Application of fuzzy c-means clustering for analysis of chemical ionization mass spectra: insights into the gas phase chemistry of NO3-initiated oxidation of isoprene

Oxidation of volatile organic compounds (VOCs) can lead to the formation of secondary organic aerosol (SOA), a significant component of atmospheric fine particles, which can affect air quality, human health, and climate change. However, the current understanding of the formation mechanism of SOA is...

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Bibliographic Details
Published in:	Atmospheric measurement techniques Vol. 17; no. 6; pp. 1811 - 1835
Main Authors:	Wu, Rongrong, Zorn, Sören R, Kang, Sungah, Kiendler-Scharr, Astrid, Wahner, Andreas, Mentel, Thomas F
Format:	Journal Article
Language:	English
Published:	Katlenburg-Lindau Copernicus GmbH 28.03.2024 Copernicus Publications
Subjects:	Aerosols Air pollution Air quality Algorithms Atmospheric sciences Chemical properties Chemical reactions Chemicophysical properties Chemistry Climate and health Climate change Clustering Complexity Data analysis Datasets Detection Investigations Ionization Isomers Isoprene Mass spectra Mass spectrometry Mass spectroscopy Methods Nitrates Organic chemistry Organic compounds Outdoor air quality Oxidation Parameterization Scientific imaging Secondary aerosols Valence Vapor phases Variables VOCs Volatile organic compounds
ISSN:	1867-1381, 1867-8548
Online Access:	Get full text
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