Evaluation of the performance of four chemical transport models in predicting the aerosol chemical composition in Europe in 2005

Atmospheric Chemistry and Physics

Volumn 16, Issue 10, 2016, Pages 6041-6070

  Prank, Marje ^a   Sofiev, Mikhail ^a   Tsyro, Svetlana ^b   Hendriks, Carlijn ^c   Semeena, Valiyaveetil ^b   Francis, Xavier Vazhappilly ^d   Butler, Tim ^e   Van Der Gon, Hugo Denier ^c   Friedrich, Rainer ^f   Hendricks, Johannes ^g   Kong, Xin ^d   Lawrence, Mark ^e   Righi, Mattia ^g   Samaras, Zissis ^h   Sausen, Robert ^g   Kukkonen, Jaakko ^a   Sokhi, Ranjeet ^d  

^a FINNISH METEOROLOGICAL INSTITUTE   (Finland)

^b NORWEGIAN METEOROLOGICAL INSTITUTE   (Norway)

^c TNO   (Netherlands)

^d UNIVERSITY OF HERTFORDSHIRE   (United Kingdom)

^e INSTITUTE FOR ADVANCED SUSTAINABILITY STUDIES   (Germany)

^f UNIVERSITY OF STUTTGART   (Germany)

^g GERMAN AEROSPACE CENTER DLR   (Germany)

^h ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOL COMPOSITION; ATMOSPHERIC MODELING; CONCENTRATION (COMPOSITION); PARTICULATE MATTER; PREDICTION; TRANSPORT PROCESS; WATER CONTENT;

EUROPE;

EID: 84977667934     PISSN: 16807316     EISSN: 16807324     Source Type: Journal    
DOI: 10.5194/acp-16-6041-2016     Document Type: Article

References (131)

