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Keywords = ozone generation potential (OFP)

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14 pages, 4617 KB  
Article
Generalized Additive Model (GAM) Applied to the Analysis of Ozone Pollution in a City in Eastern China
by Wenjing Li, Weifeng Wang, Liuyan Cao, Shengjie Li, Zechen Yu and Deming Han
Sustainability 2026, 18(4), 2134; https://doi.org/10.3390/su18042134 - 22 Feb 2026
Viewed by 651
Abstract
Ground-level ozone (O3) pollution remains persistently high in China, despite the implementation of stringent emission controls targeting primary pollutants. However, understanding of the drivers and formation mechanisms of this secondary pollutant remains limited. Herein, comprehensive field observations of O3 and [...] Read more.
Ground-level ozone (O3) pollution remains persistently high in China, despite the implementation of stringent emission controls targeting primary pollutants. However, understanding of the drivers and formation mechanisms of this secondary pollutant remains limited. Herein, comprehensive field observations of O3 and its precursors were conducted in a medium-sized city in eastern China. The average O3 concentration was 93.60 ± 61.98 μg·m−3, with severe pollution accounting for 47.05% (high-temperature, low-humidity conditions). The peak O3 concentration during pollution episodes (207.13 ± 34.93 μg·m−3) exceeded that of non-pollution periods (108.77 ± 43.99 μg·m−3) by more than twofold. A generalized additive model (GAM) was employed to identify the key drivers of O3 pollution, revealing relative humidity (RH) (F = 36.95) and volatile organic compounds (VOCs) (F = 8.03) as dominant drivers. Further interaction analysis using the GAM showed synergistic effects between RH and nitric oxide (NOx) as well as the temperature (T) and NOx on O3 evolution. O3 formation sensitivity analysis demonstrated that O3 production was primarily within a VOC-limited regime (VOCs/NOx < 5.5). Alkenes were found to be the most prominent component, contributing 41.20–45.38% to the in situ O3 formation potential (OFP), especially for ethylene and acetaldehyde (>10 μg·m−3). The toluene/benzene ratio indicated that Taizhou’s ambient VOCs were dominated by vehicle exhaust emissions, with minor contributions from solvents, oils, and gases, and LPG volatilization, making vehicle exhaust control the core of VOC reduction. The air mass transport from the Yellow Sea also significantly affected the local O3. This study quantifies the effects of multiple factors of summertime O3 pollution and provides scientific support for targeted O3 control strategies in a medium-sized city in eastern China. Full article
(This article belongs to the Special Issue Air Pollution: Causes, Monitoring and Sustainable Control)
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21 pages, 1231 KB  
Article
Undervalued Contribution of OVOCs to Atmospheric Activity: A Case Study in Beijing
by Kaitao Chen, Ziyan Chen, Fang Yang, Xingru Li and Fangkun Wu
Toxics 2026, 14(1), 77; https://doi.org/10.3390/toxics14010077 - 14 Jan 2026
Viewed by 1017
Abstract
VOCs are significant precursors for the formation of O3 and SOA, directly impacting human health. This study employs multiple approaches to analyzing atmospheric VOCs by focusing on OVOCs including aldehydes, ketones, and phenols, with a case study in Beijing, China. We analyzed [...] Read more.
