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 on statistical analysis of measurement data. Has long experience in statistical modelling and data analysis of atmospheric measurement data, wide knowledge on different statistical methodology and atmospheric measurement data and good track record on applying the methods in different areas of research.
Currently, main interests lie in vehicular emissions and health effects of atmospheric pollution and changing climate.
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
144/144 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: 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: . 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: 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 -
Reseptilääkkeistään lääkärille kertomatta jättäneiden kansalaisten sosiodemografinen profiili ja kertomatta jättämisen syyt – Lääkebarometriaineiston 2019 tilastollinen analyysi
Syyrilä, Tiina; Koskiniemi, Saija; Mikkonen, Satu; Hämeen-Anttila, Katri. 2025. Dosis. 41: 176–210 A1 Journal article (refereed), original research -
Resilience and Counseling Received by Colorectal Cancer Patients During a 1-Year Follow-Up
Sihvola, Saija Pauliina; Kuosmanen, Lauri Markus; Mikkonen, Santtu Juhani; Kvist, Tarja Anneli. 2025. Gastroenterology nursing. [Epub ahead of print 17 Apr 2025]: 1-11 A1 Journal article (refereed), original research -
The effect of aldafermin expressing-Escherichia coli Nissle 1917 along with dietary change on visceral adipose tissue in MASLD mouse model
Iannone, Valeria; Vaittinen, Maija; Gómez-Gallego, Carlos; Mikkonen, Santtu; Lok, Johnson; D’Auria, Giuseppe; Vazquez-Uribe, Ruben; Tikkanen, Ida; Sommer, Morten Otto Alexander; El-Nezami, Hani; Kolehmainen, Marjukka. 2025. International journal of obesity. [Published: 10 April 2025]: 1-11 A1 Journal article (refereed), original research -
Association between air temperature and self-perceived health status in Southern Germany: Results from KORA FIT study
Sohail, Hasan; Zhang, Siqi; Kraus, Ute; Mikkonen, Santtu; Breitner, Susanne; Wolf, Kathrin; Nikolaou, Nikolaos; Peters, Annette; Lanki, Timo; Schneider, Alexandra. 2024. International journal of hygiene and environmental health. 262: A1 Journal article (refereed), original research -
Carbon and nitrogen-based gas fluxes in subarctic ecosystems under climate warming and increased cloudiness
Ndah, Flobert A; Maljanen, Marja; Rinnan, Riikka; Bhattarai, Hem Raj; Davie-Martin, Cleo L; Mikkonen, Santtu; Michelsen, Anders; Kivimäenpää, Minna. 2024. Environmental science : atmospheres. 4: 942-957 A1 Journal article (refereed), original research -
Care quality and satisfaction at the cancer hospital – a questionnaire study of older patients with cancer and their family members
Launonen, Minna; Vehviläinen-Julkunen, Katri; Mikkonen, Santtu; Kvist, Tarja. 2024. Bmc health services research. 24: . 190 A1 Journal article (refereed), original research -
Dataset of vehicle chase measurements in real-world subfreezing winter conditions
Leinonen, Ville; Olin, Miska; Martikainen, Sampsa; Mäkinen, Ukko-Ville; Mikkonen, Santtu; Karjalainen, Panu. 2024. Data in brief. 54: A1 Journal article (refereed), original research -
Effects of fuel composition and vehicle operating temperature on in vitro toxicity of exhaust emissions
Hakkarainen, Henri; Järvinen, Anssi; Lepistö, Teemu; Kuittinen, Niina; Markkula, Lassi; Ihantola, Tuukka; Yang, Mo; Martikainen, Maria Viola; Mikkonen, Santtu; Timonen, Hilkka; Aurela, Minna; Barreira, Luis; Ihalainen, Mika; Saarikoski, Sanna; Rönkkö, Topi; Aakko-Saksa, Päivi; Jalava, Pasi. 2024. Environmental science : atmospheres. 4: 455-467 A1 Journal article (refereed), original research -
Eight-year Diet and Physical Activity Intervention Affects Serum Metabolites during Childhood & Adolescence: A Nonrandomized Controlled Trial
Zarei, Iman; Eloranta, Aino-Maija; Klåvus, Anton; Väistö, Juuso; Lehtonen, Marko; Mikkonen, Santtu; Koistinen, Ville M; Sallinen, Taisa; Haapala, Eero A; Lintu, Niina; Soininen, Sonja; Haikonen, Retu; Atalay, Mustafa; Schwab, Ursula; Auriola, Seppo; Kolehmainen, Marjukka; Hanhineva, Kati; Lakka, Timo A. 2024. iScience. 27: A1 Journal article (refereed), original research -
Impact of second victim distress on healthcare professionals' intent to leave, absenteeism and resilience: A mediation model of organizational support
Mahat, Sanu; Lehmusto, Helena; Rafferty, Anne Marie; Vehviläinen‐Julkunen, Katri; Mikkonen, Santtu; Härkänen, Marja. 2024. Journal of advanced nursing. [First published: 19 June 2024]: 1-13 A1 Journal article (refereed), original research -
Impact of three decades of warming, increased nutrient availability, and increased cloudiness on the fluxes of greenhouse gases and biogenic volatile organic compounds in a subarctic tundra heath
Ndah, Flobert A; Michelsen, Anders; Rinnan, Riikka; Maljanen, Marja; Mikkonen, Santtu; Kivimäenpää, Minna. 2024. Global change biology. 30: . e17416 A1 Journal article (refereed), original research -
Käyttäjien näkemykset sähköisistä potilasturvallisuuteen liittyvistä vaaratapahtumien ilmoitusjärjestelmistä
Koskiniemi, Saija; Syyrilä, Tiina; Mikkonen, Santtu; Hämeen-Anttila, Katri; Härkänen, Marja. 2024. Finnish Journal of eHealth and eWelfare. 16: 309-321 A1 Journal article (refereed), original research -
Long-term exposures to low concentrations of source-specific air pollution, road-traffic noise, and systemic inflammation and cardiovascular disease biomarkers
Allaouat, Sara; Yli-Tuomi, Tarja; Tiittanen, Pekka; Kukkonen, Jaakko; Kangas, Leena; Mikkonen, Santtu; Tiia, Ngandu; Jousilahti, Pekka; Siponen, Taina; Zeller, Tanja; Lanki, Timo. 2024. Environmental research. 262: A1 Journal article (refereed), original research -
Longitudinal associations of an exposome score with serum metabolites from childhood to adolescence
Healy, Darren R; Zarei, Iman; Mikkonen, Santtu; Soininen, Sonja; Viitasalo, Anna; Haapala, Eero A; Auriola, Seppo; Hanhineva, Kati; Kolehmainen, Marjukka; Lakka, Timo A. 2024. Communications biology. 7: . 890 A1 Journal article (refereed), original research -
Loss of collagen content is localized near cartilage lesions on the day of injurious loading and intensified on day 12
Hamada, Moustafa; Eskelinen, Atte SA; Florea, Cristina; Mikkonen, Santtu; Nieminen, Petteri; Grodzinsky, Alan J; Tanska, Petri; Korhonen, Rami K. 2024. Journal of orthopaedic research. 2025; 43: 70-83 A1 Journal article (refereed), original research -
Mittari ammattilaisten kokemien lääkehoidon kommunikaatiohaasteiden esiintymistiheyden mittaamiseen