1. Abdul-Razzak, H. and Ghan, S. J.: A parameterization of aerosol activation: 2. Multiple aerosol types, J. Geophys. Res. Atmos., 105, 6837-6844, 2000.
2. 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 highresolution time-of-flight aerosol mass spectrometry, Environ. Sci. Technol., 42, 4478-4485, doi: 10.1021/es703009q, 2008.
3. Akagi, S. K., Yokelson, R. J., Wiedinmyer, C., Alvarado, M. J., Reid, J. S., Karl, T., Crounse, J. D., and Wennberg, P. O.: Emission factors for open and domestic biomass burning for use in atmospheric models, Atmos. Chem. Phys., 11, 4039-4072, doi: 10.5194/acp-11-4039-2011, 2011.
4. Alastuey, A., Minguillón, M. C., Pérez, N., Querol, X., Viana, M. and Leeuw, F. De: PM 10 measurement methods and correction factors?: 2009 status report, available at: Http: //acm.eionet.europa.eu/reports/ETCACM-TP-2011-21- PM10Equivalence (last access: 12 May 2016), 2012.
5. Andreae, M. O. and Merlet, P.: Emission of trace gases and aerosols from biomass burning, Global Biogeochem. Cy., 15, 955-966, 2001.
6. Aquila, V., Hendricks, J., Lauer, A., Riemer, N., Vogel, H., Baumgardner, D., Minikin, A., Petzold, A., Schwarz, J. P., Spackman, J. R., Weinzierl, B., Righi, M., and Dall'Amico, M.: MADE-in: A new aerosol microphysics submodel for global simulation of insoluble particles and their mixing state, Geosci. Model Dev., 4, 325-355, doi: 10.5194/gmd-4-325-2011, 2011.
7. Arneth, A., Monson, R. K., Schurgers, G., Niinemets, U., and Palmer, P. I.: Why are estimates of global terrestrial isoprene emissions so similar (and why is this not so for monoterpenes)?, Atmos. Chem. Phys., 8, 4605-4620, doi: 10.5194/acp-8-4605- 2008, 2008.
8. Avila, A., Alarcón, M., and Queralt, I.: The chemical composition of dust transported in red rains-its contribution to the biogeochemical cycle of a holm oak forest in Catalonia (Spain), Atmos. Environ., 32, 179-191, doi: 10.1016/S1352-2310(97)00286-0, 1998.
9. Backes, A. M., Aulinger, A., Bieser, J., Matthias, V., and Quante, M.: Ammonia emissions in Europe, part II: How ammonia emission abatement strategies affect secondary aerosols, Atmos. Environ., 126, 153-161, doi: 10.1016/j.atmosenv.2015.11.039, 2016.
10. Balkanski, Y., Schulz, M., Claquin, T., Moulin, C., and Ginoux, P.: Global emissions of mineral aerosol: Formulation and validation using satellite imagery, in Emissions of Atmospheric Trace Compounds, Springer, Kluwer Acad., Norwell, Mass., 253-282, 2003.
11. Banzhaf, S., Schaap, M., Kerschbaumer, A., Reimer, E., Stern, R., van der Swaluw, E., and Builtjes, P.: Implementation and evaluation of pH-dependent cloud chemistry and wet deposition in the chemical transport model REM-Calgrid, Atmos. Environ., 49, 378-390, doi: 10.1016/j.atmosenv.2011.10.069, 2012.
12. Belis, C. A., Karagulian, F., Larsen, B. R., and Hopke, P. K.: Critical review and meta-analysis of ambient particulate matter source apportionment using receptor models in Europe, Atmos. Environ., 69, 94-108, doi: 10.1016/j.atmosenv.2012.11.009, 2013.
13. Bergström, R., Denier van der Gon, H. A. C., Prévôt, A. S. H., Yttri, K. E., and Simpson, D.: Modelling of organic aerosols over Europe (2002-2007) using a volatility basis set (VBS) framework: Application of different assumptions regarding the formation of secondary organic aerosol, Atmos. Chem. Phys., 12, 8499-8527, doi: 10.5194/acp-12-8499-2012, 2012.
14. Bessagnet, B., Colette, A., Meleux, F., Rouïl, L., Ung, A., Favez, O., Cuvelier, K., Thunis, P., Tsyro, S., Stern, R., Manders, A., Kranenburg, R., Aulinger, A., Bieser, J., Mircea, M., Briganti, G., Cappelletti, A., Calori, G., Finardi, S., Silibello, C., Ciarelli, G., Aksoyoglu, S., Prévot, A., Pay, M. T., Baldasano, M., García Vivanco, M., Garrido, J. L., Palomino, I., Martín, F., Pirovano, G., Roberts, P., Gonzalez, L., White, L., Menut, L., Dupont, J.-C., Carnevale, C., and Pederzoli, A.: The EURODELTA III exercise - Model evaluation with observations issued from the 2009 EMEP intensive period and standard measurements in Feb/Mar 2009, Geneva, available at: Http: //emep.int/publ/reports/ 2014/MSCW-technical-1-2014, 2014.
15. Bessagnet, B., Pirovano, G., Mircea, M., Cuvelier, C., Aulinger, A., Calori, G., Ciarelli, G., Manders, A., Stern, R., Tsyro, S., García Vivanco, M., Thunis, P., Pay, M.-T., Colette, A., Couvidat, F., Meleux, F., Rouïl, L., Ung, A., Aksoyoglu, S., Baldasano, J. M., Bieser, J., Briganti, G., Cappelletti, A., D'Isodoro, M., Finardi, S., Kranenburg, R., Silibello, C., Carnevale, C., Aas, W., Dupont, J.-C., Fagerli, H., Gonzalez, L., Menut, L., Préôt, A. S. H., Roberts, P., and White, L.: Presentation of the EURODELTA III inter-comparison exercise - Evaluation of the chemistry transport models performance on criteria pollutants and joint analysis with meteorology, Atmos. Chem. Phys. Discuss., doi: 10.5194/acp-2015-736, in review, 2016.
16. Bieser, J., Aulinger, A., Matthias, V., Quante, M., and Denier Van Der Gon, H. a. C.: Vertical emission profiles for Europe based on plume rise calculations, Environ. Pollut., 159, 2935-2946, doi: 10.1016/j.envpol.2011.04.030, 2011.
17. Briggs, G. A.: Some Recent Analyses of Plume Rise Observation, in: Proceedings of the Second International Clean Air Congress, edited by: Englun, H. M. and Beery, W. T., 1029-1032, Academic Press, New York, 1971.
18. Brown, A., Yardley, R., Quincey, P., and Butterfield, D.: Studies of the effect of humidity and other factors on some different filter materials used for gravimetric measurements of ambient particulate matter, Atmos. Environ., 40, 4670-4678, doi: 10.1016/j.atmosenv.2006.04.028, 2006.
