The list below includes all publications from the group in international peer-reviewed journals since the group has been established in 2009. The group members are highlighted in bold in the author list. 



  • Yang, S., Liu, Z., Clusius, P. S., Liu, Y., Zou, J., Yang, Y., Zhao, S., Zhang, G., Xu, Z., Ma, Z., Yang, Y., Sun, J., Pan, Y., Ji, D., Hu, B., Yan, C., Boy, M., Kulmala, M., Wang, Y.: Chemistry of new particle formation and growth events during wintertime in suburban area of Beijing: Insights from highly polluted atmosphere, Atmos. Research, 2055, 105553, 2021,
  • Hussein T, Löndahl J, Thuresson S, Alsved M, Al-Hunaiti A, Saksela K, Aqel H, Junninen H, Mahura A., Kulmala M.: Indoor Model Simulation for COVID-19 Transport and Exposure, International Journal of Environmental Research and Public Health, 18(6), 2927, 2021,



  • Kalliokoski, T., Bäck, J., Boy, M., Kulmala, M., Kuusinen, N., Mäkelä, A., Minkkinen, K., Minunno. F., Paasonen, P., Peltoniemi, M., Taipale, D., Valsta, L., Vanhatalo, A., Zhou, L., Zhou, P. and Berninger, F.: Mitigation Impact of Different Harvest Scenarios of Finnish Forests That Account for Albedo, Aerosols, and Trade-Offs of Carbon Sequestration and Avoided Emissions, Frontiers in Forests and Global Change, 3, 562044, 2020,
  • Al-Kloub M. M., Mahura A., Baklanov A., Atashi N., Hussein T.: Model Simulations of Local Meteorological Condition in the Vicinity of a Hypothetical Nuclear Power Plant in Jordan, Jordan Journal of Earth and Environmental Sciences, 11, 26–37, 2020,
  • Petäjä, T., Duplissy, E.-M., Tabakova, K., Schmale, J., Altstädter, B., Ancellet, G., Arshinov, M., Balin, Y., Baltensperger, U., Bange, J., Beamish, A., Belan, B., Berchet, A., Bossi, R., Cairns, W. R. L., Ebinghaus, R., El Haddad, I., Ferreira-Araujo, B., Franck, A., Huang, L., Hyvärinen, A., Humbert, A., Kalogridis, A.-C., Konstantinov, P., Lampert, A., MacLeod, M., Magand, O., Mahura, A., Marelle, L., Masloboev, V., Moisseev, D., Moschos, V., Neckel, N., Onishi, T., Osterwalder, S., Ovaska, A., Paasonen, P., Panchenko, M., Pankratov, F., Pernov, J. B., Platis, A., Popovicheva, O., Raut, J.-C., Riandet, A., Sachs, T., Salvatori, R., Salzano, R., Schröder, L., Schön, M., Shevchenko, V., Skov, H., Sonke, J. E., Spolaor, A., Stathopoulos, V. K., Strahlendorff, M., Thomas, J. L., Vitale, V., Vratolis, S., Barbante, C., Chabrillat, S., Dommergue, A., Eleftheriadis, K., Heilimo, J., Law, K. S., Massling, A., Noe, S. M., Paris, J.-D., Prévôt, A. S. H., Riipinen, I., Wehner, B., Xie, Z., and Lappalainen, H. K.: Overview: Integrative and Comprehensive Understanding on Polar Environments (iCUPE) – concept and initial results, Atmos. Chem. Phys., 20, 8551–8592, 2020,
  • Stolzenburg, D., Simon, M., ... Pichelstorfer,L.,... Kirkby, J., and Winkler, P. M.: Enhanced growth rate of atmospheric particles from sulfuric acid, Atmos. Chem. Phys., 20, 7359–7372, 2020,
  • Zaidan, M.A., Motlagh, N.H., Fung, P.L., Lu, D., Timonen, H., Kuula, J., Niemi, J.V., Tarkoma, S., Petäjä, T., Kulmala, M. and Hussein, T.: Intelligent Calibration and Virtual Sensing for Integrated Low-Cost Air Quality Sensors, IEEE Sensors Journal, 20(22), 2020,
  • Fung, P.L., Zaidan, M.A., Sillanpää, S., Kousa, A., Niemi, J.V., Timonen, H., Kuula, J., Saukko, E., Luoma, K., Petäjä, T. and Tarkoma, S.: Input-adaptive proxy for black carbon as a virtual sensor, Sensors, 20(1), p.182, 2020,
  • Zaidan, M.A., Surakhi, O., Fung, P.L. and Hussein, T.: Sensitivity Analysis for Predicting Sub-Micron Aerosol Concentrations Based on Meteorological Parameters, Sensors, 20(10), p.2876, 2020, 



  • Xavier, C., Rusanen. A., Zhou, P., Dean, C., Pichelstofer, L., Roldin, P., and Boy, M.: Aerosol Mass yields of selected Biogenic Volatile Organic Compounds – a theoretical study with near explicit gas-phase chemistry, Atmos. Chem. Phys., 19, 13741-13758, 2019,
  • Praplan, A. P., Tykkä, T., Chen, D., Boy, M., Taipale, D., Vakkari, V., Zhou, P., Petäjä, T., and Hellén, H.: Long-term total OH reactivity measurements in a boreal forest, Atmos. Chem. Phys., 19, 14431-14453, 2019,
  • Im, U., Christensen, J. H., Nielsen, O.-K., Sand, M., Makkonen, R., Geels, C., Anderson, C., Kukkonen, J., Lopez-Aparicio, S., and Brandt, J.: Contributions of Nordic anthropogenic emissions on air pollution and premature mortality over the Nordic region and the Arctic, Atmos. Chem. Phys., 19, 12975–12992, 2019,