Syyrilä, Tiina; Vehviläinen-Julkunen, Katri; Mikkonen, Santtu, Härkänen, Marja. 2024. Tampereen yliopisto abstract -
Organizational characteristics of nursing practice environments related to registered nurses’ professional autonomy and job satisfaction in two Finnish Magnet-aspiring hospitals: structural equation modeling study
Pursio, Katja; Kankkunen, Päivi; Mikkonen, Santtu; Kvist, Tarja. 2024. Bmc nursing. 23: . 100 A1 Journal article (refereed), original research -
Patient safety incident reporting software: A cross-sectional survey of nurses and other users' perspectives
Koskiniemi, Saija; Syyrilä, Tiina; Hämeen-Anttila, Katri; Mikkonen, Santtu; Manias, Elizabeth; Rafferty, Anne Marie; Franklin, Bryony Dean; Härkänen, Marja. 2024. Journal of advanced nursing. [First published: 11 August 2024]: 1-13 A1 Journal article (refereed), original research -
Prenatal Urban Environment and Blood Pressure Trajectories From Childhood to Early Adulthood
Gonçalves Soares, Ana; Santos, Susana; Seyve, Emie; Nedelec, Rozenn; Puhakka, Soile; Eloranta, Aino-Maija; Mikkonen, Santtu; Yuan, Wen Lun; Lawlor, Deborah A.; Heron, Jon; Vrijheid, Martine; Lepeule, Johanna; Nieuwenhuijsen, Mark; Fossati, Serena; Jaddoe, Vincent W.V.; Lakka, Timo; Sebert, Sylvain; Heude, Barbara; Felix, Janine F.; Elhakeem, Ahmed; Timpson, Nicholas J.. 2024. JACC : advances. 3: A1 Journal article (refereed), original research -
Resolving emission factors and formation pathways of organic gaseous compounds from residential combustion of European brown coal
Hartikainen, Anni H; Basnet, Satish; Yli-Pirilä, Pasi; Ihalainen, Mika; Talvinen, Sini; Tissari, Jarkko; Mikkonen, Santtu; Zimmermann, Ralf; Sippula, Olli. 2024. Combustion and flame. 265: . 113485 A1 Journal article (refereed), original research -
The role of social media in the professional sphere of Finnish registered dietitians
Liikkanen, Jade; Virtanen, Heli; Mikkonen, Santtu; Laitinen, Aija. 2024. Journal of human nutrition and dietetics. 37: 726-736 A1 Journal article (refereed), original research -
3-D T1 relaxation time measurements in an equine model of subtle post-traumatic osteoarthritis using MB-SWIFT
Pala, Swetha; Hänninen, Nina E; Mohammadi, Ali; Ebrahimi, Mohammadhossein; te Moller, Nikae CR; Brommer, Harold; René van Weeren, P; Mäkelä, Janne TA; Korhonen, Rami K; Afara, Isaac O; Töyräs, Juha; Mikkonen, Santtu; Nissi, Mikko J; Nykänen, Olli. 2023. Journal of orthopaedic research. 41: 2657-2666 A1 Journal article (refereed), original research -
Are active school transport and leisure-time physical activity associated with performance and wellbeing at secondary school? A population-based study
Jussila, Juuso J; Pulakka, Anna; Halonen, Jaana I; Salo, Paula; Allaouat, Sara; Mikkonen, Santtu; Lanki, Timo. 2023. European journal of public health. 33: 884-890 A1 Journal article (refereed), original research -
Association between active commuting and low-grade inflammation: a population-based cross-sectional study
Allaouat, Sara; Halonen, Jaana I; Jussila, Juuso J; Tiittanen, Pekka; Ervasti, Jenni; Ngandu, Tiia; Mikkonen, Santtu; Yli-Tuomi, Tarja; Jousilahti, Pekka; Lanki, Timo. 2023. European journal of public health. 2024; 34: 292-298 A1 Journal article (refereed), original research -
Associations of low levels of air pollution with cardiometabolic outcomes and the role of diet quality in individuals with obesity
Healy, Darren R; Kårlund, Anna; Mikkonen, Santtu; Puhakka, Soile; Karhunen, Leila; Kolehmainen, Marjukka. 2023. Environmental research. 2024; 242: A1 Journal article (refereed), original research -
Challenges and solutions in determining dilution ratios and emission factors from chase measurements of passenger vehicles
Leinonen, Ville; Olin, Miska; Martikainen, Sampsa; Karjalainen, Panu; Mikkonen, Santtu. 2023. Atmospheric measurement techniques. 16: 5075-5089 A1 Journal article (refereed), original research -
Changes in liver metabolic pathways demonstrate efficacy of the combined dietary and microbial therapeutic intervention in MASLD mouse model
Iannone, Valeria; Babu, Ambrin Farizah; Lok, Johnson; Gómez-Gallego, Carlos; D’Auria, Giuseppe; Vazquez-Uribe, Ruben; Vaaben, Troels Holger; Bongers, Mareike; Mikkonen, Santtu; Vaittinen, Maija; Tikkanen, Ida; Kettunen, Mikko; Klåvus, Anton; Sehgal, Ratika; Kaminska, Dorota; Pihlajamaki, Jussi; Hanhineva, Kati; El-Nezami, Hani; Alexander Sommer, Morten Otto; Kolehmainen, Marjukka. 2023. Molecular metabolism. 78: A1 Journal article (refereed), original research -
Engine preheating under real-world subfreezing conditions provides less than expected benefits to vehicle fuel economy and emission reduction for light-duty vehicles
Olin, Miska; Leinonen, Ville; Martikainen, Sampsa; Mäkinen, Ukko Ville; Oikarinen, Henri; Mikkonen, Santtu; Karjalainen, Panu. 2023. Applied energy. 351: . 121805 A1 Journal article (refereed), original research -
Finnish Version of the Specialist Outcomes and Barriers Analysis Scale
Wright, Mea Mirella Marjatta; Kvist, Tarja Anneli; Mikkonen, Santtu Juhani; Jokiniemi, Krista Susanna. 2023. Clinical nurse specialist. 37: 281-290 A1 Journal article (refereed), original research -
High Particle Number Emissions Determined with Robust Regression Plume Analysis (RRPA) from Hundreds of Vehicle Chases
Olin, Miska; Oikarinen, Henri; Marjanen, Petteri; Mikkonen, Santtu; Karjalainen, Panu. 2023. Environmental science and technology. 57: 8911-8920 A1 Journal article (refereed), original research -
Increase in summertime ambient temperature is associated with decreased sick leave risk in Helsinki, Finland
Lipponen, Anne H; Mikkonen, Santtu; Kollanus, Virpi; Tiittanen, Pekka; Lanki, Timo. 2023. Environmental research. 2024; 240: A1 Journal article (refereed), original research -
Measuring health professionals’ perceptions of communication contributing to medication incidents in hospitals - scale development and primary results of weekly perceived communication challenges
Syyrilä, Tiina; Vehviläinen-Julkunen, Katri; Mikkonen, Santtu; Härkänen, Marja. 2023. Bmc nursing. 22: . 285 A1 Journal article (refereed), original research -
Metabolic profiles reflect weight loss maintenance and the composition of diet after very-low-energy diet
Näätänen, Mari; Kårlund, Anna; Mikkonen, Santtu; Klåvus, Anton; Savolainen, Otto; Lehtonen, Marko; Karhunen, Leila; Hanhineva, Kati; Kolehmainen, Marjukka. 2023. Clinical nutrition. 42: 1126-1141 A1 Journal article (refereed), original research -
Nursing students’ genomics literacy: Basis for genomics nursing education course development