19. Builtjes, P. J. H. J. H., van Loon, M., Schaap, M., Teeuwisse, S., Visschedijk, A. J. H., Bloos, J. P. P., Visschedijnk, A. J. H., and Bloos, J. P. P.: Project on the Modelling and Verification of Ozone Reduction Strategies: Contribution of TNO-MEP, Apeldoorn, The Netherlands, 2003.
20. Butler, T. M., Stock, Z. S., Russo, M. R., Denier van der Gon, H. A. C., and Lawrence, M. G.: Megacity ozone air quality under four alternative future scenarios, Atmos. Chem. Phys., 12, 4413- 4428, doi: 10.5194/acp-12-4413-2012, 2012.
21. 3-containing aerosols, Atmos. Environ., 36, 4357-4366, doi: 10.1016/S1352- 2310(02)00352-7, 2002.
22. Charron, A., Harrison, R. M., Moorcroft, S., and Booker, J.: Quantitative interpretation of divergence between PM10 and PM2: 5 mass measurement by TEOM and gravimetric (Partisol) instruments, Atmos. Environ., 38, 415-423, doi: 10.1016/j.atmosenv.2003.09.072, 2004.
23. Curci, G., Ferrero, L., Tuccella, P., Barnaba, F., Angelini, F., Bolzacchini, E., Carbone, C., Denier van der Gon, H. A. C., Facchini, M. C., Gobbi, G. P., Kuenen, J. P. P., Landi, T. C., Perrino, C., Perrone, M. G., Sangiorgi, G., and Stocchi, P.: How much is particulate matter near the ground influenced by upperlevel processes within and above the PBL? A summertime case study in Milan (Italy) evidences the distinctive role of nitrate, Atmos. Chem. Phys., 15, 2629-2649, doi: 10.5194/acp-15-2629- 2015, 2015.
24. Cuvelier, C., Thunis, P., Vautard, R., Amann, M., Bessagnet, B., Bedogni, M., Berkowicz, R., Brandt, J., Brocheton, F., Builtjes, P., Coppalle, A., Denby, B., Douros, G., Graf, A., Hellmuth, O., Honoré, C., Hodzic, A., Jonson, J., Kerschbaumer, A., Leeuw, F. de, Minguzzi, E., Wind, P., and Zuber, A.: CityDelta: A model intercomparison study to explore the impact of emission reductions in European cities in 2010, Atmos. Environ., 41, 189-2007, 2007.
25. Denier van der Gon, H. A. C., Visschedijk, A., Kuenen, J., van Gijlswijk, R., Schieberle, C., Theloke, U. K. J., and Friedrich, R.: European Emission baseline (final dataset) for 2005 incl. specific transport emission grids and projection to 2020/30 dataset, Deliverable Report D1.3.5; EU FP7 TRANSPHORM (ENV.2009.1.2.2.1 Transport related air pollution and health impacts), revised vers., 2014.
26. Denier van der Gon, H. A. C., Bergström, R., Fountoukis, C., Johansson, C., Pandis, S. N., Simpson, D., and Visschedijk, A. J. H.: Particulate emissions from residential wood combustion in Europe - revised estimates and an evaluation, Atmos. Chem. Phys., 15, 6503-6519, doi: 10.5194/acp-15-6503-2015, 2015.
27. 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, doi: 10.5194/acp-6- 4321-2006, 2006.
28. Donahue, N. M., Robinson, a. L., Stanier, C. O., and Pandis, S. N.: Coupled partitioning, dilution, and chemical aging of semivolatile organics, Environ. Sci. Technol., 40, 2635-2643, doi: 10.1021/es052297c, 2006.
29. Emberson, L. D., Ashmore, M. R., Cambridge, H. M., Simpson, D., and Tuovinen, J.-P.: Modelling stomatal ozone flux across Europe, Environ. Pollut., 109, 403-413, doi: 10.1016/S0269- 7491(00)00043-9, 2000a.
30. Emberson, L. D., Simpson, D., Tuovinen, J., Ashmore, M. R., and Cambridge, H. M.: Towards a model of ozone deposition and stomatal uptake over Europe, EMEP MSC-W Note 6/2000, The Norwegian Meteorological Institute, Oslo, Norway, 2000b. EMEP: Manual for Sampling and Chemical Analysis, 2001.
31. Fiedler, S., Schepanski, K., Heinold, B., Knippertz, P., and Tegen, I.: Climatology of nocturnal low-level jets over North Africa and implications for modeling mineral dust emission, J. Geophys. Res. Atmos., 118, 6100-6121, doi: 10.1002/jgrd.50394, 2013.
32. Foley, K. M., Roselle, S. J., Appel, K. W., Bhave, P. V., Pleim, J. E., Otte, T. L., Mathur, R., Sarwar, G., Young, J. O., Gilliam, R. C., Nolte, C. G., Kelly, J. T., Gilliland, A. B., and Bash, J. O.: Incremental testing of the Community Multiscale Air Quality (CMAQ) modeling system version 4.7, Geosci. Model Dev., 3, 205-226, doi: 10.5194/gmd-3-205-2010, 2010.
33. Formenti, P., Schütz, L., Balkanski, Y., Desboeufs, K., Ebert, M., Kandler, K., Petzold, A., Scheuvens, D., Weinbruch, S., and Zhang, D.: Recent progress in understanding physical and chemical properties of African and Asian mineral dust, Atmos. Chem. Phys., 11, 8231-8256, doi: 10.5194/acp-11-8231-2011, 2011.
34. 2- 4 -NO - 3 -Cl-H2O aerosols, Atmos. Chem. Phys., 7, 4639-4659, doi: 10.5194/acp-7-4639-2007, 2007.
35. Fountoukis, C., Megaritis, A. G., Skyllakou, K., Charalampidis, P. E., Denier van der Gon, H. A. C., Crippa, M., Prévôt, A. S. H., Fachinger, F., Wiedensohler, A., Pilinis, C., and Pandis, S. N.: Simulating the formation of carbonaceous aerosol in a European Megacity (Paris) during the MEGAPOLI summer and winter campaigns, Atmos. Chem. Phys., 16, 3727-3741, doi: 10.5194/acp-16-3727-2016, 2016.
36. Friedman, C. L. and Selin, N. E.: Long-range atmospheric transport of polycyclic aromatic hydrocarbons: A global 3-D model analysis including evaluation of Arctic sources, Environ. Sci. Technol., 46, 9501-9510, doi: 10.1021/es301904d, 2012.
37. Guelle, W., Schulz, M., Balkanski, Y., and Dentener, F.: Influence of the source formulation on modeling the atmospheric global distribution of sea salt aerosol, J. Geophys. Res. Atmos., 106, 27509-27524, 2001.
38. Hamaoui-Laguel, L., Meleux, F., Beekmann, M., Bessagnet, B., Génermont, S., Cellier, P., and Létinois, L.: Improving ammonia emissions in air quality modelling for France, Atmos. Environ., 92, 584-595, doi: 10.1016/j.atmosenv.2012.08.002, 2014.
