, 32233231, doi:10.5194/acp-9-3223-2009.

    • Search Google Scholar
    • Export Citation
  • Min, Q.-L., R. Li, B. Lin, E. Joseph, V. Morris, Y. Hu, S. W. Li, and S. Wang, 2014: Impacts of mineral dust on ice clouds in tropical deep convection systems. Atmos. Res., 143, 6472, doi:10.1016/j.atmosres.2014.01.026.

    • Search Google Scholar
    • Export Citation
  • Mlawer, E. J., S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, 1997: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. J. Geophys. Res., 102, 16 66316 682, doi:10.1029/97JD00237.

    • Search Google Scholar
    • Export Citation
  • Morrison, H., J. A. Curry, and V. I. Khvorostyanov, 2005: A new double-moment microphysics parameterization for application in cloud and climate models. Part I: Description. J. Atmos. Sci., 62, 16651677, doi:10.1175/JAS3446.1.

    • Search Google Scholar
    • Export Citation
  • Ou, S. S. C., K. N. Liou, X. Wang, R. Hansell, R. Lefevre, and S. Cocks, 2009: Satellite remote sensing of dust aerosol indirect effects on ice cloud formation. Appl. Opt., 48, 633642, doi:10.1364/AO.48.000633.

    • Search Google Scholar
    • Export Citation
  • Peixoto, J. P., and A. H. Oort, 1992: Physics of Climate. American Institute of Physics, 520 pp.

  • Rosenfeld, D., Y. Rudich, and R. Lahav, 2001: Desert dust suppressing precipitation: A possible desertification feedback loop. Proc. Natl. Acad. Sci. USA, 98, 59755980, doi:10.1073/pnas.101122798.

    • Search Google Scholar
    • Export Citation
  • Rosenfeld, D., U. Lohmann, G. B. Raga, C. D. O’Dowd, M. Kulmala, S. Fuzzi, A. Reissell, and M. O. Andreae, 2008: Flood or drought: How do aerosols affect precipitation? Science, 321, 13091313, doi:10.1126/science.1160606.

    • Search Google Scholar
    • Export Citation
  • Schneider, T., K. L. Smith, P. A. O’Gorman, and C. C. Walker, 2006: A climatology of tropospheric zonal-mean water vapor fields and fluxes in isentropic coordinates. J. Climate, 19, 59185933, doi:10.1175/JCLI3931.1.

    • Search Google Scholar
    • Export Citation
  • Thompson, G., and T. Eidhammer, 2014: A study of aerosol impacts on clouds and precipitation development in a large winter cyclone. J. Atmos. Sci., 71, 36363658, doi:10.1175/JAS-D-13-0305.1.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., and D. P. Stepaniak, 2003: Covariability of components of poleward atmospheric energy transports on seasonal and interannual timescales. J. Climate, 16, 36913705, doi:10.1175/1520-0442(2003)016<3691:COCOPA>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Twomey, S., 1977: The influence of pollution on the shortwave albedo of clouds. J. Atmos. Sci., 34, 11491152, doi:10.1175/1520-0469(1977)034<1149:TIOPOT>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Wang, M., and Coauthors, 2011: The multi-scale aerosol-climate model PNNL-MMF: Model description and evaluation. Geosci. Model Dev., 4, 137168, doi:10.5194/gmd-4-137-2011.

    • Search Google Scholar
    • Export Citation
  • Wang, Y., K.-H. Lee, Y. Lin, M. Levy, and R. Zhang, 2014a: Distinct effects of anthropogenic aerosols on tropical cyclones. Nat. Climate Change, 4, 368373, doi:10.1038/nclimate2144.

    • Search Google Scholar
    • Export Citation
  • Wang, Y., and Coauthors, 2014b: Assessing the effects of anthropogenic aerosols on Pacific storm track using a multiscale global climate model. Proc. Natl. Acad. Sci. USA, 111, 68946899, doi:10.1073/pnas.1403364111.

    • Search Google Scholar
    • Export Citation
  • Yu, H., L. A. Remer, M. Chin, H. Bian, R. G. Kleidman, and T. Diehl, 2008: A satellite-based assessment of transpacific transport of pollution aerosol. J. Geophys. Res., 113, D14S12, doi:10.1029/2007JD009349.

    • Search Google Scholar
    • Export Citation
  • 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. USA, 104, 52955299, doi:10.1073/pnas.0700618104.

    • Search Google Scholar
    • Export Citation
  • Zhou, R., and Y. Deng, 2013: A model analysis of the interactions between East Asian anthropogenic aerosols and North Pacific atmospheric transients in boreal winter. J. Geophys. Res. Atmos., 118, 306316, doi:10.1029/2012JD018649.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 976 706 30
PDF Downloads 224 76 2