Articles | Volume 6, issue 12
https://doi.org/10.5194/acp-6-5549-2006
© Author(s) 2006. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
https://doi.org/10.5194/acp-6-5549-2006
© Author(s) 2006. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
11 Dec 2006
11 Dec 2006
Using discriminant analysis as a nucleation event classification method
S. Mikkonen
Department of Physics, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland
K. E. J. Lehtinen
Department of Physics, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland
Finnish meteorological institute, Kuopio Unit, P.O. Box 1627, 70210 Kuopio, Finland
A. Hamed
Department of Physics, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland
J. Joutsensaari
Department of Environmental Sciences, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland
M. C. Facchini
Istituto di Scienze dell'Atmosfera e del Clima – CNR, Italy Via Gobetti 101, 40 129 Bologna, Italy
A. Laaksonen
Department of Physics, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland
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Cited
17 citations as recorded by crossref.
- A statistical proxy for sulphuric acid concentration S. Mikkonen et al. 10.5194/acp-11-11319-2011
- Nucleation and growth of new particles in Po Valley, Italy A. Hamed et al. 10.5194/acp-7-355-2007
- Meteorological and trace gas factors affecting the number concentration of atmospheric Aitken (<i>D</i><sub>p</sub> = 50 nm) particles in the continental boundary layer: parameterization using a multivariate mixed effects model S. Mikkonen et al. 10.5194/gmd-4-1-2011
- Contribution of mixing in the ABL to new particle formation based on observations J. Lauros et al. 10.5194/acp-7-4781-2007
- High occurrence of new particle formation events at the Maïdo high-altitude observatory (2150 m), Réunion (Indian Ocean) B. Foucart et al. 10.5194/acp-18-9243-2018
- Different characteristics of new particle formation between urban and deciduous forest sites in Northern Japan during the summers of 2010–2011 J. Jung et al. 10.5194/acp-13-51-2013
- Decennial time trends and diurnal patterns of particle number concentrations in a central European city between 2008 and 2018 S. Mikkonen et al. 10.5194/acp-20-12247-2020
- Exploring non-linear associations between atmospheric new-particle formation and ambient variables: a mutual information approach M. Zaidan et al. 10.5194/acp-18-12699-2018
- Atmospheric new particle formation and growth: review of field observations V. Kerminen et al. 10.1088/1748-9326/aadf3c
- The role of relative humidity in continental new particle formation A. Hamed et al. 10.1029/2010JD014186
- Influence of vegetation on occurrence and time distributions of regional new aerosol particle formation and growth I. Salma et al. 10.5194/acp-21-2861-2021
- Identification of new particle formation events with deep learning J. Joutsensaari et al. 10.5194/acp-18-9597-2018
- Links between two different types of spectra of charged nanometer aerosol particles A. Luts et al. 10.1016/j.atmosres.2010.10.025
- Evolution of size-segregated aerosol concentration in NW Spain: A two-step classification to identify new particle formation events C. Blanco-Alegre et al. 10.1016/j.jenvman.2021.114232
- Application of linear discriminant analysis to the study of dew chemistry on the basis of samples collected in Poland (2004–2005) K. Klimaszewska et al. 10.2478/s11532-008-0082-8
- Multivariate exploration and classification applied to the chemical composition of spring waters in sanctuary forest areas A. Astel et al. 10.1080/03067310802635588
- Effect of Environmental Conditions on Chemical Profile of Stream Water in Sanctuary Forest Area A. Astel et al. 10.1007/s11270-008-9733-9
14 citations as recorded by crossref.
- A statistical proxy for sulphuric acid concentration S. Mikkonen et al. 10.5194/acp-11-11319-2011
- Nucleation and growth of new particles in Po Valley, Italy A. Hamed et al. 10.5194/acp-7-355-2007
- Meteorological and trace gas factors affecting the number concentration of atmospheric Aitken (<i>D</i><sub>p</sub> = 50 nm) particles in the continental boundary layer: parameterization using a multivariate mixed effects model S. Mikkonen et al. 10.5194/gmd-4-1-2011
- Contribution of mixing in the ABL to new particle formation based on observations J. Lauros et al. 10.5194/acp-7-4781-2007
- High occurrence of new particle formation events at the Maïdo high-altitude observatory (2150 m), Réunion (Indian Ocean) B. Foucart et al. 10.5194/acp-18-9243-2018
- Different characteristics of new particle formation between urban and deciduous forest sites in Northern Japan during the summers of 2010–2011 J. Jung et al. 10.5194/acp-13-51-2013
- Decennial time trends and diurnal patterns of particle number concentrations in a central European city between 2008 and 2018 S. Mikkonen et al. 10.5194/acp-20-12247-2020
- Exploring non-linear associations between atmospheric new-particle formation and ambient variables: a mutual information approach M. Zaidan et al. 10.5194/acp-18-12699-2018
- Atmospheric new particle formation and growth: review of field observations V. Kerminen et al. 10.1088/1748-9326/aadf3c
- The role of relative humidity in continental new particle formation A. Hamed et al. 10.1029/2010JD014186
- Influence of vegetation on occurrence and time distributions of regional new aerosol particle formation and growth I. Salma et al. 10.5194/acp-21-2861-2021
- Identification of new particle formation events with deep learning J. Joutsensaari et al. 10.5194/acp-18-9597-2018
- Links between two different types of spectra of charged nanometer aerosol particles A. Luts et al. 10.1016/j.atmosres.2010.10.025
- Evolution of size-segregated aerosol concentration in NW Spain: A two-step classification to identify new particle formation events C. Blanco-Alegre et al. 10.1016/j.jenvman.2021.114232
3 citations as recorded by crossref.
- Application of linear discriminant analysis to the study of dew chemistry on the basis of samples collected in Poland (2004–2005) K. Klimaszewska et al. 10.2478/s11532-008-0082-8
- Multivariate exploration and classification applied to the chemical composition of spring waters in sanctuary forest areas A. Astel et al. 10.1080/03067310802635588
- Effect of Environmental Conditions on Chemical Profile of Stream Water in Sanctuary Forest Area A. Astel et al. 10.1007/s11270-008-9733-9
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