  • Roldin, P., Ehn, M., Kurtén, T., Olenius, T., Rissanen, M. P., Sarnela, N., Elm, J., Rantala, P., Hao, L., Hyttinen, N., Heikkinen, L., Worsnop, D. R., Pichelstorfer, L., Xavier, C., Clusius, P., Öström, E., Petäjä, T., Kulmala, M., Vehkamäki, H., Virtanen, A., Riipinen, I., and Boy, M.: The role of highly oxygenated organic molecules in the Boreal aerosol-cloud-climate system, Nature Communication, 10, 4370, 2019,
  • Fanourgakis, G. S., Kanakidou, M., Nenes, A., Bauer, S. E., Bergman, T., Carslaw, K. S., Grini, A., Hamilton, D. S., Johnson, J. S., Karydis, V. A., Kirkevåg, A., Kodros, J. K., Lohmann, U., Luo, G., Makkonen, R., Matsui, H., Neubauer, D., Pierce, J. R., Schmale, J., Stier, P., Tsigaridis, K., van Noije, T., Wang, H., Watson-Parris, D., Westervelt, D. M., Yang, Y., Yoshioka, M., Daskalakis, N., Decesari, S., Gysel-Beer, M., Kalivitis, N., Liu, X., Mahowald, N. M., Myriokefalitakis, S., Schrödner, R., Sfakianaki, M., Tsimpidi, A. P., Wu, M., and Yu, F.: Evaluation of global simulations of aerosol particle and cloud condensation nuclei number, with implications for cloud droplet formation, Atmos. Chem. Phys., 19, 8591-8617, 2019,
  • Fiedler, S., Kinne, S., Huang, W. T. K., Räisänen, P., O'Donnell, D., Bellouin, N., Stier, P., Merikanto, J., van Noije, T., Makkonen, R., and Lohmann, U.: Anthropogenic aerosol forcing – insights from multiple estimates from aerosol-climate models with reduced complexity, Atmos. Chem. Phys., 19, 6821-6841, 2019,
  • Sporre, M. K., Blichner, S. M., Karset, I. H. H., Makkonen, R., and Berntsen, T. K.: BVOC–aerosol–climate feedbacks investigated using NorESM, Atmos. Chem. Phys., 19, 4763-4782, 2019,
  • Boy, M., Thomson, E. S., Acosta Navarro, J.-C., Arnalds, O., Batchvarova, E., Bäck, J., Berninger, F., Bilde, M., Brasseur, Z., Dagsson-Waldhauserova, P., Castarède, D., Dalirian, M., de Leeuw, G., Dragosics, M., Duplissy, E.-M., Duplissy, J., Ekman, A. M. L., Fang, K., Gallet, J.-C., Glasius, M., Gryning, S.-E., Grythe, H., Hansson, H.-C., Hansson, M., Isaksson, E., Iversen, T., Jonsdottir, I., Kasurinen, V., Kirkevåg, A., Korhola, A., Krejci, R., Kristjansson, J. E., Lappalainen, H. K., Lauri, A., Leppäranta, M., Lihavainen, H.,Makkonen, R., Massling, A., Meinander, O., Nilsson, E. D., Olafsson, H., Pettersson, J. B. C., Prisle, N. L., Riipinen, I., Roldin, P., Ruppel, M., Salter, M., Sand, M., Seland, Ø., Seppä, H., Skov, H., Soares, J., Stohl, A., Ström, J., Svensson, J., Swietlicki, E., Tabakova, K., Thorsteinsson, T., Virkkula, A., Weyhenmeyer, G. A., Wu, Y., Zieger, P., Kulmala, M.: Interactions between the atmosphere, cryosphere, and ecosystems at northern high latitudes, Atmos. Chem. Phys., 19, 2015-2061, 2019,
  • Zaidan, M.A., Wraith, D., Boor, B.E. and Hussein, T.: Bayesian proxy modelling for estimating black carbon concentrations using white-box and black-box models, Applied sciences, 9(22), p.4976, 2019,
  • Zaidan, M.A., Dada, L., Alghamdi, M.A., Al-Jeelani, H., Lihavainen, H., Hyvärinen, A. and Hussein, T.: Mutual information input selector and probabilistic machine learning utilisation for air pollution proxies, Applied Sciences, 9(20), p.4475, 2019,
  • Alghamdi, M.A., Al-Hunaiti, A., Arar, S., Khoder, M., Abdelmaksoud, A.S., Al-Jeelani, H., Lihavainen, H., Hyvärinen, A., Shabbaj, I.I., Almehmadi, F.M., Zaidan, M.A., Hussein T. and Dada L.: A predictive model for steady state ozone concentration at an urban-coastal site, International journal of environmental research and public health, 16(2), p.258, 2019,



  • Qi, X., Ding, A., Roldin, P., Xu, Z., Zhou, Z., Sarnela, N., Nie, W., Huang, X., Rusanen, A., Ehn, M., Rissanen, M. P., Petäjä, T., Kulmala, M. and Boy, M.: Modelling studies of HOMs and their contributions to new particle formation and growth: comparison of boreal forest in Finland and a polluted environment in China, Atmos. Chem. Phys., 18, 11779-11791, 2018,
  • Olenius, T., Pichelstorfer, L., Stolzenburg, D., Winkler, P. M., Lehtinen, K. E. J. and Riipinen, I.: Robust metric for quantifying the importance of stochastic effects on nanoparticle growth, Scientific Reports, 8, 14160, 2018,
  • Zaidan, M.A., Haapasilta, V., Relan, R., Paasonen, P., Kerminen, V.M., Junninen, H., Kulmala, M. and Foster, A.S.: Exploring non-linear associations between atmospheric new-particle formation and ambient variables: a mutual information approach, Atmospheric Chemistry and Physics. 18 (17), 12699-12714, 2018,