VOCs are significant precursors for the formation of O3 and SOA, directly impacting human health. This study employs multiple approaches to analyzing atmospheric VOCs by focusing on OVOCs including aldehydes, ketones, and phenols, with a case study in Beijing, China. We analyzed the concentration levels and compositions of VOCs and their atmospheric activities, offering a new perspective on VOCs. This analysis was conducted through offline measurements of volatile phenols and carbonyl compounds, complemented by online VOC observations during the summer period of high O3 levels. The total atmospheric VOCs concentration was found to be 51.29 ± 10.01 ppbv, with phenols contributing the most (38.87 ± 11.57%), followed by carbonyls (34.91 ± 6.85%), and aromatics (2.70 ± 1.03%, each compound is assigned to only one category based on its primary functional group, with no double counting). Carbonyls were the largest contributors to the OFP at 59.03 ± 14.69%, followed by phenols (19.94 ± 4.27%). The contribution of phenols to the SOAFP (43.37 ± 9.53%) and the LOH (67.74 ± 16.72%) is dominant. Among all quantified VOC species, phenol and formaldehyde exhibited the highest species-level contributions to atmospheric reactivity metrics, including LOH, OFP and SOAFP, owing to their combination of elevated concentrations and large kinetic or MIR coefficients. Using the PMF model for source analysis, six main sources of volatile organic compounds were identified. Solvent use and organic chemicals production were found to be the primary contributors, accounting for 31.76% of the total VOCs emissions, followed by diesel vehicle exhaust (17.80%) and biogenic sources (15.51%). This study introduces important OVOCs such as phenols, re-evaluates the importance of OVOCs and their role in atmospheric chemical processes, and provides new insights into atmospheric VOCs. These findings are crucial for developing effective air pollution control strategies and improving air quality. This study emphasizes the importance of OVOCs, especially aldehydes and phenols, in the mechanism of summer O3 generation. Full article
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19 pages, 2905 KB  
Article
Temperature Regulates BVOCs-Induced O3 Formation Potential Across Various Vegetation Types in the Sichuan Basin, China
by Qi Zhang, Zhanpeng Xue, Lin Yi, Jiayuan Wang and Enqin Liu
Forests 2025, 16(7), 1091; https://doi.org/10.3390/f16071091 - 1 Jul 2025
Cited by 4 | Viewed by 1092
Abstract
Ground-level ozone (O3) pollution is a problem when managing air quality in China, and biogenic volatile organic compounds (BVOCs) are key precursors of O3 formation. Vegetation type and temperature influence BVOC emissions, yet the differences in emissions across vegetation types [...] Read more.
Ground-level ozone (O3) pollution is a problem when managing air quality in China, and biogenic volatile organic compounds (BVOCs) are key precursors of O3 formation. Vegetation type and temperature influence BVOC emissions, yet the differences in emissions across vegetation types and their temperature responses still exhibit significant uncertainties. This study was focused on the Sichuan Basin in China. It used the G95 model to develop a high-resolution BVOC emission inventory, allowing the analysis of emission characteristics for different vegetation types. The study also used a temperature sensitivity algorithm to assess how temperature changes affect BVOC emissions. The impact of these emissions on regional O3 formation potential (OFP) was then quantified using the OFP method. The results show significant differences in BVOC emissions across vegetation types. Forests at the basin edges (mixed, broad-leaved, and coniferous) have much higher emission intensity (10.5 t/km2) than agricultural areas in the center of the basin (0.15 t/km2). In terms of composition, monoterpenes (MON) mainly dominate mixed and coniferous forests (42.28% and 58.37%, respectively), while isoprene (ISOP) dominates broad-leaved forests (64.02%). The study found that temperature generally increases BVOC emissions, which vary by vegetation type. Broad-leaved forests have the highest temperature sensitivity (3.94%), much higher than agricultural vegetation (0.03%). BVOC emissions exhibit a seasonal pattern of “high in summer, low in winter” and a spatial pattern of “high at the edges, low at the center”. Temperature also influences emission intensity and composition, thus driving variations in the potential for O3 formation. Seasonally, different vegetation types show structural changes in OFP contribution. Broad-leaved forests, dominated by ISOP, show a significant increase in summer contribution (+8.0%), becoming the main source of O3 precursors. In contrast, mixed forests, dominated by MON, show a clear decrease in summer contribution (−6.3%). Full article
(This article belongs to the Section Forest Meteorology and Climate Change)
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15 pages, 2518 KB  
Article
VOC Emission Spectrum and Industry-Specific Analysis in the Industrial Coating Industry of Hangzhou, China
by Wei Tang, Yang Xia, Ping He, Shenwei Tao, Qiyi Zhang, Dongrui Wang and Jinpeng Lin
Coatings 2025, 15(4), 429; https://doi.org/10.3390/coatings15040429 - 4 Apr 2025
Cited by 2 | Viewed by 2721
Abstract
This study conducted an on-site monitoring of 28 representative coating enterprises in Hangzhou City and successfully constructed the localized component spectrum of volatile organic compounds (VOC) emissions from the industrial coating industry. These coating enterprises, which have a total VOC emission of approximately [...] Read more.
