Development of mixed-phase clouds from multiple aerosol size distributions and the effect of the clouds on aerosol removal

Journal of Geophysical Research: Atmospheres

Volumn 108, Issue 8, 2003, Pages

  Jacobson, Mark Z ^a  

^a Stanford University   (United States)

Author keywords

Aerosol cloud interactions; Cloud microphysics; Coagulation; Condensation; Evaporation; Freezing

Indexed keywords

AEROSOL; COAGULATION; CONDENSATION; EVAPORATION; FREEZING; PARTICLE SIZE; SIZE DISTRIBUTION;

EID: 1642305715     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2002jd002691     Document Type: Article

References (94)

1. Ackerman, A. S., O. B. Toon, and P. V. Hobbs, A model for particle microphysics, turbulent mixing, and radiative transfer in the stratocumulus-topped marine boundary layer and comparisons with measurements, J. Atmos. Sci., 52, 1204-1236, 1995.
2. Arakawa, A., and V. R. Lamb, Computational design of the basic dynamical processes of the UCLA general circulation model, Methods Comput. Phys., 17, 174-265, 1977.
3. Arakawa, A., and W. H. Schubert, Interaction of cumulus cloud ensemble with the large-scale environment, part I, J. Atmos. Sci., 31, 674-701, 1974.
4. Barth, M. C., D. A. Hegg, and P. V. Hobbs, Numerical modeling of cloud and precipitation chemistry associated with two rainbands and some comparisons with observations, J. Geophys. Res., 97, 5825-5845, 1992.
5. Barth, M. C., A. L. Stuart, and W. C. Skamarock. Numerical simulations of the July 10 stratospheric-tropospheric experiment: Radiation, aerosols, and ozone/deep convection storm: Redistribution of soluble tracers, J. Geophys. Res., 106, 12, 381-12,400, 2001.
6. Beard, K. V., Terminal velocity and shape of cloud and precipitation drops aloft, J. Atmos. Sci., 33, 851 -864, 1976.
7. Beard, K. V., and S. N. Grover, Numerical collision efficiencies for small raindrops colliding with micron size particles, J. Atmos. Sci., 31, 543-550, 1974.
8. Beard, K. V., and H. T. Ochs III, Collection and coalescence efficiencies for accretion, J. Geophys. Res., 89, 7165-7169, 1984.
9. Beard, K. V., and H. R. Pruppacher, A wind tunnel investigation of the rate of evaporation of small water drops falling at terminal velocity in air, J. Atmos. Sci., 28, 1455- 1464, 1971.
10. Betts, A. K., and M. J. Miller, A new convective adjustment scheme, part II, Single column tests using GATE wave, BOMEX, ATEX, and Arctic airmass data, Q. J. R. Meteorol. Soc., 112, 693-709, 1986.
11. Bigg, E. K., The formation of atmospheric ice crystals by the freezing of droplets, Q. J. R. Meteorol. Soc., 79, 510-519, 1953.
12. Bott, A., A flux method for the numerical solution of the stochastic collection equation: Extension to two-dimensional particle distributions, J. Atmos. Sci., 57, 284-294, 2000.
13. Boucher, O., and U. Lohmann, The sulfate-CCN-cloud albedo effect, Tellus, Ser. B, 47,281-300, 1995.
14. Chen, J.-P., and D. Lamb, Simulation of cloud microphysical and chemical processes using a multicomponent framework, Part I, Description of the microphysical model, J. Atmos. Sci., 51, 2613-2630, 1994.
15. Chen, J.-P., and D. Lamb, Simulation of cloud microphysical and chemical processes using a multicomponent framework, part II, Microphysical evolution of a wintertime orographic cloud, J. Atmos. Sci., 56, 2293-2312, 1999.
16. Chuang, C. C., and J. E. Penner, Effects of anthropogenic sulfate on cloud drop nucleation and optical properties, Tellus, Ser. B, 47, 566-577, 1995.
