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Title:Revealing long-term anthropogenic influence on ▫$PM_{10}$▫ through lead isotope signatures in a post-mining region
Authors:ID Žerdoner, Tjaša, Institut "Jožef Stefan" (Author)
ID Burger, Judita (Author)
ID Kranjc, Irena (Author)
ID Turšič, Janja (Author)
ID Zuliani, Tea, Institut "Jožef Stefan" (Author)
Files:URL URL - Source URL, visit https://www.sciencedirect.com/science/article/pii/S1352231025006417?via%3Dihub
 
.pdf PDF - Presentation file, download (7,33 MB)
MD5: 0AFB70C91F8B05050726778BC7167996
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo IJS - Jožef Stefan Institute
Abstract:This study investigated long-term anthropogenic contributions to airborne particulate matter (PM10) in the Upper Meža Valley, Slovenia, a region historically affected by ore mining, smelting, and, more recently, secondary Pb production. PM10 samples collected at five locations in the summer and autumn of 2018 and at one location in the spring and summer of 2021 were analysed for elemental composition and Pb isotope ratios to identify and quantify pollution sources. Elevated concentrations of Pb, Zn, Cd, and As were observed across all sites, with minimal temporal variations. Enrichment factor (EF) analysis indicated lower EF values for Zn and As, suggesting a primarily crustal origin. Conversely, higher EF values for Cd and Pb pointed to mixed crustal and anthropogenic sources. The proportion of PM10 samples with high Pb enrichment increased from 9.09 % in 2018 to 20.5 % in 2021, indicating a rising influence of anthropogenic emissions. This study represents the first application of Pb isotope composition and a two-endmember mixing model for detailed source apportionment of PM10 in the region. The Pb isotope ratios of PM10 samples fell between local geogenic background and known anthropogenic sources, with anthropogenic contributions accounting for 55.8 %–69.3 % of total Pb in PM10. These findings have important implications for local environmental management, as they can support targeted mitigation strategies, which are critical for public health protection.
Keywords:lead isotopes, air pollution, airborne particulate matter, source apportionment, potentially toxic elements, post-mining region
Geographic coverage:Zgornja Mežiška dolina (Slovenija);
Publication status:Published
Publication version:Version of Record
Submitted for review:18.06.2025
Article acceptance date:08.11.2025
Publication date:10.11.2025
Publisher:Elsevier
Year of publishing:2026
Number of pages:str. 1-12
Numbering:Vol. 366, [article no.] 121666
Source:Nizozemska
PID:20.500.12556/DiRROS-24781 New window
UDC:502/504
ISSN on article:1873-2844
DOI:10.1016/j.atmosenv.2025.121666 New window
COBISS.SI-ID:261560835 New window
Copyright:© 2025 The Authors.
Note:Nasl. z nasl. zaslona; Soavtorice: Judita Burger, Irena Kranjc, Janja Turšič, Tea Zuliani; Opis vira z dne 16. 12. 2025;
Publication date in DiRROS:18.12.2025
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Downloads:5
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Record is a part of a journal

Title:Atmospheric environment
Publisher:Elsevier Science
ISSN:1873-2844
COBISS.SI-ID:22987781 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P1-0143-2020
Name:Kroženje snovi v okolju, snovna bilanca in modeliranje okoljskih procesov ter ocena tveganja

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:PR-10487
Name:Young Researcher program

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:V1-1939-2019
Name:Identifikacija virov Pb v zgornji Mežiški dolini na podlagi izotopske sestave Pb

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J1-60008-2025
Name:DISCOVER - Drava Isotopes: Celovit pregled različnih okoljskih onesnaževalcev in tveganj z uporabo naprednih analitičnih tehnik

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:10.11.2025
Applies to:VoR

Secondary language

Language:Slovenian
Keywords:svinčevi izotopi, onesnaženost zraka, delci v zraku, potencialno strupene snovi, nekdanje rudarske regije


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