  • Zaidan, M.A., Haapasilta, V., Relan, R., Junninen, H., Aalto, P.P., Kulmala, M., Laurson, L. and Foster, A.S.: Predicting atmospheric particle formation days by Bayesian classification of the time series features. Tellus B: Chemical and Physical Meteorology, 70(1), pp.1-10, 2018,
  • Stocker, M., Paasonen, P., Fiebig, M., Zaidan, M.A. and Hardisty, A.: Curating scientific information in knowledge infrastructures, Data Science Journal, 17, p.21, 2018
  • Lee, B. H., Lopez-Hilfiker, F. D., D’Ambro, E. L., Zhou, P., Boy, M., Petäjä, T., Hao, L., Virtanen, A. and Thornton, J. A.: Semi-volatile and highly oxygenated gaseous and particulate organic compounds observed above a boreal forest canopy, Atmos. Chem. Phys., 18, 11547-11562, 2018,
  • Xausa, F., Paasonen, P., Makkonen, R., Arshinov, M., Ding, A., Denier Van Der Gon, H., Kerminen, V.-M., and Kulmala, M.: Advancing global aerosol simulations with size-segregated anthropogenic particle number emissions, Atmos. Chem. Phys., 18, 10039-10054, 2018,
  • Pichelstorfer, L., Stolzenburg, D., Ortega, J., Karl, T., Kokkola, H., Laakso, A., Lehtinen, K. E. J., Smith, J. N., McMurray, P. H. and Winkler, P. M.: Resolving nanoparticle growth mechanisms from size- and time-dependent growth rate analysis, Atmos. Chem. Phys., 18, 1307-1323, 2018,
  • Mahura A., Gonzalez-Aparicio I., Nuterman R., Baklanov A.: Seasonal Impact Analysis on Population due to Continuous Sulphur Emissions from Severonikel Smelters of the Kola Peninsula, Geography, Environment, Sustainability, 11(1), 130-144, 2018,
  • Nerobelov G., Sedeeva M., Mahura A., Nuterman R., Mostamandi S., Smyshlyaev S.: Online Integrated Modeling on Regional Scale in North-West Russia: Evaluation of Aerosols Influence on Meteorological Parameters, Geography, Environment, Sustainability, 11(2), 73-83, 2018,
  • Mahura A., Gonzalez-Aparicio I., Nuterman R., Baklanov A.: Seasonal Impact Analysis on Population due to Continuous Sulphur Emissions from Severonikel Smelters of the Kola Peninsula, Geography, Environment, Sustainability, 11(1), 130-144, 2018,
  • Kirkevåg, A., Grini, A., Olivié, D., Seland, Ø., Alterskjær, K., Hummel, M., Karset, I. H. H., Lewinschal, A., Liu, X., Makkonen, R., Bethke, I., Griesfeller, J., Schulz, M., and Iversen, T.: A production-tagged aerosol module for Earth system models, OsloAero5.3 – extensions and updates for CAM5.3-Oslo, Geosci. Model Dev., 11, 3945-3982, 2018,
  • Nerobelov G., Sedeeva M., Mahura A., Nuterman R., Mostamandi S., Smyshlyaev S.: Online Integrated Modeling on Regional Scale in North-West Russia: Evaluation of Aerosols Influence on Meteorological Parameters, Geography, Environment, Sustainability, 11(2), 73-83, 2018,
  • Lappalainen, H. K., Kulmala, M., Kujansuu, J., Petäjä, T., Mahura, A., de Leeuw, G., Zilitinkevich, S., Juustila, M., Kerminen, V-M., Bornstein, B., Zhang, J., Yong, X., Yubao, Q., Dong, L., Jie, L. & Huadong, G.: The Silk Road agenda of the Pan-Eurasian Experiment (PEEX) program, Big Earth Data, 2(1), 8-35, 2018,



  • Zhou, P., Ganzeveld, L., Taipale, D., Rannik, Ü., Rantala, P., Rissanen, M.P., Chen, D. and Boy, M.:Boreal forest BVOC exchange: emissions versus in-canopy sinks, Atmos. Chem. Phys., 17, 14309-14332, 2017,
  • Tsagkogeorgas, G., Roldin, P., Duplissy, J., Rondo, L., Tröstl, J., Slowik, J. G., Ehrhart. S., Franchin, A., Kürten, A., Amorim, A., Bianchi, F., Kirkby, J., Petäjä, T., Baltensperger, U., Boy, M., Curtius, J., Flagan, F. C., Kulmala, M., Donahue, N.M. and Stratmann, F.: Evaporation of sulphate aerosols at low relative humidity, Atmos. Chem. Phys., 17, 8923–8938, 2017,
  • Öström, E., Putian, Z., Schurgers, G., Mishurov, M., Kivekäs, N., Lihavainen, H., Ehn, M., Rissanen, M. P., Kurtén, T., Boy, M., Swietlicki, E., and Roldin, P.: Modeling the role of highly oxidized multifunctional organic molecules for the growth of new particles over the boreal forest region, Atmos. Chem. Phys., 17, 8887-8901, 2017,
  • Räisänen, P., Makkonen, R., Kirkevåg, A., and Debernard, J. B.: Effects of snow grain shape on climate simulations: sensitivity tests with the Norwegian Earth System Model, The Cryosphere, 11, 2919-2942, 2017,