Parviainen, Anndra; Ward, Linda D; Halkoaho, Arja; Laing, Bobbi; Maguire, Jane; Palovaara, Marjo; Mandysova, Petra; Bacungan, Gabriel; Mamungay, Jima J; Sund, Reijo; Mikkonen, Santtu; Carlberg, Carsten; Vehviläinen-Julkunen, Katri. 2023. Teaching and learning in nursing. 18: 6-11 A1 Journal article (refereed), original research -
Real-world emissions of nanoparticles, particulate mass and black carbon from a plug-in hybrid vehicle compared to conventional gasoline vehicles
Karjalainen, P.; Leinonen, V.; Olin, M.; Vesisenaho, K.; Marjanen, P.; Järvinen, A.; Simonen, P.; Markkula, L.; Kuuluvainen, H.; Keskinen, J.; Mikkonen, S.. 2023. Environmental advances. 2024; 15: A1 Journal article (refereed), original research -
Refractive index of human articular cartilage varies with tissue structure and composition
Khan, Bilour; Nippolainen, Ervin; Shahini, Fatemeh; Torniainen, Jari; Mikkonen, Santtu; Nonappa, null; Popov, Alexey; Toyras, Juha; Afara, Isaac O.. 2023. Journal of the optical society of america a: optics image science and vision. 40: 2205-2214 A1 Journal article (refereed), original research -
Resilience, job satisfaction, intentions to leave nursing and quality of care among nurses during the COVID-19 pandemic – a questionnaire study
Sihvola, Saija; Nurmeksela, Anu; Mikkonen, Santtu; Peltokoski, Jaana; Kvist, Tarja. 2023. Bmc health services research. 23: . 632 A1 Journal article (refereed), original research -
Reumapotilaiden näkemyksiä biologisista lääkkeistä ja niiden lääkevaihdosta
Reponen, Sannamari; Pohjanoksa-Mäntylä, Marika; Rutanen, Jarno; Mikkonen, Santtu; Linden, Kari. 2023. Dosis. 39: 12-35 A1 Journal article (refereed), original research -
The Center of Excellence in Atmospheric Science (2002–2019) — from molecular and biological processes to the global climate
Lintunen, Anna; Aalto, Juho; Asmi, Ari; Aurela, Mika; Bäck, Jaana; Ehn, Mikael; Ezhova, Ekaterina; Hakola, Hannele; Hartonen, Kari; Heinonsalo, Jussi; Hellén, Heidi; Hölttä, Teemu; Jokinen, Tuija; Järvi, Leena; Järvinen, Heikki; Kangasluoma, Juha; Kerminen, Veli Matti; Kolari, Pasi; Köster, Kajar; Köster, Egle; Kulmala, Liisa; Kurten, Theo; Laaksonen, Ari; Lappalainen, Hanna K.; Laurila, Tuomas; Lehtipalo, Katrianne; Lihavainen, Heikki; Lohila, Annalea; Losoi, Mari; Mäkelä, Annikki; Makkonen, Ri. 2023. Boreal environment research. 28: 15-80 A1 Journal article (refereed), original research -
Association of summertime daily mean temperature and sick leaves among employees of the City of Helsinki, Finland
Lipponen, Anne H; Tiittanen, Pekka; Sohail, Hasan; Mikkonen, Santtu; Lanki, Timo. 2022. ISEE Conference Abstracts abstract -
Associations of diet quality, food consumption, eating frequency, and eating behaviour with dental caries experience in Finnish children: A 2-year longitudinal study
Virkkala, Veera; Eloranta, Aino-Maija; Suominen, Anna Liisa; Vierola, Anu; Ikävalko, Tiina; Väistö, Juuso; Mikkonen, Santtu; Methuen, Mirja; Schwab, Ursula; Viljakainen, Heli; Leinonen, Jukka; Närhi, Matti; Lakka, Timo A.. 2022. British journal of nutrition. [Published 08 August 2022]: 1-11 A1 Journal article (refereed), original research -
Associations of leisure‐time physical activity and active school transport with mental health outcomes: a population‐based study
Jussila, Juuso J; Pulakka, Anna; Ervasti, Jenni; Halonen, Jaana I; Mikkonen, Santtu; Allaouat, Sara; Salo, Paula; Lanki, Timo. 2022. Scandinavian journal of medicine and science in sports. 2023; 33: 670-681 A1 Journal article (refereed), original research -
Black carbon toxicity dependence on particle coating: Measurements with a novel cell exposure method
Hakkarainen, Henri; Salo, Laura; Mikkonen, Santtu; Saarikoski, Sanna; Aurela, Minna; Teinilä, Kimmo; Ihalainen, Mika; Martikainen, Sampsa; Marjanen, Petteri; Lepistö, Teemu; Kuittinen, Niina; Saarnio, Karri; Aakko-Saksa, Päivi; Pfeiffer, Tobias V.; Timonen, Hilkka; Rönkkö, Topi; Jalava, Pasi I.. 2022. Science of the total environment. 838: A1 Journal article (refereed), original research -
Comparison of particle number size distribution trends in ground measurements and climate models
Leinonen, Ville; Kokkola, Harri; Yli-Juuti, Taina; Mielonen, Tero; Kühn, Thomas; Nieminen, Tuomo; Heikkinen, Simo; Miinalainen, Tuuli; Bergman, Tommi; Carslaw, Ken; Decesari, Stefano; Fiebig, Markus; Hussein, Tareq; Kivekäs, Niku; Krejci, Radovan; Kulmala, Markku; Leskinen, Ari; Massling, Andreas; Mihalopoulos, Nikos; Mulcahy, Jane P.; Noe, Steffen M.; van Noije, Twan; O'Connor, Fiona M.; O'Dowd, Colin; Olivie, Dirk; Pernov, Jakob B.; Petäjä, Tuukka; Seland, Øyvind; Schulz, Michael; Scott, Cathe. 2022. Atmospheric chemistry and physics. 22: 12873-12905 A1 Journal article (refereed), original research -
Construct validity of Advanced Practice Role Delineation tool: A confirmatory factor analysis
Jokiniemi, Krista; Tervo‐Heikkinen, Tarja; Peltokoski, Jaana; Mikkonen, Santtu. 2022. International journal of nursing practice. 28: . e13064 A1 Journal article (refereed), original research -
Cyclic loading regime considered beneficial does not protect injured and interleukin-1-inflamed cartilage from post-traumatic osteoarthritis
Eskelinen, Atte SA; Florea, Cristina; Tanska, Petri; Hung, Han-Hwa K.; Frank, Eliot H.; Mikkonen, Santtu; Nieminen, Petteri; Julkunen, Petro; Grodzinsky, Alan J.; Korhonen, Rami K.. 2022. Journal of biomechanics. 141: A1 Journal article (refereed), original research -
Effect of cells on spatial quantification of proteoglycans in articular cartilage of small animals
Karjalainen, Kalle; Tanska, Petri; Sibole, Scott C; Mikkonen, Santtu; Herzog, Walter; Korhonen, Rami; Moo, Eng Kuan. 2022. Connective tissue research. 63: 603-614 A1 Journal article (refereed), original research -
Exploring Non-Linear Dependencies in Atmospheric Data with Mutual Information
Laarne, Petri; Amnell, Emil; Zaidan, Martha Arbayani; Mikkonen, Santtu; Nieminen, Tuomo. 2022. Atmosphere. 13: A1 Journal article (refereed), original research -
Implementation of food education in school environments improves pupils’ eating patterns and social participation in school dining
Laitinen, Aija L; Antikainen, Amma; Mikkonen, Santtu; Kähkönen, Kaisa; Talvia, Sanna; Varjonen, Silja; Paavola, Saila; Karhunen, Leila; Tilles-Tirkkonen, Tanja. 2022. Public health nutrition. 25: 3548-3558 A1 Journal article (refereed), original research -
Koronapandemian vaikutukset apteekin verkkopalvelun käyttöön : esimerkkinä Yliopiston Apteekki
Niemi, Matias; Pohjanoksa-Mäntylä, Marika; Mikkonen, Santtu; Linden, Kari . 2022. Dosis. 38: 398-422 A1 Journal article (refereed), original research -