17. Danielsen, E. F., R. Bleck, and D. A Morris, Hail growth by stochastic collection in a cumulus model, J. Atmos. Sci., 29, 135- 155, 1972.
18. Ding, P., and D. A. Randall, A cumulus parameterization with multiple cloud base levels, J. Geophys. Res., 103, 11,341-11,353, 1998.
19. Facchini, M. C., M. Mircea, S. Fuzzi, and R. J. Charlson, Cloud albedo enhancement by surface-active organic solutes in growing droplets, Nature, 401, 257-259, 1999.
20. Feingold, G., S. M. Kreidenweis, B. Stevens, and W. R. Cotton, Numerical simulations of stratocumulus processing of cloud condensation nuclei through collision-coalescence, J. Geophys. Res., 101, 21,391-21,402, 1996.
21. Feingold, G., S. M. Kreidenweis, and Y. Zhang, Stratocumulus processing of gases and cloud condensation nuclei, 1, Trajectory ensemble model, J. Geophys. Res., 103, 19,527-19,542, 1998.
22. Ferrier, B. S., A double-moment multiple-phase four-class bulk ice scheme, part I, Description, J. Atmos. Sci., 51, 249-280, 1994.
23. Flossmann, A. I., W. D. Hall, and H. R. Pruppacher, A theoretical study of the wet removal of atmospheric pollutants, part I, The redistribution of aerosol particles captured through nucleation and impaction scavenging by growing cloud drops, J. Atmos. Sci., 42, 582-606, 1985.
24. Fowler, L. D., D. A. Randall, and S. A. Rutledge, Liquid and cloud ice microphysics in the CSU GCM, part I, Model description and simulated microphysical processes, J. Clim., 9, 489-529, 1996.
25. Fuchs, N. A., The Mechanics of Aerosols, translated by R. E. Daisley and M. Fuchs, Pergamon, New York, 1964.
26. Ghan, S., R. Easter, J. Hudson, and F.-M. Breon, Evaluation of aerosol indirect radiative forcing in MIRAGE, J. Geophys. Res., 106, 5317-5334, 2001.
27. Grell, G. A., Y.-H. Kuo, and R. J. Pasch, Semiprognostic tests of cumulus parameterization schemes in middle latitudes, Mon. Weather Rev., 119, 5-31, 1991.
28. Guriciullo, C. S., and S. N. Pandis, Effect of composition variations in cloud droplet populations on aqueous chemistry, J. Geophys. Res., 102, 9375-9385, 1997.
29. Hall, W. D., A detailed microphysical model within a two-dimensional dynamic framework: Model description and preliminary results, J. Atmos. Sci., 37, 2486-2507, 1990.
30. Hegg, D. A., S. A. Rutledge, and P. V. Hobbs, A numerical model for sulfur chemistry in warm-frontal rainbands, J. Geophys. Res., 89, 7133-7147, 1984.
31. Hegg, D. A., S. A. Rutledge, P. V. Hobbs, M. C. Barth, and O. Hertzman, The chemistry of a mesoscale rainband, Q. J. R. Meteorol. Soc., 115, 867-886, 1989.
32. Hoffmann, M. R., and J. G. Calvert, Chemical transformation modules for Eulerian acid deposition modules, vol. 2, The aqueous-phase chemistry (EPA/600/3-85/017), U.S. Environ. Prot. Agency, Research Triangle Park, N. C., 1985.
33. Hounslow, M. J., R. L. Ryall, and V. R. Marshall, A discretized population balance for nucleation, growth, and aggregation, AIChE J., 34, 1821-1832, 1988.
34. Jacobson, M. Z., Development and application of a new air pollution modeling system, pan II, Aerosol module structure and design, Atmos. Environ., 31, 131-144, 1997a.
35. Jacobson, M. Z., Numerical techniques to solve condensational and dissolutional growth equations when growth is coupled to reversible reactions, Aerosol Sci. Technol., 27, 491-498, 1997b.
36. Jacobson, M. Z., Fundamentals of Atmospheric Modeling, Cambridge Univ. Press, New York, 1999.
