Immersion freezing of supermicron mineral dust particles: Freezing results, testing different schemes for describing ice nucleation, and ice nucleation active site densities

Journal of Physical Chemistry A

Volumn 119, Issue 19, 2015, Pages 4358-4372

  Wheeler, M J ^a   Mason, R H ^a   Steunenberg, K ^a   Wagstaff, M ^a   Chou, C ^a   Bertram, A K ^a  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COOLING; DUST; FREEZING; KAOLINITE; MINERALS; NUCLEATION;

ACTIVE SITE DENSITY; ATMOSPHERIC MODEL; ATMOSPHERIC SIMULATIONS; CHI-SQUARED VALUE; DETERMINISTIC MODELING; FREEZING TEMPERATURES; IMMERSION FREEZING; MINERAL DUST PARTICLES;

ICE;

EID: 84929358985     PISSN: 10895639     EISSN: 15205215     Source Type: Journal    
DOI: 10.1021/jp507875q     Document Type: Article

References (93)

1. DeMott, P. J.; Prenni, A. J.; Liu, X.; Kreidenweis, S. M.; Petters, M. D.; Twohy, C. H.; Richardson, M. S.; Eidhammer, T.; Rogers, D. C. Predicting Global Atmospheric Ice Nuclei Distributions and Their Impacts on Climate Proc. Natl. Acad. Sci. U. S. A. 2010, 107, 11217-11222
2. Denman, K.; Brasseur, G.; Chidthaisong, A.; Cox, P.; Dickinson, R.; Hauglustaine, D.; Heinze, C.; Holland, E.; Jacob, D.; Lohmann, U. Couplings Between Changes in the Climate System and Biogeochemistry In Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change; Solomon, S.; Qin, D.; Manning, M.; Chen, Z.; Marquis, M.; Averyt, K.; Tignor, M.; Miller, H., Eds.; Cambridge University Press: Cambridge, UK, 2007; pp 499-587.
3. Lohmann, U.; Feichter, J. Global Indirect Aerosol Effects: A Review Atmos. Chem. Phys. 2005, 5, 715-737
4. Vali, G. Nucleation Terminology J. Aerosol Sci. 1985, 16, 575-576
5. Cziczo, D. J.; Murphy, D. M.; Hudson, P. K.; Thomson, D. S. Single Particle Measurements of the Chemical Composition of Cirrus Ice Residue During CRYSTAL-FACE J. Geophys. Res.: Atmos. 2004, 109, D04201
6. Cziczo, D. J.; Froyd, K. D.; Hoose, C.; Jensen, E. J.; Diao, M.; Zondlo, M. A.; Smith, J. B.; Twohy, C. H.; Murphy, D. M. Clarifying the Dominant Sources and Mechanisms of Cirrus Cloud Formation Science 2013, 340, 1320-1324
7. DeMott, P. J.; Sassen, K.; Poellot, M. R.; Baumgardner, D.; Rogers, D. C.; Brooks, S. D.; Prenni, A. J.; Kreidenweis, S. M. African Dust Aerosols as Atmospheric Ice Nuclei Geophys. Res. Lett. 2003, 30, 1732
8. DeMott, P. J.; Cziczo, D. J.; Prenni, A. J.; Murphy, D. M.; Kreidenweis, S. M.; Thomson, D. S.; Borys, R.; Rogers, D. C. Measurements of the Concentration and Composition of Nuclei for Cirrus Formation Proc. Natl. Acad. Sci. U. S. A. 2003, 100, 14655-14660
9. Ebert, M.; Worringen, A.; Benker, N.; Mertes, S.; Weingartner, E.; Weinbruch, S. Chemical Composition and Mixing-State of Ice Residuals Sampled Within Mixed Phase Clouds Atmos. Chem. Phys. 2011, 11, 2805-2816
10. Isono, K.; Komabayasi, M.; Ono, A. The Nature and Origin of Ice Nuclei in the Atmosphere J. Meteorol. Soc. Jpn. 1959, 37, 211-233
11. Kumai, M. Snow Crystals and the Identification of the Nuclei in the Northern United Stats of America J. Meteorol. 1961, 18, 139-150
12. Prenni, A. J.; Petters, M. D.; Kreidenweis, S. M.; Heald, C. L.; Martin, S. T.; Artaxo, P.; Garland, R. M.; Wollny, A. G.; Pöschl, U. Relative Roles of Biogenic Emissions and Saharan Dust as Ice Nuclei in the Amazon Basin Nat. Geosci. 2009, 2, 402-405
13. Pruppacher, H. R.; Klett, J. D. Microphysics of Clouds and Precipitation, 2nd ed.; Kluwer Academic Publishers: Dordrecht, 1997.
