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Interaction between marine and terrestrial biogenic volatile organic compounds: Non-linear effect on secondary organic aerosol formation 海洋和陆地生物挥发性有机化合物之间的相互作用:对二次有机气溶胶形成的非线性影响
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-11 DOI: 10.1016/j.atmosenv.2024.120868
Xiaowen Chen, Lin Du, Zhaomin Yang, Shan Zhang, Narcisse Tsona Tchinda, Jianlong Li, Kun Li
{"title":"Interaction between marine and terrestrial biogenic volatile organic compounds: Non-linear effect on secondary organic aerosol formation","authors":"Xiaowen Chen,&nbsp;Lin Du,&nbsp;Zhaomin Yang,&nbsp;Shan Zhang,&nbsp;Narcisse Tsona Tchinda,&nbsp;Jianlong Li,&nbsp;Kun Li","doi":"10.1016/j.atmosenv.2024.120868","DOIUrl":"10.1016/j.atmosenv.2024.120868","url":null,"abstract":"<div><div>Biogenic volatile organic compounds (BVOCs) are the largest source of secondary organic aerosols (SOA) globally. However, the complex interactions between marine and terrestrial BVOCs remain unclear, inhibiting our in-depth understanding of the SOA formation in the coastal areas and its environmental impacts. Here, we performed smog chamber experiments with mixed <em>α</em>-pinene (a typical monoterpene) and dimethyl sulfide (DMS, a typical marine emission BVOC) to investigate their possible interactions and subsequent SOA formation. It is found that DMS has a non-linear effect on SOA generation: The mass concentration and yield of SOA show increasing and then decreasing trends with the increase of the initial concentration of DMS. The increasing trend can be attributed to OH regeneration from isomerization of the CH<sub>3</sub>SCH<sub>2</sub>OO radical together with acid-catalyzed heterogeneous reactions by the oxidation of DMS, while the decreasing trend is explained by the less contribution of isomerization reaction and the high OH reactivity that inhibits the formation of low volatility products. The results from infrared spectra and mass spectra together reveal the contribution of sulfur-containing molecules in the mixed system. Moreover, the mass spectra results indicate that acidic products generated by DMS photooxidation enhance the O:C ratio, while organosulfates are produced to contribute to the formation of mixed SOA. In addition, the trends in relative abundance of highly oxygenated organic molecules (HOMs) with C<sub>8</sub> - C<sub>10</sub> multiple functional groups in different mixed systems agree well with the turning point of the SOA yield. The findings of this study have significant implications for understanding binary or more complex systems in the atmosphere in the coastal areas.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"338 ","pages":"Article 120868"},"PeriodicalIF":4.2,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142433965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analytical optical methods for measuring organic peroxides and hydroperoxides: An evaluation 测量有机过氧化物和氢过氧化物的分析光学方法:评估
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-11 DOI: 10.1016/j.atmosenv.2024.120858
D. Alba-Elena , M.T. Baeza-Romero , X. Wang , J. Abbatt , Carolina Hernandez , Edelmira Valero
{"title":"Analytical optical methods for measuring organic peroxides and hydroperoxides: An evaluation","authors":"D. Alba-Elena ,&nbsp;M.T. Baeza-Romero ,&nbsp;X. Wang ,&nbsp;J. Abbatt ,&nbsp;Carolina Hernandez ,&nbsp;Edelmira Valero","doi":"10.1016/j.atmosenv.2024.120858","DOIUrl":"10.1016/j.atmosenv.2024.120858","url":null,"abstract":"<div><div>Hydrogen peroxide, organic peroxides and hydroperoxides exhibit high reactivity and play a pivotal role in atmospheric chemistry. These compounds are formed during the oxidation of volatile organic compounds in both gaseous and aqueous phases, particularly under low NOx conditions. Their significant contribution to the mass of secondary organic aerosols (SOA) is well-documented, and they are believed to have significant health implications. Several spectrophotometric methods have been employed to measure SOA-bound peroxides in laboratory samples, but systematic comparisons are lacking. In this study, we have assessed the advantages and limitations of these methods, including the traditional and