Low temperature, cold spells, and cardiorespiratory hospital admissions in Helsinki, Finland
Sohail, Hasan; Kollanus, Virpi; Tiittanen, Pekka; Mikkonen, Santtu; Lipponen, Anne H.; Zhang, Siqi; Breitner, Susanne; Schneider, Alexandra; Lanki, Timo. 2022. Air quality atmosphere and health. 2023; 16: 213-220 A1 Journal article (refereed), original research -
Modeling atmospheric aging of small-scale wood combustion emissions: distinguishing causal effects from non-causal associations
Leinonen, Ville; Tiitta, Petri; Sippula, Olli; Czech, Hendryk; Leskinen, Ari; Isokääntä, Sini; Karvanen, Juha; Mikkonen, Santtu. 2022. Environmental science : atmospheres. 2: 1551-1567 A1 Journal article (refereed), original research -
Multivariate model-based investigation of the temperature dependence of ozone concentration in Finnish boreal forest
Isokääntä, Sini; Mikkonen, Santtu; Laurikainen, Maria; Buchholz, Angela; Schobesberger, Siegfried; Blande, James D.; Nieminen, Tuomo; Ylivinkka, Ilona; Bäck, Jaana; Petäjä, Tuukka; Kulmala, Markku; Yli-Juuti, Taina. 2022. Atmospheric environment. 289: A1 Journal article (refereed), original research -
Particle number, mass, and black carbon emissions from fuel-operated auxiliary heaters in real vehicle use
Oikarinen, Henri; Olin, Miska; Martikainen, Sampsa; Leinonen, Ville; Mikkonen, Santtu; Karjalainen, Panu. 2022. Atmospheric environment X. 16: A1 Journal article (refereed), original research -
Real-world effectiveness of digital and group-based lifestyle interventions as compared with usual care to reduce type 2 diabetes risk – A stop diabetes pragmatic randomised trial
Lakka, Timo A.; Aittola, Kirsikka; Järvelä-Reijonen, Elina; Tilles-Tirkkonen, Tanja; Männikkö, Reija; Lintu, Niina; Karhunen, Leila; Kolehmainen, Marjukka; Harjumaa, Marja; Mattila, Elina; Järvenpää, Riia; Ermes, Miikka; Mikkonen, Santtu; Martikainen, Janne; Poutanen, Kaisa; Schwab, Ursula; Absetz, Pilvikki; Lindström, Jaana; Pihlajamäki, Jussi. 2022. The Lancet regional health : Europe. 2023; 24: A1 Journal article (refereed), original research -
Suomalaisten kliinisen hoitotyön asiantuntijoiden osaaminen: Arviointi validoidulla ydinosaamismittarilla
Jokiniemi, Krista; Pietilä, Anna-Maija; Mikkonen, Santtu. 2022. Hoitotiede. 34: s27-s38 A1 Journal article (refereed), original research -
The effect of clouds and precipitation on the aerosol concentrations and composition in a boreal forest environment
Isokääntä, Sini; Kim, Paul; Mikkonen, Santtu; Kühn, Thomas; Kokkola, Harri; Yli-Juuti, Taina; Heikkinen, Liine; Luoma, Krista; Petäjä, Tuukka; Kipling, Zak; Partridge, Daniel; Virtanen, Annele. 2022. Atmospheric chemistry and physics. 22: 11823-11843 A1 Journal article (refereed), original research -
The effects of an 8-year individualised lifestyle intervention on food consumption and nutrient intake from childhood to adolescence: the PANIC Study
Sallinen, Taisa; Viitasalo, Anna; Lintu, Niina; Väistö, Juuso; Soininen, Sonja; Jalkanen, Henna; Haapala, Eero A.; Mikkonen, Santtu; Schwab, Ursula; Lakka, Timo A.; Eloranta, Aino-Maija. 2022. Journal of nutritional science. 11: A1 Journal article (refereed), original research -
The ‘Tasty School’ model is feasible for food education in primary schools
Laitinen, Aija Liisa; Antikainen, Amma; Mikkonen, Santtu; Kähkönen, Kaisa; Talvia, Sanna; Varjonen, Silja; Paavola, Saila; Karhunen, Leila; Tilles‐Tirkkonen, Tanja. 2022. Journal of human nutrition and dietetics. 2023; 36: 75-85 A1 Journal article (refereed), original research -
Validation of the Nurse Managers' Work Content Questionnaire and Factors―A Structural Equation Modeling Study
Nurmeksela, Anu; Mikkonen, Santtu; Kinnunen, Juha; Kvist, Tarja. 2022. Journal of nursing research. 30: . e245 A1 Journal article (refereed), original research -
Advanced practice role delineation within Finland: A comparative descriptive study
Jokiniemi, Krista; Heikkilä, Asta; Meriläinen, Merja; Junttila, Kristiina; Peltokoski, Jaana; Tervo-Heikkinen, Tarja; Mattila, Elina; Mikkonen, Santtu. 2021. Journal of advanced nursing. [Epub ahead of print 15 Oct 2021]: 1-11 A1 Journal article (refereed), original research -
Construct Validity of Clinical Nurse Specialist Core Competency Scale: An Exploratory Factor Analysis
Jokiniemi, Krista; Pietilä, Anna-Maija; Mikkonen, Santtu. 2021. Journal of clinical nursing. 30: 1863-1873 A1 Journal article (refereed), original research -
Core competencies of clinical nurse specialists: A comparison across three Nordic countries
Jokiniemi, K; Hølge-Hazelton, B; Kristofersson, GK; Frederiksen, K; Kilpatrick, K; Mikkonen, S. 2021. Journal of clinical nursing. 30: 3601-3610 A1 Journal article (refereed), original research -
Enhanced Eating Competence Is Associated with Improved Diet Quality and Cardiometabolic Profile in Finnish Adults with Increased Risk of Type 2 Diabetes
Aittola, Kirsikka; Karhunen, Leila; Männikkö, Reija; Järvelä-Reijonen, Elina; Mikkonen, Santtu; Absetz, Pilvikki; Kolehmainen, Marjukka; Schwab, Ursula; Harjumaa, Marja; Lindström, Jaana; Lakka, Timo; Tilles-Tirkkonen, Tanja; Pihlajamäki, Jussi. 2021. Nutrients. 13: 4030 A1 Journal article (refereed), original research -
Fuel-Operated Auxiliary Heaters Are a Major Additional Source of Vehicular Particulate Emissions in Cold Regions
Karjalainen, Panu; Nikka, Markus; Olin, Miska; Martikainen, Sampsa; Rostedt, Antti; Arffman, Anssi; Mikkonen, Santtu. 2021. Atmosphere. 12: 1105 A1 Journal article (refereed), original research -
Job Satisfaction and Generational Nursing Characteristics Among Registered Nurses in the United States, Italy, and Finland: Results of a Survey Study
Sanner-Stiehr, Ericka; Stevanin, Simone; Mikkonen, Santtu; Kvist, Tarja. 2021. Journal of nursing management. 29: 2364-2373 A1 Journal article (refereed), original research -
Observations on aerosol optical properties and scavenging during cloud events
Ruuskanen, Antti; Romakkaniemi, Sami; Kokkola, Harri; Arola, Antti; Mikkonen, Santtu; Portin, Harri; Virtanen, Annele; Lehtinen, Kari EJ; Komppula, Mika; Leskinen, Ari. 2021. Atmospheric chemistry and physics. 21: 1683-1695 A1 Journal article (refereed), original research -
Potential of Probiotic Frozen Blackcurrant Products: Consumer Preference, Physicochemical Characterization, and Cell Viability
Väkeväinen, Kati; Rinkinen, Noora; Willman, Roosa-Maria; Lappi, Jenni; Raninen, Kaisa; Karlund, Anna; Mikkonen, Santtu; Plumed-Ferrer, Carme; Kolehmainen, Marjukka. 2021. Foods. 10: 792 A1 Journal article (refereed), original research -
Relationships between nurse managers' work activities, nurses' job satisfaction, patient satisfaction, and medication errors at the unit level: a correlational study