This study conducted an on-site monitoring of 28 representative coating enterprises in Hangzhou City and successfully constructed the localized component spectrum of volatile organic compounds (VOC) emissions from the industrial coating industry. These coating enterprises, which have a total VOC emission of approximately 7113 tons, accounting for 17.6% of the city’s total industrial VOC emissions, primarily emit benzene derivatives, ketones, esters, and halogenated hydrocarbons. Using the maximum incremental reactivity (MIR) method, the ozone formation potential (OFP) was calculated based on the annual VOC emissions from the industry. The OFP values for the different types of enterprises had significant variations, with the general equipment manufacturing, metal products, and electrical machinery industries exhibiting the highest contributions. Research results indicate that differentiated management approaches are needed for specific emission characteristics in each sub-industry, including promoting the use of water-based paints and clean production technologies, adopting efficient volatile organic compound treatment technologies, and establishing stricter emission standards with regular monitoring of highly reactive compounds. These measures are crucial for achieving more effective environmental management and continuous improvement of air quality. Full article
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15 pages, 6324 KB  
Article
Characteristics and Source Apportionment of Volatile Organic Compounds in an Industrial Area at the Zhejiang–Shanghai Boundary, China
by Xiang Cao, Jialin Yi, Yuewu Li, Mengfei Zhao, Yusen Duan, Fei Zhang and Lian Duan
Atmosphere 2024, 15(2), 237; https://doi.org/10.3390/atmos15020237 - 18 Feb 2024
Cited by 8 | Viewed by 3899
Abstract
As “fuel” for atmospheric photochemical reactions, volatile organic compounds (VOCs) play a key role in the secondary generation of ozone (O3) and fine particulate matter (PM2.5, an aerodynamic diameter ≤ 2.5 μm). To determine the characteristics of VOCs in [...] Read more.
As “fuel” for atmospheric photochemical reactions, volatile organic compounds (VOCs) play a key role in the secondary generation of ozone (O3) and fine particulate matter (PM2.5, an aerodynamic diameter ≤ 2.5 μm). To determine the characteristics of VOCs in a high-level ozone period, comprehensive monitoring of O3 and its precursors (VOCs and NOx) was continuously conducted in an industrial area in Shanghai from 18 August to 30 September 2021. During the observation period, the average concentration of VOCs was 47.33 ppb, and alkanes (19.64 ppb) accounted for the highest proportion of TVOCs, followed by oxygenated volatile organic compounds (OVOCs) (13.61 ppb), alkenes (6.92 ppb), aromatics (4.65 ppb), halogenated hydrocarbons (1.60 ppb), and alkynes (0.91 ppb). Alkenes were the predominant components that contributed to the ozone formation potential (OFP), while aromatics such as xylene, toluene, and ethylbenzene contributed the most to the secondary organic aerosol production potential (SOAFP). During the study period, O3, NOx, and VOCs showed significant diurnal variations. Industrial processes were the main source of VOCs, and the second largest source of VOCs was vehicle exhaust. While the largest contribution to OFP was from vehicle exhaust, the second largest contribution was from liquid petroleum gas (LPG). High potential source contribution function (PSCF) values were observed in western and southeastern areas near the sampling sites. The results of a health risk evaluation showed that the Hazard Index was less than 1 and there was no non-carcinogenic risk, but 1,3-butadiene, benzene, chloroform, 1,2-dibromoethane, and carbon tetrachloride pose a potential carcinogenic risk to the population. Full article
(This article belongs to the Special Issue Advances in Atmospheric Aqueous-Phase Chemistry)
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14 pages, 2492 KB  
Article
Study on the Fingerprint and Atmospheric Activity of Volatile Organic Compounds from Typical Industrial Emissions
by Xin Gu, Kaitao Chen, Min Cai, Zhongyi Yin, Xingang Liu and Xingru Li
Int. J. Environ. Res. Public Health 2023, 20(4), 3517; https://doi.org/10.3390/ijerph20043517 - 16 Feb 2023
Cited by 20 | Viewed by 3085
Abstract
China is prone to severe surface ozone pollution in summer, so it is very important to understand the source of volatile organic compounds (VOCs) to control ozone formation. In this work, the emission characteristics of 91 VOC components from the plastic products industry, [...] Read more.