microwave-assisted iodometric methods, the 4-nitrophenyl boronic acid assay (NPBA), and the Fenton reaction-assisted ferrous-xylenol (FOX2) assay. Besides, a comprehensive evaluation of these methodologies was conducted for the first time across a substantial cohort of commercial peroxides and hydroperoxides, employing diverse solvents (namely, water, 1-propanol, acetonitrile, methanol and chloroform) to provide broader insights compared to previous work. Ultimately, the four methods were applied and compared for peroxide determination in laboratory-generated SOA resulting from gas-phase ozonolysis of α-pinene. This study opens new opportunities for future mechanistic investigation into SOA formation and reactivity.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"339 ","pages":"Article 120858"},"PeriodicalIF":4.2,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of urbanized atmosphere-land processing to the near-ground distribution of air pollution over Central Liaoning Urban Agglomeration 城市化大气-土地处理对辽宁中部城市群大气污染近地面分布的影响
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-10 DOI: 10.1016/j.atmosenv.2024.120866
Wenxi Zhang , Zhenxin Liu , Xiaolan Li , Yuhao Mao , Yanjun Ma , Hong Liao
{"title":"Impact of urbanized atmosphere-land processing to the near-ground distribution of air pollution over Central Liaoning Urban Agglomeration","authors":"Wenxi Zhang ,&nbsp;Zhenxin Liu ,&nbsp;Xiaolan Li ,&nbsp;Yuhao Mao ,&nbsp;Yanjun Ma ,&nbsp;Hong Liao","doi":"10.1016/j.atmosenv.2024.120866","DOIUrl":"10.1016/j.atmosenv.2024.120866","url":null,"abstract":"<div><div>Urban heat island effect and local atmospheric boundary layer circulation caused by urbanization are important factors affecting the transport and spatial and temporal distribution of atmospheric particulate matter in cities and surrounding areas. To analyze the local atmospheric circulation and its influence on the temporal and spatial characteristics of PM<sub>2.5</sub> concentration over the Central Liaoning Urban Agglomeration, a heavy haze process was selected. The atmospheric chemistry model WRF-Chem was applied for numerical simulations with sensitivity experiments of urban canopy physical processes. The experiment case (EXP) was set up by coupling an improved urban canopy model with WRF-Chem, in which more details of inhomogeneous wind and diffusion in the complexed street canyon were fully and reasonably considered. Compared with the control case (CTR) by the original WRF-Chem, the deviation of the simulated and observed near-surface temperature and atmospheric boundary layer height was significantly improved in EXP: the error during the daytime was reduced from −1.30% and −48.39% in CTR to −0.78% and −33.68% in EXP, respectively, while during the nighttime it was reduced from −1.15% and −48.98% to 0.05% and −24.42%. The simulation accuracy of the near-surface PM<sub>2.5</sub> concentration in EXP was also significantly higher: the deviation during the daytime was 18.24% in CTR and 3.28% in EXP, while it was reduced from 40.69% in CTR to 28.88% in EXP during the nighttime. Thus, the EXP improved significantly in meteorological simulation during the nighttime, and then particulate matter concentrations in EXP during the nighttime were obviously improved. This study shows that improving the wind profiles and diffusion mechanism in urban canopy schemes in the air quality model can effectively improve the simulation ability of the model on the transport and diffusion processes of atmospheric pollutants in cities and surrounding areas, thus improving the simulation ability of urban near-surface air pollution concentration.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"339 ","pages":"Article 120866"},"PeriodicalIF":4.2,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142441296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of biomass burning on air quality: A case study of the agricultural region in South Korea 生物质燃烧对空气质量的影响:韩国农业地区案例研究
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-09 DOI: 10.1016/j.atmosenv.2024.120864
Jihee Ban , Taehyun Park , Seokwon Kang , Siyoung Choi , Gracie Wong , Jinsoo Choi , Beom-Keun Seo , Saewung Kim , Joonyoung Ahn , Yongjae Lim , Minyoung Sung , Soyoung Jung , Jiyun Jung , Hyunjae Kim , Seung-Myung Park , Jaeyun Lee , Jongho Kim , Jeongho Kim , Soo Bog Park , Jinsoo Park , Taehyoung Lee
