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Liu X, Turner JR, Oxford CR, McNeill J, Walsh B, Le Roy E, Weagle CL, Stone E, Zhu H, Liu W, Wei Z, Hyslop NP, Giacomo J, Dillner AM, Salam A, Hossen AA, Islam Z, Abboud I, Akoshile C, Amador-Muñoz O, Anh NX, Asfaw A, Balasubramanian R, Chang RYW, Coburn C, Dey S, Diner DJ, Dong J, Farrah T, Gahungu P, Garland RM, Grutter de la Mora M, Hasheminassab S, John J, Kim J, Kim JS, Langerman K, Lee PC, Lestari P, Liu Y, Mamo T, Martins M, Mayol-Bracero OL, Naidoo M, Park SS, Schechner Y, Schofield R, Tripathi SN, Windwer E, Wu MT, Zhang Q, Brauer M, Rudich Y, Martin RV. Elemental Characterization of Ambient Particulate Matter for a Globally Distributed Monitoring Network: Methodology and Implications. ACS ES&T AIR 2024; 1:283-293. [PMID: 38633206 PMCID: PMC11020157 DOI: 10.1021/acsestair.3c00069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 02/27/2024] [Accepted: 02/28/2024] [Indexed: 04/19/2024]
Abstract
Global ground-level measurements of elements in ambient particulate matter (PM) can provide valuable information to understand the distribution of dust and trace elements, assess health impacts, and investigate emission sources. We use X-ray fluorescence spectroscopy to characterize the elemental composition of PM samples collected from 27 globally distributed sites in the Surface PARTiculate mAtter Network (SPARTAN) over 2019-2023. Consistent protocols are applied to collect all samples and analyze them at one central laboratory, which facilitates comparison across different sites. Multiple quality assurance measures are performed, including applying reference materials that resemble typical PM samples, acceptance testing, and routine quality control. Method detection limits and uncertainties are estimated. Concentrations of dust and trace element oxides (TEO) are determined from the elemental dataset. In addition to sites in arid regions, a moderately high mean dust concentration (6 μg/m3) in PM2.5 is also found in Dhaka (Bangladesh) along with a high average TEO level (6 μg/m3). High carcinogenic risk (>1 cancer case per 100000 adults) from airborne arsenic is observed in Dhaka (Bangladesh), Kanpur (India), and Hanoi (Vietnam). Industries of informal lead-acid battery and e-waste recycling as well as coal-fired brick kilns likely contribute to the elevated trace element concentrations found in Dhaka.
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Affiliation(s)
- Xuan Liu
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Jay R. Turner
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Christopher R. Oxford
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Jacob McNeill
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Brenna Walsh
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Emmie Le Roy
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Crystal L. Weagle
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Emily Stone
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Haihui Zhu
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Wenyu Liu
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Zilin Wei
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Nicole P. Hyslop
- Air
Quality Research Center, University of California
Davis, Davis, California 95616, United States
| | - Jason Giacomo
- Air
Quality Research Center, University of California
Davis, Davis, California 95616, United States
| | - Ann M. Dillner
- Air
Quality Research Center, University of California
Davis, Davis, California 95616, United States
| | - Abdus Salam
- Department
of Chemistry, University of Dhaka, Dhaka 1000, Bangladesh
| | - Al-amin Hossen
- Department
of Chemistry, University of Dhaka, Dhaka 1000, Bangladesh
| | - Zubayer Islam
- Department
of Chemistry, University of Dhaka, Dhaka 1000, Bangladesh
| | - Ihab Abboud
- Air
Quality Research Division, Environment and
Climate Change Canada, Toronto, Ontario M3H 5T4, Canada
| | - Clement Akoshile
- Department
of Physics, University of Ilorin, Ilorin 240003, Nigeria
| | - Omar Amador-Muñoz
- Instituto
de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Nguyen Xuan Anh
- Institute
of Geophysics, Vietnam Academy of Science
and Technology, Hanoi 11307, Vietnam
| | - Araya Asfaw
- Institute
of Geophysics and Space Science, Addis Ababa
University, Addis
Ababa 1176, Ethiopia
| | - Rajasekhar Balasubramanian
- Department
of Civil and Environmental Engineering, National University of Singapore, Singapore 117576, Singapore
| | - Rachel Ying-Wen Chang
- Department
of Physics and Atmospheric Science, Dalhousie
University, Halifax, Nova Scotia B3H 4R2, Canada
| | - Craig Coburn
- Department
of Geography and Environment, University