China is prone to severe surface ozone pollution in summer, so it is very important to understand the source of volatile organic compounds (VOCs) to control ozone formation. In this work, the emission characteristics of 91 VOC components from the plastic products industry, packaging and printing industries, printing ink industry, furniture manufacturing and vehicle manufacturing industries were studied. The results show that there are significant differences between these sources, and for the plastic products industry, alkanes (48%) are the most abundant VOCs. The main emission species in the packaging and printing industry are OVOCs (36%) and alkanes (34%). The proportion of OVOCs in the printing ink (73%) and furniture manufacturing industries (49%) is dominated by VOC emissions; aromatic hydrocarbons (33%), alkanes (33%), and OVOCs (17%) are the main emission species in the vehicle manufacturing industry. At the same time, the ozone generation potential (OFP) and secondary organic aerosol formation potential (SOA) of anthropogenic VOC emissions were evaluated, and the top 10 contributors to OFP and SOA were identified. Toluene, o-xylene, and m-xylene had a significant tendency to form OFP or SOA. Then, a health risk assessment of VOC components was carried out. These data can supplement the existing VOC emission characteristics of anthropogenic emissions, thus enriching the research progress of VOC emission sources. Full article
(This article belongs to the Special Issue Meteorology/Air Pollution and Health Impact)
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8 pages, 868 KB  
Article
Emission Characteristics and the Environmental Impact of VOCs from Typical FRP Manufacture Industry
by Run Hao, Song Xue, Hao Sun, Tao Yang and Hailin Wang
Atmosphere 2022, 13(8), 1274; https://doi.org/10.3390/atmos13081274 - 11 Aug 2022
Cited by 13 | Viewed by 3649
Abstract
The VOC emission characteristics of the typical fiber-reinforced plastics (FRPs) industry were studied for an assessment of the impact on the environment. The results showed that the VOC emissions of the typical FRP industry mainly come from grille, sheet, winding, molding, and pultrusion [...] Read more.
The VOC emission characteristics of the typical fiber-reinforced plastics (FRPs) industry were studied for an assessment of the impact on the environment. The results showed that the VOC emissions of the typical FRP industry mainly come from grille, sheet, winding, molding, and pultrusion process links, including ketones, aldehydes, alcohols, and benzene series. The benzene series’ concentration represented by styrene was much higher than that of other species. The generation potential of ozone and the SOA in the typical production process were evaluated: in terms of ozone impact, the OFP values of the winding process were the highest, accounting for 65.9% of the total contribution. For the component contribution, the OFP contribution of the benzene series represented by styrene was far more than that of other VOC species, and the styrene mainly came from the use of unsaturated resin. In terms of the SOA impact, the pultrusion process contributed the most to the generation of SOA, accounting for 63.9% of the total SOA contribution. In terms of the component contribution, the contribution of SOA mainly came from the benzene series, accounting for nearly 95% of the total contribution of VOCs. Therefore, FRP enterprises should give priority to controlling the emission of the benzene series. Full article
(This article belongs to the Special Issue Industrial Air Pollution: Emission, Management and Policy)
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20 pages, 19729 KB  
Article
Characteristics and Sources of Volatile Organic Compounds in the Nanjing Industrial Area
by Yuezheng Feng, Junlin An, Guiqian Tang, Yuxin Zhang, Junxiu Wang and Huan Lv
Atmosphere 2022, 13(7), 1136; https://doi.org/10.3390/atmos13071136 - 18 Jul 2022
Cited by 12 | Viewed by 3466
Abstract
In this study, 56 volatile organic compounds species (VOCs) and other pollutants (NO, NO2, SO2, O3, CO and PM2.5) were measured in the northern suburbs of Nanjing from September 2014 to August 2015. The total [...] Read more.