{"title":"Impact of biomass burning on air quality: A case study of the agricultural region in South Korea","authors":"Jihee Ban ,&nbsp;Taehyun Park ,&nbsp;Seokwon Kang ,&nbsp;Siyoung Choi ,&nbsp;Gracie Wong ,&nbsp;Jinsoo Choi ,&nbsp;Beom-Keun Seo ,&nbsp;Saewung Kim ,&nbsp;Joonyoung Ahn ,&nbsp;Yongjae Lim ,&nbsp;Minyoung Sung ,&nbsp;Soyoung Jung ,&nbsp;Jiyun Jung ,&nbsp;Hyunjae Kim ,&nbsp;Seung-Myung Park ,&nbsp;Jaeyun Lee ,&nbsp;Jongho Kim ,&nbsp;Jeongho Kim ,&nbsp;Soo Bog Park ,&nbsp;Jinsoo Park ,&nbsp;Taehyoung Lee","doi":"10.1016/j.atmosenv.2024.120864","DOIUrl":"10.1016/j.atmosenv.2024.120864","url":null,"abstract":"<div><div>Various combustion processes occur concurrently during biomass burning events, emitting a complex mixture of particulate and gaseous pollutants into the atmosphere. These emissions undergo chemical transformations facilitated by factors such as solar radiation and cloud formation, thereby altering the composition of aerosols. Additionally, these pollutants can affect the region of origin and neighboring countries, presenting regional and global environmental challenges. Therefore, precise evaluation of the particulate and gaseous pollutants emitted during biomass burning is essential to formulate effective management strategies. This study aimed to assess the concentration and chemical characteristics of particulate matter emitted during biomass burning in South Korea. On June 7, 2021, a research flight was conducted utilizing a High Resolution Time-of-Flight Aerosol Mass Spectrometer (HR-ToF-AMS) and a Single Particle Soot Photometer (SP2) for airborne measurements over South Korea inland areas. For data analysis based on administrative regions, the flight path was divided into four major areas (Areas A, B, C, and D). During the research flight, evidence of biomass burning events was observed primarily in Area C. A positive matrix factorization (PMF) analysis categorized the organic aerosols (OA) into five factors: biomass burning OA (BBOA), hydrocarbon-like OA (HOA1, HOA2), low-oxidized oxygenated OA (LO-OOA), and more-oxidized OOA (MO-OOA). Across all areas, MO-OOA accounted for the highest proportion of aerosols, whereas BBOA dominated in Area C at 23.8%, indicating the significant influence of biomass burning in this region. Instead of running a PMF analysis with all measurement data, a BBOA formula was derived from the previous study and this one. This allows us to estimate BBOA concentration without running PMF.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"339 ","pages":"Article 120864"},"PeriodicalIF":4.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142529442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gas-liquid interfacial reaction mechanisms of typical small α-dicarbonyls in the neutral and acidic droplets: Implications for secondary organic aerosol formation 中性和酸性液滴中典型小 α-二羰基的气液界面反应机制:对二次有机气溶胶形成的影响
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-09 DOI: 10.1016/j.atmosenv.2024.120859
Qiuju Shi , Ruize Ma , Yongpeng Ji , Weina Zhang , Yuemeng Ji , Taicheng An
{"title":"Gas-liquid interfacial reaction mechanisms of typical small α-dicarbonyls in the neutral and acidic droplets: Implications for secondary organic aerosol formation","authors":"Qiuju Shi ,&nbsp;Ruize Ma ,&nbsp;Yongpeng Ji ,&nbsp;Weina Zhang ,&nbsp;Yuemeng Ji ,&nbsp;Taicheng An","doi":"10.1016/j.atmosenv.2024.120859","DOIUrl":"10.1016/j.atmosenv.2024.120859","url":null,"abstract":"<div><div>Small α-dicarbonyls (SαDs) are well-known as the important precursors of secondary organic aerosol (SOA). Hence, it is imperative to understand the atmospheric chemistry of SαDs to contribute to SOA formation. In this work, we investigated the interfacial chemistry of typical SαDs, including methylglyoxal (MG) and biacetyl (BA) in the neutral and acidic droplets by combined molecular dynamics and quantum chemical calculations. The <em>trans</em> configurations of MG and BA are found to be the favorable configurations at the interfaces and are prone to stay at the gas-liquid interface of the acidic droplet. The C=O group exhibits a preferential uptake orientation towards the interface because the carbonyl-O atom has a strong interaction with interfacial H<sub>2</sub>O. The uptakes and accumulations of MG and BA at the interfaces are promoted by the acidic condition. Subsequent interfacial hydrations of MG and BA in the acidic droplet are beneficial to yield diols, which can engage in oligomerization in the droplet interior to contribute SOA formation. Our results provide the theoretical insight into the interfacial chemistry of SαDs and their role in SOA formation.