O. Alizadeh-choobari, A. Sturman, and P. Zawar-reza, Global distribution of mineral dust and its impact on radiative fluxes as simulated by WRF-Chem, Meteorol. Atmos. Phys, vol.127, pp.635-648, 2015.

J. D. Atkinson, B. J. Murray, M. T. Woodhouse, T. F. Whale, K. J. Baustian et al., Impactor Apparatus for the Study of Particle Rebound: Relative Humidity and Capillary Forces, Aerosol Sci. Technol, vol.498, p.131017104109009, 2013.

E. K. Bigg, Ice forming nuclei in the high Arctic, Tellus B, vol.48, pp.223-233, 1996.

E. K. Bigg and C. Leck, Cloud-active particles over the central Arctic Ocean, J. Geophys. Res, vol.106, pp.32155-32166, 2001.

D. C. Blanchard, Sea-to-Air Transport of Surface Active Material, Science, vol.146, pp.396-397, 1964.

Y. Boose, A. Welti, J. Atkinson, F. Ramelli, A. Danielczok et al., Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide-Part 1: Immersion freezing, Atmos. Chem. Phys, vol.16, pp.15075-15095, 2016.

J. Brioude, D. Arnold, A. Stohl, M. Cassiani, D. Morton et al., The Lagrangian particle dispersion model FLEXPART-WRF version 3.1, Geosci. Model Dev, vol.6, pp.1889-1904, 2013.

S. M. Burrows, C. Hoose, U. Pöschl, L. , and M. G. , Ice nuclei in marine air: biogenic particles or dust?, Atmos. Chem. Phys, vol.13, pp.245-267, 2013.

J. Chen, Z. Wu, S. Augustin-bauditz, S. Grawe, M. Hartmann et al., Icenucleating particle concentrations unaffected by urban air pollution in Beijing, China, Atmos. Chem. Phys, vol.18, pp.3523-3539, 2018.

S. Chen, C. Tsai, H. Chen, C. Huang, and G. Roam, The Influence of Relative Humidity on Nanoparticle Concentration and Particle Mass Distribution Measurements by the MOUDI, vol.45, pp.596-603, 2011.

I. Coluzza, J. Creamean, M. J. Rossi, H. Wex, P. A. Alpert et al., Perspectives on the future of ice nucleation research: Research needs and Unanswered questions identified from two international workshops, vol.8, pp.1-28, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01771708

F. Conen, C. E. Morris, J. Leifeld, M. V. Yakutin, A. et al., Biological residues define the ice nucleation properties of soil dust, Atmos. Chem. Phys, vol.11, pp.9643-9648, 2011.

P. J. Connolly, O. Möhler, P. R. Field, H. Saathoff, R. Burgess et al., Studies of heterogeneous freezing by three different desert dust samples, Atmos. Chem. Phys, vol.9, pp.2805-2824, 2009.

J. M. Creamean, K. J. Suski, D. Rosenfeld, A. Cazorla, P. J. Demott et al.,

, Atmos. Chem. Phys, vol.19, pp.1027-1039, 2019.

V. E. Irish,

, Dust and biological aerosols from the Sahara and Asia influence precipitation in the western, vol.339, pp.1572-1578, 2013.

J. M. Creamean, R. M. Kirpes, K. A. Pratt, N. J. Spada, M. Maahn et al., Marine and terrestrial influences on ice nucleating particles during continuous springtime measurements in an Arctic oilfield location, Atmos. Chem. Phys, vol.18, pp.18023-18042, 2018.

P. J. Demott, A. J. Prenni, G. R. Mcmeeking, R. C. Sullivan, M. D. Petters et al., Integrating laboratory and field data to quantify the immersion freezing ice nucleation activity of mineral dust particles, Atmos. Chem. Phys, vol.15, pp.393-409, 2015.

P. J. Demott, T. C. Hill, C. S. Mccluskey, K. A. Prather, D. B. Collins et al., Sea spray aerosol as a unique source of ice nucleating particles, P. Natl. Acad. Sci. USA, vol.113, pp.5797-5803, 2016.