  • Määttänen, A., Merikanto, J., Henschel, H., Duplissy, J., Ortega, I., Makkonen, R. and Vehkamäki, H.: New parameterizations for neutral and ion-induced sulfuric acid-water particle formation in nucleation and kinetic regimes, J. Geophys. Res., 122,
  • Zhou, P., Ganzeveld, L., Rannik, Ü., Zhou, L., Gierens, R., Taipale, D., Mammarella, I., and Boy, M.: Simulating ozone dry deposition at a boreal forest with a multi-layer canopy deposition model, Atmos. Chem. Phys., 17, 1361-1379, 2017,
  • Lappalainen H.K., Altimir N., Kerminen V., Petäjä T., Makkonen R., Alekseychik P., Zaitseva N., Bashmakova I., Kujansuu J., Lauri A., Haapanala P., Mazon S.B., Borisova A., Konstantinov P., Chalov S., Laurila T., Asmi E., Lihavainen H., Bäck J., Arshinov M., Mahura A., Arnold S., Vihma T., Uotila P., de Leeuw G., Kukkonen I., Malkhazova S., Tynkkynen V., Fedorova I., Hansson H.C., Dobrolyubov S., Melnikov V., Matvienko G., Baklanov A., Viisanen Y., Kasimov N., Guo H., Bondur V., Zilitinkevich S., Kulmala M.: Pan-Eurasian EXperiment (PEEX) program: An overview of the first 5 years in operation and future prospects. Geography, Environment, Sustainability. 2018, 11(1) ,6-19, 2017, 
  • Baklanov, A., Korsholm, U.S., Nuterman, R., Mahura, A., Nielsen, K. P., Sass, B. H., Rasmussen, A., Zakey, A., Kaas, E., Kurganskiy, A., Sørensen, B., and González-Aparicio, I.: Enviro-HIRLAM online integrated meteorology–chemistry modelling system: strategy, methodology, developments and applications (v7.2), Geosci. Model Dev., 10, 2971–2999, 2017,
  • Baklanov, A., Korsholm, U.S., Nuterman, R., Mahura, A., Nielsen, K. P., Sass, B. H., Rasmussen, A., Zakey, A., Kaas, E., Kurganskiy, A., Sørensen, B., and González-Aparicio, I.: Enviro-HIRLAM online integrated meteorology–chemistry modelling system: strategy, methodology, developments and applications (v7.2), Geosci. Model Dev., 10, 2971–2999, 2017., 2017.



  • Schobesberger, S., Lopez-Hilfiker, F. D., Taipale, D., Millet, D. B., D'Ambro, E. L., Rantala, P., Mammarella, I., Zhou, P., Wolfe, G. M., Lee, B. H., Boy, M. and Thornton, J. A.: High upward fluxes of formic acid from a boreal forest canopy, Geophys. Res. Lett., 43, 9342–9351, 2016,
  • Riuttanen, L., Bister, M., Kerminen, V.-M., John, V. O., Sundström, A.-M., Dal Maso, M., Räisänen, J., Sinclair, V. A., Makkonen, R., Xausa, F., de Leeuw, G., and Kulmala, M.: Observational evidence for aerosols increasing upper tropospheric humidity, Atmos. Chem. Phys., 16, 14331-14342, 2016,
  • Babkovskaia, N., Rannik, U., Phillips, V., Siebert, H., Wehner, B. and Boy, M.: A DNS study of aerosol and small-scale cloud turbulence interaction, Atmos. Chem. Phys., 16, 7889-7898, 2016,
  • Kurtén, T., Tiusanen, K., Roldin, P., Rissanen, M., Luy, J.-N., Boy, M., Ehn, M. and Donahue, N.: α‑Pinene Autoxidation Products May Not Have Extremely Low Saturation Vapor Pressures Despite High O:C Ratios, Journal of Physical Chemistry A.,120(16), 2569-2582, 2016,
  • Arneth, A., Makkonen, R., Olin, S., Paasonen, P., Holst, T., Kajos, M. K., Kulmala, M., Maximov, T., Miller, P. A., and Schurgers, G.: Future vegetation–climate interactions in Eastern Siberia: an assessment of the competing effects of CO2 and secondary organic aerosols, Atmos. Chem. Phys., 16, 5243-5262, 2016,
  • Rannik, Ü., Zhou, L., Zhou, P., Gierens, R., Mammarella, I., Sogachev, A. and Boy, M.: Aerosol dynamics within and above forest in relation to turbulent transport and dry deposition, Atm. Chem. Phys., 16, 3145-3160, 2016,
  • Huang, X., Zhou, L., Ding, A., Qi, X., Nie, W., Wang, M., Chi, X., Petäjä, T., Kerminen, V.-M., Roldin, P., Rusanen, A., Kulmala, M. and Boy, M.: Comprehensive modelling study on observed new particle formation at the SORPES station in Nanjing, China, Atm. Chem. Phys., 16, 2477-2492, 2016,  



  • Qi, X. M., Ding, A. J., Nie, W., Petäjä, T., Kerminen, V.-M., Herrmann, E., Xie, Y. N., Zheng, L. F., Manninen, H., Aalto, P., Sun, J. N., Xu, Z. N., Chi, X. G., Huang, X., Boy, M., Virkkula, A., Yang, X.- Q., Fu, C. B. and Kulmala, M.: Aerosol size distribution and new particle formation in the western Yangtze River Delta of China: 2 years of measurements at the SORPES station, Atm. Chem. Phys., 15, 12445-12464, 2015,
  • Xie, Y., Ding, A., Nie, W., Mao, H., Qi, X., Huang, X., Xu, Z., Kerminen, V.-M., Petäjä, T., Chi, X., Virkkula, A., Boy, M., Xue, L., Guo, J., Sun, J., Yang, X., Kulmala, M. and Fu, C.: Enhanced sulfate formation by nitrogen dioxide: Implications from in situ observations at the SORPES station, J. Geophys. Res., Atmosphere, 120, 24, 12679-12694, 2015,
