Comparison of PM source profiles identified by different techniques and the potential of utilizing single-particle analysis data in source apportionment

This study examines the consistency between the chemical composition of source profiles retrieved by positive matrix factorization (PMF), which is based on bulk chemical analysis, and the composition of a large data set of individual particles from real-world environmental samples. Since PMF derives...

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Bibliografske podrobnosti

Principais autores:	M. Manousakas, J. Rausch, D. Jaramillo-Vogel, K.S. Schneider-Beltran, A. Alastuey, J-L. Jaffrezo, G. Uzu, S. Perseguers, N. Schnidrig, A.S.H. Prevot, K.R. Daellenbach
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2025-08-01
Serija:	Atmospheric Environment: X
Teme:	Source apportionment Bulk analysis PMF Automated single particle analysis Machine-learning
Online dostop:	http://www.sciencedirect.com/science/article/pii/S259016212500053X
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