Nurmeksela, Anu; Mikkonen, Santtu; Kinnunen, Juha; Kvist, Tarja. 2021. Bmc health services research. 21: 296 A1 Journal article (refereed), original research -
Significance of the organic aerosol driven climate feedback in the boreal area
Yli-Juuti, Taina; Mielonen, Tero; Heikkinen, Liine; Arola, Antti; Ehn, Mikael; Isokääntä, Sini; Keskinen, Helmi-Marja; Kulmala, Markku; Laakso, Anton; Lipponen, Antti; Luoma, Krista; Mikkonen, Santtu; Nieminen, Tuomo; Paasonen, Pauli; Petäjä, Tuukka; Romakkaniemi, Sami; Tonttila, Juha; Kokkola, Harri; Virtanen, Annele. 2021. Nature communications. 12: 5637 A1 Journal article (refereed), original research -
Subject-specific biomechanical analysis to estimate locations susceptible to osteoarthritis - Finite element modeling and MRI follow-up of ACL reconstructed patients
Bolcos, Paul O; Mononen, Mika E; Roach, Koren E; Tanaka, Matthew S; Suomalainen, Juha-Sampo; Mikkonen, Santtu; Nissi, Mikko J; Töyräs, Juha; Link, Thomas M; Souza, Richard B; Majumdar, Sharmila; Ma, C Benjamin; Li, Xiaojuan; Korhonen, Rami K. 2021. Journal of orthopaedic research. [ePub ahead of print 24 Nov 2021]: 1-12 A1 Journal article (refereed), original research -
A 2 year physical activity and dietary intervention attenuates the increase in insulin resistance in a general population of children: the PANIC study
Lakka, Timo A; Lintu, Niina; Väistö, Juuso; Viitasalo, Anna; Sallinen, Taisa; Haapala, Eero A; Tompuri, Tuomo T; Soininen, Sonja; Karjalainen, Panu; Schnurr, Theresia M; Mikkonen, Santtu; Atalay, Mustafa; Kilpeläinen, Tuomas O; Laitinen, Tomi; Laaksonen, David E; Savonen, Kai; Brage, Soren; Schwab, Ursula; Jääskeläinen, Jarmo; Lindi, Virpi; Eloranta, Aino-Maija. 2020. Diabetologia. 63: 2270-2281 A1 Journal article (refereed), original research -
Air quality intervention during the Nanjing youth olympic games altered PM sources, chemical composition, and toxicological responses
Rönkkö, TJ; Hirvonen, M-R; Happo, MS; Leskinen, A; Koponen, H; Mikkonen, S; Bauer, S; Ihantola, T; Hakkarainen, H; Miettinen, M; Orasche, J; Gu, C; Wang, Q; Jokiniemi, J; Sippula, O; Komppula, M; Jalava, PI. 2020. Environmental research. 185: 109360 A1 Journal article (refereed), original research -
Comparison of dimension reduction techniques in the analysis of mass spectrometry data
Isokääntä, Sini; Kari, Eetu; Buchholz, Angela; Hao, Liqing; Schobesberger, Siegfried; Virtanen, Annele; Mikkonen, Santtu. 2020. Atmospheric measurement techniques. 13: 2995-3022 A1 Journal article (refereed), original research -
Decennial time trends and diurnal patterns of particle number concentrations in a central European city between 2008 and 2018
Mikkonen, Santtu; Németh, Zoltán; Varga, Veronika; Weidinger, Tamás; Leinonen, Ville; Yli-Juuti, Taina; Salma, Imre. 2020. Atmospheric chemistry and physics. 20: 12247-12263 A1 Journal article (refereed), original research -
Statistical analysis of factors driving surface ozone variability over continental South Africa
Laban, Tracey Leah; Gideon Van Zyl, Pieter; Beukes, Johan Paul; Mikkonen, Santtu; Santana, Leonard; Josipovic, Miroslav; Vakkari, Ville; Thompson, Anne M; Kulmala, Markku; Laakso, Lauri. 2020. Journal of integrative environmental sciences. 17: 1-28 A1 Journal article (refereed), original research -
Technology Supporting Nursing at Homecare - Seems to Be Lacking
Kivekäs, Eija; Mikkonen, Santtu; Koponen, Samuli; Saranto, Kaija. Teoksessa: Värri, Alpo; Delgado, Jaime; Gallos, Parisis; Hägglund, Maria; Häyrinen, Kristiina; Kinnunen, Ulla-Mari; Pape-Haugaard, Louise B; Peltonen, Laura-Maria; Saranto, Kaija; Scott, Philip(toim.) , 2020. Integrated Citizen Centered Digital Health and Social Care. s. 97-101. IOS Press A4 Conference proceedings -
The effects of a 2-year physical activity and dietary intervention on plasma lipid concentrations in children: the PANIC Study
Eloranta, Aino-Maija; Sallinen, Taisa; Viitasalo, Anna; Lintu, Niina; Väistö, Juuso; Jalkanen, Henna; Tompuri, Tuomo T; Soininen, Sonja; Haapala, Eero A; Kiiskinen, Sanna; Schnurr, Theresia M; Kilpeläinen, Tuomas O; Mikkonen, Santtu; Savonen, Kai; Atalay, Mustafa; Brage, Soren; Laaksonen, David E; Lindi, Virpi; Ågren, Jyrki; Schwab, Ursula; et al. [incl. Jääskeläinen, Jarmo; Lakka, Timo]. 2020. European journal of nutrition. 2021; 60: 425-434 A1 Journal article (refereed), original research -
Good nurse-nurse collaboration implies high job satisfaction: A structural equation modelling approach
Ylitörmänen, Tuija; Turunen, Hannele; Mikkonen, Santtu; Kvist, Tarja. 2019. Nursing open. 6: 998-1005 A1 Journal article (refereed), original research -
Health Professionals' Perceptions of Information Quality in the Health Village Portal
Rosenlund, Milla; Kivekäs, Eija; Mikkonen, Santtu; Arvonen, Sirpa; Reponen, Jarmo; Saranto, Kaija. Teoksessa: Mantas, John; Hasman, Arie; Gallos, Parisis; Kolokathi, Aikaterini; Househ, Mowafa S; Liaskos, Joseph(toim.) , 2019. Health Informatics Vision: From Data via Information to Knowledge. s. 300-303. IOS Press A4 Conference proceedings -
Oxidative Capacity and Haemolytic Activity of Settled Dust from Moisture-Damaged Schools
Huttunen, K; Wlodarczyk, AJ; Tirkkonen, J; Mikkonen, S; Täubel, M; Krop, E; Jacobs, J; Pekkanen, J; Heederik, D; Zock, JP; Hyvärinen, A; Hirvonen, MR; Adams, R; Jones, T; Zimmermann, R; BéruBé, K. 2019. Indoor air. 29: 299-307 A1 Journal article (refereed), original research -
Patients' Use of Health Village Portal: The Central Role of Healthcare Professional Support
Kivekäs, E; Mikkonen, S; Saijonkari, M; Rosenlund, M; Lammintakanen, J; Jylhä, V; Liljamo, P; Arvonen, S; Saranto, K. Teoksessa: Mantas, John; Hasman, Arie; Gallos, Parisis; Kolokathi, Aikaterini; Househ, Mowafa S; Liaskos, Joseph(toim.) , 2019. Health Informatics Vision: From Data via Information to Knowledge. s. 150-153. IOS Press A4 Conference proceedings -
Psychometric validation of the Multidimensional Nursing Generations Questionnaire (MNGQ)
Stevanin, S; Mikkonen, S; Bressan, V; Vehviläinen-Julkunen, K; Kvist, T. 2019. Journal of advanced nursing. 75: 3147-3155 A1 Journal article (refereed), original research -
Technical note: Effects of uncertainties and number of data points on line fitting - a case study on new particle formation
Mikkonen, Santtu; Pitkänen, Mikko RA; Nieminen, Tuomo; Lipponen, Antti; Isokääntä, Sini; Arola, Antti; Lehtinen, Kari EJ. 2019. Atmospheric chemistry and physics. 19: 12531-12543 A1 Journal article (refereed), original research -