P. J. Demott, T. C. Hill, M. D. Petters, A. K. Bertram, Y. Tobo et al., Comparative measurements of ambient atmospheric concentrations of ice nucleating particles using multiple immersion freezing methods and a continuous flow diffusion chamber, Atmos. Chem. Phys, vol.17, pp.11227-11245, 2017.

Y. Derimian, M. Choël, Y. Rudich, K. Deboudt, O. Dubovik et al., Effect of sea breeze circulation on aerosol mixing state and radiative properties in a desert setting, Atmos. Chem. Phys, vol.17, pp.11331-11353, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01596078

C. Derksen and R. Brown, Spring snow cover extent reductions in the 2008-2012 period exceeding climate model projections, Geophys. Res. Lett, vol.39, pp.1-6, 2012.

V. R. Després, A. J. Huffman, S. M. Burrows, C. Hoose, A. S. Safatov et al., Primary biological aerosol particles in the atmosphere: a review, vol.64, pp.15598-15656, 2012.

M. L. Eastwood, S. Cremel, C. Gehrke, E. Girard, A. K. Bertram et al., Effect of flow-induced relative humidity changes on size cuts for sulfuric acid droplets in the Microorifice Uniform Deposit Impactor (MOUDI), J. Geophys. Res.-Atmos, vol.113, pp.266-277, 1991.

R. W. Fenn and H. K. Weickmann, Some results of aerosol measurements, Geofis. pura e Appl, vol.42, pp.53-61, 1959.

W. Findeisen, Colloidal meteorological processes in the formation of precipitation, Meteorol. Zeitschrift, vol.55, pp.121-133, 1938.

P. Ginoux, M. Chin, I. Tegen, J. M. Prospero, B. Holben et al., Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res, vol.106, pp.20255-20273, 2001.

C. D. Groot-zwaaftink, H. Grythe, H. Skov, and A. Stohl, Substantial contribution of northern high-latitude sources to mineral dust in the Arctic, J. Geophys. Res.-Atmos, vol.121, pp.13678-13697, 2016.

J. Y. Harrington, T. Reisin, W. R. Cotton, and S. M. Kreidenweis, Cloud resolving simulations of Arctic stratus part II: Transition-season clouds, Atmos. Res, vol.51, pp.45-75, 1999.

J. Hendricks, B. Kärcher, and U. Lohmann, Effects of ice nuclei on cirrus clouds in a global climate model, J. Geophys. Res.-Atmos, vol.116, pp.1-24, 2011.

T. C. Hill, P. J. Demott, Y. Tobo, J. Fröhlich-nowoisky, B. F. Moffett et al., Sources of organic ice nucleating particles in soils, Atmos. Chem. Phys, vol.16, pp.7195-7211, 2016.

D. Hirdman, J. F. Burkhart, H. Sodemann, S. Eckhardt, A. Jefferson et al., Long-term trends of black carbon and sulphate aerosol in the Arctic: changes in atmospheric transport and source region emissions, Atmos. Chem. Phys, vol.10, pp.9351-9368, 2010.

C. Hoose and O. Möhler, Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments, Atmos. Chem. Phys, vol.12, pp.9817-9854, 2012.

C. Hoose, J. E. Kristjánsson, J. Chen, and A. Hazra, A Classical-Theory-Based Parameterization of Heterogeneous Ice Nucleation by Mineral Dust, Soot, and Biological Particles in a Global Climate Model, J. Atmos. Sci, vol.67, pp.2483-2503, 2010.

J. Huang, H. Yu, X. Guan, G. Wang, G. et al., Accelerated dryland expansion under climate change, Nat. Clim. Change, vol.6, pp.166-171, 2015.

W. T. Huang, L. Ickes, I. Tegen, M. Rinaldi, D. Ceburnis et al., Global relevance of marine organic aerosol as ice nucleating particles, Atmos. Chem. Phys, vol.18, pp.11423-11445, 2018.