39. Hass, H., van Loon, M., Kessler, C., Stern, R., Matthijsen, J. S. F. Zlatev, Z., Langner, J., Voltescu, V., and Schaap, M.: Aerosol modeling: Results and intercomparison from European regionalscale modeling systems, A contribution to the EUROTRAC-2 subproject GLOREAM, January, Special Report EUROTRAC -2 ISS, Garmisch Partenkirchen, Germany, 2003.
40. Hauck, H., Berner, A., Gomiscek, B., Stopper, S., Puxbaum, H., Kundi, M., and Preining, O.: On the equivalence of gravimetric PM data with TEOM and beta attenuation measurements, J. Aerosol Sci., 35, 1135-1149, doi: 10.1016/j.jaerosci.2004.04.004, 2004.
41. Hendriks, C., Kranenburg, R., Kuenen, J. J. P., Van Den Bril, B., Verguts, V. and Schaap, M.: Ammonia emission time profiles based on manure transport data improve ammonia modelling across north western Europe, Atmos. Environ., 131, 83- 96, doi: 10.1016/j.atmosenv.2016.01.043, 2016.
42. 2 tropospheric columns with an ensemble of global and European regional air quality models, Atmos. Chem. Phys., 10, 3273-3296, doi: 10.5194/acp-10-3273-2010, 2010.
43. Hummel, M., Hoose, C., Gallagher, M., Healy, D. A., Huffman, J. A., O'Connor, D., Pöschl, U., Pöhlker, C., Robinson, N. H., Schnaiter, M., Sodeau, J. R., Stengel, M., Toprak, E., and Vogel, H.: Regional-scale simulations of fungal spore aerosols using an emission parameterization adapted to local measurements of fluorescent biological aerosol particles, Atmos. Chem. Phys., 15, 6127-6146, doi: 10.5194/acp-15-6127-2015, 2015.
44. Im, U., Bianconi, R., Solazzo, E., Kioutsioukis, I., Badia, A., Balzarini, A., Baro, R., Bellasio, R., Brunner, D., Chemel, C., Curci, G., Denier van der Gon, H., Flemming, J., Forkel, R., Giordano, L., Jimenez-Guerrero, P., Hirtl, M., Hodzic, A., Honzak, L., Jorba, O., Knote, C., Makar, P. A., Manders-Groot, A., Neal, L., Perez, J. L., Pirovano, G., Pouliot, G., San Jose, R., Savage, N., Schroder, W., Sokhi, R. S., Syrakov, D., Torian, A., Tuccella, P., Wang, K., Werhahn, J., Wolke, R., Zabkar, R., Zhang, Y., Zhang, J., Hogrefe, C., and Galmarini, S.: Evaluation of operational online-coupled regional air quality models over Europe and North America in the context of AQMEII phase 2. Part II: Particulate Matter, Atmos. Environ., 115, 421-441, doi: 10.1016/j.atmosenv.2014.08.072, 2015.
45. IPCC: Climate Change 2013: The Physical Science Basis. Contribution ofWorking 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., Boschung, J., Nauels, A., Xia, Y., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2013.
46. Jing, B., Tong, S., Liu, Q., Li, K.,Wang,W., Zhang, Y., and Ge, M.: Hygroscopic behavior of multicomponent organic aerosols and their internal mixtures with ammonium sulfate, Atmos. Chem. Phys., 16, 4101-4118, doi: 10.5194/acp-16-4101-2016, 2016.
47. Jöckel, P., Tost, H., Pozzer, A., Brühl, C., Buchholz, J., Ganzeveld, L., Hoor, P., Kerkweg, A., Lawrence, M. G., Sander, R., Steil, B., Stiller, G., Tanarhte, M., Taraborrelli, D., van Aardenne, J., and Lelieveld, J.: The atmospheric chemistry general circulation model ECHAM5/MESSy1: Consistent simulation of ozone from the surface to the mesosphere, Atmos. Chem. Phys., 6, 5067-5104, doi: 10.5194/acp-6-5067-2006, 2006.
48. Karvosenoja, N., Kangas, L., Kupiainen, K., Kukkonen, J., Karppinen, A., Sofiev, M., Tainio, M., Paunu, V.-V., Ahtoniemi, P., Tuomisto, J.-T., and Porvari, P.: Integrated modeling assessments of the population exposure in Finland to primary PM2.5 from traffic and domestic wood combustion on the resolutions of 1 and 10 km, Air Qual. Atmos. Heal., 4, 179-188, doi: 10.1007/s11869- 010-0100-9, 2011.
49. Kerkweg, A., Buchholz, J., Ganzeveld, L., Pozzer, A., Tost, H., and Jöckel, P.: Technical Note: An implementation of the dry removal processes DRY DEPosition and SEDImentation in the Modular Earth Submodel System (MESSy), Atmos. Chem. Phys., 6, 4617-4632, doi: 10.5194/acp-6-4617-2006, 2006.
50. Kim, D., Chin, M., Yu, H., Diehl, T., Tan, Q., Kahn, R. a., Tsigaridis, K., Bauer, S. E., Takemura, T., Pozzoli, L., Bellouin, N., Schulz, M., Peyridieu, S., Chédin, A., and Koffi, B.: Sources, sinks, and transatlantic transport of North African dust aerosol: A multimodel analysis and comparison with remote sensing data, J. Geophys. Res. Atmos., 119, 6259-6277, doi: 10.1002/2013JD021099, 2014.
51. Koeble, R. and Seufert, G.: Novel maps for forest tree species in Europe, in: Proceedings of the 8th European Symposium on the Physico-Chemical Behaviour of Air Pollutants: "A Changing Atmosphere!", 17-20 Sept 2001, Torino, Italy, 2001.
52. Kouznetsov, R. and Sofiev, M.: A methodology for evaluation of vertical dispersion and dry deposition of atmospheric aerosols, J. Geophys. Res., 117, D01202, doi: 10.1029/2011JD016366, 2012.
53. Kuenen, J. J. P., Visschedijk, A. J. H., Jozwicka, M., and Denier van der Gon, H. A. C.: TNO-MACC-II emission inventory; a multiyear (2003-2009) consistent high-resolution European emission inventory for air quality modelling, Atmos. Chem. Phys., 14, 10963-10976, doi: 10.5194/acp-14-10963-2014, 2014
54. Kukkonen, J., Olsson, T., Schultz, D. M., Baklanov, A., Klein, T., Miranda, A. I., Monteiro, a., Hirtl, M., Tarvainen, V., Boy, M., Peuch, V.-H., Poupkou, a., Kioutsioukis, I., Finardi, S., Sofiev, M., Sokhi, R., Lehtinen, K. E. J., Karatzas, K., San José, R., Astitha, M., Kallos, G., Schaap, M., Reimer, E., Jakobs, H., and Eben, K.: A review of operational, regional-scale, chemical weather forecasting models in Europe, Atmos. Chem. Phys., 12, 1-87, doi: 10.5194/acp-12-1-2012, 2012.