Time-resolved characterization of biotic stress emissions from Scots pines being fed upon by pine weevil by means of PTR-ToF-MS
Kari, Eetu; Faiola, Celia L; Isokääntä, Sini; Miettinen, Pasi; Yli-Pirilä, Pasi; Buchholz, Angela; Kivimäenpää, Minna; Mikkonen, Santtu; Holopainen, Jarmo K; Virtanen, Annele. 2019. Boreal environment research. 24: 25-49 A1 Journal article (refereed), original research -
100 years of atmospheric and marine observations at the Finnish Utö Island in the Baltic Sea
Laakso, Lauri; Mikkonen, Santtu; Drebs, Achim; Karjalainen, Anu; Pirinen, Pentti; Alenius, Pekka. 2018. Ocean science. 14: 617-632 A1 Journal article (refereed), original research -
Combined effects of boundary layer dynamics and atmospheric chemistry on aerosol composition during new particle formation periods
Hao, Liqing; Garmash, Olga; Ehn, Mikael; Miettinen, Pasi; Massoli, Paola; Mikkonen, Santtu; Jokinen, Tuija; Roldin, Pontus; Aalto, Pasi; Yli-Juuti, Taina; Joutsensaari, Jorma; Petäjä, Tuukka; Kulmala, Markku; Lehtinen, Kari E J; Worsnop, Douglas R; Virtanen, Annele. 2018. Atmospheric chemistry and physics. 18: 17705-17716 A1 Journal article (refereed), original research -
Comparison of elastic, viscoelastic and failure tensile material properties of knee ligaments and patellar tendon
Ristaniemi, Aapo; Stenroth, Lauri; Mikkonen, Santtu; Korhonen, Rami K. 2018. Journal of biomechanics. 79: 31-38 A1 Journal article (refereed), original research -
Identification of new particle formation events with deep learning
Joutsensaari, Jorma; Ozon, Matthew; Nieminen, Tuomo; Mikkonen, Santtu; Lähivaara, Timo; Decesari, Stefano; Facchini, M Cristina; Laaksonen, Ari; Lehtinen, Kari EJ. 2018. Atmospheric chemistry and physics. 18: 9597-9615 A1 Journal article (refereed), original research -
Near Infrared Spectroscopic Evaluation of Ligament and Tendon Biomechanical Properties
Torniainen, Jari; Ristaniemi, Aapo; Sarin, Jaakko K; Mikkonen, Santtu; Afara, Isaac O; Stenroth, Lauri; Korhonen, Rami K; Töyräs, Juha. 2018. Annals of biomedical engineering. 2019; 47: 213-222 A1 Journal article (refereed), original research -
PM2.5 concentration and composition in the urban air of Nanjing, China: Effects of emission control measures applied during the 2014 Youth Olympic Games
Miettinen, M; Leskinen, A; Abbaszade, G; Orasche, J; Sainio, M; Mikkonen, S; Koponen, H; Rönkkö, T; Ruusunen, J; Kuuspalo, K; Tiitta, P; Jalava, P; Hao, L; Fang, D; Wang, Q; Gu, C; Zhao, Y; Michalke, B; Schnelle-Kreis, J; Lehtinen, KE; et al.. 2018. Science of the total environment. 2019; 652: 1-18 A1 Journal article (refereed), original research -
Physicians' Estimates of Electronic Prescribing's Impact on Patient Safety and Quality of Care
Kivekäs, Eija; Mikkonen, Santtu; Borycki, Elizabeth; Ihantola, Sami; Saranto, Kaija. 2018. ACI Open. 2: e30-e40 A1 Journal article (refereed), original research -
Site-specific glycosaminoglycan content is better maintained in the pericellular matrix than the extracellular matrix in early post-traumatic osteoarthritis
Ojanen, SP; Finnilä, MAJ; Reunamo, AE; Ronkainen, AP; Mikkonen, S; Herzog, W; Saarakkala, S; Korhonen, RK. 2018. PLoS ONE. 13: e0196203 A1 Journal article (refereed), original research -
Working citizens' cross-sectoral preferences in England and Finland
Vuori, Jari; Kylänen, Marika; Mikkonen, Santtu. Teoksessa: Savignon, Andrea Bonomi; Gnan, Luca; Hinna, Alessandro; Monteduro, Fabio(toim.) , 2018. Cross-Sectoral Relations in the Delivery of Public Services. s. 79-93. Emerald A3 Book section, Chapters in research books -
Aerosol-landscape-cloud interaction : signatures of topography effect on cloud droplet formation
Romakkaniemi Sami, Maalick Zubair, Hellsten Antti, Ruuskanen Antti, Väisänen Olli, Ahmad Irshad, Tonttila Juha, Mikkonen Santtu, Komppula Mika, Kühn Thomas. 2017. Atmospheric chemistry and physics. 17: 7955-7964 A1 Journal article (refereed), original research -
The Impact of Information Culture on Patient Safety Outcomes
Jylhä V, Mikkonen S, Saranto K, Bates DW. 2017. Methods of information in medicine. 56: e30-e38 A1 Journal article (refereed), original research -
Artificial bias typically neglected in comparisons of uncertain atmospheric data
Pitkänen Mikko RA, Mikkonen Santtu, Lehtinen Kari EJ, Lipponen Antti, Arola Antti. 2016. Geophysical research letters. 43: 10003-10011 A1 Journal article (refereed), original research -
Herbivory by an outbreaking moth increases emissions of biogenic volatiles and leads to enhanced secondary organic aerosol formation capacity
Yli-Pirilä Pasi, Copolovici Lucian, Kännaste Astrid, Noe Steffen, Blande James D, Mikkonen Santtu, Klemola Tero, Pulkkinen Juha, Virtanen Annele, Laaksonen Ari, Joutsensaari Jorma, Niinemets Ülo, Holopainen Jarmo K. 2016. Environmental science and technology. 50: 11501-11510 A1 Journal article (refereed), original research -
Implementation of state-of-the-art ternary new-particle formation scheme to the regional chemical transport model PMCAMx-UF in Europe
Baranizadeh Elham, Murphy Benjamin N, Julin Jan, Falahat Saeed, Reddington Carly L, Arola Antti, Ahlm Lars, Mikkonen Santtu, Fountoukis Christos, Patoulias David, Minikin Andreas, Hamburger Thomas, Laaksonen Ari, Pandis Spyros N, Vehkamäki Hanna, Lehtinen Kari EJ, Riipinen Ilona. 2016. Geoscientific model development. 9: 2741-2754 A1 Journal article (refereed), original research -
Phase state of ambient aerosol linked with water uptake and chemical aging in the southeastern US
Pajunoja Aki, Hu Weiwei, Leong Yu J, Taylor Nathan F, Miettinen Pasi, Palm Brett B, Mikkonen Santtu, Collins Don R, Jimenez Jose L, Virtanen Annele. 2016. Atmospheric chemistry and physics. 16: 11163-11176 A1 Journal article (refereed), original research -
Retrieval of aerosol optical depth from surface solar radiation measurements using machine learning algorithms, non-linear regression and a radiative transfer-based look-up table
Huttunen Jani, Kokkola Harri, Mielonen Tero, Mononen Mika Esa Juhani, Lipponen Antti, Reunanen Juha, Lindfors Anders Vilhelm, Mikkonen Santtu, Lehtinen Kari Erkki Juhani, Kouremeti Natalia, Bais Alkiviadis, Niska Harri, Arola Antti. 2016. Atmospheric chemistry and physics. 16: 8181-8191 A1 Journal article (refereed), original research -
Structure-function relationships of human meniscus
Danso EK, Oinas JM, Saarakkala S, Mikkonen S, Töyräs J, Korhonen RK. 2016. Journal of the mechanical behavior of biomedical materials. 67: 51-60 A1 Journal article (refereed), original research -
Biotic stress accelerates formation of climate-relevant aerosols in boreal forests