V. E. Irish, P. Elizondo, J. Chen, C. Chou, J. Charette et al., Ice-nucleating particles in Canadian Arctic sea-surface microlayer and bulk seawater, Atmos. Chem. Phys, vol.17, pp.10583-10595, 2017.

Z. A. Kanji, L. A. Ladino, H. Wex, Y. Boose, M. Burkertkohn et al., Chapter 1: Overview of Ice Nucleating Particles, Atmos. Chem. Phys, vol.19, pp.1027-1039, 2019.

V. E. Irish, , 2017.

L. Kaufmann, C. Marcolli, J. Hofer, V. Pinti, C. R. Hoyle et al., Ice nucleation efficiency of natural dust samples in the immersion mode, Atmos. Chem. Phys, vol.16, pp.11177-11206, 2016.

L. Kenny, G. Beaumont, A. Gudmundsson, A. Thorpe, and W. Koch, Aspiration and sampling efficiencies of the TSP and louvered particulate matter inlets, J. Environ. Monit, vol.7, pp.481-487, 2005.

H. Klein, S. Nickovic, W. Haunold, U. Bundke, B. Nillius et al., Saharan dust and ice nuclei over Central Europe, Atmos. Chem. Phys, vol.10, pp.10211-10221, 2010.

D. A. Knopf, B. Wang, A. Laskin, R. C. Moffet, G. et al., Heterogeneous nucleation of ice on anthropogenic organic particles collected in Mexico City, Geophys. Res. Lett, vol.37, pp.11803-11808, 2010.

D. A. Knopf, P. A. Alpert, B. Wang, R. E. Brien, S. T. Kelly et al., Microspectroscopic imaging and characterization of individually identified ice nucleating particles from a case field study, J. Geophys. Res.-Atmos, vol.119, pp.365-381, 2014.

T. Koop, B. Luo, U. M. Biermann, P. J. Crutzen, P. et al., Freezing of HNO 3 /H 2 SO 4 /H 2 O Solutions at Stratospheric Temperatures: Nucleation Statistics and Experiments, J. Phys. Chem. A, vol.101, pp.1117-1133, 1997.

T. Koop, H. P. Ng, L. T. Molina, and M. J. Molina, A New Optical Technique to Study Aerosol Phase Transitions: The Nucleation of Ice from H 2 SO 4 Aerosols, J. Phys. Chem. A, vol.102, pp.8924-8931, 1998.

A. Korolev, G. Mcfarquhar, P. R. Field, C. Franklin, P. Lawson et al., Mixedphase clouds: progress and challenges, Meteorol. Monogr, vol.58, pp.5-6, 2017.

A. Laskin, J. P. Cowin, and M. J. Iedema, Analysis of individual environmental particles using modern methods of electron microscopy and X-ray microanalysis, J. Electron Spectrosc, vol.150, pp.260-274, 2006.

A. Laskin, R. C. Moffet, M. K. Gilles, J. D. Fast, R. A. Zaveri et al., Tropospheric chemistry of internally mixed sea salt and organic particles: Surprising reactivity of NaCl with weak organic acids, J. Geophys. Res.-Atmos, vol.117, pp.1-12, 2012.

D. R. Lawson, Impaction surface coatings intercomparison and measurements with cascade impactors, Atmos. Environ, vol.14, pp.195-199, 1980.
DOI : 10.1016/0004-6981(80)90278-4

U. Lohmann and K. Diehl, Sensitivity Studies of the Importance of Dust Ice Nuclei for the Indirect Aerosol Effect on Stratiform Mixed-Phase Clouds, J. Atmos. Sci, vol.63, pp.968-982, 2006.

R. H. Mason, C. Chou, C. S. Mccluskey, E. J. Levin, C. L. Schiller et al., The micro-orifice uniform deposit impactordroplet freezing technique (MOUDI-DFT) for measuring concentrations of ice nucleating particles as a function of size: improvements and initial validation, Atmos. Meas. Tech, vol.8, pp.2449-2462, 2015.

R. H. Mason, M. Si, J. Li, C. Chou, R. Dickie et al., Ice nucleating particles at a coastal marine boundary layer site: correlations with aerosol type and meteorological conditions, Atmos. Chem. Phys, vol.15, pp.12547-12566, 2015.