of Lethbridge, Lethbridge, Alberta T1K 3M4, Canada
| | - Sagnik Dey
- Centre
for Atmospheric Sciences, Indian Institute
of Technology Delhi, New Delhi 110016, India
| | - David J. Diner
- Jet
Propulsion Laboratory, California Institute
of Technology, Pasadena, California 91109, United States
| | - Jinlu Dong
- School
of Environment, Tsinghua University, Beijing 100084, People’s Republic of China
| | - Tareq Farrah
- Research
Laboratories, Khalifa University, Abu Dhabi 127788, United Arab Emirates
| | - Paterne Gahungu
- Institute
of Applied Statistics, University of Burundi, Bujumbura BP1550, Burundi
| | - Rebecca M. Garland
- Council for Scientific
and Industrial Research, Pretoria 0001, South Africa
- Unit
for Environmental Sciences and Management, North-West University, Potchefstroom 2531, South Africa
- Department
of Geography, Geo-Informatics and Meteorology, University of Pretoria, Pretoria 0002, South Africa
| | - Michel Grutter de la Mora
- Instituto
de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
| | - Sina Hasheminassab
- Jet
Propulsion Laboratory, California Institute
of Technology, Pasadena, California 91109, United States
| | - Juanette John
- Council for Scientific
and Industrial Research, Pretoria 0001, South Africa
| | - Jhoon Kim
- Department
of Atmospheric Sciences, Yonsei University, Seoul 03722, Republic of Korea
| | - Jong Sung Kim
- Department
of Community Health and Epidemiology, Dalhousie
University, Halifax, Nova Scotia B3H 4R2, Canada
| | - Kristy Langerman
- Department
of Geography, Environmental Management and Energy Studies, University of Johannesburg, Johannesburg 2006, South Africa
| | - Pei-Chen Lee
- Department
of Public Health, National Cheng Kung University, Tainan 701, Taiwan
| | - Puji Lestari
- Faculty
of Civil and Environmental Engineering, Bandung Institute of Technology, Bandung 40132, Indonesia
| | - Yang Liu
- Gangarosa
Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States
| | - Tesfaye Mamo
- Physics
Department, Addis Ababa University, Addis Ababa 1176, Ethiopia
| | - Mathieu Martins
- Research
Laboratories, Khalifa University, Abu Dhabi 127788, United Arab Emirates
| | - Olga L. Mayol-Bracero
- Department
of Environmental Science, University of
Puerto Rico, San Juan, Puerto Rico 00931, United States
| | - Mogesh Naidoo
- Council for Scientific
and Industrial Research, Pretoria 0001, South Africa
| | - Sang Seo Park
- Department
of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Republic of Korea
| | - Yoav Schechner
- Department
of Electrical Engineering, Technion Israel
Institute of Technology, Haifa 3200003, Israel
| | - Robyn Schofield
- School
of Geography, Earth and Atmospheric Sciences, University of Melbourne, Melbourne 3010, Australia
| | - Sachchida N. Tripathi
- Department
of Civil Engineering, Indian Institute of
Technology Kanpur, Kanpur 208016, India
| | - Eli Windwer
- Department
of Earth and Planetary Sciences, Weizmann
Institute of Science, Rehovot 76100, Israel
| | - Ming-Tsang Wu
- PhD
Program in Environmental and Occupational Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department
of Family Medicine, Kaohsiung Medical University
Hospital, Kaohsiung 807, Taiwan
| | - Qiang Zhang
- Department
of Earth System Science, Tsinghua University, Beijing 100084, People’s Republic of China
| | - Michael Brauer
- School
of Population and Public Health, University
of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Yinon Rudich
- Department
of Earth and Planetary Sciences, Weizmann
Institute of Science, Rehovot 76100, Israel
| | - Randall V. Martin
- Department
of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
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Das M, Proshad R, Chandra K, Islam M, Abdullah Al M, Baroi A, Idris AM. Heavy metals contamination, receptor model-based sources identification, sources-specific ecological and health risks in road dust of a highly developed city. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2023; 45:8633-8662. [PMID: 37682507 DOI: 10.1007/s10653-023-01736-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/16/2023] [Indexed: 09/09/2023]
Abstract