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"338 ","pages":"Article 120859"},"PeriodicalIF":4.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced mass scattering efficiencies of background dust aerosols over East Asia following the passage of dust plumes 尘羽通过后东亚上空背景尘埃气溶胶的质量散射效率增强
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-09 DOI: 10.1016/j.atmosenv.2024.120862
Chenguang Tang , Yingjing Lin , Pengfei Tian , Jinsen Shi , Tao Deng , Xuejiao Deng , Yu Zou , Lei Zhang
{"title":"Enhanced mass scattering efficiencies of background dust aerosols over East Asia following the passage of dust plumes","authors":"Chenguang Tang ,&nbsp;Yingjing Lin ,&nbsp;Pengfei Tian ,&nbsp;Jinsen Shi ,&nbsp;Tao Deng ,&nbsp;Xuejiao Deng ,&nbsp;Yu Zou ,&nbsp;Lei Zhang","doi":"10.1016/j.atmosenv.2024.120862","DOIUrl":"10.1016/j.atmosenv.2024.120862","url":null,"abstract":"<div><div>The transported dust particles significantly impact global weather and climate. Previous studies focused primarily on the physical and chemical properties of dust plumes, but the interaction mechanism between these dust plumes and background dust aerosols remains unclear. We explored this issue using in-situ observation data of the East Asia dust from the Semi-Arid Climate and Environment Observatory of Lanzhou University (SACOL) during January 2013. We identified a dust plume originating from the Gurbantunggut Desert, which triggered a four-day dust event with an average dust concentration of 67.2 μg m<sup>−3</sup>. Notably, this dust event led to a significant increase in mass scattering efficiencies of dust, shifting from an inverted U-shape to a continuously increasing pattern with wavelength. The enhanced dust mass scattering efficiency inhibited the development of the planetary boundary layer. These changes persisted for at least two weeks after the event, primarily due to the resuspension of deposited dust particles altering the size of background dust particle. Our findings highlight the ability of dust plumes to enhance the scattering efficiency of background dust aerosols and providing new insights into the complex interactions between dust and the atmosphere.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"338 ","pages":"Article 120862"},"PeriodicalIF":4.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Estimation of nighttime PM2.5 concentrations over Seoul using Suomi NPP/VIIRS Day/Night Band 利用 Suomi NPP/VIIRS 日/夜波段估算首尔上空的夜间 PM2.5 浓度
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-09 DOI: 10.1016/j.atmosenv.2024.120861
Gyo-Hwang Choo, Kyunghwa Lee, Goo Kim
{"title":"Estimation of nighttime PM2.5 concentrations over Seoul using Suomi NPP/VIIRS Day/Night Band","authors":"Gyo-Hwang Choo,&nbsp;Kyunghwa Lee,&nbsp;Goo Kim","doi":"10.1016/j.atmosenv.2024.120861","DOIUrl":"10.1016/j.atmosenv.2024.120861","url":null,"abstract":"<div><div>With rapid economic development and urban growth, Seoul experiences severe air pollution due to fine particulate matter with an aerodynamic diameter of ≤2.5 μm (PM<sub>2.5</sub>), which is detrimental to human health. Although recent studies have extensively focused on estimating daytime PM<sub>2.5</sub> concentrations using various types of satellite data, there remains a significant lack of research on nighttime PM<sub>2.5</sub> estimations. This study estimated nighttime PM<sub>2.5</sub> in Seoul from December 2018 to November 2019 using multiple linear regression (MLR) and random forest (RF) models. These models, which incorporated data on radiance, moon illumination fraction, and terrain height from the Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) on