14. Richardson, M. S.; DeMott, P. J.; Kreidenweis, S. M.; Cziczo, D. J.; Dunlea, E. J.; Jimenez, J. L.; Thomson, D. S.; Ashbaugh, L. L.; Borys, R. D.; Westphal, D. L.; et al. Measurements of Heterogeneous Ice Nuclei in the Western United States in Springtime and Their Relation to Aerosol Characteristics J. Geophys. Res.: Atmos. 2007, 112, D02209
15. Sassen, K.; DeMott, P. J.; Prospero, J. M.; Poellot, M. R. Saharan Dust Storms and Indirect Aerosol Effects on Clouds: CRYSTAL-FACE Results Geophys. Res. Lett. 2003, 30, 1633
16. Seifert, P.; Ansmann, A.; Mattis, I.; Wandinger, U.; Tesche, M.; Engelmann, R.; Müller, D.; Pérez, C.; Haustein, K. Saharan Dust and Heterogeneous Ice Formation: Eleven Years of Cloud Observations at a Central European EARLINET Site J. Geophys. Res.: Atmos. 2010, 115, D20201
17. Targino, A. C.; Krejci, R.; Noone, K. J.; Glantz, P. Single Particle Analysis of Ice Crystal Residuals Observed in Orographic Wave Clouds Over Scandinavia During INTACC Experiment Atmos. Chem. Phys. 2006, 6, 1977-1990
18. Atkinson, J. D.; Murray, B. J.; Woodhouse, M. T.; Whale, T. F.; Baustian, K. J.; Carslaw, K. S.; Dobbie, S.; O'Sullivan, D.; Malkin, T. L. The Importance of Feldspar for Ice Nucleation by Mineral Dust in Mixed-Phase Clouds Nature 2013, 498, 355-358
19. Connolly, P. J.; Möhler, O.; Field, P. R.; Saathoff, H.; Burgess, R.; Choularton, T.; Gallagher, M. Studies of Heterogeneous Freezing by Three Different Desert Dust Samples Atmos. Chem. Phys. 2009, 9, 2805-2824
20. Eastwood, M. L.; Cremel, S.; Gehrke, C.; Girard, E.; Bertram, A. K. Ice Nucleation on Mineral Dust Particles: Onset Conditions, Nucleation Rates and Contact Angles J. Geophys. Res.: Atmos. 2008, 113, D22203
21. Hoose, C.; Möhler, O. Heterogeneous Ice Nucleation on Atmospheric Aerosols: A Review of Results from Laboratory Experiments Atmos. Chem. Phys. 2012, 12, 9817-9854
22. Knopf, D. A.; Koop, T. Heterogeneous Nucleation of Ice on Surrogates of Mineral Dust J. Geophys. Res.: Atmos. 2006, 111, D12201
23. Lüönd, F.; Stetzer, O.; Welti, A.; Lohmann, U. Experimental Study on the Ice Nucleation Ability of Size-Selected Kaolinite Particles in the Immersion Mode J. Geophys. Res.: Atmos. 2010, 115, D14201
24. Marcolli, C.; Gedamke, S.; Peter, T.; Zobrist, B. Efficiency of Immersion Mode Ice Nucleation on Surrogates of Mineral Dust Atmos. Chem. Phys. 2007, 7, 5081-5091
25. Murray, B. J.; Broadley, S. L.; Wilson, T. W.; Atkinson, J. D.; Wills, R. H. Heterogeneous Freezing of Water Droplets Containing Kaolinite Particles Atmos. Chem. Phys. 2011, 11, 4191-4207
26. Niedermeier, D.; Hartmann, S.; Shaw, R. A.; Covert, D.; Mentel, T. F.; Schneider, J.; Poulain, L.; Reitz, P.; Spindler, C.; Clauss, T.; et al. Heterogeneous Freezing of Droplets with Immersed Mineral Dust Particles-Measurements and Parameterization Atmos. Chem. Phys. 2010, 10, 3601-3614
27. Pinti, V.; Marcolli, C.; Zobrist, B.; Hoyle, C. R.; Peter, T. Ice Nucleation Efficiency of Clay Minerals in the Immersion Mode Atmos. Chem. Phys. 2012, 12, 5859-5878
28. Roberts, P.; Hallett, J. A Laboratory Study of the Ice Nucleating Properties of Some Mineral Particulates Q. J. R. Meteorol. Soc. 1968, 94, 25-34
