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Title: Beyond single particle mass spectrometry: multidimensional characterisation of individual aerosol particles

Abstract

The behavior of small aerosol particles depends on a number of their physical and chemical properties, many of which are strongly coupled. The size, internal composition, density, shape, morphology, hygroscopicity, index of refraction, activity as cloud condensation nuclei and ice nuclei, and other attributes of individual particles - all play a role in determining particle properties and their impacts. The traditional particle characterization approaches rely on separate parallel measurements that average over an ensemble of particles of different sizes and/or compositions and later attempt to draw correlations between them. As a result such studies overlook critical differences between particles and bulk and miss the fact that individual particles often exhibit major differences. Here we review the recently developed methods to simultaneously measure in-situ and in real time several of the attributes for individual particles using single particle mass spectrometer, SPLAT or its second generation SPLAT II. We also discuss novel approaches developed for classification, visualization and mining of large datasets produced by the multidimensional single particle characterization.

Authors:
;
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab. (EMSL)
Sponsoring Org.:
USDOE
OSTI Identifier:
965584
Report Number(s):
PNNL-SA-65908
Journal ID: ISSN 0144-235X; IRPCDL; 19836; 25632; KC0302020; TRN: US0903654
DOE Contract Number:  
AC05-76RL01830
Resource Type:
Journal Article
Journal Name:
International Reviews in Physical Chemistry, 28(2):309-358
Additional Journal Information:
Journal Volume: 28; Journal Issue: 2; Journal ID: ISSN 0144-235X
Country of Publication:
United States
Language:
English
Subject:
72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; AEROSOLS; CHEMICAL PROPERTIES; CLASSIFICATION; CLOUDS; CONDENSATION NUCLEI; HYGROSCOPICITY; MASS SPECTROMETERS; MASS SPECTROSCOPY; MINING; MORPHOLOGY; NUCLEI; PARTICLE PROPERTIES; REFRACTIVE INDEX; SHAPE; single particle mass spectrometer, vacuum aerodynamic diameter, aerosol composition, particle density, particle shape, aerosol hygroscopicity.; Environmental Molecular Sciences Laboratory

Citation Formats

Zelenyuk, Alla, and Imre, D. Beyond single particle mass spectrometry: multidimensional characterisation of individual aerosol particles. United States: N. p., 2009. Web. doi:10.1080/01442350903037458.
Zelenyuk, Alla, & Imre, D. Beyond single particle mass spectrometry: multidimensional characterisation of individual aerosol particles. United States. https://doi.org/10.1080/01442350903037458
Zelenyuk, Alla, and Imre, D. 2009. "Beyond single particle mass spectrometry: multidimensional characterisation of individual aerosol particles". United States. https://doi.org/10.1080/01442350903037458.
@article{osti_965584,
title = {Beyond single particle mass spectrometry: multidimensional characterisation of individual aerosol particles},
author = {Zelenyuk, Alla and Imre, D},
abstractNote = {The behavior of small aerosol particles depends on a number of their physical and chemical properties, many of which are strongly coupled. The size, internal composition, density, shape, morphology, hygroscopicity, index of refraction, activity as cloud condensation nuclei and ice nuclei, and other attributes of individual particles - all play a role in determining particle properties and their impacts. The traditional particle characterization approaches rely on separate parallel measurements that average over an ensemble of particles of different sizes and/or compositions and later attempt to draw correlations between them. As a result such studies overlook critical differences between particles and bulk and miss the fact that individual particles often exhibit major differences. Here we review the recently developed methods to simultaneously measure in-situ and in real time several of the attributes for individual particles using single particle mass spectrometer, SPLAT or its second generation SPLAT II. We also discuss novel approaches developed for classification, visualization and mining of large datasets produced by the multidimensional single particle characterization.},
doi = {10.1080/01442350903037458},
url = {https://www.osti.gov/biblio/965584}, journal = {International Reviews in Physical Chemistry, 28(2):309-358},
issn = {0144-235X},
number = 2,
volume = 28,
place = {United States},
year = {Thu Sep 10 00:00:00 EDT 2009},
month = {Thu Sep 10 00:00:00 EDT 2009}
}