Joutsensaari J, Yli-Pirilä P, Korhonen H, Arola A, Blande JD, Heijari J, Kivimäenpää M, Mikkonen S, Hao L, Miettinen P, Lyytikäinen-Saarenmaa, Faiola CL, Laaksonen A, Holopainen JK. 2015. Atmospheric chemistry and physics. 15: 12139-12157 A1 Journal article (refereed), original research -
Inflammatory potential in relation to the microbial content of settled dust samples collected from moisture-damaged and reference schools: results of HITEA study
Huttunen K, Tirkkonen J, Täubel M, Krop E, Mikkonen S, Pekkanen J, Heederik D, Zock J-P, Hyvärinen A, Hirvonen M-R. 2015. Indoor air. 2016; 26: 380-90 A1 Journal article (refereed), original research -
A global process-based study of marine CCN trends and variability
Dunne Eimear M, Mikkonen Santtu, Kokkola Harri, Korhonen Hannele. 2014. Atmospheric chemistry and physics. 14: 13631-13642 A1 Journal article (refereed), original research -
Analysis of nucleation events in the European boundary layer using the regional aerosol-climate model REMO-HAM with a solar radiation-driven OH-proxy
Pietikäinen Joni-Pekka, Mikkonen Santtu, Hamed Amar, Hienola Anca I, Birmili Wolfram, Kulmala Markku, and Laaksonen Ari. 2014. Atmospheric chemistry and physics. 14: 11711-11729 A1 Journal article (refereed), original research -
Climate impacts of changing aerosol emissions since 1996
Kühn Thomas, Partanen Antti-Ilari, Laakso Anton, Lu Z, Bergman Tommi, Mikkonen Santtu, Kokkola Harri, Korhonen Hannele, Räisänen Petri, Streets D G, Romakkaniemi Sami, Laaksonen Ari. 2014. Geophysical research letters. 41: 4711-4718 A1 Journal article (refereed), original research -
Effect of water vapor on the determination of aerosol direct radiative effect based on the AERONET fluxes
Huttunen Jani, Arola Antti, Myhre Gunnar, Lindfors Anders V, Mielonen Tero, Mikkonen Santtu, Schafer Joel S, Tripathi S N, Wild M, Komppula Mika, and Lehtinen Kari E J. 2014. Atmospheric chemistry and physics. 14: 6103-6110 A1 Journal article (refereed), original research -
Inhaled silica-coated TiO2 nanoparticles induced airway irritation, airflow limitation and inflammation in mice
Leppänen Maija, Korpi Anne, Mikkonen Santtu, Yli-Pirilä Pasi, Lehto Maili, Pylkkänen Lea, Wolff Henrik, Kosma Veli-Matti, Alenius Harri, Joutsensaari Jorma, Pasanen Pertti. 2014. Nanotoxicology. 2015; 9: 210-218 A1 Journal article (refereed), original research -
Role of microbial and chemical composition in toxicological properties of indoor and outdoor air particulate matter
Happo Mikko S, Sippula Olli, Jalava Pasi I, Rintala Helena, Leskinen Ari, Komppula Mika, Kuuspalo Kari, Mikkonen Santtu, Lehtinen Kari, Jokiniemi Jorma, Hirvonen Marja-Riitta. 2014. Particle and fibre toxicology. 11: 1-18 A1 Journal article (refereed), original research -
Site-dependent changes in structure and function of lapine articular cartilage 4 weeks after anterior cruciate ligament transection.
Mäkelä JTA, Rezaeian ZS, Mikkonen S, Madden R, Han S-K, Jurvelin JS, Herzog W, Korhonen RK.. 2014. Osteoarthritis and cartilage. 22: 869-878 A1 Journal article (refereed), original research -
The comprehensive health care orientation process indicators explain hospital organisation's attractiveness: a Bayesian analysis of newly hired nurse and physician survey data
Peltokoski Jaana, Vehviläinen-Julkunen Katri, Pitkäaho Taina, Mikkonen Santtu, Miettinen Merja. 2014. Journal of nursing management. 2015; 23: 954-962 A1 Journal article (refereed), original research -
The effect of cloudiness on new-particle formation: investigation of radiation levels
Baranizadeh Elham, Arola Antti, Hamed Amar, Nieminen Tuomo, Mikkonen Santtu, Virtanen Annele, Kulmala Markku, Lehtinen Kari, Laaksonen Ari. 2014. Boreal environment research. 19: 343-354 A1 Journal article (refereed), original research -
The third Pallas Cloud Experiment: Consistency between the aerosol hygroscopic growth and CCN activity
Jaatinen Antti, Romakkaniemi Sami, Anttila Tatu, Hyvärinen Antti-Pekka, Hao Liqing, Kortelainen Aki, Miettinen Pasi, Mikkonen Santtu, Smith James N, Virtanen Annele, Laaksonen Ari. 2014. Boreal environment research. 19: 368-382 A1 Journal article (refereed), original research -
Trends in the average temperature in Finland, 1847-2013
Mikkonen Santtu, Laine Marko, Mäkelä Hanna M, Gregow Hilppa, Tuomenvirta Heikki, Lahtinen Matti, Laaksonen Ari. 2014. Stochastic environmental research and risk assessment. 29: 1521-1529 A1 Journal article (refereed), original research -
Long-term measurements of cloud droplet concentrations and aerosol-cloud interactions in continental boundary layer clouds
Ahmad Irshad, Mielonen Tero, Grosvenor Daniel P, Portin Harri J, Arola Antti, Mikkonen Santtu, Kühn Thomas, Leskinen Ari, Joutsensaari Jorma, Komppula Mika, Lehtinen Kari EJ, Laaksonen Ari, Romakkaniemi Sami. 2013. Tellus series b: chemical and physical meteorology. 65: 20138 A1 Journal article (refereed), original research -
Trends in wind speeds affect atmospheric aerosol
Dunne Eimear M, Mikkonen Santtu, Rap Alexandru, Korhonen Hannele. Teoksessa: DeMott, Paul J and O'Dowd, Colin D(toim.) , 2013. NUCLEATION AND ATMOSPHERIC AEROSOLS: 19th International Conference. s. 508-510. American Institute of Physics A4 Conference proceedings -
Detecting random error in the cloud droplet probe measurement time series
Mikkonen Santtu, Portin Harri, Komppula Mika, Laaksonen Ari, Romakkaniemi Sami. Teoksessa: Markku Kulmala, Hanna K. Lappalainen, Michael Boy, Magdalena Brus and Tuomo Nieminen(toim.) , 2012. Proceedings of Finnish Center of Excellence in 'Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change', and Nordic Center of Excellence in 'Cryosphere-Atmosphere Interactions in a Changing Arctic Climate' Annual Meetings 2012. s. 479-480. A4 Conference proceedings -
A statistical proxy for sulphuric acid concentration
Mikkonen Santtu, Romakkaniemi Sami, Smith James N, Korhonen Hannele, Petäjä Tuukka, Plass-Duelmer Christian, Boy Michael, McMurry Peter H, Lehtinen Kari EJ, Joutsensaari Jorma, Hamed Amar, Mauldin III RL, Birmili Wolfram, Spindler Gerald, Arnold Frank, Kulmala Markku, Laaksonen Ari. 2011. Atmospheric chemistry and physics. 11: 11319-11334 A1 Journal article (refereed), original research -
Meteorological and trace gas factors affecting the number concentration of atmospheric Aitken (Dp = 50 nm) particles in the continental boundary layer: parameterization using a multivariate mixed effects model
Mikkonen Santtu, Korhonen H,annele Romakkaniemi Sami, Smith James, Joutsensaari Jorma, Lehtinen Kari EJ, Hamed Amar, Breider TJ, Birmili W, Spindler G, Plass-Duelmer C, Facchini MC & Laaksonen Ari. 2011. Geoscientific model development. 4: 1-13 A1 Journal article (refereed), original research -