  • Roldin, P., Liao, L., Mogensen, D., Dal Maso, M., Rusanen, A., Kerminen. V.-M., Mentel, T. F., Wildt, J., Kleist, E., Kiendler-Scharr, A., Tillmann, R., Ehn, M., Kulmala, M. and Boy, M.: Modelling the contribution of biogenic volatile organic compounds to new particle formation in the Jülich plant atmosphere chamber, Atm. Chem. Phys., 15, 10777-10798, 2015,
  • Zhou, L., Gierens, R., Sogachev, A. Mogensen, D., Ortega, J., Smith, J. N., Harley, P. C., Prenni, A. J., Levin, E. J. T., Turnipseed, A., Rusanen, A., Smolander, S., Guenther, A. B., Kulmala, M., Karl, T. and Boy, M.: Contribution from biogenic organic compounds to particle growth during the 2010 BEACHON-ROCS campaign in a Colorado temperate needleleaf forest, Atmospheric Chemistry and Physics, 15, 8643-8656, 2015,
  • Babkovskaia, N., Boy, M., Smolander, S., Romakkaniemi, S., Rannik, U. and Kulmala, M.: A study of aerosol activation at the cloud edge with high resolution numerical simulations, Atmospheric Research, 153, 49-58, 2015,
  • Fang, K., Makkonen, R., Guo, Z., Zhao, Y. and Seppä, H.: An increase in the biogenic aerosol concentration as a contributing factor to the recent wetting trend in Tibetan Plateau, Scientific Reports, 5, art. no. 14628, 2015,
  • Pietikäinen, J.-P., Kupiainen, K., Klimont, Z., Makkonen, R., Korhonen, H., Karinkanta, R., Hyvärinen, A.-P., Karvosenoja, N., Laaksonen, A., Lihavainen, H., and Kerminen, V.-M.: Impacts of emission reductions on aerosol radiative effects, Atmos. Chem. Phys., 15, 5501-5519, 2015,
  • Jokinen, T., Berndt, T., Makkonen, R., Kerminen, V.-M., Junninen, H., Paasonen, P., Stratmann, F., Herrmann, H., Guenther, A.B., Worsnop, D.R., Kulmala, M., Ehn, M. and Sipilä, M.: Production of extremely low volatile organic compounds from biogenic emissions: Measured yields and atmospheric implications, PNAS, 112 (23), 7123-7128, 2015,
  • Mogensen, D. and Boy M.: Comment on “Observation and modelling of HOx radicals in a boreal forest” by Hens et al. (2014)”, Atmos. Chem. Phys., 15, 3109-3110, 2015,
  • Mogensen, D., Gierens, R., Crowley, J. N., Keronen, P., Smolander, S., Sogachev, A., Nölscher, A. C., Zhou, L., Kulmala, M., Tang, M. J., Williams, J., and Boy, M.: Simulations of atmospheric OH, O3 and NO3 reactivities within and above the boreal forest, Atmos. Chem. Phys., 15, 3909-3932, 2015,
  • Bilde M., Barsanti, K., Booth, M., Cappa, C. D., Donahue, N. M., Emanuelsson, E. U., McFiggans, G., Krieger, U. K., Marcolli, C., Topping, D., Ziemann, P., Barley, M., Clegg, S., Dennis-Smither, B., Hallquist, M., Hallquist, Å. M., Khlystov, A., Kulmala, M., Mogensen, D., Percival, C. J., Pope, F., Reid, J. P., Ribeiro da Silva, M. A. V., Rosenoern, T., Salo, K., Soonsin, V. P., Yli-Juuti, T., Prisle, N. L., Pagels, J., Rarey, J., Zardini, A. A., and Riipinen, I.: Saturation vapor pressured and transition enthalpies of low-volatility organic molecules of atmospheric relevance: from dicarboxylic acids to complex mixtures, Chem. Rev., 2015,
  • Wang, Z. B., Hu, M., Wu, Z. J., Yue, D. L., Zheng, J., Zhang, R. Y., Pei, X. Y., Paasonen, P., Dal Maso, M., Boy, M., and Wiedensohler, A.: Investigation of the connections between atmospheric new particle formation and organics at an urban site of Beijing, Atmos. Environm., 103, 7-17, 2015,
  • Vuollekoski, H., Vogt, M., Sinclair, V. A., Duplissy, J., Järvinen, H., Kyrö, E.-M., Makkonen, R., Petäjä, T., Prisle, N. L., Räisänen, P., Sipilä, M., Ylhäisi, J., and Kulmala, M.: Estimates of global dew collection potential on artificial surfaces, Hydrol. Earth Syst. Sci., 19, 601-613, 2015,



  • Smolander, S., He, Q., Mogensen, D., Zhou, L., Bäck, J., Ruuskanen, T., Noe, S., Guenther, A., Aaltonen, H., Kulmala, M. and Boy, M.: Comparing three vegetation monoterpene emission models to measured gas concentrations with a model of meteorology, air chemistry and chemical transport, Biogeosciences, 11, 5425-5443, 2014,
  • Liao, L., Kerminen, V.-M., Boy, M., Kulmala, M. and Dal Maso, M.: Temperature influence on the natural aerosol budget over boreal forests, Atmos. Chem. Phys., 14, 8295-8308, 2014,