In this study, 56 volatile organic compounds species (VOCs) and other pollutants (NO, NO2, SO2, O3, CO and PM2.5) were measured in the northern suburbs of Nanjing from September 2014 to August 2015. The total volatile organic compound (TVOC) concentrations were higher in the autumn (40.6 ± 23.8 ppbv) and winter (41.1 ± 21.7 ppbv) and alkanes were the most abundant species among the VOCs (18.4 ± 10.0 ppbv). According to the positive matrix factorization (PMF) model, the VOCs were found to be from seven sources in the northern suburbs of Nanjing, including liquefied petroleum gas (LPG) sources, gasoline vehicle emissions, iron and steel industry sources, industrial refining coke sources, solvent sources and petrochemical industry sources. One of the sources was influenced by seasonal variations: it was a diesel vehicle emission source in the spring, while it was a coal combustion source in the winter. According to the conditional probability function (CPF) method, it was found that the main contribution areas of each source were located in the easterly direction (mainly residential areas, industrial areas, major traffic routes, etc.). There were also seasonal differences in concentration, ozone formation potential (OFP), OH radical loss rate (LOH) and secondary organic aerosols potential (SOAP) for each source due to the high volatility of the summer and autumn temperatures, while combustion increases in the winter. Finally, the time series of O3 and OFP was compared to that PM2.5 and SOAP and then they were combined with the wind rose figure. It was found that O3 corresponded poorly to the OFP, while PM2.5 corresponded well to the SOAP. The reason for this was that the O3 generation was influenced by several factors (NOx concentration, solar radiation and non-local transport), among which the influence of non-local transport could not be ignored. Full article
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14 pages, 3707 KB  
Article
Spatial and Temporal Distribution Characteristics and Source Apportionment of VOCs in Lianyungang City in 2018
by Cheng Chen, Lingrui Wang, Yunjiang Zhang, Shanshan Zheng and Lili Tang
Atmosphere 2021, 12(12), 1598; https://doi.org/10.3390/atmos12121598 - 29 Nov 2021
Cited by 11 | Viewed by 2719
Abstract
From April to September 2018, five sampling sites were selected in Lianyungang City for volatile organic compounds (VOCs) analysis, including two sampling sites in the urban area (Lianyungang City Environmental Monitoring Supersite and Mine Design Institute), one sampling site in the industrial area [...] Read more.