29. Welti, A.; Lüönd, F.; Kanji, Z. A.; Stetzer, O.; Lohmann, U. Time Dependence of Immersion Freezing: An Experimental Study on Size Selected Kaolinite Particles Atmos. Chem. Phys. 2012, 12, 9893-9907
30. Wheeler, M. J.; Bertram, A. K. Deposition Nucleation on Mineral Dust Particles: A Case Against Classical Nucleation Theory with the Assumption of a Single Contact Angle Atmos. Chem. Phys. 2012, 12, 1189-1201
31. Yakobi-Hancock, J. D.; Ladino, L. A.; Abbatt, J. P. D. Feldspar Minerals as Efficient Deposition Ice Nuclei Atmos. Chem. Phys. 2013, 13, 11175-11185
32. Zimmermann, F.; Weinbruch, S.; Schütz, L.; Hofmann, H.; Ebert, M.; Kandler, K.; Worringen, A. Ice Nucleation Properties of the Most Abundant Mineral Dust Phases J. Geophys. Res.: Atmos. 2008, 113, D23204
33. Diehl, K.; Wurzler, S. Air Parcel Model Simulations of a Convective Cloud: Bacteria Acting as Immersion Ice Nuclei Atmos. Environ. 2010, 44, 4622-4628
34. Hoose, C.; Lohmann, U.; Erdin, R.; Tegen, I. The Global Influence of Dust Mineralogical Composition on Heterogeneous Ice Nucleation in Mixed-Phase Clouds Environ. Res. Lett. 2008, 3, 025003
35. Hoose, C.; Kristjánsson, J. E.; Burrows, S. M. How Important is Biological Ice Nucleation in Clouds on a Global Scale? Environ. Res. Lett. 2010, 5, 024009
36. Hoose, C.; Kristjánsson, J. E.; Chen, J.-P.; Hazra, A. A Classical-Theory-Based Parameterization of Heterogeneous Ice Nucleation by Mineral Dust, Soot, and Biological Particles in a Global Climate Model J. Atmos. Sci. 2010, 67, 2483-2503
37. Lohmann, U.; Diehl, K. Sensitivity Studies of the Importance of Dust Ice Nuclei for the Indirect Aerosol Effect on Stratiform Mixed-Phase Clouds J. Atmos. Sci. 2006, 63, 968-982
38. Eidhammer, T.; DeMott, P. J.; Kreidenweis, S. M. A Comparison of Heterogeneous Ice Nucleation Parameterizations Using a Parcel Model Framework J. Geophys. Res.: Atmos. 2009, 114, D06202
39. Ervens, B.; Feingold, G. On the Representation of Immersion and Condensation Freezing in Cloud Models Using Different Nucleation Schemes Atmos. Chem. Phys. 2012, 12, 5807-5826
40. Kulkarni, G.; Fan, J.; Comstock, J. M.; Liu, X.; Ovchinnikov, M. Laboratory Measurements and Model Sensitivity Studies of Dust Deposition Ice Nucleation Atmos. Chem. Phys. 2012, 12, 7295-7308
41. Fletcher, N. H. Size Effect in Heterogeneous Nucleation J. Chem. Phys. 1958, 29, 572-576
42. Fletcher, N. H. Active Sites and Ice Crystal Nucleation J. Atmos. Sci. 1969, 26, 1266-1271
43. Niedermeier, D.; Shaw, R. A.; Hartmann, S.; Wex, H.; Clauss, T.; Voigtländer, J.; Stratmann, F. Heterogeneous Ice Nucleation: Exploring the Transition from Stochastic to Singular Freezing Behavior Atmos. Chem. Phys. 2011, 11, 8767-8775
44. Broadley, S. L.; Murray, B. J.; Herbert, R. J.; Atkinson, J. D.; Dobbie, S.; Malkin, T. L.; Condliffe, E.; Neve, L. Immersion Mode Heterogeneous Ice Nucleation by an Illite Rich Powder Representative of Atmospheric Mineral Dust Atmos. Chem. Phys. 2012, 12, 287-307
45. Claquin, T.; Schulz, M.; Balkanski, Y. J. Modeling the Mineralogy of Atmospheric Dust Sources J. Geophys. Res.: Atmos. 1999, 104, 22243-22256
