Publication

Large global variations in measured airborne metal concentrations driven by anthropogenic sources

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  • 05/21/2025
Type of Material
Authors
    Jacob McNeill, Dalhousie UniversityGraydon Snider, Dalhousie UniversityCrystal L. Weagle, Washington UniversityBrenna Walsh, Washington UniversityPaul Bissonnette, Dalhousie UniversityEmily Stone, Dalhousie UniversityIhab Abboud, Environment & Climate Change CanadaClement Akoshile, University of IlorinNguyen Xuan Anh, Vietnam Academy of Science and TechnologyRajasekhar Balasubramanian, National University of SingaporeJeffrey R. Brook, University of TorontoCraig Coburn, University of LethbridgeAaron Cohen, Health Effects InstituteJinlu Dong, Tsinghua UniversityGraham Gagnon, Dalhousie UniversityRebecca M. Garland, Council for Scientific and Industrial Research (CSIR)Kebin He, Tsinghua UniversityBrent N. Holben, The National Aeronautics and Space AdministrationRalph Kahn, The National Aeronautics and Space AdministrationJong Song Kim, Dalhousie UniversityNofel Lagrosas, Ateneo de Manila University CampusPuji Lestari, Bandung Institute of Technology (ITB)Yang Liu, Emory UniversityFarah Jeba, University of DhakaKhaled Shaifullah Joy, University of DhakaJ. Vanderlei Martins, University of MarylandAmit Misra, Indian Institute of Technology KanpurLeslie K. Norford, Massachusetts Institute of TechnologyEduardo J. Quel, UNIDEF (CITEDEF-CONICET)Abdus Salam, University of DhakaBret Schichtel, Colorado State UniversityS.N. Tripathi, Indian Institute of Technology KanpurChien Wang, Laboratoire d’Aerologie, CNRS/UPSQiang Zhang, Emory UniversityMichael Brauer, University of British ColumbiaMark D. Gibson, Dalhousie UniversityYinon Rudich, Weizmann Institute of ScienceRandall V. Martin, Dalhousie University
Language
  • English
Date
  • 2020-12-11
Publisher
  • NATURE RESEARCH
Publication Version
Copyright Statement
  • © The Author(s) 2020.
License
Final Published Version (URL)
Title of Journal or Parent Work
Volume
  • 10
Issue
  • 1
Start Page
  • 21817
End Page
  • 21817
Grant/Funding Information
  • This work was supported by Bloomberg Philanthropies through the Health Effects Institute, by the ClimateWorks Foundation, and by the Natural Sciences and Engineering Research Council (NSERC) of Canada. We thank the HERC labs for supplying filter weighing facilities. Data collection in Kanpur was supported by grant from the Indo-US Science and Technology Forum (IUSSTF) under real time air quality monitoring scheme. Data collection in Rehovot was supported in part by the Environmental Health Fund (Israel) and the Israel Science Foundation (grant #236/16). Partial support for the ITB site was by Ministry of Research, Technology & Higher Education, under World Class University (WCU) managed by Bandung Institute of Technology (ITB). The views expressed here are of authors and do not necessarily reflect those of NAS or USAID. The Singapore site was supported by the Singapore National Research Foundation (NRF) through the Singapore-MIT Alliance for Research and Technology (SMART), Center for Environmental Sensing and Modeling. The site in Atlanta was partially supported by NASA Applied Science Program (Grant # 80NSSC19K0191) and the Jet Propulsion Laboratory (Contract #1588347 and #1363692). All data are freely available as a public good at http://www.spartan-network.org. We welcome expression of interest to collaborate with this grass-roots network.
Supplemental Material (URL)
Abstract
  • Globally consistent measurements of airborne metal concentrations in fine particulate matter (PM2.5) are important for understanding potential health impacts, prioritizing air pollution mitigation strategies, and enabling global chemical transport model development. PM2.5 filter samples (N ~ 800 from 19 locations) collected from a globally distributed surface particulate matter sampling network (SPARTAN) between January 2013 and April 2019 were analyzed for particulate mass and trace metals content. Metal concentrations exhibited pronounced spatial variation, primarily driven by anthropogenic activities. PM2.5 levels of lead, arsenic, chromium, and zinc were significantly enriched at some locations by factors of 100–3000 compared to crustal concentrations. Levels of metals in PM2.5 and PM10 exceeded health guidelines at multiple sites. For example, Dhaka and Kanpur sites exceeded the US National Ambient Air 3-month Quality Standard for lead (150 ng m−3). Kanpur, Hanoi, Beijing and Dhaka sites had annual mean arsenic concentrations that approached or exceeded the World Health Organization’s risk level for arsenic (6.6 ng m−3). The high concentrations of several potentially harmful metals in densely populated cites worldwide motivates expanded measurements and analyses.
Author Notes
  • Randall V. Martin
Keywords
Research Categories
  • Health Sciences, Public Health

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