Particulate matter, air quality and climate: lessons learned and future needs

Copernicus GmbH - Tập 15 Số 14 - Trang 8217-8299
S. Fuzzi1, Urs Baltensperger2, K. S. Carslaw3, Stefano Decesari1, Hugo Denier van der Gon4, M. C. Facchini1, D. Fowler5, Ilan Koren6, B. Langford5, Ulrike Lohmann7, Eiko Nemitz5, Spyros Ν. Pandis8, Ilona Riipinen9, Yinon Rudich6, Martijn Schaap4, Jay G. Slowik2, D. V. Spracklen3, E. Vignati10, Martin Wild7, M. L. Williams11, Stefania Gilardoni1
1Istituto di Scienze dell’Atmosfera e del Clima, Consiglio Nazionale delle Ricerche, Bologna, Italy
2Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, Villigen, Switzerland
3Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds, Leeds, UK
4TNO, Department of Climate, Air and Sustainability, Utrecht, the Netherlands
5Centre for Ecology and Hydrology, Edinburgh, UK
6Department of Earth & Planetary Sciences Weizmann Institute of Science Rehovot Israel
7ETH, Institute for Atmospheric and Climate Science, Zurich, Switzerland
8Department of Chemical Engineering, University of Patras, Patras, Greece
9Department of Applied Environmental Science, Stockholm University, Stockholm, Sweden
10European Commission, Joint Research Center, Institute for Environment and Sustainability, Ispra, Italy
11Environmental Research Group, King’s College London, London, UK

Tóm tắt

Abstract. The literature on atmospheric particulate matter (PM), or atmospheric aerosol, has increased enormously over the last 2 decades and amounts now to some 1500–2000 papers per year in the refereed literature. This is in part due to the enormous advances in measurement technologies, which have allowed for an increasingly accurate understanding of the chemical composition and of the physical properties of atmospheric particles and of their processes in the atmosphere. The growing scientific interest in atmospheric aerosol particles is due to their high importance for environmental policy. In fact, particulate matter constitutes one of the most challenging problems both for air quality and for climate change policies. In this context, this paper reviews the most recent results within the atmospheric aerosol sciences and the policy needs, which have driven much of the increase in monitoring and mechanistic research over the last 2 decades. The synthesis reveals many new processes and developments in the science underpinning climate–aerosol interactions and effects of PM on human health and the environment. However, while airborne particulate matter is responsible for globally important influences on premature human mortality, we still do not know the relative importance of the different chemical components of PM for these effects. Likewise, the magnitude of the overall effects of PM on climate remains highly uncertain. Despite the uncertainty there are many things that could be done to mitigate local and global problems of atmospheric PM. Recent analyses have shown that reducing black carbon (BC) emissions, using known control measures, would reduce global warming and delay the time when anthropogenic effects on global temperature would exceed 2 °C. Likewise, cost-effective control measures on ammonia, an important agricultural precursor gas for secondary inorganic aerosols (SIA), would reduce regional eutrophication and PM concentrations in large areas of Europe, China and the USA. Thus, there is much that could be done to reduce the effects of atmospheric PM on the climate and the health of the environment and the human population. A prioritized list of actions to mitigate the full range of effects of PM is currently undeliverable due to shortcomings in the knowledge of aerosol science; among the shortcomings, the roles of PM in global climate and the relative roles of different PM precursor sources and their response to climate and land use change over the remaining decades of this century are prominent. In any case, the evidence from this paper strongly advocates for an integrated approach to air quality and climate policies.

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Tài liệu tham khảo

Aalto, P., Hameri, K., Paatero, P., Kulmala, M., Bellander, T., Berglind, N., Bouso, L., Castano-Vinyals, G., Sunyer, J., Cattani, G., Marconi, A., Cyrys, J., von Klot, S., Peters, A., Zetzsche, K., Lanki, T., Pekkanen, J., Nyberg, F., Sjovall, B., and Forastiere, F.: Aerosol particle number concentration measurements in five European cities using TSI-3022 condensation particle counter over a three-year period during health effects pollution on susceptible subpopulations, J. Air Waste Manage. Assoc., 55, 1064–1076, 2005.

Aas, W., Tsyro, S., Bieber, E., Bergström, R., Ceburnis, D., Ellermann, T., Fagerli, H., Frölich, M., Gehrig, R., Makkonen, U., Nemitz, E., Otjes, R., Perez, N., Perrino, C., Prévôt, A. S. H., Putaud, J.-P., Simpson, D., Spindler, G., Vana, M., and Yttri, K. E.: Lessons learnt from the first EMEP intensive measurement periods, Atmos. Chem. Phys., 12, 8073–8094, https://doi.org/10.5194/acp-12-8073-2012, 2012.

Ackerman, A., Kirkpatrick, M., Stevens, D., and Toon, O.: The impact of humidity above stratiform clouds on indirect aerosol climate forcing, Nature, 432, 1014–1017, https://doi.org/10.1038/nature03174, 2004.

Ackerman, T. and Toon, O.: Absorption of visible radiation in atmosphere containing mixtures of absorbing and non-absorbing particles, Appl. Optics, 20, 3661–3668, https://doi.org/10.1364/AO.20.003661, 1981.

Aiken, A. C., DeCarlo, P. F., Kroll, J. H., Worsnop, D. R., Huffman, J. A., Docherty, K. S., Ulbrich, I. M., Mohr, C., Kimmel, J. R., Sueper, D., Sun, Y., Zhang, Q., Trimborn, A., Northway, M., Ziemann, P. J., Canagaratna, M. R., Onasch, T. B., Alfarra, M. R., Prevot, A. S. H., Dommen, J., Duplissy, J., Metzger, A., Baltensperger, U., and Jimenez, J. L.: O / C and OM/OC ratios of primary, secondary, and ambient organic aerosols with high-resolution time-of-flight aerosol mass spectrometry, Environ. Sci. Technol., 42, 4478–4485, 2008.

Aiken, A. C., Salcedo, D., Cubison, M. J., Huffman, J. A., DeCarlo, P. F., Ulbrich, I. M., Docherty, K. S., Sueper, D., Kimmel, J. R., Worsnop, D. R., Trimborn, A., Northway, M., Stone, E. A., Schauer, J. J., Volkamer, R. M., Fortner, E., de Foy, B., Wang, J., Laskin, A., Shutthanandan, V., Zheng, J., Zhang, R., Gaffney, J., Marley, N. A., Paredes-Miranda, G., Arnott, W. P., Molina, L. T., Sosa, G., and Jimenez, J. L.: Mexico City aerosol analysis during MILAGRO using high resolution aerosol mass spectrometry at the urban supersite (T0) – Part 1: Fine particle composition and organic source apportionment, Atmos. Chem. Phys., 9, 6633–6653, https://doi.org/10.5194/acp-9-6633-2009, 2009.

Aiken, A. C., de Foy, B., Wiedinmyer, C., DeCarlo, P. F., Ulbrich, I. M., Wehrli, M. N., Szidat, S., Prevot, A. S. H., Noda, J., Wacker, L., Volkamer, R., Fortner, E., Wang, J., Laskin, A., Shutthanandan, V., Zheng, J., Zhang, R., Paredes-Miranda, G., Arnott, W. P., Molina, L. T., Sosa, G., Querol, X., and Jimenez, J. L.: Mexico city aerosol analysis during MILAGRO using high resolution aerosol mass spectrometry at the urban supersite (T0) – Part 2: Analysis of the biomass burning contribution and the non-fossil carbon fraction, Atmos. Chem. Phys., 10, 5315–5341, https://doi.org/10.5194/acp-10-5315-2010, 2010.

Akagi, S. K., Craven, J. S., Taylor, J. W., McMeeking, G. R., Yokelson, R. J., Burling, I. R., Urbanski, S. P., Wold, C. E., Seinfeld, J. H., Coe, H., Alvarado, M. J., and Weise, D. R.: Evolution of trace gases and particles emitted by a chaparral fire in California, Atmos. Chem. Phys., 12, 1397–1421, https://doi.org/10.5194/acp-12-1397-2012, 2012.

Akhtar, U. S., McWhinney, R. D., Rastogi, N., Abbatt, J. P., Evans, G. J., and Scott, J. A.: Cytotoxic and proinflammatory effects of ambient and source-related particulate matter (PM) in relation to the production of reactive oxygen species (ROS) and cytokine adsorption by particles, Inhal. Toxicol., 22, 37–47, https://doi.org/10.3109/08958378.2010.518377, 2010.

Albrecht, B. A.: Aerosols, cloud microphysics, and fractional cloudiness, Science, 245, 1227–1230, https://doi.org/10.1126/science.245.4923.1227, 1989.

Allan, J. D., Jimenez, J. L., Williams, P. I., Alfarra, M. R., Bower, K. N., Jayne, J. T., Coe, H., and Worsnop, D. R.: Quantitative sampling using an Aerodyne aerosol mass spectrometer – 1. Techniques of data interpretation and error analysis, J. Geophys. Res.-Atmos., 108, D3, 4090, https://doi.org/10.1029/2002jd002358, 2003.

Allan, J. D., Williams, P. I., Morgan, W. T., Martin, C. L., Flynn, M. J., Lee, J., Nemitz, E., Phillips, G. J., Gallagher, M. W., and Coe, H.: Contributions from transport, solid fuel burning and cooking to primary organic aerosols in two UK cities, Atmos. Chem. Phys., 10, 647–668, https://doi.org/10.5194/acp-10-647-2010, 2010.

Almeida, J., Schobesberger, S., Kurten, A., Ortega, I., Kupiainen-Maatta, O., Praplan, A., Adamov, A., Amorim, A., Bianchi, F., Breitenlechner, M., David, A., Dommen, J., Donahue, N., Downard, A., Dunne, E., Duplissy, J., Ehrhart, S., Flagan, R., Franchin, A., Guida, R., Hakala, J., Hansel, A., Heinritzi, M., Henschel, H., Jokinen, T., Junninen, H., Kajos, M., Kangasluoma, J., Keskinen, H., Kupc, A., Kurten, T., Kvashin, A., Laaksonen, A., Lehtipalo, K., Leiminger, M., Leppa, J., Loukonen, V., Makhmutov, V., Mathot, S., McGrath, M., Nieminen, T., Olenius, T., Onnela, A., Petaja, T., Riccobono, F., Riipinen, I., Rissanen, M., Rondo, L., Ruuskanen, T., Santos, F., Sarnela, N., Schallhart, S., Schnitzhofer, R., Seinfeld, J., Simon, M., Sipila, M., Stozhkov, Y., Stratmann, F., Tome, A., Trostl, J., Tsagkogeorgas, G., Vaattovaara, P., Viisanen, Y., Virtanen, A., Vrtala, A., Wagner, P., Weingartner, E., Wex, H., Williamson, C., Wimmer, D., Ye, P., Yli-Juuti, T., Carslaw, K., Kulmala, M., Curtius, J., Baltensperger, U., Worsnop, D., Vehkamaki, H., and Kirkby, J.: Molecular understanding of sulphuric acid-amine particle nucleation in the atmosphere, Nature, 502, 359–363, https://doi.org/10.1038/nature12663, 2013.

Alpert, P., Kishcha, P., Kaufman, Y., and Schwarzbard, R.: Global dimming or local dimming?: Effect of urbanization on sunlight availability, Geophys. Res. Lett., 32, L17802, https://doi.org/10.1029/2005GL023320, 2005.

Altaratz, O., Koren, I., Remer, L., and Hirsch, E.: Review: Cloud invigoration by aerosols-coupling between microphysics and dynamics, Atmos. Res., 140, 38–60, https://doi.org/10.1016/j.atmosres.2014.01.009, 2014.

Amann, M.: Policy scenarios for the revision of the Thematic Strategy on Air Pollution, in: TSAP Report #10 version 1.0, International Institute for Applied Systems Analysis (IIASA), Austria, 67, 2013.

Amato, F., Viana, M., Richard, A., Furger, M., Prévôt, A. S. H., Nava, S., Lucarelli, F., Bukowiecki, N., Alastuey, A., Reche, C., Moreno, T., Pandolfi, M., Pey, J., and Querol, X.: Size and time-resolved roadside enrichment of atmospheric particulate pollutants, Atmos. Chem. Phys., 11, 2917–2931, https://doi.org/10.5194/acp-11-2917-2011, 2011.

Amato, F., Cassee, F. R., Denier van der Gon, H. A. C, Gehrig, R., Gustafsson, M., Hafnef, W., Harrison, R. M., Jozwicka, M., Kelly, F. J., Moreno, T., Prévôt, A. S. H., Schaap, M., Sunyer, J., and Querol, X.: Urban air quality: The challenge of traffic non-exhaust emissions, J. Hazard. Materials, 275, 31–36, https://doi.org/10.1016/j.jhazmat.2014.04.053, 2014.

Analitis, A., Katsouyanni, K., Dimakopoulou, K., Samoli, E., Nikoloulopoulos, A., Petasakis, Y., Touloumi, G., Schwartz, J., Anderson, H., Cambra, K., Forastiere, F., Zmirou, D., Vonk, J., Clancy, L., Kriz, B., Bobvos, J., and Pekkanen, J.: Short-term effects of ambient particles on cardiovascular and respiratory mortality, Epidemiology, 17, 230–233, https://doi.org/10.1097/01.ede.0000199439.57655.6b, 2006.

Anderson, G., Krall, J., Peng, R., and Bell, M.: Is the relation between ozone and mortality confounded by chemical components of particulate matter? Analysis of 7 components in 57 US communities, Am. J. Epidemiol., 176, 726–732, https://doi.org/10.1093/aje/kws188, 2012.

Andersson, C., Bergstrom, R., and Johansson, C.: Population exposure and mortality due to regional background PM in Europe – Long-term simulations of source region and shipping contributions, Atmos. Environ., 43, 3614–3620, https://doi.org/10.1016/j.atmosenv.2009.03.040, 2009.

Andreae, M., Rosenfeld, D., Artaxo, P., Costa, A., Frank, G., Longo, K., and Silva-Dias, M.: Smoking rain clouds over the Amazon, Science, 303, 1337–1342, https://doi.org/10.1126/science.1092779, 2004.

Andreae, M.: Aerosols before pollution, Science, 315, 50–51, https://doi.org/10.1126/science.1136529, 2007.

Andreae, M. and Ramanathan, V.: Climate's dark forcings, Science, 340, 280–281, https://doi.org/10.1126/science.1235731, 2013.

Andreae, M. O. and Gelencsér, A.: Black carbon or brown carbon? The nature of light-absorbing carbonaceous aerosols, Atmos. Chem. Phys., 6, 3131–3148, https://doi.org/10.5194/acp-6-3131-2006, 2006.

Andreae, M. O. and Rosenfeld, D.: Aerosol-cloud-precipitation interactions. Part 1. The nature and sources of cloud-active aerosols, Earth-Sci. Rev., 89, 13–41, https://doi.org/10.1016/j.earscirev.2008.03.001, 2008.

AQEG, AirQuality Expert Group – Crown: Fine particulate matter (PM2.5) in the United Kingdom, Report Prepared for Defra, Scottish Government, Welsh Government and DoE Northern Ireland, 203 pp., 2012.

Ariya, P. A. and Amyot, M.: New Directions: The role of bioaerosols in atmospheric chemistry and physics (Short Survey), Atmos. Environ., 38, 1231–1232, 2004.

Arunachalam, S., Wang, B., Davis, N., Baek, B., and Levy, J.: Effect of chemistry-transport model scale and resolution on population exposure to PM2.5 from aircraft emissions during landing and takeoff, Atmos. Environ., 45, 3294–3300, https://doi.org/10.1016/j.atmosenv.2011.03.029, 2011.

Ashbaugh, L., Malm, W., and Sadeh, W.: A Residence time probability analysis of sulfur concentrations at Grand-Canyon-national-park, Atmos. Environ., 19, 1263–1270, https://doi.org/10.1016/0004-6981(85)90256-2, 1985.

Asmi, A., Wiedensohler, A., Laj, P., Fjaeraa, A.-M., Sellegri, K., Birmili, W., Weingartner, E., Baltensperger, U., Zdimal, V., Zikova, N., Putaud, J.-P., Marinoni, A., Tunved, P., Hansson, H.-C., Fiebig, M., Kivekäs, N., Lihavainen, H., Asmi, E., Ulevicius, V., Aalto, P. P., Swietlicki, E., Kristensson, A., Mihalopoulos, N., Kalivitis, N., Kalapov, I., Kiss, G., de Leeuw, G., Henzing, B., Harrison, R. M., Beddows, D., O'Dowd, C., Jennings, S. G., Flentje, H., Weinhold, K., Meinhardt, F., Ries, L., and Kulmala, M.: Number size distributions and seasonality of submicron particles in Europe 2008–2009, Atmos. Chem. Phys., 11, 5505–5538, https://doi.org/10.5194/acp-11-5505-2011, 2011.

Asmi, A., Collaud Coen, M., Ogren, J. A., Andrews, E., Sheridan, P., Jefferson, A., Weingartner, E., Baltensperger, U., Bukowiecki, N., Lihavainen, H., Kivekäs, N., Asmi, E., Aalto, P. P., Kulmala, M., Wiedensohler, A., Birmili, W., Hamed, A., O'Dowd, C., G Jennings, S., Weller, R., Flentje, H., Fjaeraa, A. M., Fiebig, M., Myhre, C. L., Hallar, A. G., Swietlicki, E., Kristensson, A., and Laj, P.: Aerosol decadal trends – Part 2: In-situ aerosol particle number concentrations at GAW and ACTRIS stations, Atmos. Chem. Phys., 13, 895–916, https://doi.org/10.5194/acp-13-895-2013, 2013.

Atkinson, R. W., Mills, I. C., Walton, H. A., and Anderson, H. R.: Fine particle components and health-a systematic review and meta-analysis of epidemiological time series studies of daily mortality and hospital admissions, J. Expo. Sci. Environ. Epidemiol., https://doi.org/10.1038/jes.2014.63, online first, 2014.

Ault, A., Moore, M., Furutani, H., and Prather, K.: Impact of emissions from the Los Angeles port region on San Diego air quality during regional transport events, Environ. Sci. Technol., 43, 3500–3506, https://doi.org/10.1021/es8018918, 2009.

Avise, J., Chen, J., Lamb, B., Wiedinmyer, C., Guenther, A., Salathé, E., and Mass, C.: Attribution of projected changes in summertime US ozone and PM2.5 concentrations to global changes, Atmos. Chem. Phys., 9, 1111–1124, https://doi.org/10.5194/acp-9-1111-2009, 2009.

Bahreini, R., Middlebrook, A., de Gouw, J., Warneke, C., Trainer, M., Brock, C., Stark, H., Brown, S., Dube, W., Gilman, J., Hall, K., Holloway, J., Kuster, W., Perring, A., Prévôt, A., Schwarz, J., Spackman, J., Szidat, S., Wagner, N., Weber, R., Zotter, P., and Parrish, D.: Gasoline emissions dominate over diesel in formation of secondary organic aerosol mass, Geophys. Res. Lett., 39, L06805, https://doi.org/10.1029/2011GL050718, 2012.

Baker, M. and Charlson, R.: Bistability of CCN concentrations and thermodynamics in the cloud-topped boundary-layer, Nature, 345, 142–145, https://doi.org/10.1038/345142a0, 1990.

Barbosa, P.: Assessment of Forest Fire Impacts and Emissions in the European Union Based on the European Forest Fire Information System, in: Developments in Environmental Science, edited by: Bytnerowicz, A., Arbaugh, M., Riebau, A., and Andersen, C., 8, Elsevier, 2009.

Barmpadimos, I., Keller, J., Oderbolz, D., Hueglin, C., and Prévôt, A. S. H.: One decade of parallel fine (PM2.5) and coarse (PM10–PM2.5) particulate matter measurements in Europe: trends and variability, Atmos. Chem. Phys., 12, 3189–3203, https://doi.org/10.5194/acp-12-3189-2012, 2012.

Barnett, D., Brown, S., Murphy, J., Sexton, D., and Webb, M.: Quantifying uncertainty in changes in extreme event frequency in response to doubled CO2 using a large ensemble of GCM simulations, Clim. Dynam., 26, 489–511, https://doi.org/10.1007/s00382-005-0097-1, 2006.

Basart, S., Pay, M. T., Jorba, O., Pérez, C., Jiménez-Guerrero, P., Schulz, M., and Baldasano, J. M.: Aerosols in the CALIOPE air quality modelling system: evaluation and analysis of PM levels, optical depths and chemical composition over Europe, Atmos. Chem. Phys., 12, 3363–3392, https://doi.org/10.5194/acp-12-3363-2012, 2012.

Bates, T. S., Charlson, R. J., and Gammon, R. H.: Evidence for the climatic role of marine biogenic sulfur, Nature, 329, 319–321, https://doi.org/10.1038/329319a0, 1987.

Beelen, R., Hoek, G., van den Brandt, P., Goldbohm, R., Fischer, P., Schouten, L., Armstrong, B., and Brunekreef, B.: Long-term exposure to traffic-related air pollution and lung cancer risk, Epidemiology, 19, 702–710, https://doi.org/10.1097/EDE.0b013e318181b3ca, 2008.

Begum, B., Biswas, S., Markwitz, A., and Hopke, P.: Identification of Sources of fine and coarse particulate matter in Dhaka, Bangladesh, Aerosol Air Qual. Res., 10, 345–U1514, https://doi.org/10.4209/aaqr.2009.12.0082, 2010.

Bein, K., Zhao, Y., Johnston, M., and Wexler, A.: Identification of sources of atmospheric PM at the Pittsburgh supersite – Part III: Source characterization, Atmos. Environ., 41, 3974–3992, https://doi.org/10.1016/j.atmosenv.2007.01.039, 2007.

Belis, C., Larsen, B., Amato, F., El Haddad, I., Favez, O., Harrison, R., Hopke P., Nava, S., Paatero, P., Prevot, A. S. H., Quass, U., Vecchi R., and Viana, M.: European guide on air pollution source apportionment with receptor models, Luxembourg, 88 pp., https://doi.org/10.2788/9332, 2014.

Bengtsson, L., Hodges, K., and Roeckner, E.: Storm tracks and climate change, J. Climate, 19, 3518–3543, https://doi.org/10.1175/JCLI3815.1, 2006.

Benner, R.: Chemical composition and reactivity, in biogeochemistry of marine dissolved organic matter, edited by: Hansell, D. A. and Carlson, C. A., Academic Press, San Diego, CA, USA, 2002.

Bergstrom, R. W., Pilewskie, P., Russell, P. B., Redemann, J., Bond, T. C., Quinn, P. K., and Sierau, B.: Spectral absorption properties of atmospheric aerosols, Atmos. Chem. Phys., 7, 5937–5943, https://doi.org/10.5194/acp-7-5937-2007, 2007.

Berkemeier, T., Shiraiwa, M., Pöschl, U., and Koop, T.: Competition between water uptake and ice nucleation by glassy organic aerosol particles, Atmos. Chem. Phys., 14, 12513–12531, https://doi.org/10.5194/acp-14-12513-2014, 2014.

Berubé, K., Balharry, D. C., Hicks, M., Sexton, K. J., and Jones, T. P.: Inter-omic analysis of particulate air pollution, 10th Annual UK Review Meeting on Outdoor and Indoor Air Pollution Research, 1–2 May 2007, Institute of Environment and Health, Cranfield University, UK, 2007.

Bessagnet, B., Menut, L., Aymoz, G., Chepfer, H., and Vautard, R.: Modeling dust emissions and transport within Europe: the Ukraine March 2007 event, J. Geophys. Res.-Atmos., 113, D15202, https://doi.org/10.1029/2007JD009541, 2008.

Bezdek, J., Ehrlich, R., And Full, W.: Fcm – The fuzzy c-means clustering-algorithm, Comput. Geosci., 10, 191–203, https://doi.org/10.1016/0098-3004(84)90020-7, 1984.

Bhave, P., Fergenson, D., Prather, K., and Cass, G.: Source apportionment of fine particulate matter by clustering single-particle data: Tests of receptor model accuracy, Environ. Sci. Technol., 35, 2060–2072, https://doi.org/10.1021/es0017413, 2001.

Billionnet, C., Sherrill, D., Annesi-Maesano, I., Study, G., and Study, G.: Estimating the health effects of exposure to multi-pollutant mixture, Ann. Epidemiol., 22, 126–141, https://doi.org/10.1016/j.annepidem.2011.11.004, 2012.

Birch, M. and Cary, R.: Elemental carbon-based method for monitoring occupational exposures to particulate diesel exhaust, Aerosol Sci. Technol., 25, 221–241, https://doi.org/10.1080/02786829608965393, 1996.

Bishop, C. M.: Pattern Recognition and Machine Learning, Information Science and Statistics, Springer Science+Business Media, New York, 749 pp., 2006.

Biswas, S., Verma, V., Schauer, J., Cassee, F., Cho, A., and Sioutas, C.: Oxidative potential of semi-volatile and non volatile particulate matter (PM) from heavy-duty vehicles retrofitted with emission control technologies, Environ. Sci. Technol., 43, 3905–3912, https://doi.org/10.1021/es9000592, 2009.

Blanchard, D. C.: Sea-to-air transport of surface active material, Science, 146, 396–397, 1964.

Blanchard, D. C.: Surface active organic material on airborne sea-salt particles, Bull. Am. Meteorol. Soc., 49, 4561–4567, 1968.

Blanchard, J. L., Jennings, S., Holmes, R., Harle, J., Merino, G., Allen, J. I., Holt, J., Dulvy, N. K., and Barange, M.: Potential consequences of climate change for primary production and fish production in large marine ecosystems, R. Soc. Philos. Trans. Biol. Sci., 367, 2979–2989, 2012.

Bølling, A. K., Pagels, J., Yttri, K., Barregard, L., Sallsten, G., Schwarze, P., and Boman, C.: Health effects of residential wood smoke particles: the importance of combustion conditions and physicochemical particle properties, Particle Fibre Toxicol., 6, 29, https://doi.org/10.1186/1743-8977-6-29, 2009.

Bond, T. and Bergstrom, R. W.: Light absorption by carbonaceous particles: an investigative review, Aerosol Sci. Technol., 40, 27–67, https://doi.org/10.1080/02786820500421521, 2006.

Bond, T. and Sun, H.: Can reducing black carbon emissions counteract global warming?, Environ. Sci. Technol., 39, 5921–5926, https://doi.org/10.1021/es0480421, 2005.

Bond, T., Streets, D., Yarber, K., Nelson, S., Woo, J., and Klimont, Z.: A technology-based global inventory of black and organic carbon emissions from combustion, J. Geophys. Res.-Atmos., 109, D14203, https://doi.org/10.1029/2003JD003697, 2004.

Bond, T., Doherty, S., Fahey, D., Forster, P., Berntsen, T., DeAngelo, B., Flanner, M., Ghan, S., Karcher, B., Koch, D., Kinne, S., Kondo, Y., Quinn, P., Sarofim, M., Schultz, M., Schulz, M., Venkataraman, C., Zhang, H., Zhang, S., Bellouin, N., Guttikunda, S., Hopke, P., Jacobson, M., Kaiser, J., Klimont, Z., Lohmann, U., Schwarz, J., Shindell, D., Storelvmo, T., Warren, S., and Zender, C.: Bounding the role of black carbon in the climate system: A scientific assessment, J. Geophys. Res.-Atmos., 118, 5380–5552, https://doi.org/10.1002/jgrd.50171, 2013.

Boogaard, H., Janssen, N., Fischer, P., Kos, G., Weijers, E., Cassee, F., van der Zee, S., de Hartog, J., Brunekreef, B., and Hoek, G.: Contrasts in Oxidative Potential and Other Particulate Matter Characteristics Collected Near Major Streets and Background Locations, Environ. Health Perspect., 120, 185–191, https://doi.org/10.1289/ehp.1103667, 2012.

Booth, A. M., Murphey, B., Riipinen, I., Percival, C. J., and Topping, D. O.: Connecting bulk viscosity measurements to kinetic limitations on attaining equilibrium for a model aerosol composition, Environ. Sci. Technol., 48, 9298–9305, 2014.

Booth, B. B. B, Dunstone, N. J., Halloran, P. R., Andrews, T., amd Bellouin, N.: Aerosols implicated as a prime driver of twentieth-century North Atlantic climate variability, Nature, 484, 228–232, https://doi.org/10.1038/nature10946, 2012.

Boucher, O., Randall, D., Artaxo, P., Bretherton, C., Feingold, G., Forster, P., Kerminen, V.-M., Kondo, Y., Liao, H., Lohmann, U., Rasch, P., Satheesh, S. K., Sherwood, S., Stevens, B., and Zhang, X. Y.: Clouds and aerosols, in: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Doschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M.: Cambridge University Press, United Kingdom and New York USA, 571–657, https://doi.org/10.1017/CBO9781107415324.016, 2013.

Bougiatioti, A., Fountoukis, C., Kalivitis, N., Pandis, S. N., Nenes, A., and Mihalopoulos, N.: Cloud condensation nuclei measurements in the marine boundary layer of the Eastern Mediterranean: CCN closure and droplet growth kinetics, Atmos. Chem. Phys., 9, 7053–7066, https://doi.org/10.5194/acp-9-7053-2009, 2009.

Bovchaliuk, A., Milinevsky, G., Danylevsky, V., Goloub, P., Dubovik, O., Holdak, A., Ducos, F., and Sosonkin, M.: Variability of aerosol properties over Eastern Europe observed from ground and satellites in the period from 2003 to 2011, Atmos. Chem. Phys., 13, 6587–6602, https://doi.org/10.5194/acp-13-6587-2013, 2013.

Breitenbach, M. C. and Lehrer, S. B.: Fungal allergy and pathogenicity, 08, edited by: Breitenbach, M. C. R. and Lehrer, S. B., Cambridge Journals Online, 310 pp., 2002.

Brook, R., Rajagopalan, S., Pope, C., Brook, J., Bhatnagar, A., Diez-Roux, A., Holguin, F., Hong, Y., Luepker, R., Mittleman, M., Peters, A., Siscovick, D., Smith, S., Whitsel, L., and Kaufman, J. D.: Particulate matter air pollution and cardiovascular disease an update to the scientific statement from the American Heart Association, Circulation, 121, 2331–2378, 2010.

Brook, R. D.: Why physicians who treat hypertension should know more about air pollution, J. Clinical Hypertension (Greenwich, Conn.), 9, 629–635, https://doi.org/10.1111/j.1524-6175.2007.07187.x, 2007.

Brown, T., Hall, B., and Westerling, A.: The impact of twenty-first century climate change on wildland fire danger in the western United States: An applications perspective, Climatic Change, 62, 365–388, https://doi.org/10.1023/B:CLIM.0000013680.07783.de, 2004.

