Insights on ozone pollution control in urban areas by decoupling meteorological factors based on machine learning DOI Creative Commons
Yuqing Qiu, Xin Li,

Wenxuan Chai

и другие.

Опубликована: Июль 1, 2024

Abstract. Ozone (O3) pollution is posing significant challenges to urban air quality improvement in China. The formation of surface O3 intricately linked chemical reactions which are influenced by both meteorological conditions and local emissions precursors (i.e., NOx VOCs). atmospheric environment capacity decreases when deteriorate, resulting the accumulation pollutants. Although a series emission reduction measures have been implemented areas, effectiveness O₃ control proves inadequate. Primarily due adverse changes conditions, effects masked. In this study, we integrated machine learning model, observation-based model positive matrix factorization based on four years continuous observation data from typical site. We found that transport dispersion impact distribution concentration. During warm season, contributions concentration ranged 12.9 % 24.0 %. After normalization, sensitivity source apportionment VOCs changed. changed NOx-limited regime transition between VOC- regimes during event. Vehicle exhaust became primary VOC after removing effect dispersion, contributing 41.8 periods. On contrary, contribution combustion decreased 33.7 25.1 Our results provided new recommendations insights for implementing evaluating areas.

Язык: Английский

Source apportionment of consumed volatile organic compounds in the atmosphere DOI

Yao Gu,

Baoshuang Liu,

He Meng

и другие.

Journal of Hazardous Materials, Год журнала: 2023, Номер 459, С. 132138 - 132138

Опубликована: Июль 24, 2023

Язык: Английский

Процитировано

31

Significance of Volatile Organic Compounds to Secondary Pollution Formation and Health Risks Observed during a Summer Campaign in an Industrial Urban Area DOI Creative Commons
Li Cao,

Qihui Men,

Zihao Zhang

и другие.

Toxics, Год журнала: 2024, Номер 12(1), С. 34 - 34

Опубликована: Янв. 1, 2024

The chemical complexity and toxicity of volatile organic compounds (VOCs) are primarily encountered through intensive anthropogenic emissions in suburban areas. Here, pollution characteristics, impacts on secondary formation, health risks were investigated continuous in-field measurements from 1–30 June 2020 Nanjing, adjacent to national petrochemical industrial parks China. On average, the total VOCs concentration was 34.47 ± 16.08 ppb, which comprised mostly by alkanes (41.8%) halogenated hydrocarbons (29.4%). In contrast, aromatics (17.4%) dominated ozone formation potential (OFP) aerosol (SOAFP) with 59.6% 58.3%, respectively. Approximately 63.5% emitted industry solvent usage based source apportionment results, followed biogenic 22.3% vehicle 14.2%. Of observed 46 VOC species, hexachlorobutadiene, dibromoethane, butadiene, tetrachloroethane, vinyl chloride contributed as high 98.8% carcinogenic risk, a large fraction ascribed high-level during episodes nighttime. Therefore, mitigation industries would be an effective way reduce conurbation

Язык: Английский

Процитировано

12

Investigation on ozone formation mechanism and control strategy of VOCs in petrochemical region: Insights from chemical reactivity and photochemical loss DOI
Huarui Ren,

Zhongyan Xia,

Lingbo Yao

и другие.

The Science of The Total Environment, Год журнала: 2024, Номер 914, С. 169891 - 169891

Опубликована: Янв. 6, 2024

Язык: Английский

Процитировано

9

Insights into ozone pollution control in urban areas by decoupling meteorological factors based on machine learning DOI Creative Commons
Yuqing Qiu, Xin Li,

Wenxuan Chai

и другие.

Atmospheric chemistry and physics, Год журнала: 2025, Номер 25(3), С. 1749 - 1763

Опубликована: Фев. 7, 2025

Abstract. Ozone (O3) pollution is posing significant challenges to urban air quality improvement in China. The formation of surface O3 intricately linked chemical reactions which are influenced by both meteorological conditions and local emissions precursors (i.e., NOx volatile organic compounds, VOCs). When deteriorate, the atmosphere's capacity cleanse pollutants decreases, leading accumulation pollutants. Although a series emission reduction measures have been implemented areas, effectiveness control proves inadequate. Primarily due adverse changes conditions, effects masked. In this study, we integrated machine learning model, an observation-based positive matrix factorization model based on 4 years continuous observation data from typical site. We found that transport dispersion impact distribution concentration. During warm season, contributions concentration ranged 12.9 % 24.0 %. After normalization, sensitivity source apportionment VOCs changed. shifted towards transition regime between VOC- NOx-limited regimes during event. Vehicle exhaust became primary VOC after “removing” effect dispersion, contributing 41.8 periods. On contrary, contribution combustion decreased 33.7 25.1 Our results provided new recommendations insights for implementing evaluating areas.