46. Glaccum, R. A.; Prospero, J. M. Saharan Aerosols Over the Tropical North Atlantic-Mineralogy Mar. Geol. 1980, 37, 295-321
47. Friedman, B.; Kulkarni, G.; Beránek, J.; Zelenyuk, A.; Thornton, J. A.; Cziczo, D. J. Ice Nucleation and Droplet Formation by Bare and Coated Soot Particles J. Geophys. Res.: Atmos. 2011, 116, D17203
48. Hoffer, T. E. A Laboratory Investigation of Droplet Freezing J. Meteorol. 1961, 18, 766-778
49. Pitter, R. L.; Pruppacher, H. R. A Wind Tunnel Investigation of Freezing of Small Water Drops Falling at Terminal Velocity in Air Q. J. R. Meteorol. Soc. 1973, 99, 540-550
50. Welti, A.; Lüönd, F.; Stetzer, O.; Lohmann, U. Influence of Particle Size on the Ice Nucleating Ability of Mineral Dusts Atmos. Chem. Phys. 2009, 9, 6705-6715
51. Chipera, S. J.; Bish, D. L. Baseline Studies of the Clay Minerals Society Source Clays: Powder X-ray Diffraction Analyses Clays Clay Miner. 2001, 49, 398-409
52. Cziczo, D. J.; Froyd, K. D.; Gallavardin, S. J.; Moehler, O.; Benz, S.; Saathoff, H.; Murphy, D. M. Deactivation of Ice Nuclei Due to Atmospherically Relevant Surface Coatings Environ. Res. Lett. 2009, 4, 044013
53. Hoyle, C. R.; Pinti, V.; Welti, A.; Zobrist, B.; Marcolli, C.; Luo, B.; Höskuldsson, A.; Mattsson, H. B.; Stetzer, O.; Thorsteinsson, T.; et al. Ice Nucleation Properties of Volcanic Ash from Eyjafjallajökull Atmos. Chem. Phys. 2011, 11, 9911-9926
54. Kanji, Z. A.; Abbatt, J. P. D. Ice Nucleation Onto Arizona Test Dust at Cirrus Temperatures: Effect of Temperature and Aerosol Size on Onset Relative Humidity J. Phys. Chem. A 2010, 114, 935-941
55. Koehler, K. A.; Kreidenweis, S. M.; DeMott, P. J.; Petters, M. D.; Prenni, A. J.; Möhler, O. Laboratory Investigations of the Impact of Mineral Dust Aerosol on Cold Cloud Formation Atmos. Chem. Phys. 2010, 10, 11955-11968
56. Koop, T.; Zobrist, B. Parameterizations for Ice Nucleation in Biological and Atmospheric Systems Phys. Chem. Chem. Phys. 2009, 11, 10839-10850
57. Niedermeier, D.; Hartmann, S.; Clauss, T.; Wex, H.; Kiselev, A.; Sullivan, R. C.; DeMott, P. J.; Petters, M. D.; Reitz, P.; Schneider, J.; et al. Experimental Study of the Role of Physicochemical Surface Processing on the IN Ability of Mineral Dust Particles Atmos. Chem. Phys. 2011, 11, 11131-11144
58. Niemand, M.; Möhler, O.; Vogel, B.; Vogel, H.; Hoose, C.; Connolly, P.; Klein, H.; Bingemer, H.; DeMott, P.; Skrotzki, J.;et al. A Particle-Surface-Area-Based Parameterization of Immersion Freezing on Desert Dust Particles J. Atmos. Sci. 2012, 69, 3077-3092
59. Reitz, P.; Spindler, C.; Mentel, T. F.; Poulain, L.; Wex, H.; Mildenberger, K.; Niedermeier, D.; Hartmann, S.; Clauss, T.; Stratmann, F.;et al. Surface Modification of Mineral Dust Particles by Sulphuric Acid Processing: Implications for Ice Nucleation Abilities Atmos. Chem. Phys. 2011, 11, 7839-7858
60. Kanji, Z. A.; DeMott, P. J.; Möhler, O.; Abbatt, J. P. D. Results from the University of Toronto Continuous Flow Diffusion Chamber at ICIS 2007: Instrument Intercomparison and Ice Onsets for Different Aerosol Types Atmos. Chem. Phys. 2011, 11, 31-41