55. Lamarque, J.-F., Bond, T. C., Eyring, V., Granier, C., Heil, A., Klimont, Z., Lee, D., Liousse, C., Mieville, A., Owen, B., Schultz, M. G., Shindell, D., Smith, S. J., Stehfest, E., Van Aardenne, J., Cooper, O. R., Kainuma, M., Mahowald, N., Mc- Connell, J. R., Naik, V., Riahi, K., and van Vuuren, D. P.: Historical (1850-2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: Methodology and application, Atmos. Chem. Phys., 10, 7017-7039, doi: 10.5194/acp- 10-7017-2010, 2010.
56. Larson, T. and Koenig, J.: A summary of the emissions characterization and noncancer respiratory effects of wood smoke, EPA- 453/R-93-036, 1993.
57. Lauer, A., Hendricks, J., Ackermann, I., Schell, B., Hass, H., and Metzger, S.: Simulating aerosol microphysics with the ECHAM/MADE GCM - Part I: Model description and comparison with observations, Atmos. Chem. Phys., 5, 3251-3276, doi: 10.5194/acp-5-3251-2005, 2005.
58. Lauer, A., Eyring, V., Hendricks, J., Jöckel, P., and Lohmann, U.: Global model simulations of the impact of ocean-going ships on aerosols, clouds, and the radiation budget, Atmos. Chem. Phys., 7, 5061-5079, doi: 10.5194/acp-7-5061-2007, 2007.
59. Laurent, B., Marticorena, B., Bergametti, G., Leon, J. F., and Mahowald, N. M.: Modeling mineral dust emissions from the Sahara desert using new surface properties and soil database, J. Geophys. Res. Atmos., 113, 1-20, doi: 10.1029/2007JD009484, 2008.
60. Lawrence, M. G., Crutzen, P. J., Rasch, P. J., Eaton, B. E., and Mahowald, N. M.: A model for studies of tropospheric photochemistry: Description, global distributions, and evaluation, J. Geophys. Res. Atmos., 104, 26245-26277, 1999.
61. Lee, D. S. and Pacyna, J. M.: An industrial emissions inventory of calcium for Europe, Atmos. Environ., 33, 1687-1697, doi: 10.1016/S1352-2310(98)00286-6, 1999.
62. Lefebvre, W., Fierens, F., Vanpoucke, C., Renders, N., Jespers, K., Vercauteren, J., Deutsch, F., and Janssen, S.: The Effect of Wood Burning on Particulate Matter Concentrations in Flanders, Belgium, in: Air Pollution Modeling and its Application XXIV, edited by: Steyn, D. G. and Chaumerliac, N., 459-464, Springer, Switzerland, 2016.
63. Lim, S. S., Vos, T., Flaxman, A. D., Danaei, G., Shibuya, K., Adair-Rohani, H., Amann, M., Anderson, H. R., Andrews, K. G., Aryee, M., Atkinson, C., Bacchus, L. J., Bahalim, A. N., Balakrishnan, K., Balmes, J., Barker-Collo, S., Baxter, A., Bell, M. L., Blore, J. D., Blyth, F., Bonner, C., Borges, G., Bourne, R., Boussinesq, M., Brauer, M., Brooks, P., Bruce, N. G., Brunekreef, B., Bryan-Hancock, C., Bucello, C., Buchbinder, R., Bull, F., Burnett, R. T., Byers, T. E., Calabria, B., Carapetis, J., Carnahan, E., Chafe, Z., Charlson, F., Chen, H., Chen, J. S., Cheng, A. T.-A., Child, J. C., Cohen, A., Colson, K. E., Cowie, B. C., Darby, S., Darling, S., Davis, A., Degenhardt, L., Dentener, F., Des Jarlais, D. C., Devries, K., Dherani, M., Ding, E. L., Dorsey, E. R., Driscoll, T., Edmond, K., Ali, S. E., Engell, R. E., Erwin, P. J., Fahimi, S., Falder, G., Farzadfar, F., Ferrari, A., Finucane, M. M., Flaxman, S., Fowkes, F. G. R., Freedman, G., Freeman, M. K., Gakidou, E., Ghosh, S., Giovannucci, E., Gmel, G., Graham, K., Grainger, R., Grant, B., Gunnell, D., Gutierrez, H. R., Hall, W., Hoek, H. W., Hogan, A., Hosgood, H. D., Hoy, D., Hu, H., Hubbell, B. J., Hutchings, S. J., Ibeanusi, S. E., Jacklyn, G. L., Jasrasaria, R., Jonas, J. B., Kan, H., Kanis, J. A., Kassebaum, N., Kawakami, N., Khang, Y.-H., Khatibzadeh, S., Khoo, J.-P., Kok, C., et al.: A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: A systematic analysis for the Global Burden of Disease Study 2010, Lancet, 380, 2224-2260, doi: 10.1016/S0140-6736(12)61766-8, 2012.
64. Lohmann, U.: Possible Aerosol Effects on Ice Clouds via Contact Nucleation, J. Atmos. Sci., 59, 647-656, doi: 10.1175/1520- 0469(2001)0592.0.CO;2, 2002.
65. Lohmann, U., Feichter, J., Chuang, C. C., and Penner, J. E.: Prediction of the number of cloud droplets in the ECHAM GCM, J. Geophys. Res. Atmos., 104, 9169-9198, 1999.
66. Loomis, D., Grosse, Y., Lauby-Secretan, B., Ghissassi, F. El, Bouvard, V., Benbrahim-Tallaa, L., Guha, N., Baan, R., Mattock, H., and Straif, K.: The carcinogenicity of outdoor air pollution, Lancet Oncol., 14, 1262-1263, doi: 10.1016/S1470- 2045(13)70487-X, 2013.
67. Marconi, M., Sferlazzo, D. M., Becagli, S., Bommarito, C., Calzolai, G., Chiari, M., di Sarra, A., Ghedini, C., Gómez-Amo, J. L., Lucarelli, F., Meloni, D., Monteleone, F., Nava, S., Pace, G., Piacentino, S., Rugi, F., Severi, M., Traversi, R., and Udisti, R.: Saharan dust aerosol over the central Mediterranean Sea: PM10 chemical composition and concentration versus optical columnar measurements, Atmos. Chem. Phys., 14, 2039-2054, doi: 10.5194/acp-14-2039-2014, 2014.
68. Martensson, E. M., Nilson, E. D., de Leeuw, G., Cohen, L. H., and Hansson, H.-C.: Laboratory simulations and parameterization of the primary marine aerosol production, J. Geophys. Res., 108, 1-12, doi: 10.1029/2002JD002263, 2003.
69. Martin, S. T.: Phase Transitions of Aqueous Atmospheric Particles, Chem. Rev., 100, 3403-3454, doi: 10.1021/cr990034t, 2000.
70. Matthias, V., Aulinger, A., and Quante, M.: CMAQ simulations of the benzo(a)pyrene distribution over Europe for 2000 and 2001, Atmos. Environ., 43, 4078-4086, doi: 10.1016/j.atmosenv.2009.04.058, 2009.
71. Metzger, S., Dentener, F., Pandis, S., and Lelieveld, J.: Gas/aerosol partitioning: 1. A computationally efficient model, J. Geophys. Res., 107, 4312, doi: 10.1029/2001JD001102, 2002.
72. Monahan, E. C., Spiel, D. E., and Davidson, K. L.: A model of marine aerosol generation via whitecaps and wave disruption, in: Oceanic whitecaps, edited by: Monahan, E. C. and Mac Niocell, G., D. Reidel Publishing, 167-174, 1986.