Budisulistiorini, S., Canagaratna, M., Croteau, P., Marth, W., Baumann, K., Edgerton, E., Shaw, S., Knipping, E., Worsnop, D., Jayne, J., Gold, A., and Surratt, J.: Real-time continuous characterization of secondary organic aerosol derived from isoprene epoxydiols in downtown Atlanta, Georgia, using the Aerodyne Aerosol Chemical Speciation Monitor, Environ. Sci. Technol., 47, 5686–5694, https://doi.org/10.1021/es400023n, 2013.

Bukowiecki, N., Kittelson, D., Watts, W., Burtscher, H., Weingartner, E., and Baltensperger, U.: Real-time characterization of ultrafine and accumulation mode particles in ambient combustion aerosols, J. Aerosol Sci., 33, 1139–1154, https://doi.org/10.1016/S0021-8502(02)00063-0, 2002.

Burge, H. A. and Rogers, C. A.: Outdoor allergens, Environ. Health Persp., 108, 653–659, 2000.

CAFE: Baseline scenarios for the clean air for Europe (CAFE) programme: CAFE scenario analysis report IIASA – International Institute for Applied Systems Analysis, 2005.

Canagaratna, M., Jayne, J., Jimenez, J., Allan, J., Alfarra, M., Zhang, Q., Onasch, T., Drewnick, F., Coe, H., Middlebrook, A., Delia, A., Williams, L., Trimborn, A., Northway, M., De Carlo, P., Kolb, C., Davidovits, P., and Worsnop, D.: Chemical and microphysical characterization of ambient aerosols with the Aerodyne aerosol mass spectrometer, Mass Spectrom. Rev., 26, 185–222, https://doi.org/10.1002/mas.20115, 2007.

Canonaco, F., Crippa, M., Slowik, J. G., Baltensperger, U., and Prévôt, A. S. H.: SoFi, an IGOR-based interface for the efficient use of the generalized multilinear engine (ME-2) for the source apportionment: ME-2 application to aerosol mass spectrometer data, Atmos. Meas. Tech., 6, 3649–3661, https://doi.org/10.5194/amt-6-3649-2013, 2013.

Cape, J., Coyle, M., and Dumitrean, P.: The atmospheric lifetime of black carbon, Atmos. Environ., 59, 256–263, https://doi.org/10.1016/j.atmosenv.2012.05.030, 2012.

Capes, G., Johnson, B., McFiggans, G., Williams, P., Haywood, J., and Coe, H.: Aging of biomass burning aerosols over West Africa: Aircraft measurements of chemical composition, microphysical properties, and emission ratios, J. Geophys. Res.-Atmos., 113, D00C15, https://doi.org/10.1029/2008JD009845, 2008.

Cappa, C., Onasch, T., Massoli, P., Worsnop, D., Bates, T., Cross, E., Davidovits, P., Hakala, J., Hayden, K., Jobson, B., Kolesar, K., Lack, D., Lerner, B., Li, S., Mellon, D., Nuaaman, I., Olfert, J., Petaja, T., Quinn, P., Song, C., Subramanian, R., Williams, E., and Zaveri, R.: Radiative absorption enhancements due to the mixing state of atmospheric black carbon, Science, 337, 1078–1081, https://doi.org/10.1126/science.1223447, 2012.

Carslaw, K. S., Boucher, O., Spracklen, D. V., Mann, G. W., Rae, J. G. L., Woodward, S., and Kulmala, M.: A review of natural aerosol interactions and feedbacks within the Earth system, Atmos. Chem. Phys., 10, 1701–1737, https://doi.org/10.5194/acp-10-1701-2010, 2010.

Carslaw, K. S., Lee, L. A., Reddington, C. L., Pringle, K. J., Rap, A., Forster, P. M., Mann, G. W., Spracklen, D. V., Woodhouse, M. T., Regayre, L. A., and Pierce, J. R.: Large contribution of natural aerosols to uncertainty in indirect forcing, Nature, 503, 67–71, https://doi.org/10.1038/nature12674, 2013a.

Carslaw, D., Williams, M., Tate, J., and Beevers, S.: The importance of high vehicle power for passenger car emissions, Atmos. Environ., 68, 8–16, https://doi.org/10.1016/j.atmosenv.2012.11.033, 2013b.

Chang, R. Y.-W., Leck, C., Graus, M., Müller, M., Paatero, J., Burkhart, J. F., Stohl, A., Orr, L. H., Hayden, K., Li, S.-M., Hansel, A., Tjernström, M., Leaitch, W. R., and Abbatt, J. P. D.: Aerosol composition and sources in the central Arctic Ocean during ASCOS, Atmos. Chem. Phys., 11, 10619–10636, https://doi.org/10.5194/acp-11-10619-2011, 2011.

Charlson, R. J., Lovelock, J. E., Andreae, M. O., and Warren, S. G.: oceanic phytoplankton, atmospheric sulfur, cloud albedo and climate, Nature, 326, 655–661, https://doi.org/10.1038/326655a0, 1987.

Chen, W., Liao, Y., Du, X., Zhang, X., and Yuan, W.: Catalyst-free aldol condensation of ketones and isatins under mild reaction conditions in DMF with molecular sieves 4 angstrom as additive, Green Chemistry, 11, 1465–1476, https://doi.org/10.1039/b906684e, 2009.

Chen, W., Lee, Y., Adams, P., Nenes, A., and Seinfeld, J.: Will black carbon mitigation dampen aerosol indirect forcing?, Geophys. Res. Lett., 37, L09801, https://doi.org/10.1029/2010GL042886, 2010.

Chernoff, D. and Bertram, A.: Effects of sulfate coatings on the ice nucleation properties of a biological ice nucleus and several types of minerals, J. Geophys. Res.-Atmos., 115, D20205, https://doi.org/10.1029/2010JD014254, 2010.

Cheung, K., Polidori, A., Ntziachristos, L., Tzamkiozis, T., Samaras, Z., Cassee, F., Gerlofs, M., and Sioutas, C.: Chemical Characteristics and Oxidative Potential of Particulate Matter Emissions from Gasoline, Diesel, and Biodiesel Cars, Environ. Sci. Technol., 43, 6334–6340, https://doi.org/10.1021/es900819t, 2009.

Chin, M., Diehl, T., Tan, Q., Prospero, J. M., Kahn, R. A., Remer, L. A., Yu, H., Sayer, A. M., Bian, H., Geogdzhayev, I. V., Holben, B. N., Howell, S. G., Huebert, B. J., Hsu, N. C., Kim, D., Kucsera, T. L., Levy, R. C., Mishchenko, M. I., Pan, X., Quinn, P. K., Schuster, G. L., Streets, D. G., Strode, S. A., Torres, O., and Zhao, X.-P.: Multi-decadal aerosol variations from 1980 to 2009: a perspective from observations and a global model, Atmos. Chem. Phys., 14, 3657–3690, https://doi.org/10.5194/acp-14-3657-2014, 2014.

Chirico, R., DeCarlo, P. F., Heringa, M. F., Tritscher, T., Richter, R., Prévôt, A. S. H., Dommen, J., Weingartner, E., Wehrle, G., Gysel, M., Laborde, M., and Baltensperger, U.: Impact of aftertreatment devices on primary emissions and secondary organic aerosol formation potential from in-use diesel vehicles: results from smog chamber experiments, Atmos. Chem. Phys., 10, 11545–11563, https://doi.org/10.5194/acp-10-11545-2010, 2010.

Cho, A. K., Sioutas, C., Miguel, A. H., Kumagai, Y., Schmitz, D. A., Singh, M., Eiguren-Fernandez, A., and Froines, J. R.: Redox activity of airborne particulate matter at different sites in the Los Angeles Basin, Environ. Res., 99, 40–47, https://doi.org/10.1016/j.envres.2005.01.003, 2005.

Chow, J., Watson, J., Crow, D., Lowenthal, D., and Merrifield, T.: Comparison of IMPROVE and NIOSH carbon measurements, Aerosol Sci. Technol., 34, 23–34, https://doi.org/10.1080/027868201300081923, 2001.

Christensen, J. H., Hewitson, B., Busuioc, A., Chen, A., Gao, X., Held, I., Jones, R., Kolli, R. K., Kwon, W.-T., Laprise, R., Magaña Rueda, V., Mearns, L., Menéndez, C. G., Räisänen, J., Rinke, A., Sarr, A., and Whetton, P.: Regional Climate Projections, 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 edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, 2007.

Christner, B. C., Morris, C. E., Foreman, C. M., Cai, R., and Sands, D. C.: Ubiquity of Biological Ice Nucleators in Snowfall, Science, 319, p. 1214, 2008.

Chung, C., Lee, K., and Muller, D.: Effect of internal mixture on black carbon radiative forcing, Tellus Ser. B, 64, 1–13, https://doi.org/10.3402/tellusb.v64i0.10925, 2012.

Chung, K. and Adcock, I.: Multifaceted mechanisms in COPD: inflammation, immunity, and tissue repair and destruction, Euro. Respiratory J., 31, 1334–1356, https://doi.org/10.1183/09031936.00018908, 2008.

Clark, R. T. and Brown, S. J.: Influences of Circulation and climate change on European summer heat extremes, J. Climate, 26, 9621–9632, https://doi.org/10.1175/jcli-d-12-00740.1, 2013.

Clegg, S. L., Seinfeld, J. H., and Brimblecombe, P.: Thermodynamic modelling of aqueous aerosols containing electrolytes and dissolved organic compounds, J. Aerosol. Sci., 32, 713–738, https://doi.org/10.1016/S0021-8502(00)00105-1, 2001.

Collaud Coen, M., Andrews, E., Asmi, A., Baltensperger, U., Bukowiecki, N., Day, D., Fiebig, M., Fjaeraa, A. M., Flentje, H., Hyvärinen, A., Jefferson, A., Jennings, S. G., Kouvarakis, G., Lihavainen, H., Lund Myhre, C., Malm, W. C., Mihapopoulos, N., Molenar, J. V., O'Dowd, C., Ogren, J. A., Schichtel, B. A., Sheridan, P., Virkkula, A., Weingartner, E., Weller, R., and Laj, P.: Aerosol decadal trends – Part 1: In-situ optical measurements at GAW and IMPROVE stations, Atmos. Chem. Phys., 13, 869–894, https://doi.org/10.5194/acp-13-869-2013, 2013.

Conen, F., Morris, C. E., Leifeld, J., Yakutin, M. V., and Alewell, C.: Biological residues define the ice nucleation properties of soil dust, Atmos. Chem. Phys., 11, 9643–9648, https://doi.org/10.5194/acp-11-9643-2011, 2011.

Corrigan, A. L., Russell, L. M., Takahama, S., Äijälä, M., Ehn, M., Junninen, H., Rinne, J., Petäjä, T., Kulmala, M., Vogel, A. L., Hoffmann, T., Ebben, C. J., Geiger, F. M., Chhabra, P., Seinfeld, J. H., Worsnop, D. R., Song, W., Auld, J., and Williams, J.: Biogenic and biomass burning organic aerosol in a boreal forest at Hyytiälä, Finland, during HUMPPA-COPEC 2010, Atmos. Chem. Phys., 13, 12233–12256, https://doi.org/10.5194/acp-13-12233-2013, 2013.

Countess, R. J.: Interlaboratory analysis of carbonaceous aerosol samples, Aerosol Sci. Technol., 12, 114–121, 1990.

Cozic, J., Mertes, S., Verheggen, B., Cziczo, D., Gallavardin, S., Walter, S., Baltensperger, U., and Weingartner, E.: Black carbon enrichment in atmospheric ice particle residuals observed in lower tropospheric mixed phase clouds, J. Geophys. Res.-Atmos., 113, D15209, https://doi.org/10.1029/2007JD009266, 2008.

Creamean, J., Suski, K., Rosenfeld, D., Cazorla, A., DeMott, P., Sullivan, R., White, A., Ralph, F., Minnis, P., Comstock, J., Tomlinson, J., and Prather, K.: Dust and biological aerosols from the Sahara and Asia influence precipitation in the Western U.S., Science, 339, 1572–1578, https://doi.org/10.1126/science.1227279, 2013.

Crippa, M., DeCarlo, P. F., Slowik, J. G., Mohr, C., Heringa, M. F., Chirico, R., Poulain, L., Freutel, F., Sciare, J., Cozic, J., Di Marco, C. F., Elsasser, M., Nicolas, J. B., Marchand, N., Abidi, E., Wiedensohler, A., Drewnick, F., Schneider, J., Borrmann, S., Nemitz, E., Zimmermann, R., Jaffrezo, J.-L., Prévôt, A. S. H., and Baltensperger, U.: Wintertime aerosol chemical composition and source apportionment of the organic fraction in the metropolitan area of Paris, Atmos. Chem. Phys., 13, 961–981, https://doi.org/10.5194/acp-13-961-2013, 2013a.

Crippa, M., Canonaco, F., Slowik, J. G., El Haddad, I., DeCarlo, P. F., Mohr, C., Heringa, M. F., Chirico, R., Marchand, N., Temime-Roussel, B., Abidi, E., Poulain, L., Wiedensohler, A., Baltensperger, U., and Prévôt, A. S. H.: Primary and secondary organic aerosol origin by combined gas-particle phase source apportionment, Atmos. Chem. Phys., 13, 8411–8426, https://doi.org/10.5194/acp-13-8411-2013, 2013b.

Crippa, M., Canonaco, F., Lanz, V. A., Äijälä, M., Allan, J. D., Carbone, S., Capes, G., Ceburnis, D., Dall'Osto, M., Day, D. A., DeCarlo, P. F., Ehn, M., Eriksson, A., Freney, E., Hildebrandt Ruiz, L., Hillamo, R., Jimenez, J. L., Junninen, H., Kiendler-Scharr, A., Kortelainen, A.-M., Kulmala, M., Laaksonen, A., Mensah, A. A., Mohr, C., Nemitz, E., O'Dowd, C., Ovadnevaite, J., Pandis, S. N., Petäjä, T., Poulain, L., Saarikoski, S., Sellegri, K., Swietlicki, E., Tiitta, P., Worsnop, D. R., Baltensperger, U., and Prévôt, A. S. H.: Organic aerosol components derived from 25 AMS data sets across Europe using a consistent ME-2 based source apportionment approach, Atmos. Chem. Phys., 14, 6159–6176, https://doi.org/10.5194/acp-14-6159-2014, 2014.

Croft, B., Lohmann, U., and von Salzen, K.: Black carbon ageing in the Canadian Centre for Climate modelling and analysis atmospheric general circulation model, Atmos. Chem. Phys., 5, 1931–1949, https://doi.org/10.5194/acp-5-1931-2005, 2005.

Cubison, M. J., Ortega, A. M., Hayes, P. L., Farmer, D. K., Day, D., Lechner, M. J., Brune, W. H., Apel, E., Diskin, G. S., Fisher, J. A., Fuelberg, H. E., Hecobian, A., Knapp, D. J., Mikoviny, T., Riemer, D., Sachse, G. W., Sessions, W., Weber, R. J., Weinheimer, A. J., Wisthaler, A., and Jimenez, J. L.: Effects of aging on organic aerosol from open biomass burning smoke in aircraft and laboratory studies, Atmos. Chem. Phys., 11, 12049–12064, https://doi.org/10.5194/acp-11-12049-2011, 2011.

Currie, L.: Evolution and multidisciplinary frontiers of C-14 aerosol science, Radiocarbon, 42, 115–126, 2000.

Cziczo, D., Froyd, K., Gallavardin, S., Moehler, O., Benz, S., Saathoff, H., and Murphy, D.: Deactivation of ice nuclei due to atmospherically relevant surface coatings, Environ. Res. Lett., 4, 044013, https://doi.org/10.1088/1748-9326/4/4/044013, 2009.

D'Amato, G., Liccardi, G., D'Amato, M., and Cazzola, M.: The role of outdoor air pollution and climatic changes on the rising trends in respiratory allergy, Respiratory Medicine, 95, 606–611, https://doi.org/10.1053/rmed.2001.1112, 2001.

Dales, R., Cakmak, S., and Vidal, C.: Air pollution and hospitalization for headache in Chile, Am. J. Epidemiol., 170, 1057–1066, https://doi.org/10.1093/aje/kwp217, 2009.

Davidson, C. I., Miller, J. M., and Pleskow, M. A.: The influence of surface-structure on predicted particle dry deposition to natural grass canopies, Water Air Soil Pollut., 18, 25–43, https://doi.org/10.1007/bf02419401, 1982.

Dawson, J. P., Adams, P. J., and Pandis, S. N.: Sensitivity of PM2.5 to climate in the Eastern US: a modeling case study, Atmos. Chem. Phys., 7, 4295–4309, https://doi.org/10.5194/acp-7-4295-2007, 2007.

DeCarlo, P., Kimmel, J., Trimborn, A., Northway, M., Jayne, J., Aiken, A., Gonin, M., Fuhrer, K., Horvath, T., Docherty, K., Worsnop, D., and Jimenez, J.: Field-deployable, high-resolution, time-of-flight aerosol mass spectrometer, Anal. Chem., 78, 8281–8289, https://doi.org/10.1021/ac061249n, 2006.

DeCarlo, P. F., Ulbrich, I. M., Crounse, J., de Foy, B., Dunlea, E. J., Aiken, A. C., Knapp, D., Weinheimer, A. J., Campos, T., Wennberg, P. O., and Jimenez, J. L.: Investigation of the sources and processing of organic aerosol over the Central Mexican Plateau from aircraft measurements during MILAGRO, Atmos. Chem. Phys., 10, 5257–5280, https://doi.org/10.5194/acp-10-5257-2010, 2010.

Decesari, S., Mircea, M., Cavalli, F., Fuzzi, S., Moretti, F., Tagliavini, E., and Facchini, M.: Source attribution of water-soluble organic aerosol by nuclear magnetic resonance spectroscopy, Environ. Sci. Technol., 41, 2479–2484, https://doi.org/10.1021/es061711l, 2007.

Deguillaume, L., Leriche, M., Amato, P., Ariya, P. A., Delort, A.-M., Pöschl, U., Chaumerliac, N., Bauer, H., Flossmann, A. I., and Morris, C. E.: Microbiology and atmospheric processes: chemical interactions of primary biological aerosols, Biogeosciences, 5, 1073–1084, https://doi.org/10.5194/bg-5-1073-2008, 2008.

de Kok, T., Driece, H., Hogervorst, J., and Briede, J.: Toxicological assessment of ambient and traffic-related particulate matter: A review of recent studies, Mutation Research-Reviews in Mutation Research, 613, 103–122, https://doi.org/10.1016/j.mrrev.2006.07.001, 2006.

de Leeuw, G., Andreas, E. L., Anguelova, M. D., Fairall, C. W., Lewis, E. R., O'Dowd, C., Schulz, M., and Schwartz, S. E.: Production flux of sea spray aerosol, Rev. Geophys., 49, RG2001 https://doi.org/10.1029/2010rg000349, 2011.

Delfino, R., Staimer, N., Tjoa, T., Arhami, M., Polidori, A., Gillen, D., Kleinman, M., Schauer, J., and Sioutas, C.: Association of biomarkers of systemic inflammation with organic components and source tracers in quasi-ultrafine particles, Environ. Health Perspect., 118, 756–762, https://doi.org/10.1289/ehp.0901407, 2010.

DeMott, P., Petters, M., Prenni, A., Carrico, C., Kreidenweis, S., Collett, J., and Moosmuller, H.: Ice nucleation behavior of biomass combustion particles at cirrus temperatures, J. Geophys. Res.-Atmos., 114, D16205, https://doi.org/10.1029/2009JD012036, 2009.

Denier van der Gon, H., Gerlofs-Nijland, M. E., Gehrig, R., Gustafsson, M., Janssen, N., Harrison, R. M., Hulskotte, J., Johansson, C., Jozwicka, M., Keuken, M., Krijgsheld, K., Ntziachristos, L., Riediker, M., and Cassee, F. R.: The policy relevance of wear emissions from road transport, now and in the future – an international workshop report and consensus statement, Am. J. Air Waste Manage. Assoc., 63, 136–149, https://doi.org/10.1080/10962247.2012.741055, 2013.

Denier van der Gon, H. A. C., Visschedijk, A., van der Brugh, H., and Dröge, R.: A high resolution European emission data base for the year 2005, Utrecht, The Netherlands, 2010.

Denman, K. L., Brasseur, G., Chidthaisong, A., Ciais, P., Cox, P., Dickinson, R. E., Haugustaine, D., Heinze, C., Holland, E., Jacob, D., Lohmann, U., Ramachandran, S., da Silva Dias, P. L., Wofsy, S. C., and Zhang, X.: Couplings between changes in the climate system and biogeochemistry, in: Climate change 2007: The Physical Science Basis, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., 499–587, 2007.

Dentener, F., Kinne, S., Bond, T., Boucher, O., Cofala, J., Generoso, S., Ginoux, P., Gong, S., Hoelzemann, J. J., Ito, A., Marelli, L., Penner, J. E., Putaud, J.-P., Textor, C., Schulz, M., van der Werf, G. R., and Wilson, J.: Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom, Atmos. Chem. Phys., 6, 4321–4344, https://doi.org/10.5194/acp-6-4321-2006, 2006.

Despres, V. R., Huffman, J. A., Burrows, S. M., Hoose, C., Safatov, A. S., Buryak, G., Frohlich-Nowoisky, J., Elbert, W., Andreae, M. O., Pöschl, U., and Jaenicke, R.: Primary biological aerosol particles in the atmosphere: a review, Tellus Ser. B, 64, 15598, https://doi.org/10.3402/tellusb.v64i0.15598, 2012.

Dodson, R., Houseman, E., Morin, B., and Levy, J.: An analysis of continuous black carbon concentrations in proximity to an airport and major roadways, Atmos. Environ., 43, 3764–3773, https://doi.org/10.1016/j.atmosenv.2009.04.014, 2009.

Dominici, F., McDermott, A., Daniels, M., Zeger, S. L., and Samet, J.M.: Mortality among residents of 90 cities, in: Revised Analyses of Time-Series Studies of Air Pollution and Health, Health Effects Institute, Boston, MA, 9–24, 2003.

Dominici, F., Peng, R., Barr, C., and Bell, M.: Protecting human health from air pollution shifting from a single-pollutant to a multipollutant approach, Epidemiology, 21, 187–194, https://doi.org/10.1097/EDE.0b013e3181cc86e8, 2010.

Donahue, N. M., Epstein, S. A., Pandis, S. N., and Robinson, A. L.: A two-dimensional volatility basis set: 1. organic-aerosol mixing thermodynamics, Atmos. Chem. Phys., 11, 3303–3318, https://doi.org/10.5194/acp-11-3303-2011, 2011.

Donahue, N. M., Kroll, J. H., Pandis, S. N., and Robinson, A. L.: A two-dimensional volatility basis set – Part 2: Diagnostics of organic-aerosol evolution, Atmos. Chem. Phys., 12, 615–634, https://doi.org/10.5194/acp-12-615-2012, 2012a.

Donahue, N. M., Henry, K. M., Mentel, T. F., Kiendler-Scharr, A., Spindler, C., Bohn, B., Brauers, T., Dorn, H. P., Fuchs, H., Tillmann, R., Wahner, A., Saathoff, H., Naumann, K.-H., Möhler, O., Leisner, T., Müller, L., Reinnig, M.-C., Hoffmann, T., Salo, K., Hallquist, M., Frosch, M., Bilde, M., Tritscher, T., Barmet, P., Praplan, A. P., DeCarlo, P. F., Dommen, J., Prévôt, A. S. H., and Baltensperger, U.: Aging of biogenic secondary organic aerosol via gas-phase OH radical reactions, Proc. Natl. Acad. Sci. USA, 109, 13503–13508, 2012b.

Donahue, N. M., Chuang, W., Epstein, S. A., Kroll, J. H., Worsnop, D. R., Robinson, A. L., Adams, P. J., and Pandis, S. N.: Why do organic aerosols exist? Understanding aerosol lifetimes using the two-dimensional volatility basis set, Environ. Chem., 10, 151–157, 2013.

Donaldson, K. and Bohm, P.: Particle Toxicology, CRC Press, 2006.

Douwes, J., Thorne, P., Pearce, N., and Heederik, D.: Bioaerosol health effects and exposure assessment: Progress and prospects, Ann. Occupat. Hygiene, 47, 187–200, https://doi.org/10.1093/annhyg/meg032, 2003.

Drewnick, F., Hings, S., De Carlo, P., Jayne, J., Gonin, M., Fuhrer, K., Weimer, S., Jimenez, J., Demerjian, K., Borrmann, S., and Worsnop, D.: A new time-of-flight aerosol mass spectrometer (TOF-AMS) – Instrument description and first field deployment, Aerosol Sci. Technol., 39, 637–658, https://doi.org/10.1080/02786820500182040, 2005.

Dubovik, O. and King, M.: A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements, J. Geophys. Res.-Atmos., 105, 20673–20696, https://doi.org/10.1029/2000JD900282, 2000.

Dubovik, O., Holben, B., Lapyonok, T., Sinyuk, A., Mishchenko, M., Yang, P., and Slutsker, I.: Non-spherical aerosol retrieval method employing light scattering by spheroids, Geophys. Res. Lett., 29, https://doi.org/10.1029/2001GL014506, 2002.

Duce, R. A.: Speculations on budget of particulate and vapor-phase non-methane organic-carbon in global troposphere, Pure Appl. Geophys., 116, 244–273, https://doi.org/10.1007/bf01636883, 1978.

Durkee, P., Noone, K., Ferek, R., Johnson, D., Taylor, J., Garrett, T., Hobbs, P., Hudson, J., Bretherton, C., Innis, G., Frick, G., Hoppel, W., O'Dowd, C., Russell, L., Gasparovic, R., Nielsen, K., Tessmer, S., Ostrom, E., Osborne, S., Flagan, R., Seinfeld, J., and Rand, H.: The impact of ship-produced aerosols on the microstructure and albedo of warm marine stratocumulus clouds: A test of MAST hypotheses 1i and 1ii, J. Atmos. Sci., 57, 2554–2569, https://doi.org/10.1175/1520-0469(2000)0572.0.CO;2, 2000.

Dutton, E., Nelson, D., Stone, R., Longenecker, D., Carbaugh, G., Harris, J., and Wendell, J.: Decadal variations in surface solar irradiance as observed in a globally remote network, J. Geophys. Res.-Atmos., 111, D19101, https://doi.org/10.1029/2005JD006901, 2006.

Dymarska, M., Murray, B., Sun, L., Eastwood, M., Knopf, D., and Bertram, A.: Deposition ice nucleation on soot at temperatures relevant for the lower troposphere, J. Geophys. Res.-Atmos., 111, D04202, doi10.1029/2005JD006627, 2006.

Eastwood, M., Cremel, S., Wheeler, M., Murray, B., Girard, E., and Bertram, A.: Effects of sulfuric acid and ammonium sulfate coatings on the ice nucleation properties of kaolinite particles, Geophys. Res. Lett., 36, L02811, https://doi.org/10.1029/2008GL035997, 2009.

EC (European Commission): 1997, Directive 97/68/EC of the European Parliament and of the Council of 16 December 1997 on the approximation of the laws of the Member States relating to measures against the emission of gaseous and particulate pollutants from internal combustion engines to be installed in non-road mobile machinery (OJ L 59, 27.2.98), 1997.

EC (European Commission): 1998, Directive 98/69/EC of the European Parliament and of the Council of 13 October 1998 relating to measures to be taken against air pollution by emissions from motor vehicles and amending Council Directive 70/220/EEC, 1998.

EC (European Commission): 2007, Regulation (EC) No 715/2007 of the European Parliament and of the Council of 20 June 2007 on type approval of motor vehicles with respect to emissions from light passenger and commercial vehicles (Euro 5 and Euro 6) and on access to vehicle repair and maintenance information, 2007

EC (European Commission): 2008, Directive 2008/50/EC of the European Parliament and of the Council on ambient air quality and cleaner air for Europe., in: 2008/50/EC, edited by: Parliament, E., 2008.

EC (European Commission): 2012, Regulation n. 459/2012. EU EURO 5 and 6 emission standards, OJ L 142 of 1.6.2012 ed., edited by: Parliament, E., European Community, 2012.

EEA: Air Quality in Europe-2012 report, European Environment Agency, Copenhagen, 2012.

EEA: The impact of international shipping on European air quality and climate forcing, EEA Technical report 4/2013, European Environment Agency, Copenhagen, 2013a.

EEAL Air Quality in Europe, EEA Technical Report 9/2013, European Environment Agency, Copenhagen, 2013b.

Ehn, M., Thornton, J., Kleist, E., Sipila, M., Junninen, H., Pullinen, I., Springer, M., Rubach, F., Tillmann, R., Lee, B., Lopez-Hilfiker, F., Andres, S., Acir, I., Rissanen, M., Jokinen, T., Schobesberger, S., Kangasluoma, J., Kontkanen, J., Nieminen, T., Kurten, T., Nielsen, L., Jorgensen, S., Kjaergaard, H., Canagaratna, M., Dal Maso, M., Berndt, T., Petaja, T., Wahner, A., Kerminen, V., Kulmala, M., Worsnop, D., Wildt, J., and Mentel, T.: A large source of low-volatility secondary organic aerosol, Nature, 506, 476–479, https://doi.org/10.1038/nature13032, 2014.

Ekman Annica, M. L., Wang, C., Ström, J., and Krejci, R.: Explicit Simulation of aerosol physics in a cloud-resolving model: aerosol transport and processing in the free troposphere, J. Atmos. Sci., 63, 682–696, 2006.

El Haddad, I., Marchand, N., Wortham, H., Piot, C., Besombes, J.-L., Cozic, J., Chauvel, C., Armengaud, A., Robin, D., and Jaffrezo, J.-L.: Primary sources of PM2.5 organic aerosol in an industrial Mediterranean city, Marseille, Atmos. Chem. Phys., 11, 2039–2058, https://doi.org/10.5194/acp-11-2039-2011, 2011.

Elsasser, M., Crippa, M., Orasche, J., DeCarlo, P. F., Oster, M., Pitz, M., Cyrys, J., Gustafson, T. L., Pettersson, J. B. C., Schnelle-Kreis, J., Prévôt, A. S. H., and Zimmermann, R.: Organic molecular markers and signature from wood combustion particles in winter ambient aerosols: aerosol mass spectrometer (AMS) and high time-resolved GC-MS measurements in Augsburg, Germany, Atmos. Chem. Phys., 12, 6113–6128, https://doi.org/10.5194/acp-12-6113-2012, 2012.