R. H. Mason, M. Si, C. Chou, V. E. Irish, R. Dickie et al., Size-resolved measurements of ice-nucleating particles at six locations in North America and one in Europe, Atmos, Chem. Phys, vol.16, pp.1637-1651, 2016.

C. S. Mccluskey, J. Ovadnevaite, M. Rinaldi, J. Atkinson, F. Belosi et al., Marine and Terrestrial Organic Ice-Nucleating Particles in Pristine Marine to Continentally Influenced Northeast Atlantic Air Masses, J. Geophys. Res.-Atmos, vol.123, pp.6196-6212, 2018.

B. J. Murray, D. O'sullivan, J. D. Atkinson, W. , and M. E. , National Snow and Ice Data Center: IMS daily Northern Hemisphere snow and ice analysis at 1 km, 4 km, Chem. Soc. Rev, vol.41, pp.6519-6554, 2008.

D. Niedermeier, S. Hartmann, R. A. Shaw, D. Covert, T. F. Mentel et al., Heterogeneous freezing of droplets with immersed mineral dust particles-measurements and parameterization, Atmos, Chem. Phys, vol.10, pp.3601-3614, 2010.

M. Niemand, O. Möhler, B. Vogel, H. Vogel, C. Hoose et al., A Particle-Surface-Area-Based Parameterization of Immersion Freezing on Desert Dust Particles, J. Atmos. Sci, vol.69, pp.3077-3092, 2012.

D. O'sullivan, B. J. Murray, T. L. Malkin, T. F. Whale, N. S. Umo et al., Ice nucleation by fertile soil dusts: relative importance of mineral and biogenic components, Atmos. Chem. Phys, vol.14, pp.1853-1867, 2014.

A. J. Prenni, P. J. Demott, D. C. Rogers, S. M. Kreidenweis, G. M. Mcfarquhar et al., Ice nuclei characteristics from M-PACE and their relation to ice formation in clouds, Tellus B, vol.61, pp.436-448, 2009.

A. J. Prenni, M. D. Petters, S. M. Kreidenweis, C. L. Heald, S. T. Martin et al., Chem. Phys, vol.19, pp.1027-1039, 2019.

V. E. Irish,

U. Pöschl, Relative roles of biogenic emissions and Saharan dust as ice nuclei in the Amazon basin, Nat. Geosci, vol.2, pp.402-405, 2009.

R. B. Rangel-alvarado, Y. Nazarenko, and P. A. Ariya, Snowborne nanosized particles: Abundance, distribution, composition, and significance in ice nucleation processes, J. Geophys. Res.Atmos, vol.120, pp.760-774, 2015.

J. Rosinski, P. L. Haagenson, C. T. Nagamoto, P. , and F. , Ice-forming nuclei of maritime origin, J. Aerosol Sci, vol.17, issue.86, pp.90004-90006, 1986.

E. Saukko, H. Kuuluvainen, and A. Virtanen, A method to resolve the phase state of aerosol particles, Atmos. Meas. Tech, vol.5, pp.259-265, 2012.

R. C. Schnell, Ice Nuclei in Seawater, Fog Water and Marine Air off the Coast of Nova Scotia: Summer 1975, J. Atmos. Sci, vol.34, pp.1299-1305, 1977.

R. C. Schnell and G. Vali, Freezing nuclei in marine waters, Tellus, vol.27, pp.321-323, 1975.

R. C. Schnell and G. Vali, Biogenic Ice Nuclei: Part I. Terrestrial and Marine Sources, J. Atmos. Sci, vol.33, pp.1554-1564, 1976.

W. C. Skamarock, J. B. Klemp, J. Dudhia, D. O. Gill, D. M. Barker et al., A description of the advanced research WRF version 3, Tech. Note, NCAR/TN 475+STR, Natl. Cent. for Atmos. Res, vol.125, 2008.