Aerosol climate feedback due to decadal increases in southern hemisphere wind speeds
Korhonen H, Carslaw KS, Forster PM, Mikkonen S, Gordon ND & Kokkola H. 2010. Geophysical research letters. 37: L02805 A1 Journal article (refereed), original research -
A comparison of new particle formation events in the boundary layer at three different sites in Europe
Jaatinen A, Hamed A, Joutsensaari J, Mikkonen S, Birmili W, Wehner B, Spindler G, Wiedensohler A, Decesari S, Mircea M, Facchini MC, Junninen H, Kulmala M, Lehtinen KEJ, Laaksonen A. 2009. Boreal environment research. 14: 481-498 A1 Journal article (refereed), original research -
Large increase of ccn from sea spray due to wind speed change in the southern ocean
Korhonen H, Carslaw KS, Mikkonen S, Kokkola H. Teoksessa: Kulmala M, Bäck J, Nieminen T, Lauri A(toim.) , 2009. Proceedings of the Finnish Center of Excellence and Graduate School in Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change Annual Workshop. s. 193-196. A4 Conference proceedings -
Nucleation events in a polluted continental boundary layers as a source of CCN
Hamed A, Joutsensaari J, Mikkonen S, Wehner B, Birmili W, Tuch T, Spindler G, Wiedensohler A, Decesari S, Mircea M, Fuzzi S, Facchini MC, Laaksonen A. Teoksessa: Kulmala M, Bäck J, Nieminen T, Lauri A(toim.) , 2009. Proceedings of the Finnish Center of Excellence and Graduate School in Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change Annual Workshop. s. 121-124. A4 Conference proceedings -
Statistical analysis of factors affecting to the number concentration of atmospheric aerosols in two polluted areas
Mikkonen S, Lehtinen KEJ, Romakkaniemi S, Joutsensaari J, Hamed A, Laaksonen A. Teoksessa: Kulmala M, Bäck J, Nieminen T, Lauri A(toim.) , 2009. Proceedings of the Finnish Center of Excellence and Graduate School in Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change Annual Workshop. s. 303-306. A4 Conference proceedings -
The applicability of three different nucleation event day prediction methods at three measurement sites in Europe
Jaatinen A, Hamed A, Joutsensaari J, Mikkonen S, Birmili W, Wehner B, Spindler G, Wiedensohler A, Decesari S, Mircea M, Facchini MC, Junninen H, Kulmala M, Lehtinen KEJ, Laaksonen A. Teoksessa: Kulmala M, Bäck J, Nieminen T, Lauri A(toim.) , 2009. Proceedings of the Finnish Center of Excellence and Graduate School in Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change Annual Workshop. s. 151-155. A4 Conference proceedings -
A comparison of new particle formation events in Eastern Germany and in Northern Italy on a three-year analysis
Hamed A, Mikkonen S, Joutsensaari J, Lehtinen KEJ, Jaatinen A, Wehner B, Birmili W, Wiedensohler A, Cavalli F, Decesari S, Mircea M, Fuzzi S, Facchini MC, Laaksonen A. 2008. Report series in aerosol science. : 37-39 D1 Article in a trade journal -
A linear mixed model with temporal covariance structures in modelling catch per unit effort of Baltic herring
Mikkonen S, Rahikainen M, Virtanen J, Lehtonen R, Kuikka S, Ahvonen A. 2008. Ices journal of marine science. 65: 1645-1654 A1 Journal article (refereed), original research -
Finding factors affecting to the number concentration of atmospheric aerosol with advanced statistical methods
Mikkonen S, Lehtinen KEJ, Hamed A, Joutsensaari J, Laaksonen A. Teoksessa: (toim.) , 2008. NOSA Aerosol Symposium. s. 77-78. A4 Conference proceedings -
New particle formation events in Northern Italy based on a three-year analysis
Mikkonen S, Hamed A, Lehtinen KEJ, Joutsensaari J, Jaatinen A, Sogacheva L, Facchini MC, Laaksonen A. Teoksessa: Markku Kulmala, Jaana Bäck, and Martta Salonen(toim.) , 2008. Proceedings of the Nordic Center of Excellence BACCI ( Biosphere-Atmosphere-Cloud-Climate Interactions) and the Finnish Center of Excellence``Research Unit on Physics, Chemistry, and Biology of Atmospheric Composition and Climate Change``. s. 158-161. A3 Book section, Chapters in research books -
SO2 oxidation products other than H2SO4 as a trigger of new particle formation. Part 2: Comparison of ambient and laboratory measurements, and atmospheric implications
Laaksonen A, Kulmala M, Berndt T, Stratmann F, Mikkonen S, Ruuskanen A, Lehtinen KEJ, Dal Maso M, Aalto P, Petäjä T, Riipinen I, Sihto S-L, Janson R, Arnold F, Hanke M, Ücker J, Umann B, Sellegri K, O¿Dowd CD, Viisanen Y. 2008. Atmospheric chemistry and physics. 8: 7255-7264, 2008 A1 Journal article (refereed), original research -
The role of VOC oxidation products in continental new particle formation
Laaksonen A, Kulmala M, O`Dowd CD, Joutsensaari J, Vaattovaara P, Mikkonen S, Lehtinen KEJ, Sogacheva L, Dal Maso M, Aalto P, Petäjä T, Sogachev A, Yoon YJ, Lihavainen H, Nilsson D, Facchini MC. 2008. Atmospheric chemistry and physics. 8: 2657-2665 A1 Journal article (refereed), original research -
Analysing the number concentration of 50 nm particles with multivariate mixed effects model
Mikkonen S, Lehtinen KEJ, Hamed A, Joutsensaari J, Laaksonen A. Teoksessa: Colin O'Dowd and Paul Wagner(toim.) , 2007. Nucleation and Atmospheric Aerosols, Proceedings of the 17th international ICNAA Conference. s. 1008-1012. Springer A4 Conference proceedings -
The role of VOC oxidation products in continental new particle formation
Laaksonen A, Kulmala M, O'Dowd CD, Joutsensaari J, Vaattovaara P, Mikkonen S, Lehtinen KEJ, Sogacheva L, Dal Maso M, Aalto P, Petäjä T, Sogachev A, Yoon YJ, Lihavainen H, Nilsson D, Facchini MC, Cavalli F, Fuzzi S, Hoffmann T, Arnold F, Hanke M, Sellegri K, Umann B, Junkermann W, Coe H, Allan JD, Rami Alfarra M, Worsnop DR, Riekkola M-L, Hyötyläinen T, Viisanen Y. 2007. ATMOSPHERIC CHEMISTRY AND PHYSICS DISCUSSIONS. 7: 7819-7841 A1 Journal article (refereed), original research -
Weekly precipitation cycles? Lack of evidence from United States surface stations
Schultz DM, Mikkonen S, Laaksonen A, Richman MB. 2007. Geophysical research letters. 34: 4 s A1 Journal article (refereed), original research -
Nucleation and growth of new particles in Po Valley, Italy
Hamed A, Joutsensaari J, Mikkonen S, Sogacheva L, Dal Maso M, Kulmala M, Cavalli F, Fuzzi S, Facchini MC, Decesari S, Mircea M, Lehtinen KEJ, Laaksonen A. 2006. ATMOSPHERIC CHEMISTRY AND PHYSICS DISCUSSIONS. 6: 9603-9653 A1 Journal article (refereed), original research -
Using discriminant analysis as a nucleation event classification method
Mikkonen S, Lehtinen KEJ, Hamed A, Joutsensaari J, Facchini MC, Laaksonen A. 2006. Atmospheric chemistry and physics. 6: 5549-5557 A1 Journal article (refereed), original research