EMEP 2009, Yttri, K. E., Aas, W., Tørseth, K., Stebel, K., Tsyro, S., Simpson, D., Mareckova, K., Wankmuller, R., Klimont, Z., Bergström, R., Denier van der Gon, H. A. C., Holzer-Popp, T., and Schroedter-Homscheidt, M.: Transboundary particulate matter in Europe, Status report 2009, EMEP, 2009.

EMEP 2011, Yttri, K. E., Aas, W., Tørseth, K., Fiebig, M., Fjaeraa, A. M., Tsyro, S., Simpson, D., Bergström, R., Mareckova, K., Wankmuller, R., Klimont, Z., Borken-Kleefeld, J., Cavalli, F., Putaud, J. P., Schultz, M., Querol, X., Alastuey, A., Amato, F., Cusack, M., Reche, C., Karanasiou, A., Viana, M., Moreno, T., Pey, J., Perez, L., Laj, P., and Wiedensohler, A.: Transboundary particulate matter in Europe, Status report 2011, EMEP, 2011.

EMEP 2012, Yttri, K. E., Aas, W., Tørseth, K., Kristiansen, N. I., Lund Myhre, C., Tsyro, S., Simpson, D., Bergström, R., Mareckova, K., Wankmuller, R., Klimont, Z., Ammann, M., Kouvarakis, G., Laj, P., Pappalardo, G., and Prévôt, A. S. H.: Transboundary particulate matter in Europe, Status report 2012, EMEP, 2012.

Engelhart, G. J., Hennigan, C. J., Miracolo, M. A., Robinson, A. L., and Pandis, S. N.: Cloud condensation nuclei activity of fresh primary and aged biomass burning aerosol, Atmos. Chem. Phys., 12, 7285–7293, https://doi.org/10.5194/acp-12-7285-2012, 2012.

EPA: Annual report 2009, Environmental Protection Agency, 2009.

Erupe, M. E., Viggiano, A. A., and Lee, S.-H.: The effect of trimethylamine on atmospheric nucleation involving H2SO4, Atmos. Chem. Phys., 11, 4767–4775, https://doi.org/10.5194/acp-11-4767-2011, 2011.

Ervens, B., Turpin, B. J., and Weber, R. J.: Secondary organic aerosol formation in cloud droplets and aqueous particles (aqSOA): a review of laboratory, field and model studies, Atmos. Chem. Phys., 11, 11069–11102, https://doi.org/10.5194/acp-11-11069-2011, 2011.

Escudero, M., Castillo, S., Querol, X., Avila, A., Alarcon, M., Viana, M., Alastuey, A., Cuevas, E., and Rodriguez, S.: Wet and dry African dust episodes over eastern Spain, J. Geophys. Res.-Atmos., 110, D18S08, https://doi.org/10.1029/2004JD004731, 2005.

Facchini, M. C., Decesari, S., Rinaldi, M., Carbone, C., Finessi, E., Mircea, M., Fuzzi, S., Moretti, F., Tagliavini, E., Ceburnis, D., and O'Dowd, C. D.: Important Source of Marine Secondary Organic Aerosol from Biogenic Amines, Environ. Sci. Technol., 42, 9116–9121, 2008.

Fagerli, H. and Aas, W.: Trends of nitrogen in air and precipitation: Model results and observations at EMEP sites in Europe, 1980–2003, Environ. Poll., 154, 448–461, 2008.

Fairall, C. W.: Interpretation of eddy-correlation measurements of particulate deposition and aerosol flux, Atmos. Environ., 18, 1329–1337, 1984.

Favez, O., Cachier, H., Sciare, J., Sarda-Esteve, R., and Martinon, L.: Evidence for a significant contribution of wood burning aerosols to PM2.5 during the winter season in Paris, France, Atmos. Environ., 43, 3640–3644, https://doi.org/10.1016/j.atmosenv.2009.04.035, 2009.

Favez, O., El Haddad, I., Piot, C., Boréave, A., Abidi, E., Marchand, N., Jaffrezo, J.-L., Besombes, J.-L., Personnaz, M.-B., Sciare, J., Wortham, H., George, C., and D'Anna, B.: Inter-comparison of source apportionment models for the estimation of wood burning aerosols during wintertime in an Alpine city (Grenoble, France), Atmos. Chem. Phys., 10, 5295–5314, https://doi.org/10.5194/acp-10-5295-2010, 2010.

Filleul, L., Rondeau, V., Vandentorren, S., Le Moual, N., Cantagrel, A., Annesi-Maesano, I., Charpin, D., Declercq, C., Neukirch, F., Paris, C., Vervloet, D., Brochard, P., Tessier, J., Kauffmann, F., and Baldi, I.: Twenty five year mortality and air pollution: results from the French PAARC survey, Occupat. Environ. Medicine, 62, 453–460, https://doi.org/10.1136/oem.2004.014746, 2005.

Finessi, E., Decesari, S., Paglione, M., Giulianelli, L., Carbone, C., Gilardoni, S., Fuzzi, S., Saarikoski, S., Raatikainen, T., Hillamo, R., Allan, J., Mentel, Th. F., Tiitta, P., Laaksonen, A., Petäjä, T., Kulmala, M., Worsnop, D. R., and Facchini, M. C.: Determination of the biogenic secondary organic aerosol fraction in the boreal forest by NMR spectroscopy, Atmos. Chem. Phys., 12, 941–959, https://doi.org/10.5194/acp-12-941-2012, 2012.

Fiore, A., Naik, V., Spracklen, D., Steiner, A., Unger, N., Prather, M., Bergmann, D., Cameron-Smith, P., Cionni, I., Collins, W., Dalsoren, S., Eyring, V., Folberth, G., Ginoux, P., Horowitz, L., Josse, B., Lamarque, J., MacKenzie, I., Nagashima, T., O'Connor, F., Righi, M., Rumbold, S., Shindell, D., Skeie, R., Sudo, K., Szopa, S., Takemura, T., and Zeng, G.: Global air quality and climate, Chem. Soc. Rev., 41, 6663–6683, https://doi.org/10.1039/c2cs35095e, 2012.

Fischer, G. and Dott, W.: Relevance of airborne fungi and their secondary metabolites for environmental, occupational and indoor hygiene, Archives Microbiol., 179, 75–82, https://doi.org/10.1007/s00203-002-0495-2, 2003.

Flanner, M., Zender, C., Randerson, J., and Rasch, P.: Present-day climate forcing and response from black carbon in snow, J. Geophys. Res.-Atmos., 112, D11202, https://doi.org/10.1029/2006JD008003, 2007.

Flanner, M. G., Zender, C. S., Hess, P. G., Mahowald, N. M., Painter, T. H., Ramanathan, V., and Rasch, P. J.: Springtime warming and reduced snow cover from carbonaceous particles, Atmos. Chem. Phys., 9, 2481–2497, https://doi.org/10.5194/acp-9-2481-2009, 2009.

Flannigan, M. and Vanwagner, C.: Climate change and wildfire in Canada, Canadian Journal of Forest Research-Revue Canadienne De Recherche Forestiere, 21, 66–72, https://doi.org/10.1139/x91-010, 1991.

Flannigan, M., Stocks, B., and Wotton, B.: Climate change and forest fires, Sci. Total Environ., 262, 221–229, https://doi.org/10.1016/S0048-9697(00)00524-6, 2000.

Flannigan, M. D., Logan, K. A., Amiro, B. D., Skinner, W. R., and Stocks, B. J.: Future area burned in Canada, Climatic Change, 72, 1–16, 2005

Flossmann, A. I., Hall, W. D., and Pruppacher, H. R.: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., 42 583–606, 1985.

Forster, P. E. A.: IPCC Climate Change 2007, in: The Physical Science Basis, edited by: Solomon, S., 2007.

Fountoukis, C., Racherla, P. N., Denier van der Gon, H. A. C., Polymeneas, P., Charalampidis, P. E., Pilinis, C., Wiedensohler, A., Dall'Osto, M., O'Dowd, C., and Pandis, S. N.: Evaluation of a three-dimensional chemical transport model (PMCAMx) in the European domain during the EUCAARI May 2008 campaign, Atmos. Chem. Phys., 11, 10331–10347, https://doi.org/10.5194/acp-11-10331-2011, 2011.

Fountoukis, C., Riipinen, I., Denier van der Gon, H. A. C., Charalampidis, P. E., Pilinis, C., Wiedensohler, A., O'Dowd, C., Putaud, J. P., Moerman, M., and Pandis, S. N.: Simulating ultrafine particle formation in Europe using a regional CTM: contribution of primary emissions versus secondary formation to aerosol number concentrations, Atmos. Chem. Phys., 12, 8663–8677, https://doi.org/10.5194/acp-12-8663-2012, 2012.

Fowler, D., Skiba, U., Nemitz, E., Choubedar, F., Branford, D., Donovan, R., and Rowland, P.: Measuring aerosol and heavy metal deposition on urban woodland and grass using inventories of 210Pb and metal concentrations in soil, Water, Air Soil Pollut. Focus, 4, 483–499, https://doi.org/10.1023/B:WAFO.0000028373.02470.ba, 2004.

Fowler, D., Pilegaard, K., Sutton, M., Ambus, P., Raivonen, M., Duyzer, J., Simpson, D., Fagerli, H., Fuzzi, S., Schjoerring, J., Granier, C., Neftel, A., Isaksen, I., Laj, P., Maione, M., Monks, P., Burkhardt, J., Daemmgen, U., Neirynck, J., Personne, E., Wichink-Kruit, R., Butterbach-Bahl, K., Flechard, C., Tuovinen, J., Coyle, M., Gerosa, G., Loubet, B., Altimir, N., Gruenhage, L., Ammann, C., Cieslik, S., Paoletti, E., Mikkelsen, T., Ro-Poulsen, H., Cellier, P., Cape, J., Horvath, L., Loreto, F., Niinemets, U., Palmer, P., Rinne, J., Misztal, P., Nemitz, E., Nilsson, D., Pryor, S., Gallagher, M., Vesala, T., Skiba, U., Brueggemann, N., Zechmeister-Boltenstern, S., Williams, J., O'Dowd, C., Facchini, M., de Leeuw, G., Flossman, A., Chaumerliac, N., and Erisman, J.: Atmospheric composition change: Ecosystems-Atmosphere interactions, Atmos. Environ., 43, 5193–5267, https://doi.org/10.1016/j.atmosenv.2009.07.068, 2009.

Franze, T., Weller, M. G., Niessner, R., and Pöschl, U.: Protein nitration by polluted air, Environ. Sci. Technol., 39, 1673–1678, 2005.

Freutel, F., Drewnick, F., Schneider, J., Klimach, T., and Borrmann, S.: Quantitative single-particle analysis with the Aerodyne aerosol mass spectrometer: development of a new classification algorithm and its application to field data, Atmos. Meas. Tech., 6, 3131–3145, https://doi.org/10.5194/amt-6-3131-2013, 2013.

Fröhlich, R., Cubison, M. J., Slowik, J. G., Bukowiecki, N., Prévôt, A. S. H., Baltensperger, U., Schneider, J., Kimmel, J. R., Gonin, M., Rohner, U., Worsnop, D. R., and Jayne, J. T.: The ToF-ACSM: a portable aerosol chemical speciation monitor with TOFMS detection, Atmos. Meas. Tech., 6, 3225–3241, https://doi.org/10.5194/amt-6-3225-2013, 2013.

Frostier, F., Belled, V., Faustino, A., Stafoggia, M., Cattani, G., and Marconi, A.: Fine and ultrafine particles and hospital admissions for cardiovascular and respiratory diseases, Epidemiology, 18, S112–S112, 2007.

Fuzzi, S., Andreae, M. O., Huebert, B. J., Kulmala, M., Bond, T. C., Boy, M., Doherty, S. J., Guenther, A., Kanakidou, M., Kawamura, K., Kerminen, V.-M., Lohmann, U., Russell, L. M., and Pöschl, U.: Critical assessment of the current state of scientific knowledge, terminology, and research needs concerning the role of organic aerosols in the atmosphere, climate, and global change, Atmos. Chem. Phys., 6, 2017–2038, https://doi.org/10.5194/acp-6-2017-2006, 2006.

Gallagher, M. W., Beswick, K. M., Duyzer, J., Westrate, H., Choularton, T. W., and Hummelshoj, P.: Measurements of aerosol fluxes to Speulder forest using a micrometeorological technique, Atmos. Environ., 31, 359–373, 1997.

Ganteaume, A., Camia, A., Jappiot, M., San-Miguel-Ayanz, J., Long-Fournel, M., and Lampin, C.: A review of the main driving factors of forest fire ignition over Europe, Environ. Manage., 51, 651–662, 2013.

Gantt, B., Xu, J., Meskhidze, N., Zhang, Y., Nenes, A., Ghan, S. J., Liu, X., Easter, R., and Zaveri, R.: Global distribution and climate forcing of marine organic aerosol – Part 2: Effects on cloud properties and radiative forcing, Atmos. Chem. Phys., 12, 6555–6563, https://doi.org/10.5194/acp-12-6555-2012, 2012.

Garland, J.: Dry and wet removal of sulfur from atmosphere, Atmos. Environ., 12, 349–362, https://doi.org/10.1016/0004-6981(78)90217-2, 1978.

Garza, K., Soto, K., and Murr, L.: Cytotoxicity and reactive oxygen species generation from aggregated carbon and carbonaceous nanoparticulate materials, Int. J. Nanomedicine, 3, 83–94, 2008.

Gaschen, A., Lang, D., Kalberer, M., Savi, M., Geiser, T., Gazdhar, A., Lehr, C., Bur, M., Dommen, J., Baltensperger, U., and Geiser, M.: Cellular responses after exposure of lung cell cultures to secondary organic aerosol particles, Environ. Sci. Technol., 44, 1424–1430, https://doi.org/10.1021/es902261m, 2010.

Gauggel-Lewandowski, S., Heussner, A., Steinberg, P., Pieterse, B., van der Burg, B., and Dietrich, D.: Bioavailability and potential carcinogenicity of polycyclic aromatic hydrocarbons from wood combustion particulate matter in vitro, Chemico-Biol. Int., 206, 411–422, https://doi.org/10.1016/j.cbi.2013.05.015, 2013.

Gehring, U., Heinrich, J., Kramer, U., Grote, V., Hochadel, M., Sugiri, D., Kraft, M., Rauchfuss, K., Eberwein, H., and Wichmann, H.: Long-term exposure to ambient air pollution and cardiopulmonary mortality in women, Epidemiology, 17, 545–551, https://doi.org/10.1097/01.ede.0000224541.38258.87, 2006.

Gehring, U., Wijga, A., Brauer, M., Fischer, P., de Jongste, J., Kerkhof, M., Oldenwening, M., Smit, H., and Brunekreef, B.: Traffic-related air pollution and the development of asthma and allergies during the first 8 years of life, Am. Jo. Respirat. Crit. Care Medicine, 181, 596–603, https://doi.org/10.1164/rccm.200906-0858OC, 2010.

Gelencsér, A., Hoffer, A., Kiss, G., Tombacz, E., Kurdi, R., and Bencze, L.: In-situ formation of light-absorbing organic matter in cloud water, J. Atmos. Chem., 45, 25–33, https://doi.org/10.1023/A:1024060428172, 2003.

Gelencsér, A., May, B., Simpson, D., Sanchez-Ochoa, A., Kasper-Giebl, A., Puxbaum, H., Caseiro, A., Pio, C., and Legrand, M.: Source apportionment of PM2.5 organic aerosol over Europe: Primary/secondary, natural/anthropogenic, and fossil/biogenic origin, J. Geophys. Res.-Atmos., 112, D23S04, https://doi.org/10.1029/2006JD008094, 2007.

Generoso, S., Bréon, F.-M., Balkanski, Y., Boucher, O., and Schulz, M.: Improving the seasonal cycle and interannual variations of biomass burning aerosol sources, Atmos. Chem. Phys., 3, 1211–1222, https://doi.org/10.5194/acp-3-1211-2003, 2003.

Gentner, D. R., Isaacman, G., Worton, D. R., Chan, A. W. H., Dallmann, T. R., Davis, L., Liu, S., Day, D. A., Russell, L. M., Wilson, K. R., Weber, R., Guha, A., Harley, R., and Goldstein, A. H.: Elucidating secondary organic aerosol from diesel and gasoline vehicles through detailed characterization of organic carbon emissions, Proc. Natl. Acad. Sci., 109, 18318–18323, https://doi.org/10.1073/pnas.1212272109, 2012.

Giannadaki, D., Pozzer, A., and Lelieveld, J.: Modeled global effects of airborne desert dust on air quality and premature mortality, Atmos. Chem. Phys., 14, 957–968, https://doi.org/10.5194/acp-14-957-2014, 2014.

Giannakopoulos, C., Chipperfield, M. P., Law, K. S., and Pyle, J. A.: Validation and intercompasison of wet and dry deposition chemes using 210Pb in a global three-dimensional off-line chemistry transport model, J. Geophys. Res.-Atmos., 104, 23761–23784, 1999.

Gietl, J., Lawrence, R., Thorpe, A., and Harrison, R.: Identification of brake wear particles and derivation of a quantitative tracer for brake dust at a major road, Atmos. Environ., 44, 141–146, https://doi.org/10.1016/j.atmosenv.2009.10.016, 2010.

Gilardoni, S., Russell, L., Sorooshian, A., Flagan, R., Seinfeld, J., Bates, T., Quinn, P., Allan, J., Williams, B., Goldstein, A., Onasch, T., and Worsnop, D.: Regional variation of organic functional groups in aerosol particles on four US east coast platforms during the International Consortium for Atmospheric Research on Transport and Transformation 2004 campaign, J. Geophys. Res.-Atmos., 112, D10S27, https://doi.org/10.1029/2006JD007737, 2007.

Gilardoni, S., Vignati, E., Cavalli, F., Putaud, J. P., Larsen, B. R., Karl, M., Stenström, K., Genberg, J., Henne, S., and Dentener, F.: Better constraints on sources of carbonaceous aerosols using a combined 14C – macro tracer analysis in a European rural background site, Atmos. Chem. Phys., 11, 5685–5700, https://doi.org/10.5194/acp-11-5685-2011, 2011a.

Gilardoni, S., Vignati, E., Marmer, E., Cavalli, F., Belis, C., Gianelle, V., Loureiro, A., and Artaxo, P.: Sources of carbonaceous aerosol in the Amazon basin, Atmos. Chem. Phys., 11, 2747–2764, https://doi.org/10.5194/acp-11-2747-2011, 2011b.

Gilgen, H., Wild, M., and Ohmura, A.: Means and trends of shortwave irradiance at the surface estimated from global energy balance archive data, J. Climate, 11, 2042–2061, https://doi.org/10.1175/1520-0442-11.8.2042, 1998.

Gillett, N., Weaver, A., Zwiers, F., and Flannigan, M.: Detecting the effect of climate change on Canadian forest fires, Geophys. Res. Lett., 31, L18211, https://doi.org/10.1029/2004GL020876, 2004.

Ginoux, P., Prospero, J., Gill, T., Hsu, N., and Zhao, M.: Global-scale attribution of anthropogenic and natural dust sources and their emission rates based on modis deep blue aerosol products, Rev. Geophys., 50, RG3005, https://doi.org/10.1029/2012RG000388, 2012.

Goldstein, A., and Galbally, I.: Known and unexplored organic constituents in the earth's atmosphere, Environ. Sci. Technol., 41, 1514–1521, https://doi.org/10.1021/es072476p, 2007.

Gonçalves, F. L. T., Martins, J. A., Albrecht, R. I., Morales, C. A., Silva Dias, M. A., and Morris, C. E.: Effect of bacterial ice nuclei on the frequency and intensity of lightning activity inferred by the BRAMS model, Atmos. Chem. Phys., 12, 5677–5689, https://doi.org/10.5194/acp-12-5677-2012, 2012.

Good, P., Moriondo, M., Giannakopoulos, C., and Bindi, M.: The meteorological conditions associated with extreme fire risk in Italy and Greece: relevance to climate model studies, Int. J. Wildland Fire, 17, 155–165, https://doi.org/10.1071/WF07001, 2008.

Graber, E. R. and Rudich, Y.: Atmospheric HULIS: How humic-like are they? A comprehensive and critical review, Atmos. Chem. Phys., 6, 729–753, https://doi.org/10.5194/acp-6-729-2006, 2006.

Grieshop, A. P., Logue, J. M., Donahue, N. M., and Robinson, A. L.: Laboratory investigation of photochemical oxidation of organic aerosol from wood fires 1: measurement and simulation of organic aerosol evolution, Atmos. Chem. Phys., 9, 1263–1277, https://doi.org/10.5194/acp-9-1263-2009, 2009.

Gruijthuijsen Y. K., Grieshuber, I., Stöcklinger, A., Tischler, U., Fehrenbach, T., Weller, M. G., Vogel, L., Vieths, S., Pöschl, U., and Duschl, A.: Nitration enhances the allergenic potential of proteins, Int. Arch. Allergy Immunol., 141, 265–275, 2006.

Gualtieri, M., Ovrevik, J., Mollerup, S., Asare, N., Longhin, E., Dahlman, H., Camatini, M., and Holme, J.: Airborne urban particles (Milan winter-PM2.5) cause mitotic arrest and cell death: Effects on DNA, mitochondria, AhR binding and spindle organization, Mutation Research-Fundamental and Molecular Mechanisms of Mutagenesis, 713, 18–31, https://doi.org/10.1016/j.mrfmmm.2011.05.011, 2011.

Guriansherman, D. and Lindow, S. E.: Bacterial ice nucleation – significance and molecular-basis, Faseb J., 7, 1338–1343, 1993.

Häkkinen, S. A. K., Äijälä, M., Lehtipalo, K., Junninen, H., Backman, J., Virkkula, A., Nieminen, T., Vestenius, M., Hakola, H., Ehn, M., Worsnop, D. R., Kulmala, M., Petäjä, T., and Riipinen, I.: Long-term volatility measurements of submicron atmospheric aerosol in Hyytiälä, Finland, Atmos. Chem. Phys., 12, 10771–10786, https://doi.org/10.5194/acp-12-10771-2012, 2012.

Hallquist, M., Wenger, J. C., Baltensperger, U., Rudich, Y., Simpson, D., Claeys, M., Dommen, J., Donahue, N. M., George, C., Goldstein, A. H., Hamilton, J. F., Herrmann, H., Hoffmann, T., Iinuma, Y., Jang, M., Jenkin, M. E., Jimenez, J. L., Kiendler-Scharr, A., Maenhaut, W., McFiggans, G., Mentel, Th. F., Monod, A., Prévôt, A. S. H., Seinfeld, J. H., Surratt, J. D., Szmigielski, R., and Wildt, J.: The formation, properties and impact of secondary organic aerosol: current and emerging issues, Atmos. Chem. Phys., 9, 5155–5236, https://doi.org/10.5194/acp-9-5155-2009, 2009.

Hand, J. L., Schichtel, B. A., Malm, W. C., and Pitchford, M. L.: Particulate sulfate ion concentration and SO2 emission trends in the United States from the early 1990s through 2010, Atmos. Chem. Phys., 12, 10353–10365, https://doi.org/10.5194/acp-12-10353-2012, 2012.

Hansell, D. A., Carlson, C. A., Repeta, D. J., and Schlitzer, R.: Dissolved organic matter in the ocean a controversy stimulates new insights, Oceanography, 22, 202–211, 2009.

Harder, V., Gilmour, P., Lentner, B., Karg, E., Takenaka, S., Ziesenis, A., Stampfl, A., Kodavanti, U., Heyder, J., and Schulz, H.: Cardiovascular responses in unrestrained WKY rats to inhaled ultrafine carbon particles, Inhalation Toxicol., 17, 29–42, https://doi.org/10.1080/08958370590885681, 2005.

Harrison, R. and Yin, J.: Particulate matter in the atmosphere: which particle properties are important for its effects on health?, Sci. Total Environ., 249, 85–101, https://doi.org/10.1016/S0048-9697(99)00513-6, 2000.

Harrison, R. M., Stedman, J., and Derwent, D.: New directions: Why are PM10 concentrations in Europe not falling?, Atmos. Environ., 42, 603–606, https://doi.org/10.1016/j.atmosenv.2007.11.023, 2008.

Harrison, R. M., Jones, A. M., Beddows, D. C. S., and Derwent, R. G.: The effect of varying primary emissions on the concentrations of inorganic aerosols predicted by the enhanced UK Photochemical Trajectory Model, Atmos. Environ., 69, 211–218, https://doi.org/10.1016/j.atmosenv.2012.12.016, 2013.

Hatch, L., Creamean, J., Ault, A., Surratt, J., Chan, M., Seinfeld, J., Edgerton, E., Su, Y., and Prather, K.: Measurements of isoprene-derived organosulfates in ambient aerosols by aerosol time-of-flight mass spectrometry-part 2: temporal variability and formation mechanisms, Environ. Sci. Technol., 45, 8648–8655, https://doi.org/10.1021/es2011836, 2011.

He, L.-Y., Lin, Y., Huang, X.-F., Guo, S., Xue, L., Su, Q., Hu, M., Luan, S.-J., and Zhang, Y.-H.: Characterization of high-resolution aerosol mass spectra of primary organic aerosol emissions from Chinese cooking and biomass burning, Atmos. Chem. Phys., 10, 11535–11543, https://doi.org/10.5194/acp-10-11535-2010, 2010.

Heald, C., Henze, D., Horowitz, L., Feddema, J., Lamarque, J., Guenther, A., Hess, P., Vitt, F., Seinfeld, J., Goldstein, A., and Fung, I.: Predicted change in global secondary organic aerosol concentrations in response to future climate, emissions, and Gruijthuijsen, land use change, J. Geophys. Res.-Atmos., 113, D05211, https://doi.org/10.1029/2007JD009092, 2008.

Healy, R., O'Connor, I., Hellebust, S., Allanic, A., Sodeau, J., and Wenger, J.: Characterisation of single particles from in-port ship emissions, Atmos. Environ., 43, 6408–6414, https://doi.org/10.1016/j.atmosenv.2009.07.039, 2009.

Hecobian, A., Liu, Z., Hennigan, C. J., Huey, L. G., Jimenez, J. L., Cubison, M. J., Vay, S., Diskin, G. S., Sachse, G. W., Wisthaler, A., Mikoviny, T., Weinheimer, A. J., Liao, J., Knapp, D. J., Wennberg, P. O., Kürten, A., Crounse, J. D., Clair, J. St., Wang, Y., and Weber, R. J.: Comparison of chemical characteristics of 495 biomass burning plumes intercepted by the NASA DC-8 aircraft during the ARCTAS/CARB-2008 field campaign, Atmos. Chem. Phys., 11, 13325–13337, https://doi.org/10.5194/acp-11-13325-2011, 2011.

HEI: Traffic-Related Air Pollution: A Critical Review of the Literature on Emissions, Exposure, and Health Effects, Health Effects Institute, 2010.

Hennigan, C., Sullivan, A., Collett, J., and Robinson, A.: Levoglucosan stability in biomass burning particles exposed to hydroxyl radicals, Geophys. Res. Lett., 37, L09806, https://doi.org/10.1029/2010GL043088, 2010.

Hennigan, C. J., Miracolo, M. A., Engelhart, G. J., May, A. A., Presto, A. A., Lee, T., Sullivan, A. P., McMeeking, G. R., Coe, H., Wold, C. E., Hao, W.-M., Gilman, J. B., Kuster, W. C., de Gouw, J., Schichtel, B. A., Collett Jr., J. L., Kreidenweis, S. M., and Robinson, A. L.: Chemical and physical transformations of organic aerosol from the photo-oxidation of open biomass burning emissions in an environmental chamber, Atmos. Chem. Phys., 11, 7669–7686, https://doi.org/10.5194/acp-11-7669-2011, 2011.

Heo, J.-B., Hopke, P. K., and Yi, S.-M.: Source apportionment of PM2.5 in Seoul, Korea, Atmos. Chem. Phys., 9, 4957–4971, https://doi.org/10.5194/acp-9-4957-2009, 2009.

Heringa, M. F., DeCarlo, P. F., Chirico, R., Tritscher, T., Dommen, J., Weingartner, E., Richter, R., Wehrle, G., Prévôt, A. S. H., and Baltensperger, U.: Investigations of primary and secondary particulate matter of different wood combustion appliances with a high-resolution time-of-flight aerosol mass spectrometer, Atmos. Chem. Phys., 11, 5945–5957, https://doi.org/10.5194/acp-11-5945-2011, 2011.

Heringa, M. F., DeCarlo, P. F., Chirico, R., Tritscher, T., Clairotte, M., Mohr, C., Crippa, M., Slowik, J. G., Pfaffenberger, L., Dommen, J., Weingartner, E., Prévôt, A. S. H., and Baltensperger, U.: A new method to discriminate secondary organic aerosols from different sources using high-resolution aerosol mass spectra, Atmos. Chem. Phys., 12, 2189–2203, https://doi.org/10.5194/acp-12-2189-2012, 2012.

Herr, C. E. W., zur Nieden, A., Jankofsky, M., Stilianakis, N. I., Boedeker, R.-H., and Eikmann, T. F.: Effects of bioaerosol polluted outdoor air on airways of residents: a cross sectional study, Occupat. Environ. Medicine, 60, 336–342, https://doi.org/10.1136/oem.60.5.336, 2003.

Hildebrandt, L., Engelhart, G. J., Mohr, C., Kostenidou, E., Lanz, V. A., Bougiatioti, A., DeCarlo, P. F., Prevot, A. S. H., Baltensperger, U., Mihalopoulos, N., Donahue, N. M., and Pandis, S. N.: Aged organic aerosol in the Eastern Mediterranean: the Finokalia Aerosol Measurement Experiment – 2008, Atmos. Chem. Phys., 10, 4167–4186, https://doi.org/10.5194/acp-10-4167-2010, 2010a.

Hildebrandt, L., Kostenidou, E., Mihalopoulos, N., Worsnop, D., Donahue, N., and Pandis, S.: Formation of highly oxygenated organic aerosol in the atmosphere: Insights from the Finokalia Aerosol Measurement Experiments, Geophys. Res. Lett., 37, L23801, https://doi.org/10.1029/2010GL045193, 2010b.

Hinds, W. C.: Aerosol Technology : Properties, Behavior, and Measurement of Airborne Particles Wiley Interscience, 1999.

Hodzic, A., Madronich, S., Bohn, B., Massie, S., Menut, L., and Wiedinmyer, C.: Wildfire particulate matter in Europe during summer 2003: meso-scale modeling of smoke emissions, transport and radiative effects, Atmos. Chem. Phys., 7, 4043–4064, https://doi.org/10.5194/acp-7-4043-2007, 2007.