  • Sipilä, M., Jokinen, T., Berndt, T., Richters, S., Makkonen, R., Donahue, N. M., Mauldin III, R. L., Kurtén, T., Paasonen, P., Sarnela, N., Ehn, M., Junninen, H., Rissanen, M. P., Thornton, J., Stratmann, F., Herrmann, H., Worsnop, D. R., Kulmala, M., Kerminen, V.-M., and Petäjä, T.: Reactivity of stabilized Criegee intermediates (sCIs) from isoprene and monoterpene ozonolysis toward SO2 and organic acids, Atmos. Chem. Phys., 14, 12143-12153, 2014,
  • Hermansson, E., Roldin, P., Rusanen, A., Mogensen, D., Kivekäs, N., Boy, M. and Swietlicki, E.: Biogenic SOA formation through gas-phase oxidation and gas-to-particle partitioning – comparison between process models of varying complexity, Atmos. Chem. Phys., 14, 11853-11869, 2014,
  • Roldin, P., Eriksson, A. C., Nordin, E. Z., Hermansson, E., Mogensen, D., Rusanen, A., Boy, M., Swietlicki, E., Svenningsson, B., Zelenyuk, A. and Pagels, J.: Modelling non-equilibrium secondary organic aerosol formation and evaporation with the aerosol dynamics, gas- and particle-phase chemistry kinetic multi-layer model ADCHAM, Atmos. Chem. Phys., 14, 7953–7993, 2014,
  • Zhou, L., Nieminen, T., Mogensen, D., Smolander, S., Rusanen, A., Kulmala, M. and Boy, M.: SOSAA — a new model to simulate the concentrations of organic vapours, sulphuric acid and aerosols inside the ABL — Part 2: Aerosol dynamics and one case study at a boreal forest site, Boreal Env. Res., 19, 237-256, 2014,
  • Makkonen, R., Seland, Ø., Kirkevåg, A., Iversen, T., and Kristjánsson, J. E.: Evaluation of aerosol number concentrations in NorESM with improved nucleation parameterization, Atmos. Chem. Phys., 14, 5127-5152, 2014,
  • Gierens, R. T., Laakso, L., Mogensen, D., Vakkari, V., Beukes, J. P., Van Zyl, P. G., Hakola, H., Guenther, A., Pienaar, J.J. and Boy, M.: Modelling new particle formation events in the South African savannah, South African Journal of Science, 110, 1–12, 2014, 



  • Boy, M., Mogensen, D., Smolander, S., Zhou, L., Nieminen, T., Paasonen, P., Plass-Dülmer, C., Sipilä, M., Petäjä, T., Mauldin, L., Berresheim, H. and Kulmala, M.: Oxidation of SO2 by stabilized Criegee Intermediate (sCI) radicals as a crucial source for atmospheric sulphuric acid concentrations, Atmos. Chem. Phys., 13, 3865-3879, 2013,
  • Wang, Z. B. , Hu, M., Mogensen, D., Yue, D. L., Zheng, J., Zhang, R. Y., Liu, Y., Yuan, b., Li, X., Shao, M., Zhou, L., Wu, Z. J., Wiedensohler, A. and Boy, M.: The simulations of sulfuric acid concentration and new particle formation in an urban atmosphere in China, Atmos. Chem. Phys., 13, 11157–11167, 2013,
  • Räisänen, P., Haapanala, P., Chung, C. E., Kahnert, M., Makkonen, R., Tonttila, J. and Nousiainen, T.: Impact of dust particle non-sphericity on climate simulations, Q.J.R. Meteorol. Soc., 139: 2222–2232, 2013,



  • Bäck, J., Aalto, J., Henriksson, M., Hakola, H., He., Q. and Boy, M.: Chemodiversity in terpene emissions at a boreal Scots pine stand, Biogeosciences, 9, 689-702, 2012,
  • Makkonen, R., Romakkaniemi, S., Kokkola, H., Stier, P., Räisänen, P., Rast, S., Feichter, J., Kulmala, M., and Laaksonen, A.: Brightening of the global cloud field by nitric acid and the associated radiative forcing, Atmos. Chem. Phys., 12, 7625-7633, 2012,
  • Makkonen, R., Asmi, A., Kerminen, V.-M., Boy, M., Arneth, A., Hari, P. and Kulmala, M.: Air pollution control and decreasing new particle formation lead to strong climate warming, Atmos. Chem. Phys., 12, 1515-1524,2012,
  • Makkonen, R., Asmi, A., Kerminen, V.-M., Boy, M., Arneth, A., Guenther, A. and Kulmala, M.: BVOC-aerosol-climate interactions studied with the global aerosol model ECHAM5.5- HAM2, Atmos. Chem. Phys., 12, 10077-10096, 2012,
  • Lindqvist, H., Muinonen, K.,Nousiainen, T., Um, J., McFarquhar, G. M., Haapanala, P., Makkonen, R. andHakkarainen, H.: Ice-cloud particle habit classification using principal components, J. Geophys. Res., 117, D16206, 2012,
  • Kukkonen, J, Balk, 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., Karatzas, K., San José, R., Astitha, M., Kallos, G., Schaap, M., Reimer, E., Jakobs, H. and Eben, K.: Operational, regional-scale, chemical weather forecasting models in Europe, Atmos. Chem. Phys.  12, 1-87, 2012,
  • Ortega, K., Suni, T., Boy, M., Grönholm, T., Manninen, H.E., Nieminen, T., Ehn, M., Junninen, H., Hakola, H., Hellén, H., Valmari, T., Arvela, H., Zegelin, S., Hughes, D., Kitchen, M., Cleugh, H., Worsnop, D., Kulmala, M. and Kerminen, V.-M.: New insights into nocturnal nucleation, Atmos. Chem. Phys., 12, 4297-4312, 2012,
