A machine learning approach to aerosol classification for single-particle mass spectrometry

<p>Compositional analysis of atmospheric and laboratory aerosols is often conducted via single-particle mass spectrometry (SPMS), an in situ and real-time analytical technique that produces mass spectra on a single-particle basis. In this study, classifiers are created using a data set of...

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Bibliographic Details
Main Authors: C. D. Christopoulos, S. Garimella, M. A. Zawadowicz, O. Möhler, D. J. Cziczo
Format: Article
Language:English
Published: Copernicus Publications 2018-10-01
Series:Atmospheric Measurement Techniques
Online Access:https://www.atmos-meas-tech.net/11/5687/2018/amt-11-5687-2018.pdf