Hodzic, A., Jimenez, J. L., Madronich, S., Canagaratna, M. R., DeCarlo, P. F., Kleinman, L., and Fast, J.: Modeling organic aerosols in a megacity: potential contribution of semi-volatile and intermediate volatility primary organic compounds to secondary organic aerosol formation, Atmos. Chem. Phys., 10, 5491–5514, https://doi.org/10.5194/acp-10-5491-2010, 2010.

Hoek, G., Brunekreef, B., Goldbohm, S., Fischer, P., and van den Brandt, P.: Association between mortality and indicators of traffic-related air pollution in the Netherlands: a cohort study, Lancet, 360, 1203–1209, https://doi.org/10.1016/S0140-6736(02)11280-3, 2002.

Hoek, G., Beelen, R., Eeftens, M., Mehefste, K., de Vrieze, G., Briggs, D., Cyrys, J., Forsberg, B., Madsen, C., Nieuwenhuijsen, M., Liu, S., de Nazelle, A., and Brunekreef, B.: Air pollution exposure in Europe-assessment in the ESCAPE study, Epidemiology, 20, S254–S254, 2009.

Hoffmann, B., Moebus, S., Dragano, N., Stang, A., Moehlenkamp, S., Schmermund, A., Memmesheimer, M., Broecker-Preuss, M., Mann, K., Erbel, R., and Joeckel, K.-H.: Chronic residential exposure to particulate matter air pollution and systemic inflammatory markers, Environ. Health Perspect., 117, 1302–1308, https://doi.org/10.1289/ehp.0800362, 2009.

Hoffmann, D., Iinuma, Y., and Herrmann, H.: Development of a method for fast analysis of phenolic molecular markers in biomass burning particles using high performance liquid chromatography/atmo spheric pressure chemical ionisation mass spectrometry, J. Chromatography, 1143, 168–175, https://doi.org/10.1016/j.chroma.2007.01.035, 2007.

Hoffmann, D., Tilgner, A., Iinuma, Y., and Herrmann, H.: Atmospheric Stability of Levoglucosan: A Detailed Laboratory and Modeling Study, Environ. Sci. Technol., 44, 694–699, https://doi.org/10.1021/es902476f, 2010.

Hogg, J., Chu, F., Utokaparch, S., Woods, R., Elliott, W., Buzatu, L., Cherniack, R., Rogers, R., Sciurba, F., Coxson, H., and Pare, P.: The nature of small-airway obstruction in chronic obstructive pulmonary disease, New England J. Medicine, 350, 2645–2653, https://doi.org/10.1056/NEJMoa032158, 2004.

Holzinger, R., Goldstein, A. H., Hayes, P. L., Jimenez, J. L., and Timkovsky, J.: Chemical evolution of organic aerosol in Los Angeles during the CalNex 2010 study, Atmos. Chem. Phys., 13, 10125–10141, https://doi.org/10.5194/acp-13-10125-2013, 2013.

Hoogerbrugge, R., van der Gon, H. A. C., van Zanten, M. C., and Matthijsen, J.: Trends in Particulate Matter, BOP Report 500099014/2010, PBL Netherlands Environmental Assessment Agency, PO BOX 303, 3720 AH Bilthoven, The Netherlands, 2010.

Hoose, C. and Möhler, O.: Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments, Atmos. Chem. Phys., 12, 9817–9854, https://doi.org/10.5194/acp-12-9817-2012, 2012.

Hoose, C., Lohmann, U., Erdin, R., and Tegen, I.: The global influence of dust mineralogical composition on heterogeneous ice nucleation in mixed-phase clouds, Environ. Res. Lett., 3, 025003, https://doi.org/10.1088/1748-9326/3/2/025003, 2008.

Hopke, P.: Recent developments in receptor modeling, J. Chemometrics, 17, 255–265, https://doi.org/10.1002/cem.796, 2003.

Hopke, P., Ito, K., Mar, T., Christensen, W., Eatough, D., Henry, R., Kim, E., Laden, F., Lall, R., Larson, T., Liu, H., Neas, L., Pinto, J., Stolzel, M., Suh, H., Paatero, P., and Thurston, G.: PM source apportionment and health effects: 1. Intercomparison of source apportionment results, J. Exposure Sci. Environ. Epidemiol., 16, 275–286, https://doi.org/10.1038/sj.jea.7500458, 2006.

Hoyle, C. R., Boy, M., Donahue, N. M., Fry, J. L., Glasius, M., Guenther, A., Hallar, A. G., Huff Hartz, K., Petters, M. D., Petäjä, T., Rosenoern, T., and Sullivan, A. P.: A review of the anthropogenic influence on biogenic secondary organic aerosol, Atmos. Chem. Phys., 11, 321–343, https://doi.org/10.5194/acp-11-321-2011, 2011.

Hsu, H., Adamkiewicz, G., Houseman, E., Vallarino, J., Melly, S., Wayson, R., Spengler, J., and Levy, J.: The relationship between aviation activities and ultrafine particulate matter concentrations near a mid-sized airport, Atmos. Environ., 50, 328–337, https://doi.org/10.1016/j.atmosenv.2011.12.002, 2012.

Hu, S., Polidori, A., Arhami, M., Shafer, M. M., Schauer, J. J., Cho, A., and Sioutas, C.: Redox activity and chemical speciation of size fractioned PM in the communities of the Los Angeles-Long Beach harbor, Atmos. Chem. Phys., 8, 6439–6451, https://doi.org/10.5194/acp-8-6439-2008, 2008.

Hu, S., Fruin, S., Kozawa, K., Mara, S., Winer, A., and Paulson, S.: Aircraft Emission Impacts in a Neighborhood Adjacent to a General Aviation Airport in Southern California, Environ. Sci. Technol., 43, 8039–8045, https://doi.org/10.1021/es900975f, 2009.

Hu, W. W., Hu, M., Yuan, B., Jimenez, J. L., Tang, Q., Peng, J. F., Hu, W., Shao, M., Wang, M., Zeng, L. M., Wu, Y. S., Gong, Z. H., Huang, X. F., and He, L. Y.: Insights on organic aerosol aging and the influence of coal combustion at a regional receptor site of central eastern China, Atmos. Chem. Phys., 13, 10095-10112, https://doi.org/10.5194/acp-13-10095-2013, 2013.

Huang, R.-J., Zhang, Y., Bozzeti, C., Ho, K.-F., Cao, J.-J., Han, Y., Daellenbach, K. R., Slowik, J.G., Platt, S. M., Canonaco, F., Zotter, P., Wolf, R., Pieber, S. M., Bruns, E. A., Crippa, M., Ciarelli, G., Piazzalunga, A., Schwikowski, M., Abbaszade, G., Schnelle-Kreis, J., Zimmermann, R., An, Z., Szidat, S., Baltensperger, U., El Haddad, I., and Prévôt, A. S. H.: High secondary aerosol contribution to particulate pollution during haze events in China, Nature, 514, 218–222, https://doi.org/10.1038/nature13774, 2014.

IARC: International Agency for research on Cancer, Monographs on the Evaluation of Carcinogenic Risks to Humans: Diesel and Gasoline Engine Exhausts and Some Nitroarenes, 105, 714 pp., 2013.

Iinuma, Y., Muller, C., Berndt, T., Boge, O., Claeys, M., and Herrmann, H.: Evidence for the Existence of Organosulfates from β-Pinene Ozonolysis in Ambient Secondary Organic Aerosol, Environ. Sci. Technol., 41, 6678–6683, 2007.

IPCC: Fourth Assessment Report Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996 pp., 2007.

IPCC: Fifth Assessment Report: Climate Change 2013: The Physical Science Basis, Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Doschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Cambridge University Press, https://doi.org/10.1017/CBO9781107415324.016, 2013.

Isaksen, I., Granier, C., Myhre, G., Berntsen, T., Dalsoren, S., Gauss, M., Klimont, Z., Benestad, R., Bousquet, P., Collins, W., Cox, T., Eyring, V., Fowler, D., Fuzzi, S., Jockel, P., Laj, P., Lohmann, U., Maione, M., Monks, P., Prévôt, A., Raes, F., Richter, A., Rognerud, B., Schulz, M., Shindell, D., Stevenson, D., Storelvmo, T., Wang, W., van Weele, M., Wild, M., and Wuebbles, D.: Atmospheric composition change: Climate-Chemistry interactions, Atmos. Environ., 43, 5138–5192, https://doi.org/10.1016/j.atmosenv.2009.08.003, 2009.

Ito, K., Christensen, W., Eatough, D., Henry, R., Kim, E., Laden, F., Lall, R., Larson, T., Neas, L., Hopke, P., and Thurston, G.: PM source apportionment and health effects: 2. An investigation of intermethod variability in associations between source-apportioned fine particle mass and daily mortality in Washington, DC, J. Exposure Sci. Environ. Epidemiol., 16, 300–310, https://doi.org/10.1038/sj.jea.7500464, 2006.

Jacob, D. and Winner, D.: Effect of climate change on air quality, Atmos. Environ., 43, 51–63, https://doi.org/10.1016/j.atmosenv.2008.09.051, 2009.

Jacobson, M.: Strong radiative heating due to the mixing state of black carbon in atmospheric aerosols, Nature, 409, 695–697, https://doi.org/10.1038/35055518, 2001.

Jacobson, M. and Streets, D.: Influence of future anthropogenic emissions on climate, natural emissions, and air quality, J. Geophys. Res.-Atmos., 114, D08118, https://doi.org/10.1029/2008JD011476, 2009.

Jacobson, M. Z.: Development of mixed-phase clouds from multiple aerosol size distributions and the effect of the clouds on aerosol removal, J. Geophys. Res.-Atmos., 108, D8, 4245, https://doi.org/10.1029/2002jd002691, 2003.

Jaenicke, R.: Abundance of cellular material and proteins in the atmosphere, Science, 308, 73–73, https://doi.org/10.1126/science.1106335, 2005.

Jaffe, D., Hafner, W., Chand, D., Westerling, A., and Spracklen, D.: Interannual variations in PM2.5 due to wildfires in the Western United States, Environ. Sci. Technol., 42, 2812–2818, https://doi.org/10.1021/es702755v, 2008.

Jalava, P., Hirvonen, M., Sillanpaa, M., Pennanen, A., Happo, M., Hillamo, R., Cassee, F., Gerlofs-Nijland, M., Borm, P., Schins, R., Janssen, N., and Salonen, R.: Associations of urban air particulate composition with inflammatory and cytotoxic responses in RAW 246.7 cell line, Inhalation Toxicol., 21, 994–1006, https://doi.org/10.1080/08958370802695710, 2009.

Janssen, N. A. H., Hoek, G., Simic-Lawson, M., Fischer, P., van Bree, L., ten Brink, H., Keuken, M., Atkinson, R. W., Anderson, H. R., Brunekreef, B., and Cassee, F. R.: Black Carbon as an Additional Indicator of the Adverse Health Effects of Airborne Particles Compared with PM10 and PM2.5, Environ. Health Perspect., 119, 1691–1699, https://doi.org/10.1289/ehp.1003369, 2011.

Jayne, J., Leard, D., Zhang, X., Davidovits, P., Smith, K., Kolb, C., and Worsnop, D.: Development of an aerosol mass spectrometer for size and composition analysis of submicron particles, Aerosol Sci. Technol., 33, 49–70, https://doi.org/10.1080/027868200410840, 2000.

Jiang, H., Xue, H., Teller, A., Feingold, G., and Levin, Z.: Aerosol effects on the lifetime of shallow cumulus, Geophys. Res. Lett., 33, L14806, https://doi.org/10.1029/2006GL026024, 2006.

Jiang, H., Liu, G., Wang, X., Song, W., Zhang, R., Zhang, C., Hu, H., and Li, Y.: Spatial variability of soil properties in a long-term tobacco plantation in central China, Soil Science, 175, 137–144, https://doi.org/10.1097/SS.0b013e3181d82176, 2010.

Jickells, T., An, Z., Andersen, K., Baker, A., Bergametti, G., Brooks, N., Cao, J., Boyd, P., Duce, R., Hunter, K., Kawahata, H., Kubilay, N., laRoche, J., Liss, P., Mahowald, N., Prospero, J., Ridgwell, A., Tegen, I., and Torres, R.: Global iron connections between desert dust, ocean biogeochemistry, and climate, Science, 308, 67–71, https://doi.org/10.1126/science.1105959, 2005.

Jimenez, J., Canagaratna, M., Donahue, N., Prévôt, A., Zhang, Q., Kroll, J., De Carlo, P., Allan, J., Coe, H., Ng, N., Aiken, A., Docherty, K., Ulbrich, I., Grieshop, A., Robinson, A., Duplissy, J., Smith, J., Wilson, K., Lanz, V., Hueglin, C., Sun, Y., Tian, J., Laaksonen, A., Raatikainen, T., Rautiainen, J., Vaattovaara, P., Ehn, M., Kulmala, M., Tomlinson, J., Collins, D., Cubison, M., Dunlea, E., Huffman, J., Onasch, T., Alfarra, M., Williams, P., Bower, K., Kondo, Y., Schneider, J., Drewnick, F., Borrmann, S., Weimer, S., Demerjian, K., Salcedo, D., Cottrell, L., Griffin, R., Takami, A., Miyoshi, T., Hatakeyama, S., Shimono, A., Sun, J., Zhang, Y., Dzepina, K., Kimmel, J., Sueper, D., Jayne, J., Herndon, S., Trimborn, A., Williams, L., Wood, E., Middlebrook, A., Kolb, C., Baltensperger, U., and Worsnop, D.: Evolution of organic aerosols in the atmosphere, Science, 326, 1525–1529, https://doi.org/10.1126/science.1180353, 2009.

Jolleys, M., Coe, H., McFiggans, G., Capes, G., Allan, J., Crosier, J., Williams, P., Allen, G., Bower, K., Jimenez, J., Russell, L., Grutter, M., and Baumgardner, D.: Characterizing the aging of biomass burning organic aerosol by use of mixing ratios: A meta-analysis of four regions, Environ. Sci. Technol., 46, 13093–13102, https://doi.org/10.1021/es302386v, 2012.

Joly, M., Attard, E., Sancelme, M., Deguillaume, L., Guilbaud, C., Morris, C. E., Amato, P., and Delort, A. M.: Ice nucleation activity of bacteria isolated from cloud water, Atmos. Environ., 70, 392–400, https://doi.org/10.1016/j.atmosenv.2013.01.027, 2013.

Jung, J., Adams, P., and Pandis, S.: Simulating the size distribution and chemical composition of ultrafine particles during nucleation events, Atmos. Environ., 40, 2248–2259, https://doi.org/10.1016/j.atmosenv.2005.09.082, 2006.

Jurányi, Z., Gysel, M., Weingartner, E., Bukowiecki, N., Kammermann, L., Baltensperger, U.: A 17 month climatology of the cloud condensation nuclei number concentration at the high alpine site Jungfraujoch, J. Geophys. Res., 116, D10204, https://doi.org/10.1029/2010JD015199, 2011.

Kalberer, M., Paulsen, D., Sax, M., Steinbacher, M., Dommen, J., Prévôt, A., Fisseha, R., Weingartner, E., Frankevich, V., Zenobi, R., and Baltensperger, U.: Identification of polymers as major components of atmospheric organic aerosols, Science, 303, 1659–1662, https://doi.org/10.1126/science.1092185, 2004.

Kallos, G., Papadopoulos, A., Katsafados, P., and Nickovic, S.: Transatlantic Saharan dust transport: Model simulation and results, J. Geophys. Res.-Atmos., 111, D09204, https://doi.org/10.1029/2005JD006207, 2006.

Kallos, G., Astitha, M., Katsafados, P., and Spyrou, C.: Long-range transport of anthropogenically and naturally produced particulate matter in the Mediterranean and North Atlantic: Current state of knowledge, Journal of Appl. Meteorol. Climatol., 46, 1230–1251, https://doi.org/10.1175/JAM2530.1, 2007.

Kanakidou, M., Seinfeld, J. H., Pandis, S. N., Barnes, I., Dentener, F. J., Facchini, M. C., Van Dingenen, R., Ervens, B., Nenes, A., Nielsen, C. J., Swietlicki, E., Putaud, J. P., Balkanski, Y., Fuzzi, S., Horth, J., Moortgat, G. K., Winterhalter, R., Myhre, C. E. L., Tsigaridis, K., Vignati, E., Stephanou, E. G., and Wilson, J.: Organic aerosol and global climate modelling: a review, Atmos. Chem. Phys., 5, 1053–1123, https://doi.org/10.5194/acp-5-1053-2005, 2005.

Kang, E., Root, M. J., Toohey, D. W., and Brune, W. H.: Introducing the concept of Potential Aerosol Mass (PAM), Atmos. Chem. Phys., 7, 5727–5744, https://doi.org/10.5194/acp-7-5727-2007, 2007.

Kanji, Z. A., Welti, A., Chou, C., Stetzer, O., and Lohmann, U.: Laboratory studies of immersion and deposition mode ice nucleation of ozone aged mineral dust particles, Atmos. Chem. Phys., 13, 9097–9118, https://doi.org/10.5194/acp-13-9097-2013, 2013.

Karanasiou, A., Moreno, N., Moreno, T., Viana, M., de Leeuw, F., and Querol, X.: Health effects from Sahara dust episodes in Europe: Literature review and research gaps, Environment Int., 47, 107–114, https://doi.org/10.1016/j.envint.2012.06.012, 2012.

Kassomenos, P., Petrakis, M., Sarigiannis, D., Gotti, A., and Karakitsios, S.: Identifying the contribution of physical and chemical stressors to the daily number of hospital admissions implementing an artificial neural network model, Air Quality Atmos. Health, 4, 263–272, https://doi.org/10.1007/s11869-011-0139-2, 2011.

Katsouyanni, K. and Grp, A.: APHEA project: Air pollution and health: A European approach, Epidemiology, 17, S19–S19, https://doi.org/10.1097/00001648-200611001-00003, 2006.

Katsouyanni, K., Touloumi, G., Samoli, E., Gryparis, A., Le Tertre, A., Monopolis, Y., Rossi, G., Zmirou, D., Ballester, F., Boumghar, A., Anderson, H., Wojtyniak, B., Paldy, A., Braunstein, R., Pekkanen, J., Schindler, C., and Schwartz, J.: Confounding and effect modification in the short-term effects of ambient particles on total mortality: Results from 29 European cities within the APHEA2 project, Epidemiology, 12, 521–531, https://doi.org/10.1097/00001648-200109000-00011, 2001.

Katul, G. G., Groenholm, T., Launiainen, S., and Vesala, T.: Predicting the dry deposition of aerosol-sized particles using layer-resolved canopy and pipe flow analogy models: role of turbophoresis, J Geophys. Res., 115, D12202, https://doi.org/10.1029/2009JD012853, 2010.

Katul, G. G., Grnoholm, T., Launiainen, S., and Vesala, T.: The effects of the canopy medium on dry deposition velocities of aerosol particles in the canopy sub-layer above forested ecosystems, Atmos. Environ., 45, 1203–1212, 2011.

Kaufman, Y., Tanre, D., and Boucher, O.: A satellite view of aerosols in the climate system, Nature, 419, 215–223, https://doi.org/10.1038/nature01091, 2002.

Kaufman, Y., Koren, I., Remer, L., Rosenfeld, D., and Rudich, Y.: The effect of smoke, dust, and pollution aerosol on shallow cloud development over the Atlantic Ocean, Proc. Natl. Aca. Sci. USA, 102, 11207–11212, https://doi.org/10.1073/pnas.0505191102, 2005.

Keetch, J. J. and Byram, G.M.: A drought index for forest fire control, U.S. Department of Agriculture, Forest Service. Southeastern Forest Experiment Station, Asheville NC, US, 32 pp., 1968.

Kellogg, C. and Griffin, D.: Aerobiology and the global transport of desert dust, Trends Ecol. Evolution, 21, 638–644, https://doi.org/10.1016/j.tree.2006.07.004, 2006.

Kelly, F. and Fussell, J.: Size, source and chemical composition as determinants of toxicity attributable to ambient particulate matter, Atmos. Environ., 60, 504–526, https://doi.org/10.1016/j.atmosenv.2012.06.039, 2012.

Kelly, F. J., Anderson, H. R., Armstrong, B., Atkinson, R., Barratt, B., Beevers, S., Derwent, R. G., Green, D., Mudway, I., and Wilkinson, P.: The impact of the congestion charging scheme on air quality in London, Health Effects Institute, 2011.

Kerminen, V. and Kulmala, M.: Analytical formulae connecting the "real" and the "apparent" nucleation rate and the nuclei number concentration for atmospheric nucleation events, J. Aerosol Sci., 33, 609–622, https://doi.org/10.1016/S0021-8502(01)00194-X, 2002.

Kerminen, V., Virkkula, A., Hillamo, R., Wexler, A., and Kulmala, M.: Secondary organics and atmospheric cloud condensation nuclei production, J. Geophys. Res.-Atmos., 105, 9255–9264, https://doi.org/10.1029/1999JD901203, 2000.

Kerminen, V.-M., Paramonov, M., Anttila, T., Riipinen, I., Fountoukis, C., Korhonen, H., Asmi, E., Laakso, L., Lihavainen, H., Swietlicki, E., Svenningsson, B., Asmi, A., Pandis, S. N., Kulmala, M., and Petäjä, T.: Cloud condensation nuclei production associated with atmospheric nucleation: a synthesis based on existing literature and new results, Atmos. Chem. Phys., 12, 12037–12059, https://doi.org/10.5194/acp-12-12037-2012, 2012.

Keuken, M., Moerman, M., Voogt, M., Blom, M., Weijers, E., Rockmann, T., and Dusek, U.: Source contributions to PM2.5 and PM10 at an urban background and a street location, Atmos. Environ., 71, 26–35, https://doi.org/10.1016/j.atmosenv.2013.01.032, 2013.

Kirchstetter, T., Novakov, T., and Hobbs, P.: Evidence that the spectral dependence of light absorption by aerosols is affected by organic carbon, J. Geophys. Res.-Atmos., 109, D21208, https://doi.org/10.1029/2004JD004999, 2004.

Kirillova, E. N., Andersson, A., Han, J., Lee, M., and Gustafsson, Ö.: Sources and light absorption of water-soluble organic carbon aerosols in the outflow from northern China, Atmos. Chem. Phys., 14, 1413–1422, https://doi.org/10.5194/acp-14-1413-2014, 2014.

Kirkby, J., Curtius, J., Almeida, J., Dunne, E., Duplissy, J., Ehrhart, S., Franchin, A., Gagne, S., Ickes, L., Kurten, A., Kupc, A., Metzger, A., Riccobono, F., Rondo, L., Schobesberger, S., Tsagkogeorgas, G., Wimmer, D., Amorim, A., Bianchi, F., Breitenlechner, M., David, A., Dommen, J., Downard, A., Ehn, M., Flagan, R., Haider, S., Hansel, A., Hauser, D., Jud, W., Junninen, H., Kreissl, F., Kvashin, A., Laaksonen, A., Lehtipalo, K., Lima, J., Lovejoy, E., Makhmutov, V., Mathot, S., Mikkila, J., Minginette, P., Mogo, S., Nieminen, T., Onnela, A., Pereira, P., Petaja, T., Schnitzhofer, R., Seinfeld, J., Sipila, M., Stozhkov, Y., Stratmann, F., Tome, A., Vanhanen, J., Viisanen, Y., Vrtala, A., Wagner, P., Walther, H., Weingartner, E., Wex, H., Winkler, P., Carslaw, K., Worsnop, D., Baltensperger, U., and Kulmala, M.: Role of sulphuric acid, ammonia and galactic cosmic rays in atmospheric aerosol nucleation, Nature, 476, 429–U477, https://doi.org/10.1038/nature10343, 2011.

Kitanovski, Z., Čusak, A., Grgi\\c, I., and Claeys, M.: Chemical characterization of the main products formed through aqueous-phase photonitration of guaiacol, Atmos. Meas. Tech., 7, 2457–2470, https://doi.org/10.5194/amt-7-2457-2014, 2014.

Kleindienst, T., Jaoui, M., Lewandowski, M., Offenberg, J., Lewis, C., Bhave, P., and Edney, E.: Estimates of the contributions of biogenic and anthropogenic hydrocarbons to secondary organic aerosol at a southeastern US location, Atmos. Environ., 41, 8288–8300, https://doi.org/10.1016/j.atmosenv.2007.06.045, 2007.

Knol, A., de Hartog, J., Boogaard, H., Slottje, P., van der Sluijs, J., Lebret, E., Cassee, F., Wardekker, A., Ayres, J., Borm, P., Brunekreef, B., Donaldson, K., Forastiere, F., Holgate, S., Kreyling, W., Nemery, B., Pekkanen, J., Stone, V., Wichmann, H., and Hoek, G.: Expert elicitation on ultrafine particles: likelihood of health effects and causal pathways, Particle Fibre Toxicol., 6, 19, https://doi.org/10.1186/1743-8977-6-19, 2009.

Knopf, D. A., Alpert, P. A., Wang, B., and Aller, J. Y.: Stimulation of ice nucleation by marine diatoms, Nat. Geosci., 4, 88–90, 2011.

Knorr, W., Kaminski, T., Arneth, A., and Weber, U.: Impact of human population density on fire frequency at the global scale, Biogeosciences, 11, 1085–1102, https://doi.org/10.5194/bg-11-1085-2014, 2014.

Koçak, M., Mihalopoulos, N., and Kubilay, N.: Chemical composition of the fine and coarse fraction of aerosols in the northeastern Mediterranean, Atmos. Environ., 41, 7351–7368, https://doi.org/10.1016/j.atmosenv.2007.05.011, 2007.

Koch, D., Schulz, M., Kinne, S., McNaughton, C., Spackman, J. R., Balkanski, Y., Bauer, S., Berntsen, T., Bond, T. C., Boucher, O., Chin, M., Clarke, A., De Luca, N., Dentener, F., Diehl, T., Dubovik, O., Easter, R., Fahey, D. W., Feichter, J., Fillmore, D., Freitag, S., Ghan, S., Ginoux, P., Gong, S., Horowitz, L., Iversen, T., Kirkevåg, A., Klimont, Z., Kondo, Y., Krol, M., Liu, X., Miller, R., Montanaro, V., Moteki, N., Myhre, G., Penner, J. E., Perlwitz, J., Pitari, G., Reddy, S., Sahu, L., Sakamoto, H., Schuster, G., Schwarz, J. P., Seland, Ø., Stier, P., Takegawa, N., Takemura, T., Textor, C., van Aardenne, J. A., and Zhao, Y.: Evaluation of black carbon estimations in global aerosol models, Atmos. Chem. Phys., 9, 9001–9026, https://doi.org/10.5194/acp-9-9001-2009, 2009.

Koch, D., Balkanski, Y., Bauer, S. E., Easter, R. C., Ferrachat, S., Ghan, S. J., Hoose, C., Iversen, T., Kirkevåg, A., Kristjansson, J. E., Liu, X., Lohmann, U., Menon, S., Quaas, J., Schulz, M., Seland, Ø., Takemura, T., and Yan, N.: Soot microphysical effects on liquid clouds, a multi-model investigation, Atmos. Chem. Phys., 11, 1051–1064, https://doi.org/10.5194/acp-11-1051-2011, 2011.

Kokkola, H., Sorjamaa, R., Peraniemi, A., Raatikainen, T., and Laaksonen, A.: Cloud formation of particles containing humic-like substances, Geophys Res. Lett., 33, L10816, https://doi.org/10.1029/2006GL026107, 2006.

Koop, T., Luo, B., Tsias, A., and Peter, T.: Water activity as the determinant for homogeneous ice nucleation in aqueous solutions, Nature, 406, 611–614, https://doi.org/10.1038/35020537, 2000.

Koop, T., Bookhold, J., Shiraiwa, M., and Pöschl, U.: Glass transition and phase state of organic compounds: dependency on molecular properties and implications for secondary organic aerosols in the atmosphere, Phys. Chem. Chem. Phys., 13, 19238–19255, 2011.

Koren, I., Kaufman, Y., Rosenfeld, D., Remer, L., and Rudich, Y.: Aerosol invigoration and restructuring of Atlantic convective clouds, Geophys. Res. Lett., 32, L14828, https://doi.org/10.1029/2005GL023187, 2005.

Korhonen, H., Sihto, S.-L., Kerminen, V.-M., and Lehtinen, K. E. J.: Evaluation of the accuracy of analysis tools for atmospheric new particle formation, Atmos. Chem. Phys., 11, 3051–3066, https://doi.org/10.5194/acp-11-3051-2011, 2011.

Kowalski, A. S.: Deliquescence induces eddy covariance and estimable dry deposition errors, Atmos. Environ., 35, 4843–4851, 2001.

Kroll, J., Smith, J., Che, D., Kessler, S., Worsnop, D., and Wilson, K.: Measurement of fragmentation and functionalization pathways in the heterogeneous oxidation of oxidized organic aerosol, Phys. Chem. Chem. Phys., 11, 8005–8014, https://doi.org/10.1039/b905289e, 2009.

Kuang, C., Riipinen, I., Sihto, S.-L., Kulmala, M., McCormick, A. V., and McMurry, P. H.: An improved criterion for new particle formation in diverse atmospheric environments, Atmos. Chem. Phys., 10, 8469–8480, https://doi.org/10.5194/acp-10-8469-2010, 2010.

Kulmala, M., Toivonen, A., Makela, J., and Laaksonen, A.: Analysis of the growth of nucleation mode particles observed in Boreal forest, Tellus Ser. B, 50, 449–462, https://doi.org/10.1034/j.1600-0889.1998.t01-4-00004.x, 1998.

Kulmala, M., Riipinen, I., Sipila, M., Manninen, H., Petaja, T., Junninen, H., Dal Maso, M., Mordas, G., Mirme, A., Vana, M., Hirsikko, A., Laakso, L., Harrison, R., Hanson, I., Leung, C., Lehtinen, K., and Kerminen, V.: Toward direct measurement of atmospheric nucleation, Science, 318, 89–92, https://doi.org/10.1126/science.1144124, 2007.

Kulmala, M., Riipinen, I., Nieminen, T., Hulkkonen, M., Sogacheva, L., Manninen, H. E., Paasonen, P., Petäjä, T., Dal Maso, M., Aalto, P. P., Viljanen, A., Usoskin, I., Vainio, R., Mirme, S., Mirme, A., Minikin, A., Petzold, A., Hõrrak, U., Plaß-Dülmer, C., Birmili, W., and Kerminen, V.-M.: Atmospheric data over a solar cycle: no connection between galactic cosmic rays and new particle formation, Atmos. Chem. Phys., 10, 1885–1898, https://doi.org/10.5194/acp-10-1885-2010, 2010.