  • Bergman, T., Kerminen, V.-M., Korhonen, H., Lehtinen, K. J., Makkonen, R., Arola, A., Mielonen, T., Romakkaniemi, S., Kulmala, M., and Kokkola, H.: Evaluation of the sectional aerosol microphysics module SALSA implementation in ECHAM5-HAM aerosol-climate model, Geosci. Model Dev., 5, 845-868, 2012,



  • Boy, M., Sogachev, A., Lauros, J., Zhou, L., Guenther, A. and Smolander, S.: SOSA - a new model to simulate the concentrations of organic vapours and sulphuric acid inside the ABL - Part I: Model description and initial evaluation, Atmos. Chem. Phys. 11, 43-51, 2011,
  • Mogensen, D., Smolander, S., Sogachev, A., Zhou, L., Sinha, V., Guenther, A., Williams, J., Nieminen, T., Kajos, M., Rinne, J., Kulmala, M. and Boy, M.: Modelling atmospheric OH-reactivity in a boreal forest ecosystem, Atmos. Chem. Phys., 11, 9709-9719, 2011,
  • Lauros, J., Sogachev, A., Smolander, S., Vuollekoski, H., Sihto, S.-L., Laakso, L., Mammarella, I., Rannik, U. and Boy, M.: Particle concentration and flux dynamics in the atmospheric boundary layer as the indicator of formation mechanism, Atmos. Chem. Phys., 11, 5591-5691, 2011,
  • Kurtén, T., Zhou, L., Makkonen, R., Merikanto, J., Räisänen, P., Boy, M., Richards, N., Rap, A., Smolander, S., Sogachev, A., Guenther, A., Mann, G. W., Carslaw, K. and Kulmala, M.: Large methane releases lead to strong aerosol forcing and reduced cloudiness, Atmos. Chem. Phys. ,11, 6961-6969, 2011,
  • 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.: Anthropogenic influence on biogenic secondary organic aerosol, Atmos. Chem. Phys. 11, 321-343, 2011,
  • Roldin, P., Swietlicki, E., Schurgers, G., Arneth, A., Lehtinen, K. E. J., Boy, M. and Kulamal, M.: Development and evaluation of the aerosol dynamic and gas phase chemistry model ADCHEM, Atmos. Chem. Phys. 11, 5867-5896, 2011,
  • Williams, J., Crowley, J., Fischer, H., Harder, H., Martinez, M., Petäjä, T., Rinne, J., Bäck, J., Boy, M., Dal Maso, M., Hakala, J., Kajos, M., Keronen, P., Rantala, P., Aalto, J., Aaltonen, H., Paatero, J., Vesala, T., Hakola, H., Levula, J., Pohja, T., Herrmann, F., Auld, J., Mesarchaki, E., Song, W., Yassaa, N., Nölscher, A., Johnson, A. M., Custer, T., Sinha, V., Thieser, J., Pouvesle, N., Taraborrelli, D., Tang, M. J., Bozem, H., Hosaynali-Beygi, Z., Axinte, R., Oswald, R., Novelli, A., Kubistin, D., Hens, K., Javed, U., Trawny, K., Breitenberger, C., Hidalgo, P. J., Ebben, C. J., Geiger, F. M., Corrigan, A. L., Russell, L. M., Ouwersloot, H., Vilà-Guerau, de Arellano, J., Ganzeveld, L., Vogel, A., Beck, M., Bayerle, A., Kampf, C. J., Bertelmann, M., Köllner, F., Hoffmann, T., Valverde, J., González, D., Riekkola, M.-L., Kulmala, M. and Lelieveld, J.: The summertime Boreal forest field measurement intensive (HUMPPA-COPEC-2010): an overview of meteorological and chemical influences, Atmos. Chem. Phys., 11, 10599-10618, 2011,
  • 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, 2011,
  • Mikkonen, S., Romakkaniemi, S., Smith, J. N., Korhonen, H., Petäjä, T., Plass-Duelmer, C., Boy, M., McMurry, P. H., Lehtinen, K. E. J., Joutsensaari, J., Hamed, A., Mauldin III, R. L., Birmili, W., Spindler, G., Arnold, F., Kulmala, M. and Laaksonen, A.: A statistical proxy for sulphuric acid concentration, Atmos. Chem. Phys., 11, 11319-11334, 2011,
  • Wang, Z. B., Hu, M., Yue, D. L., Zheng, J., Zhang, R. Y., Wiedensohler, A., Wu, Z. J., Nieminen, T. and Boy, M.: Evaluation on the role of sulfuric acid in the mechanisms of new particle formation for Beijing case, Atmos. Chem. Phys., 11, 12633-12671,2011,
  • Sihto, S.-L., Mikkilä, J., Vanhanen, J., Ehn, M., Liao, L., Lehtipalo, K., Aalto, P.P., Dunplissy, J., Petäjä, T., Kerminen, V.-M., Boy, M. and Kulmala, M.: Seasonal variation of CCN concentrations and aerosol activation properties in boreal forest, Atmos. Chem. Phys. 11, 13269-13285, 2011,



  • Vuollekoski, H., Boy, M., Kerminen, V.-M., Lehtinen, K.E.J. and Kulmala, M.: MECCO: A method to estimate concentrations of condensing organics – description and evaluation of a Markov chain Monte Carlo application, Journal of Aerosol Science 41, 1080-1089 , 2010,
  • Vuollekoski, H., Nieminen, T., Paasonen, P., Sihto, S.-L., Boy, M., Manninen, H., Lehtinen, K., Kerminen, V.-M. and Kulmala, M.: Atmospheric nucleation and initial steps of particle growth: numerical comparison of different theories and hypotheses, Atmos. Research 98, 229-236, 2010,