Язык: Английский

Процитировано

1

Changes in factor profiles deriving from photochemical losses of volatile organic compounds: Insight from daytime and nighttime PMF analyses DOI
Baoshuang Liu, Tao Yang,

Sicong Kang

и другие.

Journal of Environmental Sciences, Год журнала: 2024, Номер 151, С. 627 - 639

Опубликована: Апрель 27, 2024

Язык: Английский

Процитировано

5

Quantitative for photochemical loss of volatile organic compounds upon ozone formation chemistry at an industrial City (Zibo) in North China Plain DOI
Wen‐Ting Wang,

Zhensen Zheng,

Yanhui Liu

и другие.

Environmental Research, Год журнала: 2024, Номер 256, С. 119088 - 119088

Опубликована: Май 18, 2024

Язык: Английский

Процитировано

5

The Characteristics, Sources, and Health Risks of Volatile Organic Compounds in an Industrial Area of Nanjing DOI Creative Commons
Tao Tan, Xinyuan Xu,

Haixin Gu

и другие.

Toxics, Год журнала: 2024, Номер 12(12), С. 868 - 868

Опубликована: Ноя. 29, 2024

This study investigates the chemical complexity and toxicity of volatile organic compounds (VOCs) emitted from national petrochemical industrial parks their effects on air quality in an area Nanjing, China. Field measurements were conducted 1 December 2022, to 17 April 2023, focusing VOC concentrations speciations, diurnal variations, ozone formation potential (OFP), source identification, associated health risks. The results revealed average total (TVOC) concentration 15.9 ± 12.9 ppb OFP 90.1 109.5 μg m−3. Alkanes constituted largest fraction VOCs, accounting for 44.1%, while alkenes emerged as primary contributors OFP, comprising 52.8%. TVOC peaked before dawn, a pattern attributed early morning activities nighttime heavy vehicle operations. During periods classified clean, when levels below 160 m−3, both (15.9 ppb) (90.4 110.0 m−3) higher than those during polluted hours. analysis identified key sources emissions, including automobile exhaust, oil gas evaporation, discharges, with additional pollution adjacent regions. Health risk assessments indicated that acrolein exceeded non-carcinogenic threshold at specific times. Moreover, trichloromethane, 1,3-butadiene, 1,2-dichloroethane, benzene found surpass acceptable lifetime carcinogenic level (1 × 10−6) certain periods. These findings highlight urgent need enhanced monitoring regulatory measures aimed mitigating emissions protecting public areas. In context complex urban areas, policymakers should focus controlling which can not only reduce secondary pollution, but also inhibit harm toxic substances human health.

Язык: Английский

Процитировано

5

Combined PMF modelling and machine learning to identify sources and meteorological influencers of volatile organic compound pollution in an industrial city in eastern China DOI
Wei Chen, Xuezhe Xu,

Wenqing Liu

и другие.

Atmospheric Environment, Год журнала: 2024, Номер 334, С. 120714 - 120714

Опубликована: Июль 23, 2024

Язык: Английский

Процитировано

4

Characteristics and sources of nonmethane volatile organic compounds (NMVOCs) and O3–NOx–NMVOC relationships in Zhengzhou, China DOI Creative Commons
Dong Zhang, Xiao Li, Minghao Yuan

и другие.

Atmospheric chemistry and physics, Год журнала: 2024, Номер 24(15), С. 8549 - 8567

Опубликована: Авг. 1, 2024

Abstract. Nonmethane volatile organic compounds (NMVOCs) are important precursors of ozone (O3) formation under sufficient nitrogen oxide conditions. Understanding the characteristics and emission sources NMVOCs, as well relationship between NMVOCs O3, is great significance for effective O3 pollution control. In this study, continuous online monitoring was carried out in Zhengzhou, Henan, from 1–30 June. Furthermore, study provided recommendations strategies aimed at reducing formation. During observation period, concentration total (TNMVOCs) varied 9.9 to 60.3 ppbv, with an average 22.8 ± 8.3 ppbv. The TNMVOCs during events higher than on clean days. Six major were identified using positive-matrix-factorization model. Vehicular exhausts (28 %), solvent usage (27 industrial production (22 %) main sources. We explore O3–precursors propose observation-oriented control strategies. results relative incremental reactivity (RIR) Empirical Kinetics Modeling Approach show that Zhengzhou anthropogenic compound (AVOC)-limited regime. had largest RIR value, while NOx exhibited a negative value. It noteworthy sensitivity biogenic (BVOCs) greater AVOCs. Considering reduction effect, it recommended ratio AVOCs be maintained no less 3:1 effectively reduce

Язык: Английский

Процитировано

4

Severe photochemical pollution was found in large petrochemical complexes: A typical case study in North China DOI
Wei Wei, Binbin Yao, Xuemei Yang

и другие.

Environmental Pollution, Год журнала: 2024, Номер 344, С. 123343 - 123343

Опубликована: Янв. 12, 2024

Язык: Английский

Процитировано

3