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DOI10.5194/acp-20-5945-2020
Insights into atmospheric oxidation processes by performing factor analyses on subranges of mass spectra
Zhang, Yanjun1; Perakyla, Otso1; Yan, Chao1; Heikkinen, Liine1; Aijala, Mikko1; Daellenbach, Kaspar R.1; Zha, Qiaozhi1; Riva, Matthieu1,2; Garmash, Olga1; Junninen, Heikki1,3; Paatero, Pentti1; Worsnop, Douglas1,4; Ehn, Mikael1
2020-05-19
发表期刊ATMOSPHERIC CHEMISTRY AND PHYSICS
ISSN1680-7316
EISSN1680-7324
出版年2020
卷号20期号:10页码:5945-5961
文章类型Article
语种英语
国家Finland; France; Estonia; USA
英文摘要

Our understanding of atmospheric oxidation chemistry has improved significantly in recent years, greatly facilitated by developments in mass spectrometry. The generated mass spectra typically contain vast amounts of information on atmospheric sources and processes, but the identification and quantification of these is hampered by the wealth of data to analyze. The implementation of factor analysis techniques have greatly facilitated this analysis, yet many atmospheric processes still remain poorly understood. Here, we present new insights into highly oxygenated products from monoterpene oxidation, measured by chemical ionization mass spectrometry, at a boreal forest site in Finland in autumn 2016. Our primary focus was on the formation of accretion products, i.e., dimers. We identified the formation of daytime dimers, with a diurnal peak at noontime, despite high nitric oxide (NO) concentrations typically expected to inhibit dimer formation. These dimers may play an important role in new particle formation events that are often observed in the forest. In addition, dimers identified as combined products of NO3 and O-3 oxidation of monoterpenes were also found to be a large source of low-volatility vapors at night. This highlights the complexity of atmospheric oxidation chemistry and the need for future laboratory studies on multi-oxidant systems. These two processes could not have been separated without the new analysis approach deployed in our study, where we applied binned positive matrix factorization (binPMF) on subranges of the mass spectra rather than the traditional approach where the entire mass spectrum is included for PMF analysis. In addition to the main findings listed above, several other benefits compared to traditional methods were found.


领域地球科学
收录类别SCI-E
WOS记录号WOS:000537120000003
WOS关键词POSITIVE MATRIX FACTORIZATION ; VOLATILE ORGANIC-COMPOUNDS ; SOURCE APPORTIONMENT ; AEROSOL FORMATION ; ALPHA-PINENE ; MULTILINEAR ENGINE ; PARTICLE FORMATION ; NO3 ; RADICALS ; MODEL
WOS类目Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/267543
专题地球科学
作者单位1.Univ Helsinki, Fac Sci, Inst Atmospher & Earth Syst Res Phys, Helsinki 00014, Finland;
2.Univ Claude Bernard Lyon 1, Univ Lyon, CNRS, IRCELYON, F-69626 Villeurbanne, France;
3.Univ Tartu, Inst Phys, EE-50090 Tartu, Estonia;
4.Aerodyne Res Inc, Billerica, MA 01821 USA
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Zhang, Yanjun,Perakyla, Otso,Yan, Chao,et al. Insights into atmospheric oxidation processes by performing factor analyses on subranges of mass spectra[J]. ATMOSPHERIC CHEMISTRY AND PHYSICS,2020,20(10):5945-5961.
APA Zhang, Yanjun.,Perakyla, Otso.,Yan, Chao.,Heikkinen, Liine.,Aijala, Mikko.,...&Ehn, Mikael.(2020).Insights into atmospheric oxidation processes by performing factor analyses on subranges of mass spectra.ATMOSPHERIC CHEMISTRY AND PHYSICS,20(10),5945-5961.
MLA Zhang, Yanjun,et al."Insights into atmospheric oxidation processes by performing factor analyses on subranges of mass spectra".ATMOSPHERIC CHEMISTRY AND PHYSICS 20.10(2020):5945-5961.
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