73. Ots, R., Young, D. E., Vieno, M., Xu, L., Dunmore, R. E., Allan, J. D., Coe, H., Williams, L. R., Herndon, S. C., Ng, N. L., Hamilton, J. F., Bergström, R., Di Marco, C., Nemitz, E., Mackenzie, I. A., Kuenen, J. J. P., Green, D. C., Reis, S., and Heal, M. R.: Simulating secondary organic aerosol from missing diesel-related intermediate-volatility organic compound emissions during the Clean Air for London (ClearfLo) campaign, Atmos. Chem. Phys. Discuss., doi: 10.5194/acp-2015-920, in review, 2016.
74. Otte, T. L., Pouliot, G., Pleim, J. E., Young, J. O., Schere, K. L., Wong, D. C., Lee, P. C. S., Tsidulko, M., McQueen, J. T., Davidson, P., Mathur, R., Chuang, H.-Y., DiMego, G., and Seaman, N. L.: Linking the Eta Model with the Community Multiscale Air Quality (CMAQ) Modeling System to Build a National Air Quality Forecasting System, Weather Forecast., 20, 367-384, doi: 10.1175/WAF855.1, 2005.
75. Perez, L., Tobias, A., Querol, X., Künzli, N., Pey, J., Alastuey, A., Viana, M., Valero, N., González-Cabré, M., and Sunyer, J.: Coarse particles from Saharan dust and daily mortality, Epidemiology, 19, 800-807, doi: 10.1097/EDE.0b013e31818131cf, 2008.
76. Perez, L., Tobías, A., Querol, X., Pey, J., Alastuey, A., Díaz, J. and Sunyer, J.: Saharan dust, particulate matter and cause-specific mortality: A case-crossover study in Barcelona (Spain), Environ. Int., 48, 150-155, doi: 10.1016/j.envint.2012.07.001, 2012.
77. 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, doi: 10.5194/acp-4-889-2004, 2004a.
78. Putaud, J.-P., Raes, F., Van Dingenen, R., Brüggemann, E., Facchini, M.-C., Decesari, S., Fuzzi, S., Gehrig, R., Hüglin, C., Laj, P., Lorbeer, G., Maenhaut, W., Mihalopoulos, N., Müller, K., Querol, X., Rodriguez, S., Schneider, J., Spindler, G., Brink, H. Ten, Tørseth, K., andWiedensohler, A.: A European aerosol phenomenology - 2: Chemical characteristics of particulate matter at kerbside, urban, rural and background sites in Europe, Atmos. Environ., 38, 2579-2595, doi: 10.1016/j.atmosenv.2004.01.041, 2004b.
79. Putaud, J.-P., Van Dingenen, R., Alastuey, A., Bauer, H., Birmili, W., Cyrys, J., Flentje, H., Fuzzi, S., Gehrig, R., Hansson, H. C., Harrison, R. M., Herrmann, H., Hitzenberger, R., Hüglin, C., Jones, A. M., Kasper-Giebl, A., Kiss, G., Kousa, A., Kuhlbusch, T. a. J., Löschau, 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, doi: 10.1016/j.atmosenv.2009.12.011, 2010.
80. Querol, X., Alastuey, A., Ruiz, C. R., Artiñano, B., Hansson, H. C., Harrison, R. M., Buringh, E., ten Brink, H. M., Lutz, M., Bruckmann, P., Straehl, P., and Schneider, J.: Speciation and origin of PM10 and PM2.5 in selected European cities, Atmos. Environ., 38, 6547-6555, doi: 10.1016/j.atmosenv.2004.08.037, 2004.
81. Reponen, T., Grinshpun, S. A., Conwell, K. L., Wiest, J., and Anderson, M.: Aerodynamic versus physical size of spores: Measurement and implication for respiratory deposition, Grana, 40, 119-125, doi: 10.1080/00173130152625851, 2001.
82. Righi, M., Hendricks, J., and Sausen, R.: The global impact of the transport sectors on atmospheric aerosol: Simulations for year 2000 emissions, Atmos. Chem. Phys., 13, 9939-9970, doi: 10.5194/acp-13-9939-2013, 2013.
83. Robinson, A. L., Donahue, N. M., Shrivastava, M. K., Weitkamp, E. A, Sage, A. M., Grieshop, A. P., Lane, T. E., Pierce, J. R., and Pandis, S. N.: Rethinking Organic Aerosols?: Semivolatile Emissions and Photochemical Aging, Science, 315, 1259-1262, doi: 10.1126/science.1133061, 2007.
84. Roeckner, E., Brokopf, R., Esch, M., Giorgetta, M., Hagemann, S., Kornblueh, L., Manzini, E., Schlese, U., and Schulzweida, U.: Sensitivity of Simulated Climate to Horizontal and Vertical Resolution in the ECHAM5 Atmosphere Model, J. Climate, 19, 3771-3791, doi: 10.1175/JCLI3824.1, 2006.
85. Samset, B. H., Myhre, G., Herber, A., Kondo, Y., Li, S.-M., Moteki, N., Koike, M., Oshima, N., Schwarz, J. P., Balkanski, Y., Bauer, S. E., Bellouin, N., Berntsen, T. K., Bian, H., Chin, M., Diehl, T., Easter, R. C., Ghan, S. J., Iversen, T., Kirkevag, A., Lamarque, J.-F., Lin, G., Liu, X., Penner, J. E., Schulz, M., Seland, O., Skeie, R. B., Stier, P., Takemura, T., Tsigaridis, K., and Zhang, K.: Modelled black carbon radiative forcing and atmospheric lifetime in AeroCom Phase II constrained by aircraft observations, Atmos. Chem. Phys., 14, 12465-12477, doi: 10.5194/acp- 14-12465-2014, 2014.
86. Sander, R., Kerkweg, A., Jöckel, P., and Lelieveld, J.: Technical note: The new comprehensive atmospheric chemistry module MECCA, Atmos. Chem. Phys., 5, 445-450, doi: 10.5194/acp-5- 445-2005, 2005.
87. Schaap, M., Denier Van Der Gon, H. A. C., Dentener, F. J., Visschedijk, A. J. H., Van Loon, M., Ten Brink, H. M., Putaud, J.-P., Guillaume, B. C., L. and Builtjes, P. J.: Anthropogenic black carbon and fine aerosol distribution over Europe, J. Geophys. Res., 109, D18207, doi: 10.1029/2003JD004330, 2004a.
88. Schaap, M., van Loon, M., ten Brink, H. M., Dentener, F. J., and Builtjes, P. J. H.: Secondary inorganic aerosol simulations for Europe with special attention to nitrate, Atmos. Chem. Phys., 4, 857-874, doi: 10.5194/acp-4-857-2004, 2004b.
89. Schaap, M., Timmermans, R. M. A., Roemer, M., Boersen, G. A. C., Builtjes, P. J. H., Sauter, F. J., Velders, G. J. M., and Beck, J. P.: The LOTOS-EUROS model: Description, validation and latest developments, Int. J. Environ. Pollut., 32, 270-290, 2008.
90. Schaap, M., Manders, A. A. M., Hendriks, E. C. J., Cnossen, J. M., Segers, A. J. S., Denier van der Gon, H. A. C., Jozwicka, M., Sauter, F. J., Velders, G. J. M., Matthijsen, J., and Builtjes, P. J. H.: Regional Modelling of Particulate Matter for the Netherlands, Bilthoven, The Netherlands, available at: Http: //www.rivm. nl/bibliotheek/rapporten/500099008.pdf (last access: 5 September 2014), 2009.