61. Chernoff, D. I.; Bertram, A. K. Effects of Sulfate Coatings on the Ice Nucleation Properties of a Biological Ice Nucleus and Several Types of Minerals J. Geophys. Res.: Atmos. 2010, 115, D20205
62. Dymarska, M.; Murray, B. J.; Sun, L.; Eastwood, M. L.; Knopf, D. A.; Bertram, A. K. Deposition Ice Nucleation on Soot at Temperatures Relevant for the Lower Troposphere J. Geophys. Res.: Atmos. 2006, 111, D04204
63. Eastwood, M. L.; Cremel, S.; Wheeler, M.; Murray, B. J.; Girard, E.; Bertram, A. K. Effects of Sulfuric Acid and Ammonium Sulfate Coatings on the Ice Nucleation Properties of Kaolinite Particles Geophys. Res. Lett. 2009, 36, L02811
64. Haga, D. I.; Iannone, R.; Wheeler, M. J.; Mason, R.; Polishchuk, E. A.; Fetch, T.; van der Kamp, B. J.; McKendry, I. G.; Bertram, A. K. Ice Nucleation Properties of Rust and Bunt Fungal Spores and Their Transport to High Altitudes, Where They Can Cause Heterogeneous Freezing J. Geophys. Res.: Atmos. 2013, 118, 7260-7272
65. Iannone, R.; Chernoff, D. I.; Pringle, A.; Martin, S. T.; Bertram, A. K. The Ice Nucleation Ability of One of the Most Abundant Types of Fungal Spores Found in the Atmosphere Atmos. Chem. Phys. 2011, 11, 1191-1201
66. Koop, T.; Kapilashrami, A.; Molina, L. T.; Molina, M. J. Phase Transitions of Sea-Salt/Water Mixtures at Low Temperatures: Implications for Ozone Chemistry in the Polar Marine Boundary Layer J. Geophys. Res.: Atmos. 2000, 105, 26393-26402
67. Herich, H.; Tritscher, T.; Wiacek, A.; Gysel, M.; Weingartner, E.; Lohmann, U.; Baltensperger, U.; Cziczo, D. J. Water Uptake of Clay and Desert Dust Aerosol Particles at Sub- and Supersaturated Water Vapor Conditions Phys. Chem. Chem. Phys. 2009, 11, 7804-7809
68. Andersen, A. A. New Sampler for the Collection, Sizing, and Enumeration of Viable Airborne Particles J. Bacteriol. 1958, 76, 471-484
69. Rasband, W. ImageJ.; U. S. National Institutes of Health: Bethesda, Maryland, USA, 2012.
70. Zobrist, B.; Koop, T.; Luo, B.; Marcolli, C.; Peter, T. Heterogeneous Ice Nucleation Rate Coefficient of Water Droplets Coated by a Nonadecanol Monolayer J. Phys. Chem. C 2007, 111, 2149-2155
71. Jensen, E. J.; Toon, O. B.; Westphal, D. L.; Kinne, S.; Heymsfield, A. J. Microphysical Modeling of Cirrus: 1. Comparison with 1986 FIRE IFO Measurements J. Geophys. Res.: Atmos. 1994, 99, 10421-10442
72. Jensen, E. J.; Toon, O. B. The Potential Impact of Soot Particles from Aircraft Exhaust on Cirrus Clouds Geophys. Res. Lett. 1997, 24, 249-252
73. Jensen, E. J.; Toon, O. B.; Pueschel, R. F.; Goodman, J.; Sachse, G. W.; Anderson, B. E.; Chan, K. R.; Baumgardner, D.; Miake-Lye, R. C. Ice Crystal Nucleation and Growth in Contrails Forming at Low Ambient Temperatures Geophys. Res. Lett. 1998, 25, 1371-1374
74. Kärcher, B. Aircraft-Generated Aerosols and Visible Contrails Geophys. Res. Lett. 1996, 23, 1933-1936
75. Kärcher, B. Physicochemistry of Aircraft-Generated Liquid Aerosols, Soot, and Ice Particles 1. Model Description J. Geophys. Res.: Atmos. 1998, 103, 17111-17128
76. Kärcher, B.; Busen, R.; Petzold, A.; Schröder, F. P.; Schumann, U.; Jensen, E. J. Physicochemistry of Aircraft-Generated Liquid Aerosols, Soot, and Ice Particles: 2. Comparison with Observations and Sensitivity Studies J. Geophys. Res.: Atmos. 1998, 103, 17129-17147