Kulmala, M., Asmi, A., Lappalainen, H. K., Baltensperger, U., Brenguier, J.-L., Facchini, M. C., Hansson, H.-C., Hov, Ø., O'Dowd, C. D., Pöschl, U., Wiedensohler, A., Boers, R., Boucher, O., de Leeuw, G., Denier van der Gon, H. A. C., Feichter, J., Krejci, R., Laj, P., Lihavainen, H., Lohmann, U., McFiggans, G., Mentel, T., Pilinis, C., Riipinen, I., Schulz, M., Stohl, A., Swietlicki, E., Vignati, E., Alves, C., Amann, M., Ammann, M., Arabas, S., Artaxo, P., Baars, H., Beddows, D. C. S., Bergström, R., Beukes, J. P., Bilde, M., Burkhart, J. F., Canonaco, F., Clegg, S. L., Coe, H., Crumeyrolle, S., D'Anna, B., Decesari, S., Gilardoni, S., Fischer, M., Fjaeraa, A. M., Fountoukis, C., George, C., Gomes, L., Halloran, P., Hamburger, T., Harrison, R. M., Herrmann, H., Hoffmann, T., Hoose, C., Hu, M., Hyvärinen, A., Hõrrak, U., Iinuma, Y., Iversen, T., Josipovic, M., Kanakidou, M., Kiendler-Scharr, A., Kirkevåg, A., Kiss, G., Klimont, Z., Kolmonen, P., Komppula, M., Kristjánsson, J.-E., Laakso, L., Laaksonen, A., Labonnote, L., Lanz, V. A., Lehtinen, K. E. J., Rizzo, L. V., Makkonen, R., Manninen, H. E., McMeeking, G., Merikanto, J., Minikin, A., Mirme, S., Morgan, W. T., Nemitz, E., O'Donnell, D., Panwar, T. S., Pawlowska, H., Petzold, A., Pienaar, J. J., Pio, C., Plass-Duelmer, C., Prévôt, A. S. H., Pryor, S., Reddington, C. L., Roberts, G., Rosenfeld, D., Schwarz, J., Seland, Ø., Sellegri, K., Shen, X. J., Shiraiwa, M., Siebert, H., Sierau, B., Simpson, D., Sun, J. Y., Topping, D., Tunved, P., Vaattovaara, P., Vakkari, V., Veefkind, J. P., Visschedijk, A., Vuollekoski, H., Vuolo, R., Wehner, B., Wildt, J., Woodward, S., Worsnop, D. R., van Zadelhoff, G.-J., Zardini, A. A., Zhang, K., van Zyl, P. G., Kerminen, V.-M., S Carslaw, K., and Pandis, S. N.: General overview: European Integrated project on Aerosol Cloud Climate and Air Quality interactions (EUCAARI) – integrating aerosol research from nano to global scales, Atmos. Chem. Phys., 11, 13061–13143, https://doi.org/10.5194/acp-11-13061-2011, 2011.

Kulmala, M., Kontkanen, J., Junninen, H., Lehtipalo, K., Manninen, H., Nieminen, T., Petaja, T., Sipila, M., Schobesberger, S., Rantala, P., Franchin, A., Jokinen, T., Jarvinen, E., Aijala, M., Kangasluoma, J., Hakala, J., Aalto, P., Paasonen, P., Mikkila, J., Vanhanen, J., Aalto, J., Hakola, H., Makkonen, U., Ruuskanen, T., Mauldin, R., Duplissy, J., Vehkamaki, H., Back, J., Kortelainen, A., Riipinen, I., Kurten, T., Johnston, M., Smith, J., Ehn, M., Mentel, T., Lehtinen, K., Laaksonen, A., Kerminen, V., and Worsnop, D.: Direct Observations of Atmospheric Aerosol Nucleation, Science, 339, 943-946, https://doi.org/10.1126/science.1227385, 2013.

Kumagai, Y., Shinkai, Y., Miura, T., and Cho, A. K.: The chemical biology of naphthoquinones and its environmental implications, Ann. Rev. Pharmacol. Toxicol., 52, 221–247, https://doi.org/10.1146/annurev-pharmtox-010611-134517, 2011.

Künzi, L., Mertes, P., Schneider, S., Jeannet, N., Menzi, C., Dommen, J., Baltensperger, U., Prévôt, A. S. H., Salathe, M., Kalberer, M., and Geiser, M.: Responses of lung cells to realistic exposure of primary and aged carbonaceous aerosols, Atmos. Environ., 68, 143–150, 2013.

Kyrö, E.-M., Väänänen, R., Kerminen, V.-M., Virkkula, A., Petäjä, T., Asmi, A., Dal Maso, M., Nieminen, T., Juhola, S., Shcherbinin, A., Riipinen, I., Lehtipalo, K., Keronen, P., Aalto, P. P., Hari, P., and Kulmala, M.: Trends in new particle formation in eastern Lapland, Finland: effect of decreasing sulfur emissions from Kola Peninsula, Atmos. Chem. Phys., 14, 4383–4396, https://doi.org/10.5194/acp-14-4383-2014, 2014.

Laden, F., Schwartz, J., Speizer, F., and Dockery, D.: Reduction in fine particulate air pollution and mortality – Extended follow-up of the Harvard six cities study, Am. J. Resp.y Crit. Care Medicine, 173, 667–672, https://doi.org/10.1164/rccm.200503-443OC, 2006.

Lambert, S. and Fyfe, J.: Changes in winter cyclone frequencies and strengths simulated in enhanced greenhouse warming experiments: results from the models participating in the IPCC diagnostic exercise, Clim. Dynam., 26, 713–728, https://doi.org/10.1007/s00382-006-0110-3, 2006.

Lane, T. E., Donahue, N. M., and Pandis, S. N.: Simulating secondary organic aerosol formation using the volatility basis-set approach in a chemical transport model, Atmos. Environ., 42, 7439–7451, https://doi.org/https://doi.org/10.1016/j.atmosenv.2008.06.026, 2008.

Lang-Yona, N., Dannemiller, K., Yamamoto, N., Burshtein, N., Peccia, J., Yarden, O., and Rudich, Y.: Annual distribution of allergenic fungal spores in atmospheric particulate matter in the Eastern Mediterranean; a comparative study between ergosterol and quantitative PCR analysis, Atmos. Chem. Phys., 12, 2681–2690, https://doi.org/10.5194/acp-12-2681-2012, 2012.

Lang-Yona, N., Levin, Y., Dannemiller, K. C., Yarden, O., Peccia, J., and Rudich, Y.: Changes in atmospheric CO2 influence the allergenicity of Aspergillus fumigatus, Glob. Change Biol., 19, 2381–2388, https://doi.org/10.1111/gcb.12219, 2013.

Lanz, V., Alfarra, M., Baltensperger, U., Buchmann, B., Hueglin, C., Szidat, S., Wehrli, M., Wacker, L., Weimer, S., Caseiro, A., Puxbaum, H., and Prévôt, A.: Source attribution of submicron organic aerosols during wintertime inversions by advanced factor analysis of aerosol mass spectra, Environ. Sci. Technol., 42, 214–220, https://doi.org/10.1021/es0707207, 2008.

Lanz, V. A., Alfarra, M. R., Baltensperger, U., Buchmann, B., Hueglin, C., and Prévôt, A. S. H.: Source apportionment of submicron organic aerosols at an urban site by factor analytical modelling of aerosol mass spectra, Atmos. Chem. Phys., 7, 1503–1522, https://doi.org/10.5194/acp-7-1503-2007, 2007.

Lanz, V. A., Prévôt, A. S. H., Alfarra, M. R., Weimer, S., Mohr, C., DeCarlo, P. F., Gianini, M. F. D., Hueglin, C., Schneider, J., Favez, O., D'Anna, B., George, C., and Baltensperger, U.: Characterization of aerosol chemical composition with aerosol mass spectrometry in Central Europe: an overview, Atmos. Chem. Phys., 10, 10453–10471, https://doi.org/10.5194/acp-10-10453-2010, 2010.

Larsen, B. R., Gilardoni, S., Stenström, K., Niedzialek, J., Jimenez, J., and Belis, C. A.: Sources for PM air pollution in the Po Plain, Italy: II. Probabilistic uncertainty characterization and sensitivity analysis of secondary and primary sources, Atmos. Environ., 50, 203–213, 2012.

Laskin, A., Smith, J. S., and Laskin, J.: Molecular characterization of nitrogen-containing organic compounds in biomass burning aerosols using high-resolution mass spectrometry, Environ. Sci. Technol., 43, 3764–3771, https://doi.org/10.1021/es803456n, 2009.

Lee, S., Kim, H., Yan, B., Cobb, C., Hennigan, C., Nichols, S., Chamber, M., Edgerton, E., Jansen, J., Hu, Y., Zheng, M., Weber, R., and Russell, A.: Diagnosis of aged prescribed burning plumes impacting an urban area, Environ. Sci. Technol., 42, 1438–1444, https://doi.org/10.1021/es7023059, 2008.

Lee, T., Grinshpun, S. A., Kim, K. Y., Iossifova, Y., Adhikari, A., and Reponen, T.: Relationship between indoor and outdoor airborne fungal spores, pollen, and (1 -> 3)-beta-D-glucan in homes without visible mold growth, Aerobiologia, 22, 227–236, https://doi.org/10.1007/s10453-006-9034-y, 2006a.

Lee, T., Grinshpun, S. A., Martuzevicius, D., Adhikari, A., Crawford, C. M., Luo, J., and Reponen, T.: Relationship between indoor and outdoor bioaerosols collected with a button inhalable aerosol sampler in urban homes, Indoor Air, 16, 37–47, https://doi.org/10.1111/j.1600-0668.2005.00396.x, 2006b.

Legrand, M. and Puxbaum, H.: Summary of the CARBOSOL project: Present and retrospective state of organic versus inorganic aerosol over Europe, J. Geophys. Res.-Atmos., 112, D23S01, https://doi.org/10.1029/2006JD008271, 2007.

Leibensperger, E. M., Mickley, L. J., Jacob, D. J., Chen, W.-T., Seinfeld, J. H., Nenes, A., Adams, P. J., Streets, D. G., Kumar, N., and Rind, D.: Climatic effects of 1950–2050 changes in US anthropogenic aerosols – Part 1: Aerosol trends and radiative forcing, Atmos. Chem. Phys., 12, 3333–3348, https://doi.org/10.5194/acp-12-3333-2012, 2012.

Lelieveld, J., Barlas, C., Giannadaki, D., and Pozzer, A.: Model calculated global, regional and megacity premature mortality due to air pollution, Atmos. Chem. Phys., 13, 7023–7037, https://doi.org/10.5194/acp-13-7023-2013, 2013.

Lenschow, P., Abraham, H., Kutzner, K., Lutz, M., Preuss, J., and Reichenbacher, W.: Some ideas about the sources of PM10, Atmos. Environ., 35, S23–S33, 2001.

Le Tertre, A., Medina, S., Samoli, E., Forsberg, B., Michelozzi, P., Boumghar, A., Vonk, J., Bellini, A., Atkinson, R., Ayres, J., Sunyer, J., Schwartz, J., and Katsouyanni, K.: Short-term effects of particulate air pollution on cardiovascular diseases in eight European cities, J. Epidemiol. Commun. Health, 56, 773–779, https://doi.org/10.1136/jech.56.10.773, 2002.

Levy, J. I., Woody, M., Baek, B. H., Shankar, U., and Arunachalam, S.: Current and future particulate-matter-related mortality risks in the United States from aviation emissions during landing and takeoff, Risk Analysis, 32, 237–249, https://doi.org/10.1111/j.1539-6924.2011.01660.x, 2012.

Liebers, V., Brüning, T., and Raulf-Heimsoth, M.: Occupational endotoxin-exposure and possible health effects on humans (review), Am. J. Indust. Medicine, 49, 474–491, https://doi.org/10.1002/ajim.20310, 2006.

Liepert, B.: Observed reductions of surface solar radiation at sites in the United States and worldwide from 1961 to 1990, Geophys. Res. Lett., 29, 10, 1421, https://doi.org/10.1029/2002GL014910, 2002.

Lin, G., Penner, J. E., Flanner, M. G., Sillman, S., Xu, L., and Zhou, C.: Radiative forcing of organic aerosol in the atmosphere and on snow: Effects of SOA and brown carbon, J. Geophys. Res. Atmos., 119, 7453–7476, https://doi.org/10.1002/2013JD021186, 2014.

Lipfert, F., Wyzga, R., Baty, J., and Miller, J.: Traffic density as a surrogate measure of environmental exposures in studies of air pollution health effects: Long-term mortality in a cohort of US veterans, Atmos. Environ., 40, 154–169, https://doi.org/10.1016/j.atmosenv.2005.09.027, 2006.

Liu, D., Wenzel, R., and Prather, K.: Aerosol time-of-flight mass spectrometry during the Atlanta Supersite Experiment: 1. Measurements, J. Geophys. Res.-Atmos., 108, D7, 8426, https://doi.org/10.1029/2001JD001562, 2003.

Liu, J., Horowitz, L., Fan, S., Carlton, A., and Levy, H.: Global in-cloud production of secondary organic aerosols: Implementation of a detailed chemical mechanism in the GFDL atmospheric model AM3, J. Geophys. Res.-Atmos., 117, D15303, https://doi.org/10.1029/2012JD017838, 2012.

Liu, Y., Stanturf, J., and Goodrick, S.: Trends in global wildfire potential in a changing climate, Forest Ecol. Manage., 259, 685–697, https://doi.org/10.1016/j.foreco.2009.09.002, 2010.

Lodovici, M. and Bigagli, E. : Oxidative stress and Air Pollution Exposure, J. Toxicology, 2011, 487074, https://doi.org/10.1155/2011/487074, 2011.

Lohmann, U.: A glaciation indirect aerosol effect caused by soot aerosols, Geophys. Res. Lett., 29, 1052, https://doi.org/10.1029/2001GL014357, 2002.

Lohmann, U.: Aerosol effects on precipitation locally and globally, Climate variability and extremes during the past 100 years, 33, 195–206, https://doi.org/10.1007/978-1-4020-6766-2_13, 2008.

Lohmann, U. and Diehl, K.: Sensitivity studies of the importance of dust ice nuclei for the indirect aerosol effect on stratiform mixed-phase clouds, J. Atmos. Sci., 63, 968–982, https://doi.org/10.1175/JAS3662.1, 2006.

Longhin, E., Holme, J., Gutzkow, K., Arlt, V., Kucab, J., Camatini, M., and Gualtieri, M.: Cell cycle alterations induced by urban PM2.5 in bronchial epithelial cells: characterization of the process and possible mechanisms involved, Particle Fibre Toxicol., 10, 63, https://doi.org/10.1186/1743-8977-10-63, 2013.

Loza, C. L., Chan, A. W., Galloway, M. M., Keutsch, F. N., Flagan, R. C., and Seinfeld, J. H.: Characterization of vapor wall loss in laboratory chambers, Environ. Sci. Technol., 44, 5074–5078, 2010.

Malm, W., Schichtel, B., Ames, R., and Gebhart, K.: A 10-year spatial and temporal trend of sulfate across the United States, J. Geophys. Res.-Atmos., 107, D22, 4627, https://doi.org/10.1029/2002JD002107, 2002.

Manders, A., Schaap, M., Querol, X., Albert, M., Vercauteren, J., Kuhlbusch, T., and Hoogerbrugge, R.: Sea salt concentrations across the European continent, Atmos. Environ., 44, 2434–2442, https://doi.org/10.1016/j.atmosenv.2010.03.028, 2010.

Manzo, N., Slade, R., Richards, J., McGee, J., Martin, L., and Dye, J.: Susceptibility of inflamed alveolar and airway epithelial cells to injury induced by Diesel exhaust particles of varying organic carbon content, J. Toxicol. Environ. Health-Part A, 73, 565–580, https://doi.org/10.1080/15287390903566625, 2010.

Mar, T., Ito, K., Koenig, J., Larson, T., Eatough, D., Henry, R., Kim, E., Laden, F., Lall, R., Neas, L., Stolzel, M., Paatero, P., Hopke, P., and Thurston, G.: PM source apportionment and health effects. 3. Investigation of inter-method variations in associations between estimated source contributions Of PM2.5 and daily mortality in Phoenix, AZ, J. Exposure Sci. Environ. Epidemiol., 16, 311–320, https://doi.org/10.1038/sj.jea.7500465, 2006.

Martin, S. T., Andreae, M. O., Althausen, D., Artaxo, P., Baars, H., Borrmann, S., Chen, Q., Farmer, D. K., Guenther, A., Gunthe, S. S., Jimenez, J. L., Karl, T., Longo, K., Manzi, A., Müller, T., Pauliquevis, T., Petters, M. D., Prenni, A. J., Pöschl, U., Rizzo, L. V., Schneider, J., Smith, J. N., Swietlicki, E., Tota, J., Wang, J., Wiedensohler, A., and Zorn, S. R.: An overview of the Amazonian Aerosol Characterization Experiment 2008 (AMAZE-08), Atmos. Chem. Phys., 10, 11415–11438, https://doi.org/10.5194/acp-10-11415-2010, 2010.

Martinelli, N., Olivieri, O., and Girelli, D.: Air particulate matter and cardiovascular disease: A narrative review, Euro. J. Int. Medicine, 24, 295–302, https://doi.org/10.1016/j.ejim.2013.04.001, 2013.

Matsunaga, A. and Ziemann, P. J.: Gas-wall partitioning of organic compounds in a Teflon film chamber and potential effects on reaction product and aerosol yield measurements, Aerosol. Sci. Technol., 44, 881–892, 2010.

McMurry, P. H., Shepherd, M. F., and Vickery, J. S.: Particulate Matter Science for Policy Makers, Cambridge University Press, Cambridg, GB, 2004.

McWhinney, R. D., Badali, K., Liggio, J., Li, S.-M., and Abatt, J. P. D.: Filterable Redox Cycling Activity: A Comparison between Diesel Exhaust Particles and Secondary Organic Aerosol Constituents, Environ. Sci. Technol., 47, 3362–3369, 2013.

Meehl, G. and Tebaldi, C.: More intense, more frequent, and longer lasting heat waves in the 21st century, Science, 305, 994–997, https://doi.org/10.1126/science.1098704, 2004.

Megaritis, A. G., Fountoukis, C., Charalampidis, P. E., Pilinis, C., and Pandis, S. N.: Response of fine particulate matter concentrations to changes of emissions and temperature in Europe, Atmos. Chem. Phys., 13, 3423–3443, https://doi.org/10.5194/acp-13-3423-2013, 2013.

Meister, K., Johansson, C., and Forsberg, B.: Estimated short-term effects of coarse particles on daily mortality in Stockholm, Sweden, Environ. Health Perspect., 2012 March, 120, 431–436, https://doi.org/10.1289/ehp.1103995, 2012.

Meloni, D., di Sarra, A., Monteleone, F., Pace, G., Piacentino, S., and Sferlazzo, D.: Seasonal transport patterns of intense Saharan dust events at the Mediterranean island of Lampedusa, Atmos. Res., 88, 134–148, https://doi.org/10.1016/j.atmosres.2007.10.007, 2008.

Merikanto, J., Spracklen, D. V., Mann, G. W., Pickering, S. J., and Carslaw, K. S.: Impact of nucleation on global CCN, Atmos. Chem. Phys., 9, 8601–8616, https://doi.org/10.5194/acp-9-8601-2009, 2009.

Mertes, P., Pfaffenberger, L., Dommen, J., Kalberer, M., and Baltensperger, U.: Development of a sensitive long path absorption photometer to quantify peroxides in aerosol particles (Peroxide-LOPAP), Atmos. Meas. Tech., 5, 2339–2348, https://doi.org/10.5194/amt-5-2339-2012, 2012.

Metcalf, A. R., Loza, C. L., Coggon, M. M., Craven, J. S., Jonsson, H. H., Flagan, R. C., and Seinfeld, J. H.: Secondary organic aerosol coating formation and evaporation: Chamber studies using black carbon seed aerosol and the Single-Particle Soot Photometer, Aerosol Sci. Technol., 47, 326–347, https://doi.org/10.1080/02786826.2012.750712, 2013.

Metzger, A., Verheggen, B., Dommen, J., Duplissy, J., Prévôt, A. S. H., Weingartner, E., Riipinen, I., Kulmala, M., Spracklen, D. V., Carslaw, K. S., and Baltensperger, U.: Evidence for the role of organics in aerosol particle formation under atmospheric conditions, Proc. Natl. Aca. Sci. USA, 107, 6646–6651, https://doi.org/10.1073/pnas.0911330107, 2010.

Mieiro, C. L., Penetra, A., Duarte, R. M. B., Pio, C. A., and Duarte, A. C.: Carbonaceous Materials in Size-segregated Atmospheric Aerosols in Urban and Rural Environments in Northwestern Portugal, in: Nucleation and Atmospheric Aerosols, 17th International Conference, Galway, Ireland, 2007, edited by: O'Dowd, C. D. and Wagner, P. E., Springer, 809–813, 2007.

Miller, K. A., Siscovick, D. S., Sheppard, L., Shepherd, K., Sullivan, J. H., Anderson, G. L., and Kaufman, J. D.: Long-term exposure to air pollution and incidence of cardiovascular events in women, New England J. Medicine, 356, 447–458, https://doi.org/10.1056/NEJMoa054409, 2007.

Minguillón, M. C., Perron, N., Querol, X., Szidat, S., Fahrni, S. M., Alastuey, A., Jimenez, J. L., Mohr, C., Ortega, A. M., Day, D. A., Lanz, V. A., Wacker, L., Reche, C., Cusack, M., Amato, F., Kiss, G., Hoffer, A., Decesari, S., Moretti, F., Hillamo, R., Teinilä, K., Seco, R., Peñuelas, J., Metzger, A., Schallhart, S., Müller, M., Hansel, A., Burkhart, J. F., Baltensperger, U., and Prévôt, A. S. H.: Fossil versus contemporary sources of fine elemental and organic carbonaceous particulate matter during the DAURE campaign in Northeast Spain, Atmos. Chem. Phys., 11, 12067–12084, https://doi.org/10.5194/acp-11-12067-2011, 2011.

Miracolo, M. A., Hennigan, C. J., Ranjan, M., Nguyen, N. T., Gordon, T. D., Lipsky, E. M., Presto, A. A., Donahue, N. M., and Robinson, A. L.: Secondary aerosol formation from photochemical aging of aircraft exhaust in a smog chamber, Atmos. Chem. Phys., 11, 4135–4147, https://doi.org/10.5194/acp-11-4135-2011, 2011.

Miranda, A.: An integrated numerical system to estimate air quality effects of forest fires, Int. J. Wildland Fire, 13, 217–226, https://doi.org/10.1071/WF02047, 2004.

Miranda, A. I., Marchi, E., Ferretti, M., and Millán, M. M.: 9. Forest fires and air quality issues in Southern Europe, in: Developments in Environmental Science, edited by: Bytnerowicz, A. M. J., Riebau, A. R., and Andersen, C., 209–231, 2008.

Mishchenko, M., Geogdzhayev, I., Rossow, W., Cairns, B., Carlson, B., Lacis, A., Liu, L., and Travis, L.: Long-term satellite record reveals likely recent aerosol trend, Science, 315, 1543–1543, https://doi.org/10.1126/science.1136709, 2007.

Möhler, O., Buttner, S., Linke, C., Schnaiter, M., Saathoff, H., Stetzer, O., Wagner, R., Kramer, M., Mangold, A., Ebert, V., and Schurath, U.: Effect of sulfuric acid coating on heterogeneous ice nucleation by soot aerosol particles, J. Geophys. Res.-Atmos., 110, D11210, https://doi.org/10.1029/2004JD005169, 2005.

Möhler, O., DeMott, P. J., Vali, G., and Levin, Z.: Microbiology and atmospheric processes: the role of biological particles in cloud physics, Biogeosciences, 4, 1059–1071, https://doi.org/10.5194/bg-4-1059-2007, 2007.

Mohr, C., Richter, R., DeCarlo, P. F., Prévôt, A. S. H., and Baltensperger, U.: Spatial variation of chemical composition and sources of submicron aerosol in Zurich during wintertime using mobile aerosol mass spectrometer data, Atmos. Chem. Phys., 11, 7465–7482, https://doi.org/10.5194/acp-11-7465-2011, 2011.

Mohr, C., DeCarlo, P. F., Heringa, M. F., Chirico, R., Slowik, J. G., Richter, R., Reche, C., Alastuey, A., Querol, X., Seco, R., Peñuelas, J., Jiménez, J. L., Crippa, M., Zimmermann, R., Baltensperger, U., and Prévôt, A. S. H.: Identification and quantification of organic aerosol from cooking and other sources in Barcelona using aerosol mass spectrometer data, Atmos. Chem. Phys., 12, 1649–1665, https://doi.org/10.5194/acp-12-1649-2012, 2012.

Moise, T., Flores, J. M., and Rudich, Y.: Optical properties of secondary organic aerosols and their changes by chemical processes, Chem. Rev., 115, 440–4439, https://doi.org/10.1021/cr5005259, 2015.

Monks, P., Granier, C., Fuzzi, S., Stohl, A., Williams, M., Akimoto, H., Amann, M., Baklanov, A., Baltensperger, U., Bey, I., Blake, N., Blake, R., Carslaw, K., Cooper, O., Dentener, F., Fowler, D., Fragkou, E., Frost, G., Generoso, S., Ginoux, P., Grewe, V., Guenther, A., Hansson, H., Henne, S., Hjorth, J., Hofzumahaus, A., Huntrieser, H., Isaksen, I., Jenkin, M., Kaiser, J., Kanakidou, M., Klimont, Z., Kulmala, M., Laj, P., Lawrence, M., Lee, J., Liousse, C., Maione, M., McFiggans, G., Metzger, A., Mieville, A., Moussiopoulos, N., Orlando, J., O'Dowd, C., Palmer, P., Parrish, D., Petzold, A., Platt, U., Pöschl, U., Prévôt, A., Reeves, C., Reimann, S., Rudich, Y., Sellegri, K., Steinbrecher, R., Simpson, D., ten Brink, H., Theloke, J., van der Werf, G., Vautard, R., Vestreng, V., Vlachokostas, C., and von Glasow, R.: Atmospheric composition change – global and regional air quality, Atmos. Environ., 43, 5268–5350, https://doi.org/10.1016/j.atmosenv.2009.08.021, 2009.

Morgan, W. T., Allan, J. D., Bower, K. N., Highwood, E. J., Liu, D., McMeeking, G. R., Northway, M. J., Williams, P. I., Krejci, R., and Coe, H.: Airborne measurements of the spatial distribution of aerosol chemical composition across Europe and evolution of the organic fraction, Atmos. Chem. Phys., 10, 4065–4083, https://doi.org/10.5194/acp-10-4065-2010, 2010.

Moriondo, M., Good, P., Durao, R., Bindi, M., Giannakopoulos, C., and Corte-Real, J.: Potential impact of climate change on fire risk in the Mediterranean area, Clim. Res., 31, 85–95, https://doi.org/10.3354/cr031085, 2006.

Morris, C. E., Georgakopoulos, D. G., and Sands, D. C.: Ice nucleation active bacteria and their potential role in precipitation, J. Phys., 121, 87–103, 2004.

Motorykin, O., Matzke, M., Waters, K., and Simonich, S.: Association of carcinogenic polycyclic aromatic hydrocarbon emissions and smoking with lung cancer mortality rates on a global scale, Environ. Sci. Technol., 47, 3410–3416, https://doi.org/10.1021/es305295d, 2013.

Mues, A., Manders, A., Schaap, M., van Ulft, L., van Meijgaard, E., and Builtjes, P.: Differences in particulate matter concentrations between urban and rural regions under current and changing climate conditions, Atmos. Environ., 80, 232–247, https://doi.org/10.1016/j.atmosenv.2013.07.049, 2013.

Murphy, B. N., Donahue, N. M., Fountoukis, C., Dall'Osto, M., O'Dowd, C., Kiendler-Scharr, A., and Pandis, S. N.: Functionalization and fragmentation during ambient organic aerosol aging: application of the 2-D volatility basis set to field studies, Atmos. Chem. Phys., 12, 10797–10816, https://doi.org/10.5194/acp-12-10797-2012, 2012.

Murr, L. and Garza, K.: Natural and anthropogenic environmental nanoparticulates: Their microstructural characterization and respiratory health implications, Atmos. Environ., 43, 2683–2692, https://doi.org/10.1016/j.atmosenv.2009.03.002, 2009.

Myhre, G., Berglen, T. F., Johnsrud, M., Hoyle, C. R., Berntsen, T. K., Christopher, S. A., Fahey, D. W., Isaksen, I. S. A., Jones, T. A., Kahn, R. A., Loeb, N., Quinn, P., Remer, L., Schwarz, J. P., and Yttri, K. E.: Modelled radiative forcing of the direct aerosol effect with multi-observation evaluation, Atmos. Chem. Phys., 9, 1365–1392, https://doi.org/10.5194/acp-9-1365-2009, 2009.

Myriokefalitakis, S., Vignati, E., Tsigaridis, K., Papadimas, C., Sciare, J., Mihalopoulos, N., Facchini, M. C., Rinaldi, M., Dentener, F. J., Ceburnis, D., Hatzianastasiou, N., O'Dowd, C. D., van Weele, M., and Kanakidou, M.: Global modeling of the oceanic source of organic aerosols, Adv. Meteorol., 2010, 939171, https://doi.org/10.1155/2010/939171, 2010.

Naeher, L., Brauer, M., Lipsett, M., Zelikoff, J., Simpson, C., Koenig, J., and Smith, K.: Woodsmoke health effects: A review, Inhalation Toxicol., 19, 67–106, https://doi.org/10.1080/08958370600985875, 2007.

Nemitz, E. and Sutton, M. A.: Gas-particle interactions above a Dutch heathland: III. Modelling the influence of the NH3-HNO3-NH4NO3 equilibrium on size-segregated particle fluxes, Atmos. Chem. Phys., 4, 1025–1045, https://doi.org/10.5194/acp-4-1025-2004, 2004.

Nemitz, E., Sutton, M. A., Wyers, G. P., Otjes, R. P., Mennen, M. G., van Putten, E. M., and Gallagher, M. W.: Gas-particle interactions above a Dutch heathland: II. Concentrations and surface exchange fluxes of atmospheric particles, Atmos. Chem. Phys., 4, 1007–1024, https://doi.org/10.5194/acp-4-1007-2004, 2004.

Nemitz, E., Dorsey, J. R., Flynn, M. J., Gallagher, M. W., Hensen, A., Erisman, J.-W., Owen, S. M., Dämmgen, U., and Sutton, M. A.: Aerosol fluxes and particle growth above managed grassland, Biogeosciences, 6, 1627–1645, https://doi.org/10.5194/bg-6-1627-2009, 2009.