91. Schaap, M., Otjes, R. P., and Weijers, E. P.: Illustrating the benefit of using hourly monitoring data on secondary inorganic aerosol and its precursors for model evaluation, Atmos. Chem. Phys., 11, 11041-11053, doi: 10.5194/acp-11-11041-2011, 2011.
92. Seinfeld, J. H. and Pandis, S. N.: Atmospheric chemistry and physics, From air pollution to climate change, 2nd Edn., John Wiley & sons, Inc, Hoboken, New Jersey, 2006.
93. Shrivastava, M., Fast, J., Easter, R., Gustafson Jr., W. I., Zaveri, R. A., Jimenez, J. L., Saide, P., and Hodzic, A.: Modeling organic aerosols in a megacity: Comparison of simple and complex representations of the volatility basis set approach, Atmos. Chem. Phys., 11, 6639-6662, doi: 10.5194/acp-11-6639-2011, 2011.
94. Sillanpää, M., Hillamo, R., Saarikoski, S., Frey, A., Pennanen, A., Makkonen, U., Spolnik, Z., Van Grieken, R., Braniš, M., and Brunekreef, B.: Chemical composition and mass closure of particulate matter at six urban sites in Europe, Atmos. Environ., 40, 212-223, doi: 10.1016/j.atmosenv.2006.01.063, 2006.
95. Simpson, D., Fagerli, H., Jonson, J. E., Tsyro, S., Wind, P., and Tuovinen, F. M. I. J.-P.: PART I Unified EMEP Model Description, Oslo, Norway, available at: Http: //emep.int/publ/reports/ 2003/emep-report-1-part1-2003.pdf (last access: 5 September 2014), 2003.
96. Simpson, D., Yttri, K. E., Klimont, Z., Kupiainen, K., Caseiro, A., Gelencseìr, A., Pio, C., Puxbaum, H., and Legrand, M.: Modeling carbonaceous aerosol over Europe: Analysis of the CARBOSOL and EMEP EC/OC campaigns, J. Geophys. Res., 112, D23S14, doi: 10.1029/2006JD008158, 2007.
97. 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., Nyíri, A., Richter, C., Semeena, V. S., Tsyro, S., Tuovinen, J.-P., Valdebenito, Á., and Wind, P.: The EMEP MSC-W chemical transport model - technical description, Atmos. Chem. Phys., 12, 7825-7865, doi: 10.5194/acp-12- 7825-2012, 2012.
98. Skamarock, W. C., Klemp, J. B., Dudhia, J., Gill, D. O., Barker, D. M., Duda, M. G., Huang, X.-Y., Wang, W., and Powers, J. G.: A description of the advanced research WRF version 3, NCAR Tech. note, 113, 2008.
99. Soares, J., Sofiev, M., and Hakkarainen, J.: Uncertainties of wildland fi res emission in AQMEII phase 2 case study, Atmos. Environ., 115, 361-370, doi: 10.1016/j.atmosenv.2015.01.068, 2015.
100. Sofiev, M.: A model for the evaluation of long-term airborne pollution transport at regional and continental scales, Atmos. Environ., 34, 2481-2493, doi: 10.1016/S1352-2310(99)00415-X, 2000.
101. Sofiev, M.: Extended resistance analogy for construction of the vertical diffusion scheme for dispersion models, J. Geophys. Res., 107, ACH 10-1-ACH 10-8, doi: 10.1029/2001JD001233, 2002.
102. Sofiev, M., Vankevich, R., Lotjonen, M., Prank, M., Petukhov, V., Ermakova, T., Koskinen, J., and Kukkonen, J.: An operational system for the assimilation of the satellite information on wildland fires for the needs of air quality modelling and forecasting, Atmos. Chem. Phys., 9, 6833-6847, doi: 10.5194/acp-9-6833- 2009, 2009.
103. Sofiev, M., Genikhovich, E., Keronen, P., and Vesala, T.: Diagnosing the Surface Layer Parameters for Dispersion Models within the Meteorological-to-Dispersion Modeling Interface, J. Appl. Meteorol. Climatol., 49, 221-233, doi: 10.1175/2009JAMC2210.1, 2010.
104. Sofiev, M., Soares, J., Prank, M., de Leeuw, G., and Kukkonen, J.: A regional-to-global model of emission and transport of sea salt particles in the atmosphere, J. Geophys. Res., 116, D21302, doi: 10.1029/2010JD014713, 2011.
105. Sofiev, M., Ermakova, T., and Vankevich, R.: Evaluation of the smoke-injection height from wild-land fires using remote-sensing data, Atmos. Chem. Phys., 12, 1995-2006, doi: 10.5194/acp-12-1995-2012, 2012.
106. Sofiev, M., Vira, J., Kouznetsov, R., Prank, M., Soares, J., and Genikhovich, E.: Construction of the SILAM Eulerian atmospheric dispersion model based on the advection algorithm of Michael Galperin, Geosci. Model Dev., 8, 3497-3522, doi: 10.5194/gmd-8-3497-2015, 2015.
107. Solazzo, E., Bianconi, R., Pirovano, G., Matthias, V., Vautard, R., Moran, M. D., Wyat Appel, K., Bessagnet, B., Brandt, J., Christensen, J. H., Chemel, C., Coll, I., Ferreira, J., Forkel, R., Francis, X. V., Grell, G., Grossi, P., Hansen, A. B., Miranda, A. I., Nopmongcol, U., Prank, M., Sartelet, K. N., Schaap, M., Silver, J. D., Sokhi, R. S., Vira, J., Werhahn, J., Wolke, R., Yarwood, G., Zhang, J., Rao, S. T., and Galmarini, S.: Operational model evaluation for particulate matter in Europe and North America in the context of AQMEII, Atmos. Environ., 53, 75-92, doi: 10.1016/j.atmosenv.2012.02.045, 2012a.
108. Solazzo, E., Bianconi, R., Vautard, R., Appel, K. W., Moran, M. D., Hogrefe, C., Bessagnet, B., Brandt, J., Christensen, J. H., Chemel, C., Coll, I., Denier van der Gon, H., Ferreira, J., Forkel, R., Francis, X. V., Grell, G., Grossi, P., Hansen, A. B., Jeri?cevíc, A., Kraljevíc, L., Miranda, A. I., Nopmongcol, U., Pirovano, G., Prank, M., Riccio, A., Sartelet, K. N., Schaap, M., Silver, J. D., Sokhi, R. S., Vira, J., Werhahn, J., Wolke, R., Yarwood, G., Zhang, J., Rao, S. T., and Galmarini, S.: Model evaluation and ensemble modelling of surface-level ozone in Europe and North America in the context of AQMEII, Atmos. Environ., 53, 60-74, doi: 10.1016/j.atmosenv.2012.01.003, 2012b.