  • Mogensen, D., Mikkelsen, K. V., Kjaergaard, H. G.: Calculated: Two-Photon Electronic Transitions in Sulfuric Acid and it Atmospheric Relevance, Chem. Phys. Lett., 498, 12-21, 2010,
  • Ristovski, Z.D., Suni, T., Kulmala, M., Boy, M., Meyer, N.K., Duplissy, J., Turnipseed, A.,  Morawska, L. and Baltensperger, U.: The role of sulphates and organic vapours in new particle formation in a eucalypt forest, Atmos. Chem. Phys., 10, 2919-2926, 2010,
  • Gagné, S., Nieminen, T., Kurtén, T., Manninen, H.E., Petäjä, T., Laakso, L., Kerminen, V.-M., Boy, M. and Kulmala, M.: Factors influencing the contribution of ion-induced nucleation in a boreal forest, Finland, Atmos. Chem. Phys., 10, 3743-3757, 2010,
  • Spracklen, D. V., Carslaw, K. S., Merikanto, J., Mann, G. W., Pickering, S., Ogren, J. A., Andrews, E., Baltensperger, U., Weingartner, E., Boy, M., Kulmala, M., Laakso, L., Lihavainen, H., Kivekäs, N., Mihalopoulos, N., Kouvarakis, G., Jennings, S. G., Birmili, W., Wiedensohler, A., Weller, R., Laj, P., Sellegri, K., Bonn, B. and Krejci, R.: Explaining global surface aerosol number concentrations in terms of primary emissions and particle formation, Atmos. Chem. Phys., 10, 4775-4793, 2010,
  • Sinha, V., William, J., Lelieveld, J., Ruuskanen, T. M., Kajos, M. K., Patokoski, J., Hellen, H., Hakola, H., Mogensen, D., Boy, M., Rinne, J. and Kulmala, M.: OH reactivity measurements within a boreal forest: evidence for unknown reactive emissions, Environ. Sci. and Technol., 44, 6614-6620, 2010,
  • Lyubovtseva, Y.S., Zagaynov, V.A., Khodzher, T.V., Kulmala, M., Boy, M., Dal Maso, M., Junninen, H., Obolkin, V.A., Potyomkin, V.L., Biryukov, Y.G. and Lushnikov, A.A.: Comparison of formation conditions of secondary aerosol particles in boreal forests of Southern Finland and Siberia, Russian J. of Earth Sciences, 11, ES4002, doi:10.2205/2009ES000410 , 2010,



  • Sihto, S.L., H. Vuollekoski, J. Leppä, I. Riipinen, V.-M. Kerminen, H. Korhonen, K. E. J. Lehtinen, M. Boy, and M. Kulmala: Aerosol dynamics simulations on the connection of sulphuric acid and new particle formation, Atmos. Chem. Phys., 9, 2933-2947, 2009,
  • Kyrö, E.-M., T. Grönholm, H. Vuollekoski, A. Virkkula, M. Kulmala and L. Laakso: Snow scavenging of ultrafine particles: field measurements and parameterization, Boreal. Env. Res., 14, 527-538, 2009,
  • Vuollekoski, H., V.-M. Kerminen, T. Anttila, S.-L. Sihto, M. Vana, M. Ehn, H. Korhonen, G. McFiggans, C. D. O’Dowd and M. Kulmala: Iodine dioxide nucleation simulations in coastal and remote marine environments, Journal of Geophys. Res., 114, D02206, 2009,
  • Makkonen, R., Asmi, A., Korhonen, H., Kokkola, H., Järvenoja, S., Räisänen, P., Lehtinen, K. E. J., Laaksonen, A., Kerminen, V.-M., Järvinen, H., Lohmann, U., Bennartz, R., Feichter, J., and Kulmala, M.: Sensitivity of aerosol concentrations and cloud properties to nucleation and secondary organic distribution in ECHAM5-HAM global circulation model, Atmos. Chem. Phys., 9, 1747-1766, 2009,
  • Birmili, W., Schwirn, K., Nowak, A., Petäjä, T., Rose, D., Hämeri, K., Aalto, P., Wiedensohler, A., Kulmala, M. and Boy, M.: Hygroscopic growth of atmospheric particle number size distributions in the Finnish Boreal Forest Region, Boreal Environ. Res., 14, 458-480, 2009,
  • Riipinen, I., Manninen, H., Yli-Juuti, T., Boy, M., Sipilä, M., Ehn, M., Junninen, H., Petäjä, T., and Kulmala, M.: Applying the CPCB setup to study the hygroscopicity and composition of freshly-formed 2 - 9 nm particles in boreal forest, Atmos. Chem. Phys., 9, 3317-3330, 2009,
  • Petäjä, T., Mauldin, R.L., Kosciuch, E. , McGrath, J., Nieminen, T., Paasonen, P., Boy, M., Adamov, A., Kotiaho, T., and Kulmala, M.: Sulfuric acid and OH concentrations in a boreal forest site, Atmos. Chem. Phys., 9, 7435-7448, 2009,
  • Bonn, B., Boy, M., Kulmala, M., Groth, A., Trawny, K., Borchert, S., and Jacobi, S.: Ambient new particle formation parameter indicates potential rise in future events, Atmos. Chem. Phys., 9, 8079-8090, 2009,
  • Ortega, I. K., Suni, T., Grönholm, T., Boy, M., Hakola, H., Hellén, H., Valmari, T., Arvela, H., Vehkamäki, H. & Kulmala, M.: Is eucalyptol the cause of nocturnal events observed in Australia? Boreal Env. Res. 14, 606–615, 2009,