77. Khvorostyanov, V. I.; Curry, J. A. A New Theory of Heterogeneous Ice Nucleation for Application in Cloud and Climate Models Geophys. Res. Lett. 2000, 27, 4081-4084
78. Khvorostyanov, V. I.; Curry, J. A. The Theory of Ice Nucleation by Heterogeneous Freezing of Deliquescent Mixed CCN. Part I: Critical Radius, Energy, and Nucleation Rate J. Atmos. Sci. 2004, 61, 2676-2691
79. Khvorostyanov, V. I.; Curry, J. A. The Theory of Ice Nucleation by Heterogeneous Freezing of Deliquescent Mixed CCN. Part II: Parcel Model Simulation J. Atmos. Sci. 2005, 62, 261-285
80. Khvorostyanov, V. I.; Curry, J. A. Critical Humidities of Homogeneous and Heterogeneous Ice Nucleation: Inferences from Extended Classical Nucleation Theory J. Geophys. Res.: Atmos. 2009, 114, D04207
81. Liu, X.; Penner, J. E.; Ghan, S. J.; Wang, M. Inclusion of Ice Microphysics in the NCAR Community Atmospheric Model Version 3 (CAM3) J. Clim. 2007, 20, 4526-4547
82. Morrison, H.; Curry, J. A.; Khvorostyanov, V. I. A New Double-Moment Microphysics Parameterization for Application in Cloud and Climate Models. Part I: Description J. Atmos. Sci. 2005, 62, 1665-1677
83. Wolberg, J. Data Analysis Using the Method of Least Squares; Springer-Verlag: Heidelberg, 2006; p 250.
84. Vali, G. Repeatability and Randomness in Heterogeneous Freezing Nucleation Atmos. Chem. Phys. 2008, 8, 5017-5031
85. Vali, G. Interpretation of Freezing Nucleation Experiments: Singular and Stochastic; Sites and Surfaces Atmos. Chem. Phys. 2014, 14, 5271-5294
86. Wright, T. P.; Petters, M. D.; Hader, J. D.; Morton, T.; Holder, A. L. Minimal Cooling Rate Dependence of Ice Nuclei Activity in the Immersion Mode J. Geophys. Res.: Atmos. 2013, 118, 10,535-10,543
87. DeMott, P. Quantitative Descriptions of Ice Formation Mechanisms of Silver Iodide-type Aerosols Atmos. Res. 1995, 38, 63-99
88. Murray, B. J.; O'Sullivan, D.; Atkinson, J. D.; Webb, M. E. Ice Nucleation by Particles Immersed in Supercooled Cloud Droplets Chem. Soc. Rev. 2012, 41, 6519-6554
89. Vali, G. Quantitative Evaluation of Experimental Results on the Heterogeneous Freezing Nucleation of Supercooled Liquids J. Atmos. Sci. 1971, 28, 402-409
90. Hader, J. D.; Wright, T. P.; Petters, M. D. Contribution of Pollen to Atmospheric Ice Nuclei Concentrations Atmos. Chem. Phys. 2014, 14, 5433-5449
91. Hiranuma, N.; Hoffmann, N.; Kiselev, A.; Dreyer, A.; Zhang, K.; Kulkarni, G.; Koop, T.; Möhler, O. Influence of Surface Morphology on the Immersion Mode Ice Nucleation Efficiency of Hematite Particles Atmos. Chem. Phys. 2014, 14, 2315-2324
92. Sullivan, R. C.; Petters, M. D.; DeMott, P. J.; Kreidenweis, S. M.; Wex, H.; Niedermeier, D.; Hartmann, S.; Clauss, T.; Stratmann, F.; Reitz, P.; et al. Irreversible Loss of Ice Nucleation Active Sites in Mineral Dust Particles Caused by Sulphuric Acid Condensation Atmos. Chem. Phys. 2010, 10, 11471-11487
93. Maring, H.; Savoie, D.; Izaguirre, M.; Custals, L.; Reid, J. Mineral Dust Aerosol Size Distribution Change During Atmospheric Transport J. Geophys. Res.: Atmos. 2003, 108, 8592