109. Spicer, C. W., Chapman, E. G., Finlayson-Pitts, B. J., Plastridge, R. A., Hubbe, J. M., Fast, J. D., and Berkowitz, C. M.: Unexpectedly high concentrations of molecular chlorine in coastal air, Nature, 394, 353-356, doi: 10.1038/28584, 1998.
110. Stanek, L. W., Sacks, J. D., Dutton, S. J., and Dubois, J.-J. B.: Attributing health effects to apportioned components and sources of particulate matter: An evaluation of collective results, Atmos. Environ., 45, 5655-5663, doi: 10.1016/j.atmosenv.2011.07.023, 2011.
111. Stern, R., Builtjes, P., Schaap, M., Timmermans, R., Vautard, R., Hodzic, a., Memmesheimer, M., Feldmann, H., Renner, E., and Wolke, R.: A model inter-comparison study focussing on episodes with elevated PM10 concentrations, Atmos. Environ., 42, 4567-4588, doi: 10.1016/j.atmosenv.2008.01.068, 2008.
112. Tainio, M., Sofiev, M., Hujo, M., Tuomisto, J. T., Loh, M., Jantunen, M. J., Karppinen, A., Kangas, L., Karvosenoja, N., Kupiainen, K., Porvari, P., and Kukkonen, J.: Evaluation of the European population intake fractions for European and Finnish anthropogenic primary fine particulate matter emissions, Atmos. Environ., 43, 3052-3059, doi: 10.1016/j.atmosenv.2009.03.030, 2009.
113. Tainio, M., Tuomisto, J. T., 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, doi: 10.1016/j.atmosenv.2010.02.036, 2010.
114. Tost, H., Jöckel, P., Kerkweg, A., Sander, R., and Lelieveld, J.: Technical note: A new comprehensive SCAVenging submodel for global atmospheric chemistry modelling, Atmos. Chem. Phys., 6, 565-574, doi: 10.5194/acp-6-565-2006, 2006.
115. Tsyro, S. G.: To what extent can aerosol water explain the discrepancy between model calculated and gravimetric PM10 and PM2: 5?, Atmos. Chem. Phys., 5, 515-532, doi: 10.5194/acp-5- 515-2005, 2005.
116. Tsyro, S., Simpson, D., Tarrasón, L., Klimont, Z., Kupiainen, K., Pio, C., and Yttri, K. E.: Modeling of elemental carbon over Europe, J. Geophys. Res., 112, D23S19, doi: 10.1029/2006JD008164, 2007.
117. Tsyro, S., Aas, W., Soares, J., Sofiev, M., Berge, H., and Spindler, G.: Modelling of sea salt concentrations over Europe: Key uncertainties and comparison with observations, Atmos. Chem. Phys., 11, 10367-10388, doi: 10.5194/acp-11-10367-2011, 2011.
118. Turpin, B. J. and Lim, H.-J.: Species Contributions to PM2.5 Mass Concentrations: Revisiting Common Assumptions for Estimating Organic Mass, Aerosol Sci. Technol., 35, 602-610, doi: 10.1080/02786820119445, 2001.
119. van Loon, M., Tarrasson, L., and Posch, M.: Modelling Base Cations in Europe, available at: Http: //emep.int/publ/reports/ 2005/emep-technical-2-2005.pdf, 2005.
120. van Vuuren, D. P., Edmonds, J., Kainuma, M., Riahi, K., Thomson, A., Hibbard, K., Hurtt, G. C., Kram, T., Krey, V., Lamarque, J.- F., Masui, T., Meinshausen, M., Nakicenovic, N., Smith, S. J., and Rose, S. K.: The representative concentration pathways: An overview, Climatic Change, 109, 5-31, doi: 10.1007/s10584-011- 0148-z, 2011.
121. Van Zanten, M. C., Sauter, F. J.,Wichink Kruit, R. J., Van Jaarsveld, J. A., and Van Pul, W. A. J.: Description of the DEPAC module: Dry deposition modelling with DEPAC-GCN2010, Bilthoven, the Netherlands, 2010.
122. Vautard, R., Builtjes, P. H. J., Thunis, P., Cuvelier, C., Bedogni, M., Bessagnet, B., Honoré, C., Moussiopoulos, N., Pirovano, G., Schaap, M., Stern, R., Tarrason, L., and Wind, P.: Evaluation and intercomparison of Ozone and PM10 simulations by several chemistry transport models over four European cities within the CityDelta project, Atmos. Environ., 41, 173-188, doi: 10.1016/j.atmosenv.2006.07.039, 2007.
123. von Kuhlmann, R., Lawrence, M. G., Crutzen, P. J., and Rasch, P. J.: A model for studies of tropospheric ozone and nonmethane hydrocarbons: Model evaluation of ozone-related species, J. Geophys. Res., 108, 4729, doi: 10.1029/2002JD003348, 2003.
124. Walcek, C. J.: Minor flux adjustment near mixing ratio extremes for simplified yet highly accurate monotonic calculation of tracer advection, J. Geophys. Res., 105, 9335, doi: 10.1029/1999JD901142, 2000.
125. Wang, X., Heald, C. L., Ridley, D. A., Schwarz, J. P., Spackman, J. R., Perring, A. E., Coe, H., Liu, D., and Clarke, A. D.: Exploiting simultaneous observational constraints on mass and absorption to estimate the global direct radiative forcing of black carbon and brown carbon, Atmos. Chem. Phys., 14, 10989-11010, doi: 10.5194/acp-14-10989-2014, 2014.
126. Whitten, G. Z., Hogo, H., and Killus, J. P.: The carbon-bond mechanism: A condensed kinetic mechanism for photochemical smog, Environ. Sci. Technol., 14, 690-700, doi: 10.1021/es60166a008, 1980.
127. Wichink Kruit, R., Schaap, M., Sauter, F., Van der Swaluw, E., and Weijers, E.: Improving the understanding of the secondary inorganic aerosol distribution over the Netherlands, Utrecht, 2012.
128. Winiwarter, W., Bauer, H., Caseiro, a. and Puxbaum, H.: Quantifying emissions of primary biological aerosol particle mass in Europe, Atmos. Environ., 43, 1403-1409, doi: 10.1016/j.atmosenv.2008.01.037, 2009.
129. Young, D. E., Allan, J. D., Williams, P. I., Green, D. C., Flynn, M. J., Harrison, R. M., Yin, J., Gallagher, M.W., and Coe, H.: Investigating the annual behaviour of submicron secondary inorganic and organic aerosols in London, Atmos. Chem. Phys., 15, 6351- 6366, doi: 10.5194/acp-15-6351-2015, 2015.
130. Yttri, K.-E., Aas, W., Tarrasón, L., Vestreng, V., Tsyro, S., Simpson, D., Putaud, J. P., and Cavalli, F.: Transboundary particulate matter in Europe. Status report 2007, 2007.
131. Zhang, L., Gong, S., Padro, J., and Barrie, L.: A size-segregated particle dry deposition scheme for an atmospheric aerosol module, Atmos. Environ., 35, 549-560, doi: 10.1016/S1352- 2310(00)00326-5, 2001.