board the Suomi National Polar-orbiting Partnership satellite covering all moon phases, also utilized meteorological data from the ERA5 reanalysis by the European Centre for Medium-Range Weather Forecasts (ECMWF). To address multicollinearity, seasonal models were developed using forward stepwise regression and variance inflation factor analysis. DNB radiance analysis indicates that the high intensity of artificial light sources in Seoul significantly reduces the impact of moonlight, leading to notable changes in the DNB radiation associated with PM<sub>2.5</sub> concentrations. Consequently, this study estimated nighttime PM<sub>2.5</sub> over Seoul across all moon phases. These estimates were then validated through 10-fold cross-validation. The RF model exhibited superior accuracy, with a coefficient of determination (R<sup>2</sup>) of 0.65–0.90, compared to MLR, with R<sup>2</sup> of 0.15–0.50, reflecting seasonal fluctuations in the model performance. The developed models can be applied to estimate reliable nighttime PM<sub>2.5</sub> concentrations in megacities with strong artificial light sources, utilizing a comprehensive dataset from satellite observations for all moon phases. Additionally, our findings can serve as scientific data for establishing environmental policies by providing valuable insights into understanding air pollution primarily caused by PM<sub>2.5</sub>.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"338 ","pages":"Article 120861"},"PeriodicalIF":4.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two different approaches for source apportionment of ambient black carbon in highly polluted environments 高污染环境中环境黑碳来源分配的两种不同方法
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-09 DOI: 10.1016/j.atmosenv.2024.120863
Ajit Kumar , Vikas Goel , Mohd Faisal , Umer Ali , Rakesh Maity , Dilip Ganguly , Vikram Singh , Mayank Kumar
{"title":"Two different approaches for source apportionment of ambient black carbon in highly polluted environments","authors":"Ajit Kumar ,&nbsp;Vikas Goel ,&nbsp;Mohd Faisal ,&nbsp;Umer Ali ,&nbsp;Rakesh Maity ,&nbsp;Dilip Ganguly ,&nbsp;Vikram Singh ,&nbsp;Mayank Kumar","doi":"10.1016/j.atmosenv.2024.120863","DOIUrl":"10.1016/j.atmosenv.2024.120863","url":null,"abstract":"<div><div>The aethalometer model (AM) is widely used for source apportionment (SA) of black carbon (BC) in regions with mixed BC sources despite being initially developed for a relatively simplistic and low-pollution environments. The present study interrogates the applicability of AM in highly polluted metropolitan environments by comparing its results with the more nuanced Positive Matrix Factorization (PMF) model. The measurements were conducted in Delhi during the winter and summer season. PMF apportions the BC into diverse sources by taking help from complementary trace elemental measurements, thereby acknowledging the complex pollution landscape of the Delhi region. The AM estimates BC<sub>bb</sub> (BC from biomass burning) and BC<sub>ff</sub> (BC from fossil fuel combustion) contributions as 48.3% and 51.7% during the winter and 16.6% and 83.4% during the summer, respectively.</div><div>In contrast, the PMF model-derived biomass burning factor is the dominant source of BC during both winter and summer seasons, contributing 53.9% and 44% of the total BC, respectively. The decrease in light absorption at UV wavelengths of biomass-burning aerosols owing to escalated ambient aging is posited to be the reason for BC<sub>bb</sub> underprediction by the AM model during summers. Furthermore, while the AM model identifies fossil fuel combustion as the only other BC source apart from biomass burning, the PMF model apportions BC to five additional sources during winter, including vehicle emissions (22.9%), Pb-rich factor (10%), power plant (5.7%), waste incineration (4%) and industrial emission (3.6%). The contribution of these BC sources during summer is vehicular emission (16.5%), power plant (14.5%), waste incineration (11.5%), Pb-rich factor (9.5%), and industrial emission (4%). Additionally, the spectral variation of the light absorption properties of black carbon (b<sub>BCabs</sub>) and brown carbon (b<sub>BrCabs</sub>), delta-C effect, and sensitivity of the AM are reported for the study period. The present study cautions that BC source apportionment can be complex in highly polluted metropolitan environments, and complementary tracer measurements are recommended for reliable results.