From April to September 2018, five sampling sites were selected in Lianyungang City for volatile organic compounds (VOCs) analysis, including two sampling sites in the urban area (Lianyungang City Environmental Monitoring Supersite and Mine Design Institute), one sampling site in the industrial area (Deyuan Pharmaceutical Factory), and two sampling sites from the suburb (Hugou Management Office and YuehaiLou). The results showed that the mean VOCs concentration followed this pattern: industrial area (36.06 ± 12.2 µg m−3) > urban area (33.47 ± 13.0 µg m−3) > suburban area (27.68 ± 9.8 µg m−3). The seasonal variation of the VOCs trend in the urban and suburban areas was relatively consistent, which was different from that in industrial areas. The concentration levels of VOCs components in urban and industrial areas were relatively close, which were significantly higher than that in suburban areas. The possible sources and relative importance of VOCs in Lianyungang City atmosphere were measured by the characteristic ratio of toluene/benzene (T/B), ethane/acetylene (E/E) and isopentane/TVOCs. The contribution of traffic sources to the VOCs in Lianyungang City was significant (T/B ~ 2), and there were obvious aging phenomena in the five sampling sites (E/E > 4). The ratio of isopentane/TVOCs in the contribution of gasoline volatilization sources in urban and suburban areas was significantly bigger than that in industrial areas. According to the maximum incremental reactivity (MIR) method, aromatics (40.32–58.09%) contributed the most to ozone formation potential (OFP) at the five sampling sites. The top 10 OFP species showed that controlling n-hexane and aromatics, such as benzene, toluene, xylene, and trimethylbenzene in Lianyungang City can effectively control ozone generation. Nineteen typical VOCs components were selected and the sources of VOCs from five sampling points were analyzed by the principal component analysis (PCA) model. The sources of VOCs in different areas in Lianyungang were relatively consistent. Five sources were analyzed at the two sampling sites in the urban area: industrial emission + plants, vehicle exhaust, fuel evaporation, combustion and industrial raw materials. Four sources were analyzed in the industrial area: industrial emission + plants, vehicle exhaust, fuel evaporation and combustion. Five sources were analyzed at the two sampling sites in the suburban area: industrial emission + plants, vehicle exhaust, fuel evaporation, combustion and solvent usage. Full article
(This article belongs to the Section Air Quality)
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12 pages, 1543 KB  
Article
Characteristics and Source Apportionment of Summertime Volatile Organic Compounds in a Fast Developing City in the Yangtze River Delta, China
by Jie Zhang, Yu Zhao, Qiuyue Zhao, Guofeng Shen, Qian Liu, Chunyan Li, Derong Zhou and Shekou Wang
Atmosphere 2018, 9(10), 373; https://doi.org/10.3390/atmos9100373 - 25 Sep 2018
Cited by 21 | Viewed by 4484
Abstract
Volatile organic compounds (VOCs) are crucial for ozone formation in the Yangtze River Delta (YRD) in China. The characteristics of ambient VOCs in Nantong, a fast developing city in the YRD, were studied. Sixty ambient air samples were taken at five sites in [...] Read more.
Volatile organic compounds (VOCs) are crucial for ozone formation in the Yangtze River Delta (YRD) in China. The characteristics of ambient VOCs in Nantong, a fast developing city in the YRD, were studied. Sixty ambient air samples were taken at five sites in three sampling days during summer time. One hundred and five VOCs were measured, showing that VOC concentration varied between 27.5 ppbv to 33.1 ppbv at five sites; these levels were generally lower than those for some big Chinese cities like Beijing, Shanghai and Nanjing. With larger fractions of alkanes, the Zilang (ZL) and Sanqu (SQ) sites had relatively higher VOC concentrations among the five sites. The oxidation formation potential (OFP) and secondary aerosol formation potential (SOAFP) were estimated to be 125 μg/m3 and 0.76 μg/m3, respectively. These two values were smaller than those in other big cities, as they were dominated by aromatic compounds (e.g., toluene and benzene) of which concentrations in Nantong were found to be lower. The highest toluene concentration was measured in ZL, implying substantial effects of surface coating industry near the site. Through the Positive Matrix Factorization (PMF) model, the identified sources of VOCs included LPG (Liquefied petroleum gas) combustion (13.9%), chemical industry (8.5%), natural gas use (15.6%), gasoline evaporation (12.8%), petrol industry use (11.8%), solvent use (16.2%) vehicle exhausts (12.1%) and surface coating (9.2%). A relatively small contribution from vehicles was found in Nantong compared with other big cities. Moreover, LPG emissions were identified to be relatively important in Nantong, indicated by the large mass fraction of propane and ethane concentrations in the atmosphere. Full article
(This article belongs to the Section Air Quality)
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