The present study quantified Ni, Cu, Cr, Pb, Cd, As, Zn, and Fe levels in road dust collected from a variety of sites in Tangail, Bangladesh. The goal of this study was to use a matrix factorization model to identify the specific origin of these components and to evaluate the ecological and health hazards associated with each potential origin. The inductively coupled plasma mass spectrometry was used to determine the concentrations of Cu, Ni, Cr, Pb, As, Zn, Cd, and Fe. The average concentrations of these elements were found to be 30.77 ± 8.80, 25.17 ± 6.78, 39.49 ± 12.53, 28.74 ± 7.84, 1.90 ± 0.79, 158.30 ± 28.25, 2.42 ± 0.69, and 18,185.53 ± 4215.61 mg/kg, respectively. Compared to the top continental crust, the mean values of Cu, Pb, Zn, and Cd were 1.09, 1.69, 2.36, and 26.88 times higher, respectively. According to the Nemerow integrated pollution index (NIPI), pollution load index (PLI), Nemerow integrated risk index (NIRI), and potential ecological risk (PER), 84%, 42%, 30%, and 16% of sampling areas, respectively, which possessed severe contamination. PMF model revealed that Cu (43%), Fe (69.3%), and Cd (69.2%) were mainly released from mixed sources, natural sources, and traffic emission, respectively. Traffic emission posed high and moderate risks for modified NIRI and potential ecological risks. The calculated PMF model-based health hazards indicated that the cancer risk value for traffic emission, natural, and mixed sources had been greater than (1.0E-04), indicating probable cancer risks and that traffic emission posed 38% risk to adult males where 37% for both adult females and children.
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Affiliation(s)
- Mukta Das
- Department of Zoology, Government Saadat College, Tangail, 1903, Bangladesh
| | - Ram Proshad
- Key Laboratory of Mountain Surface Processes and Ecological Regulation, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu, 610041, Sichuan, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Krishno Chandra
- Faculty of Agricultural Engineering and Technology, Sylhet Agricultural University, Sylhet, 3100, Bangladesh
| | - Maksudul Islam
- Department of Environmental Science, Patuakhali Science and Technology University, Dumki, Patuakhali, 8602, Bangladesh
| | - Mamun Abdullah Al
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Aquatic Eco-Health Group, Fujian Key Laboratory of Watershed Ecology, Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China
| | - Artho Baroi
- Department of Crop Botany, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Abubakr M Idris
- Department of Chemistry, College of Science, King Khalid University, 62529, Abha, Saudi Arabia
- Research Center for Advanced Materials Science (RCAMS), King Khalid University, 62529, Abha, Saudi Arabia
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Ocampos MS, Leite LCS, de Pádua Melo ES, de Cássia Avellaneda Guimarães R, Oliveira RJ, de Cássia Freitas K, Hiane PA, Karuppusamy A, do Nascimento VA. Indirect Methods to Determine the Risk of Damage to the Health of Firefighters and Children Due to Exposure to Smoke Emission from Burning Wood/Coal in a Controlled Environment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20085607. [PMID: 37107889 PMCID: PMC10139234 DOI: 10.3390/ijerph20085607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/24/2023] [Accepted: 03/28/2023] [Indexed: 05/10/2023]
Abstract
People are constantly exposed to particulate matter and chemicals released during fires. However, there are still few studies on gas and particulate emissions related to exposure to burning firewood and charcoal during forest fires, making it difficult to understand the effects on the health of the population. The objective of this study was to quantify the metal(loid)s present in the smoke from wood and charcoal fires through the deposition of metals in beef topside and pork loin, considering the routes of skin exposure, inhalation, and ingestion, contributing to the understanding of metals in the increase of the risks of cancer and mortality associated with firefighting and children. The concentrations of metals [aluminum (Al), chromium (Cr), copper (Cu), iron (Fe), magnesium (Mg), manganese (Mn), molybdenum (Mo), vanadium (V), zinc (Zn)] and metalloids arsenic (As) were determined by inductively coupled plasma-mass spectrometry (ICP OES) after microwave digestion. Moreover, we assessed the associated risk regarding the elemental intake of these elements through the smoke, using the hazard quotient (HQ), hazard index (HI), Total Hazard Index (HIt), and carcinogenic risk (CR). All samples had results for HQ and HIt < 1, indicating a non-potential health risk. However, the carcinogenic risks posed by As and Cr via the three exposure pathways (except for inhalation exposure to children and adults, and by Cr via ingestion and inhalation for children and adults) exceeded the standard threshold. In conclusion, continuous exposure of firefighters or children to smoke from fires containing high concentrations of heavy metals such as As and Cr can be harmful to health. The study used animal tissues; thus, new methods must be developed to quantify the concentration of heavy metals deposited in human tissue when humans are exposed to smoke from fires.