Ng, N. L., Canagaratna, M. R., Zhang, Q., Jimenez, J. L., Tian, J., Ulbrich, I. M., Kroll, J. H., Docherty, K. S., Chhabra, P. S., Bahreini, R., Murphy, S. M., Seinfeld, J. H., Hildebrandt, L., Donahue, N. M., DeCarlo, P. F., Lanz, V. A., Prévôt, A. S. H., Dinar, E., Rudich, Y., and Worsnop, D. R.: Organic aerosol components observed in Northern Hemispheric datasets from Aerosol Mass Spectrometry, Atmos. Chem. Phys., 10, 4625–4641, https://doi.org/10.5194/acp-10-4625-2010, 2010.

Ng, N., Herndon, S., Trimborn, A., Canagaratna, M., Croteau, P., Onasch, T., Sueper, D., Worsnop, D., Zhang, Q., Sun, Y., and Jayne, J.: An Aerosol Chemical Speciation Monitor (ACSM) for Routine monitoring of the composition and mass concentrations of ambient aerosol, Aerosol Sci. Technol., 45, 780–794, https://doi.org/10.1080/02786826.2011.560211, 2011.

Niemi, J. V., Tervahattu, H., Vehkamäki, H., Martikainen, J., Laakso, L., Kulmala, M., Aarnio, P., Koskentalo, T., Sillanpää, M., and Makkonen, U.: Characterization of aerosol particle episodes in Finland caused by wildfires in Eastern Europe, Atmos. Chem. Phys., 5, 2299–2310, https://doi.org/10.5194/acp-5-2299-2005, 2005.

Nordin, E. Z., Eriksson, A. C., Roldin, P., Nilsson, P. T., Carlsson, J. E., Kajos, M. K., Hellén, H., Wittbom, C., Rissler, J., Löndahl, J., Swietlicki, E., Svenningsson, B., Bohgard, M., Kulmala, M., Hallquist, M., and Pagels, J. H.: Secondary organic aerosol formation from idling gasoline passenger vehicle emissions investigated in a smog chamber, Atmos. Chem. Phys., 13, 6101–6116, https://doi.org/10.5194/acp-13-6101-2013, 2013.

Norris, J. and Wild, M.: Trends in aerosol radiative effects over Europe inferred from observed cloud cover, solar "dimming" and solar "brightening", J. Geophys. Res.-Atmos., 112, D08214, https://doi.org/10.1029/2006JD007794, 2007.

Nozière, B. and Cordova, A.: A kinetic and mechanistic study of the amino acid catalyzed aldol condensation of acetaldehyde in aqueous and salt solutions, J. Phys. Chem., 112, 2827–2837, https://doi.org/10.1021/jp7096845, 2008.

NRC: Research Priorities for Airborne Particulate Matter: IV. Continuing Research Progress, National Research Council (NRC) Board on Environmental Studies and Toxicology, Washtington, DC, 2004.

O'Dowd, C., Facchini, M., Cavalli, F., Ceburnis, D., Mircea, M., Decesari, S., Fuzzi, S., Yoon, Y., and Putaud, J.: Biogenically driven organic contribution to marine aerosol, Nature, 431, 676–680, https://doi.org/10.1038/nature02959, 2004.

O'Dowd, C. D., Smith, M. H., Consterdine, I. E., and Lowe, J. A.: Marine aerosol, sea-salt and the marine sulphur cycle: a short review, Atmos. Environ., 31, 73–80, 1997.

Odum, J., Hoffmann, T., Bowman, F., Collins, D., Flagan, R., and Seinfeld, J.: Gas/particle partitioning and secondary organic aerosol yields, Environ. Sci. Technol., 30, 2580–2585, https://doi.org/10.1021/es950943, 1996.

Ohmura, A.: Observed decadal variations in surface solar radiation and their causes, J. Geophys. Res.-Atmos., 114, D00D05, https://doi.org/10.1029/2008JD011290, 2009.

Ohmura, A. and Lang, H.: Secular variations of global radiation in Europe, IRS '88: Current Problems in Atmospheric Radiation, Lille, France, 1989.

Ohmura, A., Dutton, E., Forgan, B., Frohlich, C., Gilgen, H., Hegner, H., Heimo, A., Konig-Langlo, G., McArthur, B., Muller, G., Philipona, R., Pinker, R., Whitlock, C., Dehne, K., and Wild, M.: Baseline Surface Radiation Network (BSRN/WCRP): New precision radiometry for climate research, Bull. Am. Meteorol. Soc., 79, 2115–2136, https://doi.org/10.1175/1520-0477(1998)0792.0.CO;2, 1998.

Onasch, T., Jayne, J., Herndon, S., Worsnop, D., Miake-Lye, R., Mortimer, I., and Anderson, B.: Chemical Properties of Aircraft Engine Particulate Exhaust Emissions, J. Propul. Power, 25, 1121–1137, https://doi.org/10.2514/1.36371, 2009.

O'Neill, N., Strawbridge, K., Thulasiraman, S., Zhang, J., Royer, A., and Freemantle, J.: Optical coherency of sunphotometry, sky radiometry and lidar measurements during the early phase of Pacific 2001, Atmos. Environ., 38, 5887–5894, https://doi.org/10.1016/j.atmosenv.2003.12.049, 2004.

Ortega, A. M., Day, D. A., Cubison, M. J., Brune, W. H., Bon, D., de Gouw, J. A., and Jimenez, J. L.: Secondary organic aerosol formation and primary organic aerosol oxidation from biomass-burning smoke in a flow reactor during FLAME-3, Atmos. Chem. Phys., 13, 11551–11571, https://doi.org/10.5194/acp-13-11551-2013, 2013.

Ortiz, S. and Friedrich, R.: A modelling approach for estimating background pollutant concentrations in urban areas, Atmos. Pollut. Res., 4, 147–156, https://doi.org/10.5094/APR.2013.015, 2013.

Ostro, B., Feng, W., Broadwin, R., Green, S., and Lipsett, M.: The effects of components of fine particulate air pollution on mortality in California: Results from CALFINE, Environ. Health Perspect., 115, 13–19, https://doi.org/10.1289/ehp.9281, 2007.

Ostro, B., Lipsett, M., Reynolds, P., Goldberg, D., Hertz, A., Garcia, C., Henderson, K., and Bernstein, L.: Long-term exposure to constituents of fine particulate air pollution and mortality: results from the california teachers study, Environ. Health Perspect., 118, 363–369, https://doi.org/10.1289/ehp.0901181, 2010.

Paasonen, P., Asmi, A., Petaja, T., Kajos, M., Aijala, M., Junninen, H., Holst, T., Abbatt, J., Arneth, A., Birmili, W., van der Gon, H., Hamed, A., Hoffer, A., Laakso, L., Laaksonen, A., Leaitch, W., Plass-Dulmer, C., Pryor, S., Raisanen, P., Swietlicki, E., Wiedensohler, A., Worsnop, D., Kerminen, V., and Kulmala, M.: Warming-induced increase in aerosol number concentration likely to moderate climate change, Nat. Geosci., 6, 438–442, https://doi.org/10.1038/NGEO1800, 2013.

Paatero, P.: Least squares formulation of robust non-negative factor analysis, Chemometrics and Intelligent Laboratory Systems, 37, 23–35, https://doi.org/10.1016/s0169-7439(96)00044-5, 1997.

Paatero, P.: The multilinear engine – A table-driven, least squares program for solving multilinear problems, including the n-way parallel factor analysis model, J. Comput. Graph. Stat., 8, 854–888, https://doi.org/10.2307/1390831, 1999.

Paatero, P. and Tapper, U.: Positive matrix factorization – A nonnegative factor model with optimal utilization of error-estimates of data values, Environmetrics, 5, 111–126, https://doi.org/10.1002/env.3170050203, 1994.

Paglione, M., Kiendler-Scharr, A., Mensah, A. A., Finessi, E., Giulianelli, L., Sandrini, S., Facchini, M. C., Fuzzi, S., Schlag, P., Piazzalunga, A., Tagliavini, E., Henzing, J. S., and Decesari, S.: Identification of humic-like substances (HULIS) in oxygenated organic aerosols using NMR and AMS factor analyses and liquid chromatographic techniques, Atmos. Chem. Phys., 14, 25–45, https://doi.org/10.5194/acp-14-25-2014, 2014.

Painter, T., Barrett, A., Landry, C., Neff, J., Cassidy, M., Lawrence, C., McBride, K., and Farmer, G.: Impact of disturbed desert soils on duration of mountain snow cover, Geophys. Res. Lett., 34, L12502, https://doi.org/10.1029/2007GL030284, 2007.

Pandis, S., Harley, R., Cass, G., and Seinfeld, J.: Secondary organic aerosol formation and transport, Atmos. Environ. Part A, 26, 2269–2282, https://doi.org/10.1016/0960-1686(92)90358-R, 1992.

Paulot, F., Jacob, D., Pinder, R., Bash, J., Travis, K., and Henze, D.: Ammonia emissions in the United States, European Union, and China derived by high-resolution inversion of ammonium wet deposition data: Interpretation with a new agricultural emissions inventory (MASAGE_NH3), J. Geophys. Res.-Atmos., 119, 4343–4364, 2014.

Pausata, F., Pozzoli, L., Van Dingenen, R., Vignati, E., Cavalli, F., and Dentener, F.: Impacts of changes in North Atlantic atmospheric circulation on particulate matter and human health in Europe, Geophys. Res. Lett., 40, 4074–4080, https://doi.org/10.1002/grl.50720, 2013.

Pausata, F. S. R., Gaetani, M., Messori, G., Kloster, S., and Dentener, F. J.: The role of aerosol in altering North Atlantic atmospheric circulation in winter and its impact on air quality, Atmos. Chem. Phys., 15, 1725–1743, https://doi.org/10.5194/acp-15-1725-2015, 2015.

Peccia, J., Hospodsky, D., and Bibby, K.: New Directions: A revolution in DNA sequencing now allows for the meaningful integration of biology with aerosol science, Atmos. Environ., 45, 1896–1897, https://doi.org/10.1016/j.atmosenv.2010.11.037, 2011.

Pelucchi, C., Negri, E., Gallus, S., Boffetta, P., Tramacere, I., and La Vecchia, C.: Long-term particulate matter exposure and mortality: a review of European epidemiological studies, Bmc Public Health, 9, 453, https://doi.org/10.1186/1471-2458-9-453, 2009.

Perez, L., Tobias, A., Querol, X., Kunzli, N., Pey, J., Alastuey, A., Viana, M., Valero, N., Gonzalez-Cabre, M., and Sunyer, J.: Coarse particles from Saharan dust and daily mortality, Epidemiology, 19, 800–807, https://doi.org/10.1097/EDE.0b013e31818131cf, 2008.

Pererz, L., Medina-Ramon, M., Kunzli, N., Alastuey, A., Pey, J., Perez, N., Garcia, R., Tobias, A., Querol, X., and Sunyer, J.: Size Fractionate Particulate Matter, Vehicle Traffic, and Case-Specific Daily Mortality in Barcelona, Spain, Environ. Sci. Technol., 43, 4707–4714, https://doi.org/10.1021/es8031488, 2009.

Perez, N., Pey, J., Cusack, M., Reche, C., Querol, X., Alastuey, A., and Viana, M.: Variability of particle number, black carbon, and PM10, PM2.5, and PM1 levels and speciation: influence of road traffic emissions on urban air quality, Aerosol Sci. Technol., 44, 487–499, https://doi.org/10.1080/02786821003758286, 2010.

Peters, K. and Eiden, R.: Modelling the dry deposition velocity of aerosol particles to a spruce forest, Atmos. Environ., 26A, 2555–2564, 1992.

Petit, J.-E., Favez, O., Sciare, J., Crenn, V., Sarda-Estève, R., Bonnaire, N., Mocňik, G., Dupont, J.-C., Haeffelin, M., and Leoz-Garziandia, E.: Two years of near real-time chemical composition of submicron aerosols in the region of Paris using an Aerosol Chemical Speciation Monitor (ACSM) and a multi-wavelength Aethalometer, Atmos. Chem. Phys., 15, 2985–3005, https://doi.org/10.5194/acp-15-2985-2015, 2015.

Petroff, A., Mailliat, A., Amielh, M., and Anselmet, F.: Aerosol dry deposition on vegetative canopies, Part I: Review of present knowledge, Atmos. Environ., 42, 3625–3653, 2007a.

Petroff, A., Mailliat, A., Amielh, M., and Anselmet, F.: Aerosol dry deposition on vegetative canopies, Part II: A new modelling approach and applications, Atmos. Environ., 42, 3654–3683, 2007b.

Petters, M. D. and Kreidenweis, S. M.: A single parameter representation of hygroscopic growth and cloud condensation nucleus activity, Atmos. Chem. Phys., 7, 1961–1971, https://doi.org/10.5194/acp-7-1961-2007, 2007.

Petzold, A., Ogren, J. A., Fiebig, M., Laj, P., Li, S.-M., Baltensperger, U., Holzer-Popp, T., Kinne, S., Pappalardo, G., Sugimoto, N., Wehrli, C., Wiedensohler, A., and Zhang, X.-Y.: Recommendations for reporting "black carbon" measurements, Atmos. Chem. Phys., 13, 8365–8379, https://doi.org/10.5194/acp-13-8365-2013, 2013.

Pey, J., Querol, X., and Alastuey, A.: Variations of levels and composition of PM10 and PM2.5 at an insular site in the Western Mediterranean, Atmos. Res., 94, 285–299, https://doi.org/10.1016/j.atmosres.2009.06.006, 2009.

Pierce, J. and Adams, P.: Can cosmic rays affect cloud condensation nuclei by altering new particle formation rates?, Geophys. Res. Lett., 36, L09820, https://doi.org/10.1029/2009GL037946, 2009b.

Pierce, J. R. and Adams, P. J.: Uncertainty in global CCN concentrations from uncertain aerosol nucleation and primary emission rates, Atmos. Chem. Phys., 9, 1339–1356, https://doi.org/10.5194/acp-9-1339-2009, 2009a.

Pierce, J. R., Riipinen, I., Kulmala, M., Ehn, M., Petäjä, T., Junninen, H., Worsnop, D. R., and Donahue, N. M.: Quantification of the volatility of secondary organic compounds in ultrafine particles during nucleation events, Atmos. Chem. Phys., 11, 9019–9036, https://doi.org/10.5194/acp-11-9019-2011, 2011.

Pinder, R. W., Adams, P. J., and Pandis, S. N.: Ammonia emission controls as a cost-effective strategy for reducing atmospheric particulate matter in the eastern United States, Environ. Sci. Technol., 41, 380–386, 2007.

Pinto, J., Ulbrich, U., Leckebusch, G., Spangehl, T., Reyers, M., and Zacharias, S.: Changes in storm track and cyclone activity in three SRES ensemble experiments with the ECHAM5/MPI-OM1 GCM, Clim.e Dynam., 29, 195–210, https://doi.org/10.1007/s00382-007-0230-4, 2007.

Pio, C., Legrand, M., Oliveira, T., Afonso, J., Santos, C., Caseiro, A., Fialho, P., Barata, F., Puxbaum, H., Sanchez-Ochoa, A., Kasper-Giebl, A., Gelencsér, A., Preunkert, S., and Schock, M.: Climatology of aerosol composition (organic versus inorganic) at nonurban sites on a west-east transect across Europe, J. Geophys. Res.-Atmos., 112, D23S02, https://doi.org/10.1029/2006JD008038, 2007.

Platt, S. M., El Haddad, I., Zardini, A. A., Clairotte, M., Astorga, C., Wolf, R., Slowik, J. G., Temime-Roussel, B., Marchand, N., Ježek, I., Drinovec, L., Močnik, G., Möhler, O., Richter, R., Barmet, P., Bianchi, F., Baltensperger, U., and Prévôt, A. S. H.: Secondary organic aerosol formation from gasoline vehicle emissions in a new mobile environmental reaction chamber, Atmos. Chem. Phys., 13, 9141–9158, https://doi.org/10.5194/acp-13-9141-2013, 2013.

Platt, S. M., Haddad, I. E., Pieber, S. M., Huang, R. J., Zardini, A. A., Clairotte, M., Suarez-Bertoa, R., Barmet, P., Pfaffenberger, L., Wolf, R., Slowik, J. G., Fuller, S. J., Kalberer, M., Chirico, R., Dommen, J., Astorga, C., Zimmermann, R., Marchand, N., Hellebust, S., Temime-Roussel, B., Baltensperger, U., and Prévôt, A. S. H.: Two-stroke scooters are a dominant source of air pollution in many cities, Nat. Commun., 5, 3749, https://doi.org/10.1038/ncomms4749, 2014.

Pope, C. and Dockery, D.: Health effects of fine particulate air pollution: Lines that connect, J. Air Waste Manage. Assoc., 56, 709–742, 2006.

Pope, C., Burnett, R., Thurston, G., Thun, M., Calle, E., Krewski, D., and Godleski, J.: Cardiovascular mortality and long-term exposure to particulate air pollution – Epidemiological evidence of general pathophysiological pathways of disease, Circulation, 109, 71–77, https://doi.org/10.1161/01.CIR.0000108927.80044.7F, 2004.

Pope, C., Brook, R., Burnett, R., and Dockery, D.: How is cardiovascular disease mortality risk affected by duration and intensity of fine particulate matter exposure? An integration of the epidemiologic evidence, Air Qual. Atmos. Health, 4, 5–14, https://doi.org/10.1007/s11869-010-0082-7, 2011.

Pöschl, U.: Atmospheric aerosols: Composition, transformation, climate and health effects, Angew. Chem.-Int. Edit., 44, 7520–7540, 2005.

Pöschl, U., Martin, S. T., Sinha, B., Chen, Q., Gunthe, S. S., Huffman, J. A., Borrmann, S., Farmer, D. K., Garland, R. M., Helas, G., Jimenez, J. L., King, S. M., Manzi, A., Mikhailov, E., Pauliquevis, T., Petters, M. D., Prenni, A. J., Roldin, P., Rose, D., Schneider, J., Su, H., Zorn, S. R., Artaxo, P., and Andreae, M. O.: Rainforest aerosols as biogenic nuclei of clouds and precipitation in the Amazon, Science, 329, 1513–1516, https://doi.org/10.1126/science.1191056, 2010.

Posfai, M., Gelencsér, A., Simonics, R., Arato, K., Li, J., Hobbs, P., and Buseck, P.: Atmospheric tar balls: Particles from biomass and biofuel burning, J. Geophys. Res.-Atmos., 109, D06213, https://doi.org/10.1029/2003JD004169, 2004.

Prather, K., Nordmeyer, T., and Salt, K.: Real-time characterization of individual aerosol-particles using time-of-flight mass-spectrometry, Anal. Chem., 66, 1403–1407, https://doi.org/10.1021/ac00081a007, 1994.

Pratt, K. A., DeMott, P. J., French, J. R., Wang, Z., Westphal, D. L., Heymsfield, A. J., Twohy, C. H., Prenni, A. J., and Prather, K. A.: In situ detection of biological particles in cloud ice-crystals, Nat. Geosci., 2, 398–401, 2009.

Prenni, A., Petters, M., Kreidenweis, S., Heald, C., Martin, S., Artaxo, P., Garland, R., Wollny, A., and Pöschl, U.: Relative roles of biogenic emissions and Saharan dust as ice nuclei in the Amazon basin, Nat. Geosci., 2, 401–404, https://doi.org/10.1038/NGEO517, 2009.

Prenni, A. J., Tobo, Y., Garcia, E., DeMott, P. J., Huffman, J. A., McCluskey, C. S., Kreidenweis, S. M., Prenni, J. E., Pohlker, C., and Pöschl, U.: The impact of rain on ice nuclei populations at a forested site in Colorado, Geophys. Res. Lett., 40, 227–231, https://doi.org/10.1029/2012gl053953, 2013.

Presto, A. A., Nguyen, N. T., Ranjan, M., Reeder, A. J., Lipsky, E. M., Hennigan, C. J., Miracolo, M. A., Riemer, D. D., and Robinson, A. L.: Fine particle and organic vapor emissions from staged tests of an in-use aircraft engine, Atmos. Environ., 45, 3603–3612, https://doi.org/10.1016/j.atmosenv.2011.03.061, 2011.

Pruppacher H. R. and Klett, J. D.: Microphysics of clouds and precipitation; 2nd revised and enlarged Edn., Kluwer Academic Publisher, 953 pp., 1997.

Pryor, S. C., Gallagher, M. W., Sievering, H., Larsen, S. E., Barthelmie, R. J., Birsan, F., Nemitz, E., Rinne, J., Kulmala, M., Groenholm, T., Taipale, R., and Vesala, T.: A review of measurement and modelling results of paricle atmosphere-surface exchange, Tellus B, 60, 42–75, 2008.

Putaud, J.-P., Van Dingenen, R., Dell'Acqua, A., Raes, F., Matta, E., Decesari, S., Facchini, M. C., and Fuzzi, S.: Size-segregated aerosol mass closure and chemical composition in Monte Cimone (I) during MINATROC, Atmos. Chem. Phys., 4, 889–902, https://doi.org/10.5194/acp-4-889-2004, 2004.

Putaud, J., Van Dingenen, R., Alastuey, A., Bauer, H., Birmili, W., Cyrys, J., Flentje, H., Fuzzi, S., Gehrig, R., Hansson, H., Harrison, R., Herrmann, H., Hitzenberger, R., Huglin, C., Jones, A., Kasper-Giebl, A., Kiss, G., Kousa, A., Kuhlbusch, T., Loschau, G., Maenhaut, W., Molnar, A., Moreno, T., Pekkanen, J., Perrino, C., Pitz, M., Puxbaum, H., Querol, X., Rodriguez, S., Salma, I., Schwarz, J., Smolik, J., Schneider, J., Spindler, G., ten Brink, H., Tursic, J., Viana, M., Wiedensohler, A., and Raes, F.: A European aerosol phenomenology-3: Physical and chemical characteristics of particulate matter from 60 rural, urban, and kerbside sites across Europe, Atmos. Environ., 44, 1308–1320, https://doi.org/10.1016/j.atmosenv.2009.12.011, 2010.

Pye, H. O. T. and Seinfeld, J. H.: A global perspective on aerosol from low-volatility organic compounds, Atmos. Chem. Phys., 10, 4377–4401, https://doi.org/10.5194/acp-10-4377-2010, 2010.

Qian, Y., Kaiser, D., Leung, L., and Xu, M.: More frequent cloud-free sky and less surface solar radiation in China from 1955 to 2000, Geophys. Res. Lett., 33, L01812, https://doi.org/10.1029/2005GL024586, 2006.

Qian, Y., Flanner, M. G., Leung, L. R., and Wang, W.: Sensitivity studies on the impacts of Tibetan Plateau snowpack pollution on the Asian hydrological cycle and monsoon climate, Atmos. Chem. Phys., 11, 1929–1948, https://doi.org/10.5194/acp-11-1929-2011, 2011.

Querol, X., Alastuey, A., Pey, J., Cusack, M., Pérez, N., Mihalopoulos, N., Theodosi, C., Gerasopoulos, E., Kubilay, N., and Koçak, M.: Variability in regional background aerosols within the Mediterranean, Atmos. Chem. Phys., 9, 4575–4591, https://doi.org/10.5194/acp-9-4575-2009, 2009.

Quinn, P. K. and Bates, T. S.: The case against climate regulation via oceanic phytoplankton sulphur emissions, Nature, 480, 51–56, https://doi.org/10.1038/nature10580, 2011.

Ramanathan, V. and Carmichael, G.: Global and regional climate changes due to black carbon, Nat. Geosci., 1, 221–227, https://doi.org/10.1038/ngeo156, 2008.

Ramanathan, V., Crutzen, P., Kiehl, J., and Rosenfeld, D.: Atmosphere - Aerosols, climate, and the hydrological cycle, Science, 294, 2119–2124, https://doi.org/10.1126/science.1064034, 2001.

Ranft, U., Schikowski, T., Sugiri, D., Krutmann, J., and Kraemer, U.: Long-term exposure to traffic-related air pollution and mild cognitive impairment in the elderly, Epidemiology, 20, S22–S22, 2009.

Rattanavaraha, W., Rosen, E., Zhang, H., Li, Q., Pantong, K., and Kamens, R. M.: The reactive oxidant potential of different types of aged atmospheric particles: An outdoor chamber study, Atmos. Environ., 45, 3848–3855, 2011.

Reche, C., Viana, M., Moreno, T., Querol, X., Alastuey, A., Pey, J., Pandolfi, M., Prévôt, A., Mohr, C., Richard, A., Artinano, B., Gomez-Moreno, F., and Cots, N.: Peculiarities in atmospheric particle number and size-resolved speciation in an urban area in the western Mediterranean: Results from the DAURE campaign, Atmos. Environ., 45, 5282–5293, https://doi.org/10.1016/j.atmosenv.2011.06.059, 2011.

Reddington, C. L., McMeeking, G., Mann, G. W., Coe, H., Frontoso, M. G., Liu, D., Flynn, M., Spracklen, D. V., and Carslaw, K. S.: The mass and number size distributions of black carbon aerosol over Europe, Atmos. Chem. Phys., 13, 4917–4939, https://doi.org/10.5194/acp-13-4917-2013, 2013.

Redington, A. and Derwent, R.: Modelling secondary organic aerosol in the United Kingdom, Atmos. Environ., 64, 349–357, https://doi.org/10.1016/j.atmosenv.2012.09.074, 2013.

Reid, J., Hobbs, P., Ferek, R., Blake, D., Martins, J., Dunlap, M., and Liousse, C.: Physical, chemical, and optical properties of regional hazes dominated by smoke in Brazil, J. Geophys. Res.-Atmos., 103, 32059–32080, https://doi.org/10.1029/98JD00458, 1998.

Reinard, M., Adoua, K., Martini, J., and Johnston, M.: Source characterization and identification by real-time single particle mass spectrometry, Atmos. Environ., 41, 9397–9409, https://doi.org/10.1016/j.atmosenv.2007.09.001, 2007.

Reinmuth-Selzle, K., Ackaert, C., Kampf, C. J., Samonig, M., Shiraiwa, M., Kofler, S., Yang, H., Gadermaier, G., Brandstetter, H., Huber, C. G., Duschl, A., Oostingh, G. J., and Pöschl, U.: Nitration of the Birch Pollen Allergen Bet v 1.0101: Efficiency and Site-Selectivity of Liquid and Gaseous Nitrating Agents, J. Proteome Res., 13, 1570–1577, 2014.

Riccobono, F., Schobesberger, S., Scott, C., Dommen, J., Ortega, I., Rondo, L., Almeida, J., Amorim, A., Bianchi, F., Breitenlechner, M., David, A., Downard, A., Dunne, E., Duplissy, J., Ehrhart, S., Flagan, R., Franchin, A., Hansel, A., Junninen, H., Kajos, M., Keskinen, H., Kupc, A., Kurten, A., Kvashin, A., Laaksonen, A., Lehtipalo, K., Makhmutov, V., Mathot, S., Nieminen, T., Onnela, A., Petaja, T., Praplan, A., Santos, F., Schallhart, S., Seinfeld, J., Sipila, M., Spracklen, D., Stozhkov, Y., Stratmann, F., Tome, A., Tsagkogeorgas, G., Vaattovaara, P., Viisanen, Y., Vrtala, A., Wagner, P., Weingartner, E., Wex, H., Wimmer, D., Carslaw, K., Curtius, J., Donahue, N., Kirkby, J., Kulmala, M., Worsnop, D., and Baltensperger, U.: Oxidation products of biogenic emissions contribute to nucleation of atmospheric particles, Science, 344, 717–721, https://doi.org/10.1126/science.1243527, 2014.

Rich, D. Q., Schwartz, J., Mittleman, M. A., Link, M., Luttmann-Gibson, H., Catalano, P. J., Speizer, F. E., and Dockery, D. W.: Association of short-term ambient air pollution concentrations and ventricular arrhythmias, Am. J. Epidemiol., 161, 1123–1132, https://doi.org/10.1093/aje/kwi143, 2005.

Riipinen, I., Sihto, S.-L., Kulmala, M., Arnold, F., Dal Maso, M., Birmili, W., Saarnio, K., Teinilä, K., Kerminen, V.-M., Laaksonen, A., and Lehtinen, K. E. J.: Connections between atmospheric sulphuric acid and new particle formation during QUEST III–IV campaigns in Heidelberg and Hyytiälä, Atmos. Chem. Phys., 7, 1899–1914, https://doi.org/10.5194/acp-7-1899-2007, 2007.

Riipinen, I., Pierce, J. R., Yli-Juuti, T., Nieminen, T., Häkkinen, S., Ehn, M., Junninen, H., Lehtipalo, K., Petäjä, T., Slowik, J., Chang, R., Shantz, N. C., Abbatt, J., Leaitch, W. R., Kerminen, V.-M., Worsnop, D. R., Pandis, S. N., Donahue, N. M., and Kulmala, M.: Organic condensation: a vital link connecting aerosol formation to cloud condensation nuclei (CCN) concentrations, Atmos. Chem. Phys., 11, 3865–3878, https://doi.org/10.5194/acp-11-3865-2011, 2011.

Riipinen, I., Yli-Juuti, T., Pierce, J., Petaja, T., Worsnop, D., Kulmala, M., and Donahue, N.: The contribution of organics to atmospheric nanoparticle growth, Nat. Geosci., 5, 453–458, https://doi.org/10.1038/ngeo1499, 2012.

Ripoll, A., Minguillón, M. C., Pey, J., Jimenez, J. L., Day, D. A., Sosedova, Y., Canonaco, F., Prévôt, A. S. H., Querol, X., and Alastuey, A.: Long-term real-time chemical characterization of submicron aerosols at Montsec (southern Pyrenees, 1570 m a.s.l.), Atmos. Chem. Phys., 15, 2935–2951, https://doi.org/10.5194/acp-15-2935-2015, 2015.

Robinson, A., Donahue, N., Shrivastava, M., Weitkamp, E., Sage, A., Grieshop, A., Lane, T., Pierce, J., and Pandis, S.: Rethinking organic aerosols: Semivolatile emissions and photochemical aging, Science, 315, 1259–1262, https://doi.org/10.1126/science.1133061, 2007.

Robinson, N. H., Hamilton, J. F., Allan, J. D., Langford, B., Oram, D. E., Chen, Q., Docherty, K., Farmer, D. K., Jimenez, J. L., Ward, M. W., Hewitt, C. N., Barley, M. H., Jenkin, M. E., Rickard, A. R., Martin, S. T., McFiggans, G., and Coe, H.: Evidence for a significant proportion of Secondary Organic Aerosol from isoprene above a maritime tropical forest, Atmos. Chem. Phys., 11, 1039–1050, https://doi.org/10.5194/acp-11-1039-2011, 2011.

