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Aerosol Effects on the Stratocumulus and Evaluations of Microphysics

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Aerosol-Cloud Interactions from Urban, Regional, to Global Scales

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Abstract

This study aims at assessing the aerosol effects on the maritime stratocumulus (Sc) clouds and improving the cloud microphysical schemes for more realistic simulations of aerosol and cloud properties in regional and climate models. The double-moment Morrison bulk microphysical scheme presently implemented in the WRF model (Morrison et al. 2005) has been modified by replacing the prescribed aerosols in the original bulk scheme (Bulk-OR) with a prognostic double-moment aerosol representation (Bulk-2M). Furthermore, the impacts of the parameterizations of droplet diffusional growth and autoconversion and the selection of the embryonic raindrop radius on the performance of the bulk microphysical scheme have also been evaluated by the field observations and spectral bin microphysics (SBM) simulations. A maritime Sc system has been investigated over the Southeast Pacific Ocean from an international program, VAMOS Ocean-Cloud-Atmosphere-Land Study (VOCALS), the major goal of which is to advance the scientific understanding of land-ocean-atmosphere coupled system over the Southeast Pacific region. The warm Sc system is selected because the microphysical and dynamical processes are relatively simple to identify the differences between bulk and SBM microphysics and to evaluate the causes and effects of different treatments in the microphysics.

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References

  • Abdul-Razzak H, Ghan SJ, Rivera-Carpio C (1998) A parameterization of aerosol activation-1. Single aerosol type. J Geophys Res 103(D6):6123–6131

    Google Scholar 

  • Bretherton CS, Wood R, George RC, Leon D, Allen G, Zheng X (2010) Southeast Pacific stratocumulus clouds, precipitation and boundary layer structure sampled along 20° S during VOCALS-REx. Atmos Chem Phys 10(21):10639–10654

    Google Scholar 

  • Comstock KK, Wood R, Yuter SE, Bretherton CS (2004) Reflectivity and rain rate in and below drizzling stratocumulus. Q J R Meteorol Soc 130(603):2891–2918

    Article  Google Scholar 

  • Fan JW, Ovtchinnikov M, Comstock JM, McFarlane SA, Khain A (2009) Ice formation in Arctic mixed-phase clouds: insights from a 3-D cloud-resolving model with size-resolved aerosol and cloud microphysics. J Geophys Res 114. doi:10.1029/2008JD010782

  • Franklin CN (2008) A warm rain microphysics parameterization that includes the effect of turbulence. J Atmos Sci 65(6):1795–1816

    Article  Google Scholar 

  • Franklin CN, Vaillancourt PA, Yau MK (2007) Statistics and parameterizations of the effect of turbulence on the geometric collision kernel of cloud droplets. J Atmos Sci 64(3):938–954

    Article  Google Scholar 

  • Hong S-Y, Noh Y, Dudhia J (2006) A new vertical diffusion package with an explicit treatment of entrainment processes. Mon Weather Rev 134:2318–2341

    Article  Google Scholar 

  • Khain AP, Leung LR, Lynn B, Ghan S (2009) Effects of aerosols on the dynamics and microphysics of squall lines simulated by spectral bin and bulk parameterization schemes. J Geophys Res 114:D22

    Google Scholar 

  • Khairoutdinov M, Kogan Y (2000) A new cloud physics parameterization in a large-eddy simulation model of marine stratocumulus. Mon Weather Rev 128(1):229–243

    Article  Google Scholar 

  • L’Ecuyer TS, Berg W, Haynes J, Lebsock M, Takemura T (2009) Global observations of aerosol impacts on precipitation occurrence in warm maritime clouds. J Geophys Res 114:D9

    Google Scholar 

  • Lebo ZJ, Morrison H, Seinfeld JH (2012) Are simulated aerosol-induced effects on deep convective clouds strongly dependent on saturation adjustment? Atmos Chem Phys 12(20):9941–9964

    Article  Google Scholar 

  • Li G, Wang Y, Zhang R (2008) Implementation of a two-moment bulk microphysics scheme to the WRF model to investigate aerosol-cloud interaction. J Geophys Res 113(D15):D15211

    Article  Google Scholar 

  • Li X, Tao W-K, Khain AP, Simpson J, Johnson DE (2009) Sensitivity of a cloud-resolving model to bulk and explicit bin microphysical schemes. Part II: Cloud microphysics and storm dynamics interactions. J Atmos Sci 66(1):22–40

    Article  Google Scholar 

  • Liu YG, Daum PH (2004) Parameterization of the autoconversion process. Part I: Analytical formulation of the Kessler-type parameterizations. J Atmos Sci 61(13):1539–1548

    Google Scholar 

  • Liu YG, Daum PH, McGraw R (2004) An analytical expression for predicting the critical radius in the autoconversion parameterization. Geophys Res Letts 31(6)

    Google Scholar 

  • Morrison H, Curry JA, Khvorostyanov VI (2005) A new double-moment microphysics parameterization for application in cloud and climate models. Part I: Description. J Atmos Sci 62(6):1665–1677

    Article  Google Scholar 

  • Morrison H et al (2011) Intercomparison of cloud model simulations of Arctic mixed-phase boundary layer clouds observed during SHEBA/FIRE-ACE. J Adv Model Earth Syst 3:M06003. doi:10.1029/2011MS000066

  • Seifert A, Beheng KD (2001) A double-moment parameterization for simulating autoconversion, accretion and selfcollection. Atmos Res 59:265–281

    Article  Google Scholar 

  • Wang H, Feingold G, Wood R, Kazil J (2010) Modelling microphysical and meteorological controls on precipitation and cloud cellular structures in Southeast Pacific stratocumulus. Atmos Chem Phys 10(13):6347–6362

    Article  Google Scholar 

  • Wang Y, Fan J, Zhang R, Leung R, Franklin C (2013) Improving bulk microphysics parameterizations in simulations of aerosol indirect effects. J Geophys Res 118:1–19

    Google Scholar 

  • Wood R (2012) Stratocumulus clouds. Mon Weather Rev 140(8):2373–2423

    Article  Google Scholar 

  • Yang Q, Gustafson JWI, Fast JD, Wang H, Easter RC, Morrison H, Lee YN, Chapman EG, Spak SN, Mena-Carrasco MA (2011) Assessing regional scale predictions of aerosols, marine stratocumulus, and their interactions during VOCALS-REx using WRF-Chem. Atmos Chem Phys 11(23):11951–11975

    Article  Google Scholar 

  • Zhao C et al (2006) Aircraft measurements of cloud droplet spectral dispersion and implications for indirect aerosol radiative forcing. Geophys Res Lett 33:L16809

    Article  Google Scholar 

  • Zheng X et al (2011) Observations of the boundary layer, cloud, and aerosol variability in the southeast Pacific near-coastal marine stratocumulus during VOCALS-REx. Atmos Chem Phys 11(18):9943–9959

    Article  Google Scholar 

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Correspondence to Yuan Wang .

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Wang, Y. (2015). Aerosol Effects on the Stratocumulus and Evaluations of Microphysics. In: Aerosol-Cloud Interactions from Urban, Regional, to Global Scales. Springer Theses. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47175-3_4

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