A case study of the usefulness of δ13C and δ15N for PM source apportionment under different meteorological conditions

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Authors: Mauro Rubino, Carmina Sirignano, Elena Chianese, M.A. Hernández-Ceballos, Anikó Angyal, Fabio Marzaioli, Davide Di Rosa, Giuseppe Caso, Angelo Riccio
Cited by: 1
References: 99

Abstract

In this study, we show the strengths and limitations of using the isotopes of Carbon (δ 13 C) and Nitrogen (δ 15 N) to identify their sources in atmospheric particulate matter (PM) under different meteorological conditions. Specifically, we show they are useful to identify a shift of C sources from mostly C 3 plants/combustion to higher carbonate content, and from volatilization/biological to combustion sources for N, whereas they do not help identify biomass burning events. We collected particles with aerodynamic diameters < 2.5 μm (PM 2.5 ) and < 10 μm (PM 10 ) during May 2016 and late November 2016-early January 2017 in the city center of Naples. We measured total C and N, their δ 13 C and δ 15 N, major ions (NH 4 + , K + , Ca 2+ , Na + , Mg 2+ , NO 3 - , SO 4 2- , C 2 O 4 2- , Cl - ) and analyzed wind direction, speed and back-trajectories of air masses. May was characterized by a shift from land-sea breeze to a synoptic system with winds from southwest. We found an increase of δ 13 C in PM 10 during a dust resuspension event, suggesting an increase of the contribution from carbonate C from negligible to 18% of total C. δ 15 N in PM 10 , although significantly affected by isotope fractionation, showed a shift of total N from volatilization to combustion sources. In December, air masses mostly originated from the north, with no significant temporal pattern of wind speed and direction. We found days with elevated land-derived species (K + , NH 4 + , NO 3 - ) typically linked to biomass burning, but without corresponding changes in δ 13 C and δ 15 N, highlighting limitations in the isotope tracer’s sensitivity. We conclude that δ 13 C and δ 15 N can be effective, qualitative indicators of PM origin when integrated with chemical composition and air mass trajectory analysis. However, quantitative applications require well-constrained source signatures and careful consideration of fractionation effects.

Fields of Study & Subjects

Atmospheric chemistry and aerosols Radioactive contamination and transfer Radioactivity and Radon Measurements

Publication details

Journal / source
Atmospheric Environment
Publisher
Elsevier BV
Volume
376
Pages
122015–122015
Publication date
10 April 2026
Language
EN