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"338 ","pages":"Article 120863"},"PeriodicalIF":4.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142433967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Estimation of carbon emissions in various clustered regions of China based on OCO-2 satellite XCO2 data and random forest modelling 基于 OCO-2 卫星 XCO2 数据和随机森林模型的中国各集群地区碳排放估算
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-08 DOI: 10.1016/j.atmosenv.2024.120860
Yibing Tan , Shanshan Wang , Ruibin Xue , Sanbao Zhang , Tianyu Wang , Jiaqi Liu , Bin Zhou
{"title":"Estimation of carbon emissions in various clustered regions of China based on OCO-2 satellite XCO2 data and random forest modelling","authors":"Yibing Tan ,&nbsp;Shanshan Wang ,&nbsp;Ruibin Xue ,&nbsp;Sanbao Zhang ,&nbsp;Tianyu Wang ,&nbsp;Jiaqi Liu ,&nbsp;Bin Zhou","doi":"10.1016/j.atmosenv.2024.120860","DOIUrl":"10.1016/j.atmosenv.2024.120860","url":null,"abstract":"<div><div>Atmospheric carbon dioxide (CO<sub>2</sub>) stands as one of the most important greenhouse gasses, with steadily increasing concentrations attributable to human activities. In the pursuit of reaching peak carbon and carbon neutrality goals, it is essential to quantify carbon emissions and evaluate carbon reduction strategies. To establish a high-precision observation with full time series and spatial coverage, a spatio-temporal interpolation method was developed to obtain XCO<sub>2</sub> data over mainland China at a resolution of 0.5° × 0.5° for the years 2015–2021. An east-west gradient, higher levels in the east and lower levels in the west, was observed, exhibiting a seasonal pattern of elevation in spring and reduction in summer. Subsequently, the research area is classified into seven clusters based on time-series XCO<sub>2</sub> anomalies (ΔXCO<sub>2</sub>) and ODIAC (Open Source Data Inventory of Anthropogenic Carbon Dioxide) carbon emission data. This classification aims to emphasize the differentiation of spatial heterogeneity in carbon emissions and the results highlight that regions with high ΔXCO<sub>2</sub> reflect higher carbon emission. Finally, the carbon emissions of each cluster were estimated by using a random forest model individually yielding an R<sup>2</sup> of approximately 0.6. For assessing the variables influencing carbon emission predictions, the importance of each variable was calculated. Specifically, NightTime Lighting data (NTL), representing human production activities, emerged as a crucial variable influencing carbon emission predictions in most clusters. In comparison, Gross Primary Productivity (GPP) is considered a more critical variable in Southwest China (SWC), primarily owing to the intricate vegetation carbon sink system in this region. Temperature (T) emerges as a key variable influencing the estimation of carbon emissions in certain developed cities in Eastern China (EC), driven by the urban heat island effect which amplifies energy consumption, modifies land use, and impacts urban systems, influencing the spatial patterns of carbon emissions. Carbon emissions in different characteristic regions was quantified by establishing machine learning models with remote sensing data, which can provide new insights and support for refined carbon monitoring and management strategy.</div></div>","PeriodicalId":250,"journal":{"name":"Atmospheric Environment","volume":"338 ","pages":"Article 120860"},"PeriodicalIF":4.2,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of VOCs emission inventory in Seoul through spatiotemporal observations using passive and online PAMS measurements 利用被动和在线 PAMS 测量,通过时空观测评估首尔的挥发性有机化合物排放清单
IF 4.2 2区 环境科学与生态学
Atmospheric Environment Pub Date : 2024-10-08 DOI: 10.1016/j.atmosenv.2024.120857
Jimin Lee , Meehye Lee , Limseok Chang , Sun-A Shin , Kwangrae Kim , Yongsuk Choi , Hakmyeong Lim , Sung-Deuk Choi , Gangwoong Lee
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