Santtu Mikkonen
Research Director
Research Director, Docent, Statistician
Department of Environmental and Biological Sciences, Faculty of Science, Forestry and Technology
[email protected] | +358 40 355 2319
Specialized in statistical analysis of atmospheric measurement data and environmental epidemiology.
Has extensive experience in statistical modelling and data analysis, broad knowledge of various statistical methods and atmospheric data, and a strong track record in applying these methods across different research areas.
Current research interests focus on the health effects of air pollution and extreme weather events, as well as vehicular emissions.
Research groups
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Statistical data analysis for Technical Physics
Statistical tools for climate and atmospheric science
Environmental Risk Assessment
Environmental Epidemiology
Publications
150/150 items-
Accounting for effects of coagulation and model uncertainties in particle number concentration estimates based on measurements from sampling lines - a Bayesian inversion approach with SLIC v1.0
Niskanen, Matti; Seppänen, Aku; Oikarinen, Henri; Olin, Miska; Karjalainen, Panu; Mikkonen, Santtu; Lehtinen, Kari, 2025, Geoscientific model development, 18, 10, 2983-3001. A1 Journal article (refereed), original research -
Associations of active commuting and leisure-time physical activity with perceived cognitive function and work ability among Finnish employed adults: a population-based study
Jussila, Juuso J.; Pulakka, Anna; Appelqvist-Schmidlechner, Kaija; Ervasti, Jenni; Halonen, Jaana I.; Kalliolahti, Essi; Lahti, Jouni; Mikkonen, Santtu; Salo, Paula; Lanki, Timo, 2025, Bmc public health, 25, 1, 1423. A1 Journal article (refereed), original research -
Associations of air cleaning interventions in primary school classrooms with indoor environmental quality and perceived symptoms
Juntunen, Miina; Täubel, Martin; Yli-Tuomi, Tarja; Taimisto, Pekka; Siponen, Taina; Jalkanen, Kaisa; Valkonen, Maria; Lanki, Timo; Mikkonen, Santtu; Stranger, Marianne; Hyvärinen, Anne; Leppänen, Hanna, 2025, Building and environment, 278, 112980. A1 Journal article (refereed), original research -
Dietary Factors and Dental Caries among Adolescents: Eight-Year Follow-up Study
Methuen, M; Kukkonen, VF; Anttonen, V; Mikkonen, S; Väistö, J; Soininen, S; Närhi, M; Lakka, TA; Suominen, AL; Eloranta, A-M, 2025, JDR clinical and translational research, [First published online February 24, 2025], 1-13. A1 Journal article (refereed), original research -
Dual-Contrast Agent with Nanoparticle and Molecular Components in Photon-Counting Computed Tomography: Assessing Articular Cartilage Health
Paakkari, Petri; Inkinen, Satu I; Jäntti, Jiri; Tuppurainen, Juuso; Fugazzola, Maria C; Joenathan, Anisha; Ylisiurua, Sampo; Nieminen, Miika T; Kröger, Heikki; Mikkonen, Santtu; van Weeren, René; Snyder, Brian D; Töyräs, Juha; Honkanen, Miitu KM; Matikka, Hanna; Grinstaff, Mark W; Honkanen, Juuso TJ; Mäkelä, Janne TA, 2025, Annals of biomedical engineering, 53, 6, 1423-1438. A1 Journal article (refereed), original research -
Explaining the relationship between precarious employment conditions and mental health among healthcare workers: the mediating role of psychological experience of work precarity
Hult, Marja; Bosmans, Kim; Padrosa, Eva; Julia, Mireia; Vos, Mattias; Mikkonen, Santtu; Vanroelen, Christophe, 2025, European journal of work and organizational psychology, [Epub ahead of print 18 Jun 2025], 1-15. A1 Journal article (refereed), original research -
High sensitivity of cloud formation to aerosol changes
Virtanen, Annele; Joutsensaari, Jorma; Kokkola, Harri; Partridge, Daniel G; Blichner, Sara; Seland, Oyvind; Holopainen, Eemeli; Tovazzi, Emanuele; Lipponen, Antti; Mikkonen, Santtu; Leskinen, Ari; Hyvaerinen, Antti-Pekka; Zieger, Paul; Krejci, Radovan; Ekman, Annica M L; Riipinen, Ilona; Quaas, Johannes; Romakkaniemi, Sami, 2025, Nature geoscience, 18, 289-295. A1 Journal article (refereed), original research -
Machine learning-based downscaling of aerosol size distributions from a global climate model
Vartiainen, Antti; Mikkonen, Santtu; Leinonen, Ville; Petäjä, Tuukka; Wiedensohler, Alfred; Kühn, Thomas; Miinalainen, Tuuli, 2025, Atmospheric measurement techniques, 18, 20, 5763-5782. A1 Journal article (refereed), original research -
Metabolites associated with abnormal glucose metabolism responding to primary care lifestyle intervention
Koistinen, Ville M; Manninen, Suvi; Tuomainen, Marjo; Aittola, Kirsikka; Järvelä-Reijonen, Elina; Tilles-Tirkkonen, Tanja; Männikkö, Reija; Lintu, Niina; Karhunen, Leila; Kolehmainen, Marjukka; Mikkonen, Santtu; Lehtonen, Marko; Martikainen, Janne; Poutanen, Kaisa; Schwab, Ursula; Absetz, Pilvikki; Lindström, Jaana; Lakka, Timo A; Hanhineva, Kati; Pihlajamäki, Jussi, 2025, Scientific reports, 15, 1, 39093. A1 Journal article (refereed), original research -
Outcome evaluation of a clinical nurse specialist continuing education pilot program: an intervention study with three repeated measures
Wright, Mea; Kvist, Tarja; Mikkonen, Santtu; Jokiniemi, Krista, 2025, Bmc nursing, 24, 1, 1323. A1 Journal article (refereed), original research