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Affiliation(s)
- Marcelo Sampaio Ocampos
- Group of Spectroscopy and Bioinformatics Applied to Biodiversity and Health (GEBABS), Graduate Program in Health and Development in the Central-West Region of Brazil, School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Luana Carolina Santos Leite
- Group of Spectroscopy and Bioinformatics Applied to Biodiversity and Health (GEBABS), Graduate Program in Health and Development in the Central-West Region of Brazil, School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Elaine Silva de Pádua Melo
- Group of Spectroscopy and Bioinformatics Applied to Biodiversity and Health (GEBABS), Graduate Program in Health and Development in the Central-West Region of Brazil, School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Rita de Cássia Avellaneda Guimarães
- Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Rodrigo Juliano Oliveira
- Center for Studies in Stem Cells, Cell Therapy and Genetic Toxicology (CeTroGen), School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Karine de Cássia Freitas
- Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Priscila Aiko Hiane
- Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Arunachalam Karuppusamy
- Center for Studies in Stem Cells, Cell Therapy and Genetic Toxicology (CeTroGen), School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
| | - Valter Aragão do Nascimento
- Group of Spectroscopy and Bioinformatics Applied to Biodiversity and Health (GEBABS), Graduate Program in Health and Development in the Central-West Region of Brazil, School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande 79079-900, Brazil
- Correspondence: or
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Estimation of Pollution Levels and Assessment of Human Health Risks from Potentially Toxic Metals in Road Dust in Mymensingh City of Bangladesh. Processes (Basel) 2022. [DOI: 10.3390/pr10122474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The assessment of toxic metals pollution in road dust in Mymensingh city, Bangladesh and its impact on the health risk of human exposure to toxic metals, is inadequate. A comprehensive investigation was conducted in different land use areas, i.e., commercial areas (CA), medically facilitated areas (MFA), residential areas (RA), and park areas (PA), to determine levels of Cr (chromium), Mn (manganese), Ni (nickel), Co (cobalt), Cu (copper), Zn (zinc), As (arsenic), Cd (cadmium), and Pb (lead) using inductively coupled plasma mass spectroscopy (ICP-MS). We planned to use different pollution indices, such as the geoaccumulation index (Igeo), contamination factor (CF), degree of contamination (Cdeg), ecological risk (Er), pollution load index (PLI), and enrichment factor (EF), to measure the level of contamination in the road dust of Mymensingh City. The average concentration (mg/kg) ranges of toxic metals in the road dust at different land use areas of Mymensingh City were: Cr (40.8–85.5), Mn (370.7–589.2), Co (6.2–8.7), Ni (22.7–34.2), Cu (29.5–72.2), Zn (236.2–467.1), As (4.9–6.29), Cd (0.32–1.07), and Pb (27.4–81.7), respectively. The CF and PLI results showed that the road dust in these zones was contaminated with toxic metals. The indicator Igeo revealed that CA was found to be ‘moderately to heavily contaminated’ ranked with Zn and Cd. Calculation of EF indicated that Cu, Zn, As, Cd, and Pb were highly enriched, while others were moderately enriched. According to the Cdeg findings, CA, MFA, and RA have very high degrees of contamination (Cdeg ≥ 24), while PA was classified as having a considerable degree of contamination (12 ≤ Cdeg < 24). The Er index showed that only Cd posed a ‘medium potential ecological risk’ to a ‘high ecological potential risk’ in road dust. The most common route of exposure was ingestion. The study indicated that the hazard quotient (HQ) and hazard index (HI) in CA, MFA, RA, and PA were less than one for children and adults, which were at a noncarcinogenic risk. The only exception was for children exposed to manganese (HI > 1) in all land use areas. In the research area, no significant carcinogenic health risk was observed for Cr, Ni, As, Cd, and Pb.
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