I. Steinke, R. Funk, J. Busse, A. Iturri, S. Kirchen et al., Ice nucleation activity of agricultural soil dust aerosols from Mongolia, Argentina and Germany, J. Geophys. Res.-Atmos, vol.121, pp.13559-13576, 2016.

A. Stohl, C. Forster, A. Frank, P. Seibert, and G. Wotawa, Technical note: The Lagrangian particle dispersion model FLEXPART version 6, Atmos. Chem. Phys, vol.2, pp.2461-2474, 2005.
DOI : 10.5194/acpd-5-4739-2005

URL : https://hal.archives-ouvertes.fr/hal-00295743

W. Szyrmer and I. Zawadzki, Biogenic and Anthropogenic Sources of Ice-Forming Nuclei: A Review, B. Am. Meteorol. Soc, vol.78, pp.209-228, 1997.

G. Vali, Quantitative Evaluation of Experimental Results on the Heterogeneous Freezing Nucleation of Supercooled Liquids, J. Atmos. Sci, vol.28, pp.402-409, 1971.

J. G. Vasiliou, D. Sorensen, and P. H. Mcmurry, Sampling at controlled relative humidity with a cascade impactor, Atmos. Environ, vol.33, issue.98, pp.323-332, 1999.

J. Vergara-temprado, B. J. Murray, T. W. Wilson, D. O'sullivan, J. Browse et al., Contribution of feldspar and marine organic aerosols to global ice nucleating particle concentrations, Atmos. Chem. Phys, vol.17, pp.3637-3658, 2017.

R. Von-glasow, M. G. Lawrence, R. Sander, and P. J. Crutzen, Modeling the chemical effects of ship exhaust in the cloudfree marine boundary layer, Atmos. Chem. Phys, vol.3, pp.233-250, 2003.
URL : https://hal.archives-ouvertes.fr/hal-00300834

B. Wang, A. T. Lambe, P. Massoli, T. B. Onasch, P. Davidovits et al., The deposition ice nucleation and immersion freezing potential of amorphous secondary organic aerosol: Pathways for ice and mixed-phase cloud formation, J. Geophys. Res.-Atmos, vol.117, pp.16209-16231, 2012.

B. Wang, A. Laskin, T. Roedel, M. K. Gilles, R. C. Moffet et al., Heterogeneous ice nucleation and water uptake by field-collected atmospheric particles below 273 K, J. Geophys. Res.-Atmos, vol.117, pp.0-19, 2012.
DOI : 10.1029/2012jd017446

URL : https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2012JD017446

X. Wang, G. B. Deane, K. A. Moore, O. S. Ryder, M. D. Stokes et al., The role of jet and film drops in controlling the mixing state of submicron sea spray aerosol particles, P. Natl. Acad. Sci. USA, vol.114, pp.6978-6983, 2017.

G. R. Wentworth, J. G. Murphy, B. Croft, R. V. Martin, J. R. Pierce et al., Ammonia in the summertime Arctic marine boundary layer: sources, sinks, and implications, Atmos. Chem. Phys, vol.16, 1937.
URL : https://hal.archives-ouvertes.fr/insu-01226053

H. Wex, P. J. Demott, Y. Tobo, S. Hartmann, M. Rösch et al., Kaolinite particles as ice nuclei: learning from the use of different kaolinite samples and different coatings, Atmos. Chem. Phys, vol.14, pp.5529-5546, 2014.

M. J. Wheeler, R. H. Mason, K. Steunenberg, M. Wagstaff, C. Chou et al., Immersion freezing of supermicron mineral dust particles: Freezing results, testing different schemes for describing ice nucleation, and ice nucleation active site densities, J. Phys. Chem. A, vol.119, pp.4358-4372, 2015.

T. W. Wilson, L. A. Ladino, P. A. Alpert, M. N. Breckels, I. M. Brooks et al., A marine biogenic source of atmospheric ice-nucleating particles, Nature, vol.525, pp.234-238, 2015.

P. Winkler, Relative humidity and the adhesion of atmospheric particles to the plates of impactors, J. Aerosol Sci, vol.5, pp.235-240, 1974.