37. Jacobson, M. Z., GATOR-GCMM: A global through urban scale air pollution and weather forecast model, 1, Model design and treatment of subgrid soil, vegetation, roads, rooftops, water, sea ice, and snow, J. Geophys. Res., 106, 5385-5402, 2001.
38. Jacobson, M. Z., Control of fossil-fuel particulate black carbon plus organic matter, possibly the most effective method of slowing global warming, J. Geophys. Res., 107(D19), 4410, 10.1029/2001JD001376, 2002a.
39. Jacobson, M. Z., Analysis of aerosol interactions with numerical techniques for solving coagulation, nucleation, condensation, dissolution, and reversible chemistry among multiple size distributions, J. Geophys. Res., 107(D19), 4366, 10.1029/2001JD002044, 2002b.
40. Jacobson, M. Z., R. P. Turco, E. J. Jensen, and O. B. Toon, Modeling coagulation among particles of different composition and size, Atmos. Environ. Part A, 28, 1327-1338, 1994.
41. Jones, A., D. L. Roberts, M. J. Woodage, and C. E. Johnson, Indirect sulphate aerosol forcing in a climate model with an interactive sulphur cycle, J. Geophys. Res., 106, 20,293-20,310, 2001.
42. Kogan, Y. L., The simulation of a convective cloud in a 3-D model with explicit microphysics, part I, Model description and sensitivity experiments, J. Atmos. Sci., 48, 1160-1189, 1991.
43. Kogan, Z. N., Y. L. Kogan, and D. K. Lilly, Cloud factor and seasonality of the indirect effect of anthropogenic sulfate aerosols, J. Geophys. Res., 102, 25,927-25,939, 1997.
44. Kreidenweis, S. M., Y. Zhang, and G. R. Taylor, The effects of clouds on aerosol and chemical species production and distribution, 2, Chemistry model description and sensitivity analysis, J. Geophys. Res., 102, 23,867-23,882, 1997.
45. 2 oxidation in clouds: Comparison of several models, J. Geophys. Res., 108(D7), 4213, doi:10.1029/2002JD002697, 2003.
46. Kuo, H. L., Further studies of the parameterization of the influence of cumulus convection on largescale flow, J. Atmos. Sci., 31, 1232-1240, 1974.
47. Langner, J., and H. Rodhe, A global three-dimensional model of the tropospheric sulfur cycle, J. Atmos. Chem., 13, 225-263, 1991.
48. Lee, I. Y., Comparison of cloud microphysics parameterizations for simulation of mesoscale clouds and precipitation, Atmos. Environ. Part A, 26, 2699-2712, 1992.
49. Lee, I. Y., and H. M. Park, Comparison of microphysics parameterizations in a three-dimensional dynamic cloud model, Atmos. Environ., 28, 1615-1625, 1994.
50. Li, Z., A. L. Williams, and M. J. Rood, Influence of soluble surfactant properties on the activation of aerosol particles containing inorganic solute, J. Atmos. Sci., 55, 1859-1866, 1998.
51. Liang, J., and M. Z. Jacobson, A study of sulfur dioxide oxidation pathways over a range of liquid water contents, pH values, and temperatures, J. Geophys. Res., 104, 13,749-13,769, 1999.
52. List, R., and J. R. Gillespie, Evolution of raindrop spectra with collision-induced breakup, J. Atmos. Sci., 33, 2007-2013, 1976.
53. Lister, J. D., D. J. Smit, and M. J. Hounslow, Adjustable discretized population balance for growth and aggregation, AIChE J., 41, 591-603, 1995.
54. Liu, X., and W. Seidl, Modeling study of cloud droplet nucleation and incloud sulfate production during the sanitation of the atmosphere (SANA) 2 campaign, J. Geophys. Res., 103, 16,145-16,158, 1998.
55. Lohmann, U., Possible aerosol effects on ice clouds via contact nucleation, J. Atmos. Sci., 59, 647-656, 2002.