Robles González, C., Schaap, M., de Leeuw, G., Builtjes, P. J. H., and van Loon, M.: Spatial variation of aerosol properties over Europe derived from satellite observations and comparison with model calculations, Atmos. Chem. Phys., 3, 521–533, https://doi.org/10.5194/acp-3-521-2003, 2003.

Rodriguez, S., Querol, X., Alastuey, A., Kallos, G., and Kakaliagou, O.: Saharan dust contributions to PM10 and TSP levels in Southern and Eastern Spain, Atmos. Environ., 35, 2433–2447, https://doi.org/10.1016/S1352-2310(00)00496-9, 2001.

Rodriguez, S., Querol, X., Alastuey, A., and Mantilla, E.: Origin of high summer PM10 and TSP concentrations at rural sites in Eastern Spain, Atmos. Environ., 36, 3101–3112, https://doi.org/10.1016/S1352-2310(02)00256-X, 2002.

Rodr\\'iguez, S., Van Dingenen, R., Putaud, J.-P., Dell'Acqua, A., Pey, J., Querol, X., Alastuey, A., Chenery, S., Ho, K.-F., Harrison, R., Tardivo, R., Scarnato, B., and Gemelli, V.: A study on the relationship between mass concentrations, chemistry and number size distribution of urban fine aerosols in Milan, Barcelona and London, Atmos. Chem. Phys., 7, 2217–2232, https://doi.org/10.5194/acp-7-2217-2007, 2007.

Rohr, A. C. and Wyzga, R. E.: Attributing health effects to individual particulate matter constituents, Atmos. Environ., 62, 130–152, 2012.

Rollins, A., Browne, E., Min, K., Pusede, S., Wooldridge, P., Gentner, D., Goldstein, A., Liu, S., Day, D., Russell, L., and Cohen, R.: Evidence for NOx Control over Nighttime SOA Formation, Science, 337, 1210–1212, https://doi.org/10.1126/science.1221520, 2012.

Rosenfeld, D., Kaufman, Y. J., and Koren, I.: Switching cloud cover and dynamical regimes from open to closed Benard cells in response to the suppression of precipitation by aerosols, Atmos. Chem. Phys., 6, 2503–2511, https://doi.org/10.5194/acp-6-2503-2006, 2006.

Rosenfeld, D., Wood, R., Donner, L. J., and Sherwood, S. C.: Aerosol cloud–mediated radiative forcing: highly uncertain and opposite effectsfrom shallow and deep clouds, in: Climate Science for Serving Society: 105 Research, Modeling and Prediction Priorities edited by: Asrar, G. R., and Hurrell, J. W., Springer Press, Dordrecht, HOL, 105–149, 2013.

Roy, A. A., Wagstrom, K. M., Adams, P. J., Pandis, S. N., and Robinson, A. L.: Quantification of the effects of molecular marker oxidation on source apportionment estimates for motor vehicles, Atmos. Environ., 45, 3132–3140, 2011.

Rückerl, R., Schneider, A., Greven, S., Katsouyanni, K., Bellander, T., Forastiere, F., Jacquemin, B., Lanki, T., Koenig, W., and Peters, A.: Obesity and lung disease predict CRP levels in myocardial infarction survivors, Euro. J. Epidemiol., 21, 127–127, 2006.

Ruckerl, R., Hampel, R., Ylin-Tuomi, T., Lanki, T., Brettner, S., Cyrys, J., Pitz, M., Belcredi, P., Brueske-Hohlfeld, I., Wolf, K., Kupper, U., Timonen, K., Wichmann, H. E., Peters, A., and Schneider, A.: Personal Measurements of Ultrafine Particles Are Associated with Decreased Heart Rate Variability, Epidemiology, 20, S19–S20, 2009.

Ruckstuhl, C., Philipona, R., Behrens, K., Coen, M., Durr, B., Heimo, A., Matzler, C., Nyeki, S., Ohmura, A., Vuilleumier, L., Weller, M., Wehrli, C., and Zelenka, A.: Aerosol and cloud effects on solar brightening and the recent rapid warming, Geophys. Res. Lett., 35, L12708, https://doi.org/10.1029/2008GL034228, 2008.

Rudich, Y., Donahue, N., and Mentel, T.: Aging of organic aerosol: Bridging the gap between laboratory and field studies, Ann. Rev. Phys. Chem., 58, 321–352, https://doi.org/10.1146/annurev.physchem.58.032806.104432, 2007.

Ruijgrok, W., Tieben, H., and Eisinga, P.: The dry deposition of particles to a forest canopy: A comparison of model and experimental results, Atmos. Environ., 31, 399–415, https://doi.org/10.1016/S1352-2310(96)00089-1, 1997.

Russell, L., Bahadur, R., Hawkins, L., Allan, J., Baumgardner, D., Quinn, P., and Bates, T.: Organic aerosol characterization by complementary measurements of chemical bonds and molecular fragments, Atmos. Environ., 43, 6100–6105, https://doi.org/10.1016/j.atmosenv.2009.09.036, 2009.

Russell, L., Bahadur, R., and Ziemann, P.: Identifying organic aerosol sources by comparing functional group composition in chamber and atmospheric particles, Proc. Natl. Aca. Sci. USA, 108, 3516–3521, https://doi.org/10.1073/pnas.1006461108, 2011.

Ryder, J.: Emission, deposition and chemical conversion of atmospheric trace substances in and above vegetation canopies, Ph.D., School for Earth, Atmospheric and Environmental Sciences University of Manchester, Manchester, 241 pp., 2010.

Saathoff, H., Naumann, K. H., Schnaiter, M., Schöck, W., Möhler, O., Schurath, U., Weingartner, E., Gysel, M., and Baltensperger, U.: Coating of soot and (NH4)2SO4 particles by ozonolysis products of alpha-pinene, J. Aerosol Sci., 34, 1297–1321, 2003.

Salam, A., Lohmann, U., and Lesins, G.: Ice nucleation of ammonia gas exposed montmorillonite mineral dust particles, Atmos. Chem. Phys., 7, 3923–3931, https://doi.org/10.5194/acp-7-3923-2007, 2007.

Saleh, R., Hennigan, C. J., McMeeking, G. R., Chuang, W. K., Robinson, E. S., Coe, H., Donahue, N. M., and Robinson, A. L.: Absorptivity of brown carbon in fresh and photo-chemically aged biomass-burning emissions, Atmos. Chem. Phys., 13, 7683–7693, https://doi.org/10.5194/acp-13-7683-2013, 2013.

Samoli, E., Peng, R., Ramsay, T., Pipikou, M., Touloumi, G., Dominici, F., Burnett, R., Cohen, A., Krewski, D., Samet, J., and Katsouyanni, K.: Acute Effects of Ambient Particulate Matter on Mortality in Europe and North America: Results from the APHENA Study, Environ. Health Perspect., 116, 1480–1486, https://doi.org/10.1289/ehp.11345, 2008.

Samoli, E., Kougea, E., Kassomenos, P., Analitis, A., and Katsouyanni, K.: Does the presence of desert dust modify the effect of PM10 on mortality in Athens, Greece?, Sci. Total Environ., 409, 2049–2054, 2011.

Sandradewi, J., Prévôt, A., Szidat, S., Perron, N., Alfarra, M., Lanz, V., Weingartner, E., and Baltensperger, U.: Using aerosol light absorption measurements for the quantitative determination of wood burning and traffic emission contributions to particulate matter, Environ. Sci. Technol., 42, 3316–3323, https://doi.org/10.1021/es702253m, 2008a.

Sandradewi, J., Prévôt, A., Weingartner, E., Schmidhauser, R., Gysel, M., and Baltensperger, U.: A study of wood burning and traffic aerosols in an Alpine valley using a multi-wavelength Aethalometer, Atmos. Environ., 42, 101–112, https://doi.org/10.1016/j.atmosenv.2007.09.034, 2008b.

Saukko, E., Lambe, A. T., Massoli, P., Koop, T., Wright, J. P., Croasdale, D. R., Pedernera, D. A., Onasch, T. B., Laaksonen, A., Davidovits, P., Worsnop, D. R., and Virtanen, A.: Humidity-dependent phase state of SOA particles from biogenic and anthropogenic precursors, Atmos. Chem. Phys., 12, 7517–7529, https://doi.org/10.5194/acp-12-7517-2012, 2012.

Schär, C., Vidale, P., Luthi, D., Frei, C., Haberli, C., Liniger, M., and Appenzeller, C.: The role of increasing temperature variability in European summer heatwaves, Nature, 427, 332–336, https://doi.org/10.1038/nature02300, 2004.

Schauer, J., Rogge, W., Hildemann, L., Mazurek, M., Cass, G., and Simoneit, B.: Source apportionment of airborne particulate matter using organic compounds as tracers, Atmos. Environ., 30, 3837–3855, https://doi.org/10.1016/1352-2310(96)00085-4, 1996.

Schicker, B., Kuhn, M., Fehr, R., Asmis, L. M., Karagiannidis, C., and Reinhart, W. H.: Particulate matter inhalation during hay storing activity induces systemic inflammation and platelet aggregation, Eur. J. Appl. Physiol., 105, 771–778, https://doi.org/10.1007/s00421-008-0962-9, 2009.

Schill, G. P. and Tolbert, M. A.: Heterogeneous ice nucleation on phase-separated organic-sulfate particles: effect of liquid vs. glassy coatings, Atmos. Chem. Phys., 13, 4681–4695, https://doi.org/10.5194/acp-13-4681-2013, 2013.

Schmid, H., Laskus, L., Abraham, H., Baltensperger, U., Lavanchy, V., Bizjak, M., Burba, P., Cachier, H., Crow, D., Chow, J., Gnauk, T., Even, A., ten Brink, H., Giesen, K., Hitzenberger, R., Hueglin, C., Maenhaut, W., Pio, C., Carvalho, A., Putaud, J., Toom-Sauntry, D., and Puxbaum, H.: Results of the "carbon conference" international aerosol carbon round robin test stage I, Atmos. Environ., 35, 2111–2121, https://doi.org/10.1016/S1352-2310(00)00493-3, 2001.

Schnaiter, M., Linke, C., Möhler, O., Naumann, K.-H., Saathoff, H., Wagner, R., Schurath, U., and Wehner, B.: Absorption amplification of black carbon internally mixed with secondary organic aerosol, J. Geophys. Res., 110, D19204, https://doi.org/10.1029/2005JD006046, 2005.

Schultz, M., Heil, A., Hoelzemann, J., Spessa, A., Thonicke, K., Goldammer, J., Held, A., Pereira, J., and van het Bolscher, M.: Global wildland fire emissions from 1960 to 2000, Global Biogeochemical Cycles, 22, GB2002, https://doi.org/10.1029/2007GB003031, 2008.

Schulz, M., Prospero, J., Baker, A., Dentener, F., Ickes, L., Liss, P., Mahowald, N., Nickovic, S., Garcia-Pando, C., Rodriguez, S., Sarin, M., Tegen, I., and Duce, R.: Atmospheric Transport and Deposition of Mineral Dust to the Ocean: Implications for Research Needs, Environ. Sci. Technol., 46, 10390–10404, https://doi.org/10.1021/es300073u, 2012.

Schwartz, R. E., Russell, L. M., Sjostedt, S. J., Vlasenko, A., Slowik, J. G., Abbatt, J. P. D., Macdonald, A. M., Li, S. M., Liggio, J., Toom-Sauntry, D., and Leaitch, W. R.: Biogenic oxidized organic functional groups in aerosol particles from a mountain forest site and their similarities to laboratory chamber products, Atmos. Chem. Phys., 10, 5075–5088, https://doi.org/10.5194/acp-10-5075-2010, 2010.

Sciare, J., d'Argouges, O., Zhang, Q. J., Sarda-Estève, R., Gaimoz, C., Gros, V., Beekmann, M., and Sanchez, O.: Comparison between simulated and observed chemical composition of fine aerosols in Paris (France) during springtime: contribution of regional versus continental emissions, Atmos. Chem. Phys., 10, 11987–12004, https://doi.org/10.5194/acp-10-11987-2010, 2010.

Sciare, J., d'Argouges, O., Sarda-Esteve, R., Gaimoz, C., Dolgorouky, C., Bonnaire, N., Favez, O., Bonsang, B., and Gros, V.: Large contribution of water-insoluble secondary organic aerosols in the region of Paris (France) during wintertime, J. Geophys. Res.-Atmos., 116, D22203, https://doi.org/10.1029/2011JD015756, 2011.

Scott, C. E., Rap, A., Spracklen, D. V., Forster, P. M., Carslaw, K. S., Mann, G. W., Pringle, K. J., Kivekäs, N., Kulmala, M., Lihavainen, H., and Tunved, P.: The direct and indirect radiative effects of biogenic secondary organic aerosol, Atmos. Chem. Phys., 14, 447–470, https://doi.org/10.5194/acp-14-447-2014, 2014.

Sehmel, G. A.: Particle and gas dry deposition: a review, Atmos. Environ., 14, 983–1011, 1980.

Sgro, L., Simonelli, A., Pascarella, L., Minutolo, P., Guarnieri, D., Sannolo, N., Netti, P., and D'Anna, A.: Toxicological properties of nanoparticles of organic compounds (noc) from flames and vehicle exhausts, Environ. Sci. Technol., 43, 2608–2613, https://doi.org/10.1021/es8034768, 2009.

Shaw, G. E.: Bio-controlled thermostasis involving the sulfur cycle, Climatic Change, 5, 297–303, https://doi.org/10.1007/bf02423524, 1983.

Shindell, D., Kuylenstierna, J., Vignati, E., van Dingenen, R., Amann, M., Klimont, Z., Anenberg, S., Muller, N., Janssens-Maenhout, G., Raes, F., Schwartz, J., Faluvegi, G., Pozzoli, L., Kupiainen, K., Hoglund-Isaksson, L., Emberson, L., Streets, D., Ramanathan, V., Hicks, K., Oanh, N., Milly, G., Williams, M., Demkine, V., and Fowler, D.: Simultaneously mitigating near-term climate change and improving human health and food security, Science, 335, 183–189, https://doi.org/10.1126/science.1210026, 2012.

Shiraiwa, M., Sosedova, Y., Rouvière, A., Yang, H., Zhang, Y., Abbatt, J. P. D., Ammann M., and Pöschl, U.: The role of long-lived reactive oxygen intermediates in the reaction of ozone with aerosol particles, Nature Chem., 3, 291–295, 2011a.

Shiraiwa, M., Ammann, M., Koop, T., and Pöschl, U.: Gas uptake and chemical aging of semisolid organic aerosol particles, Proc. Natl. Aca. Sci. USA, 108, 11003–11008, https://doi.org/10.1073/pnas.1103045108, 2011b.

Shiraiwa, M., Selzle, K., and Pöschl, U.: Hazardous components and health effects of atmospheric aerosol particles: reactive oxygen species, soot, polycyclic aromatic compounds and allergenic proteins, Free Radical Res., 46, 927–939, https://doi.org/10.3109/10715762.2012.663084, 2012.

Shiraiwa, M., Yee, L., Schilling, K. A., Loza, C. L., Craven, J. S., Zuend, A., Ziemann, P. J., and Seinfeld, J. H.: Size distribution dynamics reveal particle-phase chemistry in organic aerosol formation, Proc. Natl. Acad. Sci. USA, 110, 11746–11750, https://doi.org/10.1073/pnas.1307501110, 2013.

Sihto, S.-L., Kulmala, M., Kerminen, V.-M., Dal Maso, M., Petäjä, T., Riipinen, I., Korhonen, H., Arnold, F., Janson, R., Boy, M., Laaksonen, A., and Lehtinen, K. E. J.: Atmospheric sulphuric acid and aerosol formation: implications from atmospheric measurements for nucleation and early growth mechanisms, Atmos. Chem. Phys., 6, 4079–4091, https://doi.org/10.5194/acp-6-4079-2006, 2006.

Silbajoris, R., Osornio-Vargas, A., Simmons, S., Reed, W., Bromberg, P., Dailey, L., and Samet, J.: Ambient particulate matter induces interleukin-8 expression through an alternative nf-kappa b (nuclear factor-kappa b) mechanism in human airway epithelial cells, Environ. Health Perspect., 119, 1379–1383, https://doi.org/10.1289/ehp.1103594, 2011.

Simpson, D., Winiwarter, W., Borjesson, G., Cinderby, S., Ferreiro, A., Guenther, A., Hewitt, C., Janson, R., Khalil, M., Owen, S., Pierce, T., Puxbaum, H., Shearer, M., Skiba, U., Steinbrecher, R., Tarrason, L., and Oquist, M.: Inventorying emissions from nature in Europe, J. Geophys. Res.-Atmos., 104, 8113–8152, https://doi.org/10.1029/98JD02747, 1999.

Simpson, D., Benedictow, A., Berge, H., Bergström, R., Emberson, L. D., Fagerli, H., Flechard, C. R., Hayman, G. D., Gauss, M., Jonson, J. E., Jenkin, M. E., Ny\\'iri, A., Richter, C., Semeena, V. S., Tsyro, S., Tuovinen, J.-P., Valdebenito, \\'A., and Wind, P.: The EMEP MSC-W chemical transport model – technical description, Atmos. Chem. Phys., 12, 7825–7865, https://doi.org/10.5194/acp-12-7825-2012, 2012.

Sioutas, C., Delfino, R., and Singh, M.: Exposure assessment for atmospheric ultrafine particles (UFPs) and implications in epidemiologic research, Environ. Health Perspect., 113, 947–955, https://doi.org/10.1289/ehp.7939, 2005.

Sipilä, M., Berndt, T., Petaja, T., Brus, D., Vanhanen, J., Stratmann, F., Patokoski, J., Mauldin, R., Hyvarinen, A., Lihavainen, H., and Kulmala, M.: The role of sulfuric acid in atmospheric nucleation, Science, 327, 1243–1246, https://doi.org/10.1126/science.1180315, 2010.

Slinn, W. G. N.: Prediction for particle deposition to vegetative canopies, Atmos. Environ., 16, 1785–1794, 1982.

Slowik, J. G., Vlasenko, A., McGuire, M., Evans, G. J., and Abbatt, J. P. D.: Simultaneous factor analysis of organic particle and gas mass spectra: AMS and PTR-MS measurements at an urban site, Atmos. Chem. Phys., 10, 1969–1988, https://doi.org/10.5194/acp-10-1969-2010, 2010.

Slowik, J. G., Brook, J., Chang, R. Y.-W., Evans, G. J., Hayden, K., Jeong, C.-H., Li, S.-M., Liggio, J., Liu, P. S. K., McGuire, M., Mihele, C., Sjostedt, S., Vlasenko, A., and Abbatt, J. P. D.: Photochemical processing of organic aerosol at nearby continental sites: contrast between urban plumes and regional aerosol, Atmos. Chem. Phys., 11, 2991–3006, https://doi.org/10.5194/acp-11-2991-2011, 2011.

Smith, K., Jerrett, M., Anderson, H., Burnett, R., Stone, V., Derwent, R., Atkinson, R., Cohen, A., Shonkoff, S., Krewski, D., Pope, C., Thun, M., and Thurston, G.: Health and Climate Change 5 Public health benefits of strategies to reduce greenhouse-gas emissions: health implications of short-lived greenhouse pollutants, Lancet, 374, 2091–2103, https://doi.org/10.1016/S0140-6736(09)61716-5, 2009.

Smith, M. L., You, Y., Kuwata, M., Bertram, A. K., and Martin, S. T.: Phase transitions and phase miscibility of mixed particles of ammonium sulfate, toluene-derived secondary organic material, and water, J. Phys. Chem. A, 117, 8895–8906, https://doi.org/10.1021/jp405095e, 2013.

Snow-Kropla, E. J., Pierce, J. R., Westervelt, D. M., and Trivitayanurak, W.: Cosmic rays, aerosol formation and cloud-condensation nuclei: sensitivities to model uncertainties, Atmos. Chem. Phys., 11, 4001–4013, https://doi.org/10.5194/acp-11-4001-2011, 2011.

Snyder, D., Schauer, J., Gross, D., and Turner, J.: Estimating the contribution of point sources to atmospheric metals using single-particle mass spectrometry, Atmos. Environ., 43, 4033–4042, https://doi.org/10.1016/j.atmosenv.2009.05.011, 2009.

Solmon, F., Mallet, M., Elguindi, N., Giorgi, F., Zakey, A., and Konare, A.: Dust aerosol impact on regional precipitation over western Africa, mechanisms and sensitivity to absorption properties, Geophys. Res. Lett., 35, L24705, https://doi.org/10.1029/2008GL035900, 2008.

Soto, K. F., Murr, L. E., and Garza, K. M.: Cytotoxic responses and potential respiratory health effects of carbon and carbonaceous nanoparticulates in the Paso del Norte airshed environment, International J. Environ. Res. Public Health, 5, 12–25, https://doi.org/10.3390/ijerph5010012, 2008.

Spracklen, D. V., Pringle, K. J., Carslaw, K. S., Chipperfield, M. P., and Mann, G. W.: A global off-line model of size-resolved aerosol microphysics: I. Model development and prediction of aerosol properties, Atmos. Chem. Phys., 5, 2227–2252, https://doi.org/10.5194/acp-5-2227-2005, 2005.

Spracklen, D., Logan, J., Mickley, L., Park, R., Yevich, R., Westerling, A., and Jaffe, D.: Wildfires drive interannual variability of organic carbon aerosol in the western US in summer, Geophys. Res. Lett., 34, L16816, https://doi.org/10.1029/2007GL030037, 2007.

Spracklen, D., Mickley, L., Logan, J., Hudman, R., Yevich, R., Flannigan, M., and Westerling, A.: Impacts of climate change from 2000 to 2050 on wildfire activity and carbonaceous aerosol concentrations in the western United States, J. Geophys. Res.-Atmos., 114, D20301, https://doi.org/10.1029/2008JD010966, 2009.

Spracklen, D. V., Carslaw, K. S., Merikanto, J., Mann, G. W., Reddington, C. L., Pickering, S., Ogren, J. A., Andrews, E., Baltensperger, U., Weingartner, E., Boy, M., Kulmala, M., Laakso, L., Lihavainen, H., Kivekäs, N., Komppula, M., Mihalopoulos, N., Kouvarakis, G., Jennings, S. G., O'Dowd, C., Birmili, W., Wiedensohler, A., Weller, R., Gras, J., Laj, P., Sellegri, K., Bonn, B., Krejci, R., Laaksonen, A., Hamed, A., Minikin, A., Harrison, R. M., Talbot, R., and Sun, J.: Explaining global surface aerosol number concentrations in terms of primary emissions and particle formation, Atmos. Chem. Phys., 10, 4775–4793, https://doi.org/10.5194/acp-10-4775-2010, 2010.

Spracklen, D. V., Jimenez, J. L., Carslaw, K. S., Worsnop, D. R., Evans, M. J., Mann, G. W., Zhang, Q., Canagaratna, M. R., Allan, J., Coe, H., McFiggans, G., Rap, A., and Forster, P.: Aerosol mass spectrometer constraint on the global secondary organic aerosol budget, Atmos. Chem. Phys., 11, 12109–12136, https://doi.org/10.5194/acp-11-12109-2011, 2011.

Stanek, L., Sacks, J., Dutton, S., and Dubois, J.: Attributing health effects to apportioned components and sources of particulate matter: An evaluation of collective results, Atmos. Environ., 45, 5655–5663, https://doi.org/10.1016/j.atmosenv.2011.07.023, 2011.

Stanhill, G. and Cohen, S.: Global dimming: a review of the evidence for a widespread and significant reduction in global radiation with discussion of its probable causes and possible agricultural consequences, Agr. Forest Meteorol., 107, 255–278, https://doi.org/10.1016/S0168-1923(00)00241-0, 2001.

Stern, D.: Reversal of the trend in global anthropogenic sulfur emissions, Global Environ. Change, 16, 207–220, https://doi.org/10.1016/j.gloenvcha.2006.01.001, 2006.

Stettler, M., Eastham, S., and Barrett, S.: Air quality and public health impacts of UK airports. Part I: Emissions, Atmos. Environ., 45, 5415–5424, https://doi.org/10.1016/j.atmosenv.2011.07.012, 2011.

Stevens, B. and Feingold, G.: Untangling aerosol effects on clouds and precipitation in a buffered system, Nature, 461, 607–613, https://doi.org/10.1038/nature08281, 2009.

Stocks, B., Fosberg, M., Lynham, T., Mearns, L., Wotton, B., Yang, Q., Jin, J., Lawrence, K., Hartley, G., Mason, J., and McKenney, D.: Climate change and forest fire potential in Russian and Canadian boreal forests, Climatic Change, 38, 1–13, https://doi.org/10.1023/A:1005306001055, 1998.

Stocks, B., Mason, J., Todd, J., Bosch, E., Wotton, B., Amiro, B., Flannigan, M., Hirsch, K., Logan, K., Martell, D., and Skinner, W.: Large forest fires in Canada, 1959-1997, J. Geophys. Res.-Atmos., 108, D1, 8149, https://doi.org/10.1029/2001JD000484, 2002.

Stohs, S. J. and Bagchi, D.: Oxidative mechanisms in the toxicity of metal ions, Free Radical Biol. Medicine, 18, 321–336, 1995.

Stölzel, M., Breitner, S., Cyrys, J., Pitz, M., Woelke, G., Kreyling, W., Heinrich, J., Wichmann, H., and Peters, A.: Daily mortality and particulate matter in different size classes in Erfurt, Germany, J. Exposure Sci. Enviro. Epidemiol., 17, 458–467, https://doi.org/10.1038/sj.jes.7500538, 2007.

Stone, E. A., Snyder, D. C., Sheesley, R. J., Sullivan, A. P., Weber, R. J., and Schauer, J. J.: Source apportionment of fine organic aerosol in Mexico City during the MILAGRO experiment 2006, Atmos. Chem. Phys., 8, 1249–1259, https://doi.org/10.5194/acp-8-1249-2008, 2008.

Storelvmo, T., Kristjansson, J., and Lohmann, U.: Aerosol influence on mixed-phase clouds in CAM-Oslo, J. Atmos. Sci., 65, 3214–3230, https://doi.org/10.1175/2008JAS2430.1, 2008.

Streets, D., Wu, Y., and Chin, M.: Two-decadal aerosol trends as a likely explanation of the global dimming/brightening transition, Geophys. Res. Lett., 33, L15806, https://doi.org/10.1029/2006GL026471, 2006.

Streets, D., Yan, F., Chin, M., Diehl, T., Mahowald, N., Schultz, M., Wild, M., Wu, Y., and Yu, C.: Anthropogenic and natural contributions to regional trends in aerosol optical depth, 1980–2006, J. Geophys. Res.-Atmos., 114, D00D18, https://doi.org/10.1029/2008JD011624, 2009.

Strickland, M., Klein, M., Correa, A., Reller, M., Mahle, W., Riehle-Colarusso, T., Botto, L., Flanders, W., Mulholland, J., Siffel, C., Marcus, M., and Tolbert, P.: Ambient air pollution and cardiovascular malformations in Atlanta, Georgia, 1986–2003, Am. J. Epidemiol., 169, 1004–1014, https://doi.org/10.1093/aje/kwp011, 2009.

Su, D., Serafino, A., Muller, J., Jentoft, R., Schlogl, R., and Fiorito, S.: Cytotoxicity and inflammatory potential of soot particles of low-emission diesel engines, Environ. Sci. Technol., 42, 1761–1765, https://doi.org/10.1021/es0716554, 2008.

Sullivan, R., Minambres, L., DeMott, P., Prenni, A., Carrico, C., Levin, E., and Kreidenweis, S.: Chemical processing does not always impair heterogeneous ice nucleation of mineral dust particles, Geophys. Res. Lett., 37, L24805, https://doi.org/10.1029/2010GL045540, 2010a.

Sullivan, R. C., Petters, M. D., DeMott, P. J., Kreidenweis, S. M., Wex, H., Niedermeier, D., Hartmann, S., Clauss, T., Stratmann, F., Reitz, P., Schneider, J., and Sierau, B.: Irreversible loss of ice nucleation active sites in mineral dust particles caused by sulphuric acid condensation, Atmos. Chem. Phys., 10, 11471–11487, https://doi.org/10.5194/acp-10-11471-2010, 2010b.

Sun, Y.-L., Zhang, Q., Schwab, J. J., Demerjian, K. L., Chen, W.-N., Bae, M.-S., Hung, H.-M., Hogrefe, O., Frank, B., Rattigan, O. V., and Lin, Y.-C.: Characterization of the sources and processes of organic and inorganic aerosols in New York city with a high-resolution time-of-flight aerosol mass apectrometer, Atmos. Chem. Phys., 11, 1581–1602, https://doi.org/10.5194/acp-11-1581-2011, 2011.

Surratt, J. D., Kroll, J. H., Kleindienst, T. E., Edney, E. O., Claeys, M., Sorooshian, A., Ng, N. L., Offenberg, J. H., Lewandowski, M., Jaoui, M., Flagan, R. C., and Seinfeld, J. H.: Evidence of organosulfates in secondary organic aerosol, Environ. Sci. Technol., 41, 517–527, 2007.

Suzuki, K., Nakajima, T., Satoh, M., Tomita, H., Takemura, T., Nakajima, T., and Stephens, G.: Global cloud-system-resolving simulation of aerosol effect on warm clouds, Geophys. Res. Lett., 35, L19817, https://doi.org/10.1029/2008GL035449, 2008.

Swedish EPA: Air Pollution and Climate Change – Two sides of the same coin?, Swedish Environmental Protection Agency, Colna – Sweden, 2009.

Szidat, S., Jenk, T., Gaggeler, H., Synal, H., Hajdas, I., Bonani, G., and Saurer, M.: THEODORE, a two-step heating system for the EC/OC determination of radiocarbon (C-14) in the environment, Nuclear Instr. Methods Phys. Res., 223, 829–836, https://doi.org/10.1016/j.nimb.2004.04.153, 2004.

Szidat, S., Jenk, T., Synal, H., Kalberer, M., Wacker, L., Hajdas, I., Kasper-Giebl, A., and Baltensperger, U.: Contributions of fossil fuel, biomass-burning, and biogenic emissions to carbonaceous aerosols in Zurich as traced by C-14, J. Geophys. Res.-Atmos., 111, D07206, https://doi.org/10.1029/2005JD006590, 2006.

Szidat, S., Prévôt, A., Sandradewi, J., Alfarra, M., Synal, H., Wacker, L., and Baltensperger, U.: Dominant impact of residential wood burning on particulate matter in Alpine valleys during winter, Geophys. Res. Lett., 34, L05820, https://doi.org/10.1029/2006GL028325, 2007.

