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Kim HK, Kim E, Song CK, Choi JH, Kim G, Lee MI, Oak YJ, Park RJ, Ryoo I, Yi SM, Lee KM, Cheo HG, Jeon KH. Comparative evaluation of surface-level PM 2.5 modeling across Northeast Asia: relevance for regulatory and scientific applications. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 377:126428. [PMID: 40368015 DOI: 10.1016/j.envpol.2025.126428] [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: 02/10/2025] [Revised: 04/28/2025] [Accepted: 05/10/2025] [Indexed: 05/16/2025]
Abstract
Air quality modeling is critical for understanding PM2.5 sources and pollution dynamics, providing a scientific basis for regulatory and policy applications. This study presents a comparative evaluation of three chemical transport models (CTMs) for simulating surface-level PM2.5 and its chemical composition, including secondary aerosols, in Northeast Asia across the seasons of 2019. All CTMs reproduced the broad spatial and temporal patterns of PM2.5 reasonably well, supported by shared anthropogenic emissions and consistent meteorological inputs. However, notable discrepancies likely resulted from a combination of factors, including differences in chemical mechanisms, potentially outdated or inconsistent emission inventories for carbonaceous, sulfur, and nitrogenous compounds, and the presence or absence of process modules such as pcSOA in CMAQ and wet scavenging in WRF-Chem. CMAQ showed the most balanced performance, particularly in Korea, accurately simulating PM2.5 mass and chemical components with realistic seasonal variability in secondary aerosols. WRF-Chem, with online coupling of meteorology and atmospheric chemistry, effectively simulated temporal variability but unusually overestimated PM2.5 in summer. GEOS-Chem captured long-range transport and background concentrations of PM2.5 associated with biomass burning and dust, although these results are specific to the model configurations used in this study, and was limited in resolving urban-scale variability and detailed dust processes. Our findings highlight distinct model behaviors and emphasize the importance of carefully considering model characteristics relative to the specific research or policy objectives. Improving emission inventories, refining chemical and physical process representations, and advancing multi-model approaches may enhance model performance and support both scientific and policy objectives.
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Affiliation(s)
- Hyeon-Kook Kim
- Department of Civil, Urban, Earth, and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, South Korea
| | - EunRyoung Kim
- Department of Civil, Urban, Earth, and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, South Korea
| | - Chang-Keun Song
- Department of Civil, Urban, Earth, and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, South Korea; Graduate School of Carbon Neutrality, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, South Korea; Research & Management Center for Particulate Matters at the Southeast Region of Korea, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, South Korea.
| | - Jae-Ho Choi
- Department of Civil, Urban, Earth, and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, South Korea
| | - Ganghan Kim
- Engineering School of Sustainable Infrastructure & Environment, University of Florida, FL, 32611, USA
| | - Myong-In Lee
- Department of Civil, Urban, Earth, and Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, South Korea
| | - Yujin J Oak
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Rokjin J Park
- School of Earth and Environmental Science, Seoul National University, Seoul, 08826, South Korea
| | - Ilhan Ryoo
- Graduate School of Public Health, Seoul National University, Gwanak-ro Gwanak-gu, Seoul, 08826, South Korea
| | - Seung-Muk Yi
- Graduate School of Public Health, Seoul National University, Gwanak-ro Gwanak-gu, Seoul, 08826, South Korea
| | - Kyung-Mi Lee
- Atmospheric Environment Research Department, National Institute of Environmental Research, Incheon, 22689, South Korea
| | - Hyeok-Gi Cheo
- Atmospheric Environment Research Department, National Institute of Environmental Research, Incheon, 22689, South Korea
| | - Kwon-Ho Jeon
- Atmospheric Environment Research Department, National Institute of Environmental Research, Incheon, 22689, South Korea
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Oh SH, Park C, Yu GH, Jeon H, Schauer JJ, Bae MS. Diurnal impacts of tire wear and waste burning on fine particulate matter concentrations in a metropolitan area. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 374:126229. [PMID: 40222608 DOI: 10.1016/j.envpol.2025.126229] [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: 11/13/2024] [Revised: 04/06/2025] [Accepted: 04/10/2025] [Indexed: 04/15/2025]
Abstract
The ecological toxicity of N-(1,3-dimethylbutyl)-N'-phenyl-p-phenylenediamine (6PPD), an antioxidant used in tires, has been investigated in studies of fine particulate matter (PM2.5) related to public health. Using samples collected in 3-h intervals from January to March 2024 (as part of the Asia-AQ campaign in Northeast Asia.), this study identifies 6PPD-quinone (6PPD-Q) along with terephthalic acid from waste polyethylene terephthalate using liquid chromatography-time-of-flight tandem mass spectrometry. The vehicle-tire wear (2 %) and tailpipe emissions (6 %), as well as wood burning (19 %) and waste food burning (9 %) were identified in PM2.5. Overall, waste burning contributed 28 % to PM2.5. Other identified sources included secondary sulfate and secondary nitrate. 6PPD-Q from tire wear exhibited concentrations peaking during daytime. Titanium emissions, used as a proxy for brake wear, were found to contain redox-active metals for 6PPD-Q. Terephthalic acid, levoglucosan, and cholesterol displayed strong diurnal patterns, with significant nighttime contributions from waste burning. These findings emphasize the substantial impact of primary sources on PM2.5 concentrations. Additionally, they underscore the importance of high temporal resolution for accurate source identification and highlight the urgent need to address tire- and waste-related pollution in urban environments.
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Affiliation(s)
- Sea-Ho Oh
- Department of Environmental Engineering, Mokpo National University, Muan, 58554, Republic of Korea; Advanced Environmental Monitoring Center, Advanced Institute of Convergence Technology (AICT), Suwon, 16229, Republic of Korea
| | - Chaehyeong Park
- Department of Environmental Engineering, Mokpo National University, Muan, 58554, Republic of Korea
| | - Geun-Hye Yu
- Department of Environmental Engineering, Mokpo National University, Muan, 58554, Republic of Korea
| | - Hajeong Jeon
- Department of Environmental Engineering, Mokpo National University, Muan, 58554, Republic of Korea
| | - James J Schauer
- Department of Civil & Environmental Engineering, University of Wisconsin-Madison, Madison, 53705, USA
| | - Min-Suk Bae
- Department of Environmental Engineering, Mokpo National University, Muan, 58554, Republic of Korea; Particle Pollution Research and Management Center, Mokpo National University, Muan, 58554, Republic of Korea.
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