56. Lohmann, U., J. Feichter, J. Penner, and R. Leaitch, Indirect effect of sulfate and carbonaceous aerosols: A mechanistic treatment, J. Geophys. Res., 105, 12,193-12,206, 2000.
57. Lu, R., and R. P. Turco, Air pollutant transport in a coastal environment, part I, Two-dimensional simulations of sea-breeze and mountain effects, J. Atmos. Sci., 51, 2285-2308, 1994.
58. Manabe, S., and J. L. Holloway Jr., Simulation of climate by a global general circulation model. Hydrologic cycle and heat balance, Mon. Weather Rev., 99, 335-369, 1971.
59. Mari, C., D. J. Jacob, and P. Bechtold, Transport and scavenging of soluble gases in a deep convective cloud, J. Geophys. Res., 105, 22,255-22,267, 2000.
60. Martin, J. J., P. K. Wang, and H. R. Pruppacher, A theoretical study of the effect of electric charges on the efficiency with which aerosol particles are collected by ice crystal plates, J. Colloid Interface Sci., 78, 44-56, 1980.
61. Mellor, G. L., and T. Yamada, Development of a turbulence closure model for geophysical fluid problems, Rev. Geophys. Space Phys., 20, 851-875, 1982.
62. Menon, S., A. D. Del Genio, D. Koch, and G. Tselioudis, GCM simulations of the aerosol indirect effect: Sensitivity to cloud parameterization and aerosol burden, J. Atmos. Sci., 59, 692-713, 2002.
63. Meyers, M. P., P. J. DeMott, and W. R. Cotton, New primary ice-nucleation parameterization in an explicit cloud model, J. Appl. Meteorol., 31, 708-721, 1992.
64. Mordy, W., Computations of the growth by condensation of a population of cloud droplets, Tellus, II, 16-44, 1959.
65. Orville, H. D., and F. J. Kopp, Numerical simulations of the history of a hailstorm, J. Atmos. Sci., 34, 1596- 1618, 1977.
66. Ovtchinnikov, M., and Y. L. Kogan, An investigation of ice production mechanisms in small cumuliform clouds, using a 3D model with explicit microphysics, part I, Model description, J. Atmos. Sci., 57, 2989-3003, 2000.
67. Pham, M., J.-F. Muller, G. P. Brasseur, C. Granier, and G. Megie, A three-dimensional study of the tropospheric sulfur cycle, J. Geophys. Res., 100, 26,061-26,092, 1995.
68. Pitter, R. L., and H. R. Pruppacher, A wind tunnel investigation of freezing of small water drops falling at terminal velocity in air, Q. J. R. Meterol. Soc., 99, 540-550, 1973.
69. Pruppacher, H. R., and J. D. Klett, Microphysics of Clouds and Precipitation, 2nd ed., Kluwer Acad., Norwell, Mass., 1997.
70. Pruppacher, H. R., and R. Rasmussen, A wind tunnel investigation of the rate off evaporation of large water drops falling at terminal velocity in air, J. Atmos. Sci., 36, 1255-1260, 1979.
71. Rasmussen, R., and H. R. Pruppacher, A wind tunnel and theoretical study of the melting behavior of atmospheric ice particles, part I, A wind tunnel study of frozen drops of radius <500 mm, J. Atmos. Sci., 39, 152-158, 1982.
72. Rasmussen, R., M. V. Levizzani, and H. R. Pruppacher, A wind tunnel and theoretical study of the melting behavior of atmospheric ice particles, part II, A theoretical study for frozen drops of radius <500 mm, J. Atmos. Sci., 41, 374-380, 1984.
73. Reisin, T., Z. Levin, and S. Tzivion, Rain production in convective clouds as simulated in an axisymmetric model with detailed microphysics, part I, Description of the model, J. Atmos. Sci., 53, 497-519, 1996.
74. Rotstayn, L. D., and J. E. Penner, Indirect aerosol forcing, quasi forcing, and climate response, J. Clim., 14, 2960-2975, 2001.