Szidat, S., Ruff, M., Perron, N., Wacker, L., Synal, H.-A., Hallquist, M., Shannigrahi, A. S., Yttri, K. E., Dye, C., and Simpson, D.: Fossil and non-fossil sources of organic carbon (OC) and elemental carbon (EC) in Göteborg, Sweden, Atmos. Chem. Phys., 9, 1521–1535, https://doi.org/10.5194/acp-9-1521-2009, 2009.

Tai, A. P. K., Mickley, L. J., and Jacob, D. J.: Impact of 2000–2050 climate change on fine particulate matter (PM2.5) air quality inferred from a multi-model analysis of meteorological modes, Atmos. Chem. Phys., 12, 11329–11337, https://doi.org/10.5194/acp-12-11329-2012, 2012a.

Tai, A. P. K., Mickley, L. J., Jacob, D. J., Leibensperger, E. M., Zhang, L., Fisher, J. A., and Pye, H. O. T.: Meteorological modes of variability for fine particulate matter (PM2.5) air quality in the United States: implications for PM2.5 sensitivity to climate change, Atmos. Chem. Phys., 12, 3131–3145, https://doi.org/10.5194/acp-12-3131-2012, 2012b.

Tainio, M., Tuomisto, J., Pekkanen, J., Karvosenoja, N., Kupiainen, K., Porvari, P., Sofiev, M., Karppinen, A., Kangas, L., and Kukkonen, J.: Uncertainty in health risks due to anthropogenic primary fine particulate matter from different source types in Finland, Atmos. Environ., 44, 2125–2132, https://doi.org/10.1016/j.atmosenv.2010.02.036, 2010.

Takahama, S., Johnson, A., Morales, J., Russell, L., Duran, R., Rodriguez, G., Zheng, J., Zhang, R., Toom-Sauntry, D., and Leaitch, W.: Submicron organic aerosol in Tijuana, Mexico, from local and Southern California sources during the CalMex campaign, Atmos. Environ., 70, 500–512, https://doi.org/10.1016/j.atmosenv.2012.07.057, 2013.

Tao, W., Li, X., Khain, A., Matsui, T., Lang, S., and Simpson, J.: Role of atmospheric aerosol concentration on deep convective precipitation: Cloud-resolving model simulations, J. Geophys. Res.-Atmos., 112, D24S18, https://doi.org/10.1029/2007JD008728, 2007.

Tao, W., Chen, J., Li, Z., Wang, C., and Zhang, C.: Impact of aerosols on convective clouds and precipitation, Rev. Geophys., 50, RG2001, https://doi.org/10.1029/2011RG000369, 2012.

Targino, A., Coe, H., Cozic, J., Crosier, J., Crawford, I., Bower, K., Flynn, M., Gallagher, M., Allan, J., Verheggen, B., Weingartner, E., Baltensperger, U., and Choularton, T.: Influence of particle chemical composition on the phase of cold clouds at a high-alpine site in Switzerland, J. Geophys. Res.-Atmos., 114, D18206, https://doi.org/10.1029/2008JD011365, 2009.

Teixeira, E. C., Pra, D., Idalgo, D., Henriques, J., and Wiegand, F.: DNA-damage effect of polycyclic aromatic hydrocarbons from urban area, evaluated in lung fibroblast cultures, Environ. Pollut., 162, 430–438, https://doi.org/10.1016/j.envpol.2011.11.030, 2012.

Terzano, C., Di Stefano, F., Conti, V., Graziani, E., and Petroianni, A.: Air pollution ultrafine particles: toxicity beyond the lung, Euro. Rev. Medical Pharmacol. Sci., 14, 809–821, 2010.

Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Feichter, H., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I., Iversen, I., Kloster, S., Koch, D., Kirkevåg, A., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, Ø., Stier, P., Takemura, T., and Tie, X.: Analysis and quantification of the diversities of aerosol life cycles within AeroCom, Atmos. Chem. Phys., 6, 1777–1813, https://doi.org/10.5194/acp-6-1777-2006, 2006.

Timko, M., Onasch, T., Northway, M., Jayne, J., Canagaratna, M., Herndon, S., Wood, E., Miake-Lye, R., and Knighton, W.: Gas Turbine Engine Emissions-Part II: Chemical Properties of Particulate Matter, J. Eng. Gas Turbines Power-Trans. Asme, 132, 061505, https://doi.org/10.1115/1.4000132, 2010.

Topping, D. O., McFiggans, G. B., Kiss, G., Varga, Z., Facchini, M. C., Decesari, S., and Mircea, M.: Surface tensions of multi-component mixed inorganic/organic aqueous systems of atmospheric significance: measurements, model predictions and importance for cloud activation predictions, Atmos. Chem. Phys., 7, 2371–2398, https://doi.org/10.5194/acp-7-2371-2007, 2007.

Tørseth, K., Aas, W., Breivik, K., Fjæraa, A. M., Fiebig, M., Hjellbrekke, A. G., Lund Myhre, C., Solberg, S., and Yttri, K. E.: Introduction to the European Monitoring and Evaluation Programme (EMEP) and observed atmospheric composition change during 1972–2009, Atmos. Chem. Phys., 12, 5447–5481, https://doi.org/10.5194/acp-12-5447-2012, 2012.

Trenberth, K., Fasullo, J., and Kiehl, J.: Earth's global energy budget, Bull. Am. Meteorol. Soc., 90, 311–323, https://doi.org/10.1175/2008BAMS2634.1, 2009.

Tunved, P., Hansson, H., Kerminen, V., Strom, J., Dal Maso, M., Lihavainen, H., Viisanen, Y., Aalto, P., Komppula, M., and Kulmala, M.: High natural aerosol loading over boreal forests, Science, 312, 261–263, https://doi.org/10.1126/science.1123052, 2006.

Tunved, P., Strom, J., Kulmala, M., Kerminen, V., Dal Maso, M., Svenningson, B., Lunder, C., and Hansson, H.: The natural aerosol over Northern Europe and its relation to anthropogenic emissions -implications of important climate feedbacks, Tellus Ser. B, 60, 473–484, https://doi.org/10.1111/j.1600-0889.2008.00363.x, 2008.

Twohy, C., DeMott, P., Pratt, K., Subramanian, R., Kok, G., Murphy, S., Lersch, T., Heymsfield, A., Wang, Z., Prather, K., and Seinfeld, J.: Relationships of Biomass-Burning Aerosols to Ice in Orographic Wave Clouds, J. Atmos. Sci., 67, 2437–2450, https://doi.org/10.1175/2010JAS33.10.1, 2010.

Ulbrich, I. M., Canagaratna, M. R., Zhang, Q., Worsnop, D. R., and Jimenez, J. L.: Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data, Atmos. Chem. Phys., 9, 2891–2918, https://doi.org/10.5194/acp-9-2891-2009, 2009a.

Ulbrich, U., Leckebusch, G., and Pinto, J.: Extra-tropical cyclones in the present and future climate: a review, Theor. Appl. Climatol., 96, 117–131, https://doi.org/10.1007/s00704-008-0083-8, 2009b.

Unal, A., Hu, Y., Chang, M., Odman, M., and Russell, A.: Airport related emissions and impacts on air quality: Application to the Atlanta International Airport, Atmos. Environ., 39, 5787–5798, https://doi.org/10.1016/j.atmosenv.2005.05.051, 2005.

UNEP and WMO: Integrated Assessment of Black Carbon and Tropospheric Ozone, United Nations Environment Programme, Nairobi, Kenya, and World Meteorological Organization, Geneva, Switzerland, 282, 2011.

Vali, G.: Biological Ice Nucleation and Its Applications, Chapter 1, edited by: Lee Jr., R. E., Warren, G. J., and Gusta, L. V., American Phytopathological Society Press, St. Paul, MN, 1995.

van der Werf, G., Randerson, J., Collatz, G., Giglio, L., Kasibhatla, P., Arellano, A., Olsen, S., and Kasischke, E.: Continental-scale partitioning of fire emissions during the 1997 to 2001 El Nino/La Nina period, Science, 303, 73–76, https://doi.org/10.1126/science.1090753, 2004.

Van Dingenen, R., Raes, F., Putaud, J., Baltensperger, U., Charron, A., Facchini, M., Decesari, S., Fuzzi, S., Gehrig, R., Hansson, H., Harrison, R., Huglin, C., Jones, A., Laj, P., Lorbeer, G., Maenhaut, W., Palmgren, F., Querol, X., Rodriguez, S., Schneider, J., ten Brink, H., Tunved, P., Torseth, K., Wehner, B., Weingartner, E., Wiedensohler, A., and Wahlin, P.: A European aerosol phenomenology-1: physical characteristics of particulate matter at kerbside, urban, rural and background sites in Europe, Atmos. Environ., 38, 2561–2577, https://doi.org/10.1016/j.atmosenv.2004.01.040, 2004.

van Donkelaar, A., Martin, R., Brauer, M., Kahn, R., Levy, R., Verduzco, C., and Villeneuve, P.: Global Estimates of Ambient Fine Particulate Matter Concentrations from Satellite-Based Aerosol Optical Depth: Development and Application, Environ. Health Perspect., 118, 847–855, https://doi.org/10.1289/ehp.0901623, 2010.

Vazquez, A. and Moreno, J.: Patterns of lightning-, and people-caused fires in peninsular Spain, Int. J. Wildland Fire, 8, 103–115, https://doi.org/10.1071/WF9980103, 1998.

Veefkind, J. and de Leeuw, G.: A new algorithm to determine the spectral aerosol optical depth from satellite radiometer measurements, J. Aerosol Sci., 29, 1237–1248, https://doi.org/10.1016/S0021-8502(98)00032-9, 1998.

Vehkamäki, H. and Riipinen, I.: Thermodynamics and kinetics of atmospheric aerosol particle formation and growth, Chem. Soc. Rev., 41, 5160–5173, https://doi.org/10.1039/c2cs00002d, 2012.

Verhoeff, A. P. and Burge, H. A.: Health risk assessment of fungi in home environments, Ann. Allergy Asthma Immunol., 78, 544–554, 1997.

Verma, V., Ning, Z., Cho, A., Schauer, J., Shafer, M., and Sioutas, C.: Redox activity of urban quasi-ultrafine particles from primary and secondary sources, Atmos. Environ., 43, 6360–6368, https://doi.org/10.1016/j.atmosenv.2009.09.019, 2009.

Verma, V., Pakbin, P., Cheung, K., Cho, A., Schauer, J., Shafer, M., Kleinman, M., and Sioutas, C.: Physicochemical and oxidative characteristics of semi-volatile components of quasi-ultrafine particles in an urban atmosphere, Atmos. Environ., 45, 1025–1033, https://doi.org/10.1016/j.atmosenv.2010.10.044, 2011.

Vet, R. and Ro, C.-U.: Contribution of Canada-United States transboundary transport to wet deposition of sulfur and nitrogen oxides – a mass balance approach, Atmos. Environ. 42, 2518–2529, https://doi.org/10.1016/j.atmosenv.2007.12.034, 2008.

Vet, R., Artz, R. S., Carou, S., Shaw, M., Ro, C.-U., Aas, W., Baker, A., Bowersox, V. C., Dentener, F., Galay-Lacaux, C., Hou, A., Pienaar, J. J., Gillet, R., Forti, M. C., Gromov, S., Hara, H., Khodzher, T., Mahowald, M., Nickovic, S., Rao, P. S. P., and Reid, N. W.: A global assessment of precipitation chemistry and deposition of sulfur, nitrogen, sea salt, base cations, organic acids, acidity and pH, and phosphorus, Atmos. Environ., 93, 3–100, https://doi.org/10.1016/j.atmosenv.2013.10.060, 2014.

Viana, M., Kuhlbusch, T. A. J., Querol, X. , Alastuey, A. , Harrison, R. M., Hopke, P. K., Winiwarter, W., Vallius, M., Szidat, S., Prévôt, A. S. H., Hueglin, C., Bloemen, H., Wåhlin, P., Vecchi, R., Miranda, A. I., Kasper-Giebl, A., Maenhaut, W., and Hitzenberger, R.: Source apportionment of particulate matter in Europe: A review of methods and results, J. Aerosol Sci., 39, 827–849, 2008.

Vignati, E., Facchini, M. C., Rinaldi, M., Scannell, C., Ceburnis, D., Sciare, J., Kanakidou, M., Myriokefalitakis, S., Dentener, F., and O'Dowd, C. D.: Global scale emission and distribution of sea-spray aerosol: Sea-salt and organic enrichment, Atmos. Environ., 44, 670–677, https://doi.org/10.1016/j.atmosenv.2009.11.013, 2010a.

Vignati, E., Karl, M., Krol, M., Wilson, J., Stier, P., and Cavalli, F.: Sources of uncertainties in modelling black carbon at the global scale, Atmos. Chem. Phys., 10, 2595–2611, https://doi.org/10.5194/acp-10-2595-2010, 2010b.

Vinoj, V., Rasch, P., Wang, H., Yoon, J., Ma, P., Landu, K., and Singh, B.: Short-term modulation of Indian summer monsoon rainfall by West Asian dust, Nat. Geosci., 7, 308–313, https://doi.org/10.1038/ngeo2107, 2014.

Virtanen, A., Joutsensaari, J., Koop, T., Kannosto, J., Yli-Pirilä, P., Leskinen, J., Mäkelä, J. M., Holopainen, J. K., Pöschl, U., Kulmala, M., Worsnop, D. R., and Laaksonen, A., Nature, 467, 824–827, 2010.

Visser, S., Slowik, J. G., Furger, M., Zotter, P., Bukowiecki, N., Dressler, R., Flechsig, U., Appel, K., Green, D. C., Tremper, A. H., Young, D. E., Williams, P. I., Allan, J. D., Herndon, S. C., Williams, L. R., Mohr, C., Xu, L., Ng, N. L., Detournay, A., Barlow, J. F., Halios, C. H., Fleming, Z. L., Baltensperger, U., and Prévôt, A. S. H.: Kerb and urban increment of highly time-resolved trace elements in PM10, PM2.5 and PM1.0 winter aerosol in London during ClearfLo 2012, Atmos. Chem. Phys., 15, 2367–2386, https://doi.org/10.5194/acp-15-2367-2015, 2015.

Wacker, L., Fahrni, S., Hajdas, I., Molnar, M., Synal, H., Szidat, S., and Zhang, Y.: A versatile gas interface for routine radiocarbon analysis with a gas ion source, Nuclear Instr. Meth. Phys. Res. Sect. B, 294, 315–319, https://doi.org/10.1016/j.nimb.2012.02.009, 2013.

Wang, B., Lambe, A. T., Massoli, P., Onasch, T. B., Davidovits, P., Worsnop, D. R., and Knopf, D. A.: 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., 117, 2156–2202, https://doi.org/https://doi.org/10.1029/2012JD018063, 2012.

Wang, C., Dong, S., Evan, A. T., Foltz, G. R., and Lee, S.-K.: Multidecadal covariability of North Atlantic sea surface temperature, African dust, Sahel rainfall and Atlantic hurricanes, J. Climate, 25, 5404–5415, 2012.

Wang, J., Cubison, M. J., Aiken, A. C., Jimenez, J. L., and Collins, D. R.: The importance of aerosol mixing state and size-resolved composition on CCN concentration and the variation of the importance with atmospheric aging of aerosols, Atmos. Chem. Phys., 10, 7267–7283, https://doi.org/10.5194/acp-10-7267-2010, 2010.

Wang, K. C., Dickinson, R. E., Su, L., and Trenberth, K. E.: Contrasting trends of mass and optical properties of aerosols over the Northern Hemisphere from 1992 to 2011, Atmos. Chem. Phys., 12, 9387–9398, https://doi.org/10.5194/acp-12-9387-2012, 2012.

Wang, M., Ghan, S., Ovchinnikov, M., Liu, X., Easter, R., Kassianov, E., Qian, Y., and Morrison, H.: Aerosol indirect effects in a multi-scale aerosol-climate model PNNL-MMF, Atmos. Chem. Phys., 11, 5431–5455, https://doi.org/10.5194/acp-11-5431-2011, 2011.

Wang, Q.: Global budget of black carbon aerosol and implications for climate forcing, Harvard Unversity Cambridge, Massachusetts, 115, 2014.

Wang, X., Auler, A., Edwards, R., Cheng, H., Ito, E., Wang, Y., Kong, X., and Solheid, M.: Millennial-scale precipitation changes in southern Brazil over the past 90,000 years, Geophys. Res. Lett., 34, L23701, https://doi.org/10.1029/2007GL031149, 2007.

Warren, S. and Wiscombe, W.: A model for the spectral albedo of snow. 2. Snow containing atmospheric aerosols, J. Atmos. Sci., 37, 2734–2745, https://doi.org/10.1175/1520-0469(1980)0372.0.CO;2, 1980.

Warren, S. and Wiscombe, W.: Dirty snow after nuclear-war, Nature, 313, 467–470, https://doi.org/10.1038/313467a0, 1985.

Weber, R., Sullivan, A., Peltier, R., Russell, A., Yan, B., Zheng, M., de Gouw, J., Warneke, C., Brock, C., Holloway, J., Atlas, E., and Edgerton, E.: A study of secondary organic aerosol formation in the anthropogenic-influenced southeastern United States, J. Geophys. Res.-Atmos., 112, D13302, https://doi.org/10.1029/2007JD008408, 2007.

Weber, R. J., Marti, J. J., McMurry, P. H., Eisele, F. L., Tanner, D. J., and Jefferson, A.: Measured atmospheric new particle formation rates: implications for nucleation mechanisms, Chem. Eng. Commun., 151, 53–64, 1996.

Weitkamp, E., Lambe, A., Donahue, N., and Robinson, A.: Laboratory Measurements of the Heterogeneous Oxidation of Condensed-Phase Organic Molecular Makers for Motor Vehicle Exhaust, Environ. Sci. Technol., 42, 7950–7956, https://doi.org/10.1021/es800745x, 2008.

Westerling, A. and Bryant, B.: Climate change and wildfire in California, Climatic Change, 87, S231–S249, https://doi.org/10.1007/s10584-007-9363-z, 2008.

Westerling, A., Hidalgo, H., Cayan, D., and Swetnam, T.: Warming and earlier spring increase western US forest wildfire activity, Science, 313, 940–943, https://doi.org/10.1126/science.1128834, 2006.

WHO: Air quality guidelines for particulate matter, ozone, nitrogen, dioxide and sulfur dioxide, World Health Organization, 2005.

WHO: Health effect of black carbon, World Health Organization, 96, 2012.

WHO: Review of evidence on health aspects of air pollution – REVIHAAP Project, World Health Organisation, WHO Regional Office for Europe, Copenhagen, 2013a.

WHO: HRAPIE, Health risks of air pollution in Europe-HRAPIE project, World Health Organisation, WHO Regional Office for Europe, Copenhagen, 2013b.

WHO Regional Office for Europe, OECD. Economic cost of the health impact of air pollution in Europe: Clean air, health and wealth. Copenhagen: WHO Regional Office for Europe, 2015.

Wichmann, H. E., Spix, C., Tuch, T., Wölke, G., Peters, A., and Heinrich, J.: Daily mortality and fine and ultrafine particles in Erfurt, Germany, part I: role of particle number and particle mass, Res. Rep. Health Eff. Inst., 98, 5–94, 2000.

Wild, M.: Global dimming and brightening: A review, J. Geophys. Res.-Atmos., 114, D00D16, https://doi.org/10.1029/2008JD011470, 2009.

Wild, M.: Enlightening global dimming and brightening, Bull. Am. Meteorol. Soc., 93, 27–37, https://doi.org/10.1175/BAMS-D-11-00074.1, 2012.

Wild, M.: Relevance of decadal variations in surface radiative fluxes for climate change, AIP Conf Proc, 728–731, 2013.

Wild, M. and Liepert, B.: The Earth radiation balance as driver of the global hydrological cycle, Environ. Res. Lett., 5, 025203, https://doi.org/10.1088/1748-9326/5/2/025203, 2010.

Wild, M., Ohmura, A., Gilgen, H., and Rosenfeld, D.: On the consistency of trends in radiation and temperature records and implications for the global hydrological cycle, Geophys. Res. Lett., 31, L11201, https://doi.org/10.1029/2003GL019188, 2004.

Wild, M., Gilgen, H., Roesch, A., Ohmura, A., Long, C., Dutton, E., Forgan, B., Kallis, A., Russak, V., and Tsvetkov, A.: From dimming to brightening: Decadal changes in solar radiation at Earth's surface, Science, 308, 847–850, https://doi.org/10.1126/science.1103215, 2005.

Wild, M., Ohmura, A., and Makowski, K.: Impact of global dimming and brightening on global warming, Geophys. Res. Lett., 34, L04702, https://doi.org/10.1029/2006GL028031, 2007.

Wild, M., Grieser, J., and Schaer, C.: Combined surface solar brightening and increasing greenhouse effect support recent intensification of the global land-based hydrological cycle, Geophys. Res. Lett., 35, L17706, https://doi.org/10.1029/2008GL034842, 2008.

Williams, B., Goldstein, A., Kreisberg, N., and Hering, S.: An in-situ instrument for speciated organic composition of atmospheric aerosols: Thermal Desorption Aerosol GC/MS-FID (TAG), Aerosol Sci. Technol., 40, 627–638, https://doi.org/10.1080/02786820600754631, 2006.

Williams, B. J., Goldstein, A. H., Kreisberg, N. M., Hering, S. V., Worsnop, D. R., Ulbrich, I. M., Docherty, K. S., and Jimenez, J. L.: Major components of atmospheric organic aerosol in southern California as determined by hourly measurements of source marker compounds, Atmos. Chem. Phys., 10, 11577–11603, https://doi.org/10.5194/acp-10-11577-2010, 2010.

Williams, M.: Tackling climate change: what is the impact on air pollution?, Carbon Management, 3, 511–519, https://doi.org/10.4155/CMT.12.49, 2012.

Wold, S., Esbensen, K., and Geladi, P.: Principal component analysis, Chem. Intell. Lab. Syst., 2, 37–52, https://doi.org/10.1016/0169-7439(87)80084-9, 1987.

Wotton, B. and Flannigan, M.: Length of the fire season in a changing climate, Forest. Chronicle, 69, 187–192, 1993.

Wu, S., Mickley, L. J., Kaplan, J. O., and Jacob, D. J.: Impacts of changes in land use and land cover on atmospheric chemistry and air quality over the 21st century, Atmos. Chem. Phys., 12, 1597–1609, https://doi.org/10.5194/acp-12-1597-2012, 2012.

Wyers, G. P. and Duyzer, J. H.: Micrometeorological measurement of the dry deposition flux of sulphate and nitrate aerosols to coniferous forest, Atmos. Environ., 31, 333–343, 1997.

Yang, M., Howell, S. G., Zhuang, J., and Huebert, B. J.: Attribution of aerosol light absorption to black carbon, brown carbon, and dust in China – interpretations of atmospheric measurements during EAST-AIRE, Atmos. Chem. Phys., 9, 2035–2050, https://doi.org/10.5194/acp-9-2035-2009, 2009.

Yi, O., Kim, H., and Ha, E.: Does area level socioeconomic status modify the effects of PM10 on preterm delivery?, Environ. Res., 110, 55–61, https://doi.org/10.1016/j.envres.2009.10.004, 2010.

Yli-Juuti, T., Barsanti, K., Hildebrandt Ruiz, L., Kieloaho, A.-J., Makkonen, U., Petäjä, T., Ruuskanen, T., Kulmala, M., and Riipinen, I.: Model for acid-base chemistry in nanoparticle growth (MABNAG), Atmos. Chem. Phys., 13, 12507–12524, https://doi.org/10.5194/acp-13-12507-2013, 2013.

Yokelson, R. J., Crounse, J. D., DeCarlo, P. F., Karl, T., Urbanski, S., Atlas, E., Campos, T., Shinozuka, Y., Kapustin, V., Clarke, A. D., Weinheimer, A., Knapp, D. J., Montzka, D. D., Holloway, J., Weibring, P., Flocke, F., Zheng, W., Toohey, D., Wennberg, P. O., Wiedinmyer, C., Mauldin, L., Fried, A., Richter, D., Walega, J., Jimenez, J. L., Adachi, K., Buseck, P. R., Hall, S. R., and Shetter, R.: Emissions from biomass burning in the Yucatan, Atmos. Chem. Phys., 9, 5785–5812, https://doi.org/10.5194/acp-9-5785-2009, 2009.

Yttri, K. E., Aas, W., Bjerke, A., Cape, J. N., Cavalli, F., Ceburnis, D., Dye, C., Emblico, L., Facchini, M. C., Forster, C., Hanssen, J. E., Hansson, H. C., Jennings, S. G., Maenhaut, W., Putaud, J. P., and Tørseth, K.: Elemental and organic carbon in PM10: a one year measurement campaign within the European Monitoring and Evaluation Programme EMEP, Atmos. Chem. Phys., 7, 5711–5725, https://doi.org/10.5194/acp-7-5711-2007, 2007.

Yu, K., Cheung, Y., Cheung, T., and Henry, R.: Identifying the impact of large urban airports on local air quality by nonparametric regression, Atmos. Environ., 38, 4501–4507, https://doi.org/10.1016/j.atmosenv.2004.05.034, 2004.

Yu, L., Smith, J., Laskin, A., Anastasio, C., Laskin, J., and Zhang, Q.: Chemical characterization of SOA formed from aqueous-phase reactions of phenols with the triplet excited state of carbonyl and hydroxyl radical, Atmos. Chem. Phys., 14, 13801–13816, https://doi.org/10.5194/acp-14-13801-2014, 2014.

Yue, X., Mickley, L. J., Logan, J. A., and Kaplan, J. O.: Ensemble projections of wildfire activity and carbonaceous aerosol concentrations over the western United States in the mid-21st century, Atmos. Environ., 77, 767–780, https://doi.org/10.1016/j.atmosenv.2013.06.003, 2013.

Zanobetti, A. and Schwartz, J.: A novel approach to estimate distributed lag model between hospital admissions and ozone: a multi-city time series analysis, Epidemiology, 20, S62–S62, 2009.

Zhang, L. and Vet, R.: A review of current knowledge concerning size-dependent aerosol removal, China Particuology, 4, 272–282, 2006.

Zhang, Q., Alfarra, M., Worsnop, D., Allan, J., Coe, H., Canagaratna, M., and Jimenez, J.: Deconvolution and quantification of hydrocarbon-like and oxygenated organic aerosols based on aerosol mass spectrometry, Environ. Sci. Technol., 39, 4938–4952, https://doi.org/10.1021/es048568l, 2005.

Zhang, Q., Jimenez, J., Canagaratna, M., Allan, J., Coe, H., Ulbrich, I., Alfarra, M., Takami, A., Middlebrook, A., Sun, Y., Dzepina, K., Dunlea, E., Docherty, K., De Carlo, P., Salcedo, D., Onasch, T., Jayne, J., Miyoshi, T., Shimono, A., Hatakeyama, S., Takegawa, N., Kondo, Y., Schneider, J., Drewnick, F., Borrmann, S., Weimer, S., Demerjian, K., Williams, P., Bower, K., Bahreini, R., Cottrell, L., Griffin, R., Rautiainen, J., Sun, J., Zhang, Y., and Worsnop, D.: Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influenced Northern Hemisphere midlatitudes, Geophys. Res. Lett., 34, L13801, https://doi.org/10.1029/2007GL029979, 2007.

Zhang, Q., Jimenez, J., Canagaratna, M., Ulbrich, I., Ng, N., Worsnop, D., and Sun, Y.: Understanding atmospheric organic aerosols via factor analysis of aerosol mass spectrometry: a review, Anal. Bioanal. Chem., 401, 3045–3067, https://doi.org/10.1007/s00216-011-5355-y, 2011.

Zhang, T., Claeys, M., Cachier, H., Dong, S., Wang, W., Maenhaut, W., and Liu, X.: Identification and estimation of the biomass burning contribution to Beijing aerosol using levoglucosan as a molecular marker, Atmos. Environ., 42, 7013–7021, https://doi.org/10.1016/j.atmosenv.2008.04.050, 2008.

Zhang, X., Lin, Y., Surratt, J., and Weber, R.: Sources, Composition and absorption angstrom exponent of light-absorbing organic components in aerosol extracts from the Los Angeles Basin, Environ. Sci. Technol., 47, 3685–3693, https://doi.org/10.1021/es305047b, 2013.

Zhang, X., Cappa, C. D., Jathar, S. H., McVay, R. C., Ensberg, J. J., Kleeman, M. J., and Seinfeld, J. H.: Influence of vapor wall loss in laboratory chambers on yields of secondary organic aerosol, Proc. Natl. Aca. Sci., https://doi.org/10.1073/pnas.1404727111, online first, 2014.

Zhang, Y. L., Perron, N., Ciobanu, V. G., Zotter, P., Minguillón, M. C., Wacker, L., Prévôt, A. S. H., Baltensperger, U., and Szidat, S.: On the isolation of OC and EC and the optimal strategy of radiocarbon-based source apportionment of carbonaceous aerosols, Atmos. Chem. Phys., 12, 10841–10856, https://doi.org/10.5194/acp-12-10841-2012, 2012.

Zhao, C., Liu, X., and Leung, L. R.: Impact of the Desert dust on the summer monsoon system over Southwestern North America, Atmos. Chem. Phys., 12, 3717–3731, https://doi.org/10.5194/acp-12-3717-2012, 2012.

Ziemann, P. J. and Atkinson, R.: Kinetics, products, and mechanisms of secondary organic aerosol formation, Chem. Soc. Rev., 41, 6582–6605, https://doi.org/10.1039/c2cs35122f, 2012.

Zobrist, B., Marcolli, C., Koop, T., Luo, B. P., Murphy, D. M., Lohmann, U., Zardini, A. A., Krieger, U. K., Corti, T., Cziczo, D. J., Fueglistaler, S., Hudson, P. K., Thomson, D. S., and Peter, T.: Oxalic acid as a heterogeneous ice nucleus in the upper troposphere and its indirect aerosol effect, Atmos. Chem. Phys., 6, 3115–3129, https://doi.org/10.5194/acp-6-3115-2006, 2006.

Zotter, P., Ciobanu, V. G., Zhang, Y. L., El-Haddad, I., Macchia, M., Daellenbach, K. R., Salazar, G. A., Huang, R.-J., Wacker, L., Hueglin, C., Piazzalunga, A., Fermo, P., Schwikowski, M., Baltensperger, U., Szidat, S., and Prévôt, A. S. H.: Radiocarbon analysis of elemental and organic carbon in Switzerland during winter-smog episodes from 2008 to 2012 – Part 1: Source apportionment and spatial variability, Atmos. Chem. Phys., 14, 13551–13570, https://doi.org/10.5194/acp-14-13551-2014, 2014.