75. Slingo, J., The development and verification of a cloud prediction scheme for the ECMW model, Q. J. R. Meteorol. Soc., 113, 899-927, 1987.
76. Stuart, A. L., Volatile chemical partitioning during cloud hydrometeor freezing and its effects on tropospheric chemical distributions, Ph.D. thesis, Stanford Univ., Calif., 2002.
77. Sud, Y. C., and G. K. Walker, Microphysics of clouds with the relaxed Arakawa-Schubert scheme (McRAS), part I, Design and evaluation with GATE phase III data, J. Atmos. Sci., 56, 3196-3220, 1999.
78. Sundqvist, H., A parameterization of non-convective condensation including prediction of cloud water content, Q. J. R. Meteorol. Soc., 104, 677-690, 1978.
79. Tabazadeh, A., Y. S. Djikaev, and H. Reiss, Surface crystallization of supercooled water in clouds, Proc. Natl. Acad. Sci. U.S.A., in press, 2003.
80. Tang, I., Thermodynamic and optical properties of mixed-salt aerosols of atmospheric importance, J. Geophys. Res., 102, 1883-1893, 1997.
81. Taylor, G. R., S. Kreidenweis, and Y. Zhang, The effects of clouds on aerosol and chemical species production and distribution, 1, Cloud model formulation, mixing, and detrainment, J. Geophys. Res., 102, 23,851-23,865, 1997.
82. Tiedtke, M., Representation of clouds in large-scale models, Mon. Weather Rev., 121, 3040-3061, 1993.
83. Turco, R. P., O. B. Toon, R. C. Whitten, R. G. Keesee, and D. Hollenbach, Noctilucent clouds: Simulation studies of their genesis, properties and global influences, Planet. Space Sci., 30, 1147-1181, 1982.
84. Tzivion, S., G. Feingold, and Z. Levin, An efficient numerical solution to the stochastic collection equation, J. Atmos. Sci., 44, 3139-3149, 1987.
85. Tzivion, S., G. Feingold, and Z. Levin, The evolution of raindrop spectra, part II, Collisional collection/breakup and evaporation in a rainshaft, J. Atmos. Sci., 46, 3312-3327, 1989.
86. Tzivion, S., T. Reisin, and Z. Levin, Numerical simulation of hygroscopic seeding in a convective cloud, J. Appl. Meteorol., 33, 252-267, 1994.
87. Vali, G., Quantitative evaluation of experimental results on the heterogeneous freezing nucleation of supercooled liquids, J. Atmos. Sci., 28, 402-409, 1971.
88. Walcek, C. J., and G. R. Taylor, A theoretical method for computing vertical distributions of acidity and sulfate production within cumulus clouds, J. Atmos. Sci., 43, 339-355, 1986.
89. Walko, R. L., W. R. Cotton, M. P. Meyers, and J. Y. Harrington, New RAMS cloud microphysics parameterization, part I, The single-moment scheme, Atmos. Res., 38, 29-62, 1995.
90. Wang, C., and J. S. Chang, A three-dimensional numerical model of cloud dynamics, microphysics, and chemistry, 1, Concepts and formulation, J. Geophys. Res., 98, 14,827-14,844, 1993.
91. Wang, P. K., S. N. Grover, and H. R. Pruppacher, On the effect of electric charges on the scavenging of aerosol particles by clouds and small raindrops, J. Atmos. Sci., 35, 1735-1743, 1978.
92. Wang, S., Defining marine boundary layer clouds with a prognostic scheme, Mon. Weather Rev., 124, 1817-1833, 1996.
93. Xu, K.-M., and D. A. Randall, A semiempirical cloudiness parameterization for use in climate models, J. Atmos. Sci., 53, 3084-3102, 1996.
94. Zhang, Y., S. M. Kreidenweis, and G. Feingold, Stratocumulus processing of gases and cloud condensation nuclei, 2, Chemistry sensitivity analysis, J. Geophys. Res., 104, 16,061-16,080, 1999.