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Prediction of ambient PM2.5 chemical components in Southern California using machine learning 使用机器学习预测南加州环境PM2.5化学成分
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-09-19 DOI: 10.1016/j.aeaoa.2025.100372
Jiani Yang , Sina Hasheminassab , Meredith Franklin , Antong Zhang , David J. Diner , Joseph Pinto , Yuk L. Yung
Fine particulate matter (PM2.5, particulate matter with an aerodynamic diameter ≤2.5 μm) poses major public health and environmental risks, yet the toxicity of its chemical components remains poorly understood due to limited chemical speciation data. In this study we apply an extreme gradient boosting (XGBoost) machine learning framework to predict key PM2.5 components including organic carbon, elemental carbon, nitrate, sulfate, ammonium, and metals, using readily available predictors: total PM2.5 mass concentrations, meteorological variables, trace gas measurements, and indicators of exceptional events (e.g., wildfires, fireworks). Leveraging a decade of data from two monitoring sites in Southern California (Los Angeles and Rubidoux), the models achieved strong predictive performance, particularly for nitrate, ammonium, and elemental carbon. Among the most influential predictors across components were total PM2.5 mass, relative humidity, and boundary layer height. This approach has promise for enhancing satellite remote sensing applications, improving chemical transport model inputs, and generating cost-effective estimates of PM2.5 components during sampling gaps and in regions lacking frequent monitoring. Further research is needed to assess the generalizability of this framework across diverse geographic and climatic settings.
细颗粒物(PM2.5,空气动力学直径≤2.5 μm的颗粒物)构成重大公共健康和环境风险,但由于化学形态数据有限,对其化学成分的毒性仍知之甚少。在本研究中,我们应用极端梯度增强(XGBoost)机器学习框架来预测PM2.5的关键成分,包括有机碳、元素碳、硝酸盐、硫酸盐、铵和金属,使用现成的预测因子:PM2.5总质量浓度、气象变量、痕量气体测量和特殊事件(如野火、烟花)的指标。利用南加州两个监测点(洛杉矶和鲁比杜)十年来的数据,这些模型取得了很强的预测性能,特别是对硝酸盐、铵和元素碳。各分量中影响最大的预测因子是PM2.5总质量、相对湿度和边界层高度。这种方法有望加强卫星遥感应用,改善化学输运模型输入,并在采样间隙和缺乏频繁监测的地区产生具有成本效益的PM2.5成分估算。需要进一步的研究来评估这一框架在不同地理和气候环境下的普遍性。
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引用次数: 0
Comparative study of CO2 capture efficiency using sodium hydroxide and monoethanolamine solutions in a spray column 喷雾塔中氢氧化钠和单乙醇胺捕集CO2效率的比较研究
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-10-21 DOI: 10.1016/j.aeaoa.2025.100383
Abolhasan Ameri , Ali Najarnezhadmashhadi , Ibrahim Abidemi Lawal , Ziqian Wu , Christophe Duwig , Henrik Kusar
This study investigates the CO2 absorption performance of sodium hydroxide (NaOH) and monoethanolamine (MEA) solutions in a spray column under various operational conditions. The effects of gas flow rate (1.25–5.19 L/min), CO2 concentration (10–40 vol%), solvent concentration (2.5–7.5 wt percent (wt.%) for NaOH; 5–25 wt% for MEA), solvent volume (0.5–1.5 L), and temperature (303–323 K) were systematically analyzed. The results show that NaOH achieves a maximum absorption efficiency of 95 % at 5 wt% concentration and the lowest gas flow rate. In comparison, MEA requires a higher concentration of 15 wt% to reach 96 % efficiency under the same conditions. Raising gas flow from 1.25 to 5.19 L/min reduced efficiency to 47 % (NaOH, 5 wt%) and 45 % (MEA, 15 wt%). Increasing solvent temperature from 303 to 323 K significantly improved MEA performance at 3.00 L/min (≈75 %→83 %), while NaOH remained ≳95 % at 1.25 L/min with minor sensitivity. These results show that, in spray columns, high capture can be achieved with relatively low solvent concentrations, implicating lower regeneration energy, reduced solvent degradation, and lower operating costs while clearly delineating operating windows for NaOH vs. MEA.
研究了不同操作条件下氢氧化钠(NaOH)和单乙醇胺(MEA)溶液在喷雾塔中对CO2的吸收性能。气体流速(1.25-5.19 L/min)、CO2浓度(10-40 vol%)、溶剂浓度(2.5-7.5 wt %)对NaOH的影响;5 - 25wt % (MEA),溶剂体积(0.5-1.5 L)和温度(303-323 K)进行系统分析。结果表明,在浓度为5 wt%时,NaOH的吸收率最高可达95%,气体流速最低。相比之下,在相同的条件下,MEA需要更高的浓度15 wt%才能达到96%的效率。将气体流量从1.25升/分钟提高到5.19升/分钟,效率分别降至47% (NaOH, 5 wt%)和45% (MEA, 15 wt%)。当溶剂温度从303 K增加到323 K时,当温度为3.00 L/min(≈75%→83%)时,MEA的灵敏度显著提高,而当温度为1.25 L/min时,NaOH的灵敏度保持在95%左右,灵敏度不高。这些结果表明,在喷雾柱中,相对较低的溶剂浓度可以实现高捕集,这意味着更低的再生能量、更少的溶剂降解和更低的操作成本,同时清楚地描绘了NaOH与MEA的操作窗口。
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引用次数: 0
Assessment of polychlorinated biphenyls (PCBs) in ambient air and its health risk evaluation in an urban city, Bangalore, India 印度班加罗尔某城市环境空气中多氯联苯(PCBs)的评估及其健康风险评价
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-09-18 DOI: 10.1016/j.aeaoa.2025.100371
Thamaraikannan Mohankumar , Dhananjayan Venugopal , Ravichandran Beerappa , Jayanthi Palaniyappan , Raghavendra Lingayya , Jawahar Salavath , Mala Ambikapathy , Panjakumar Karunamoorthy
In recent years, polychlorinated biphenyls (PCBs) in the environment have gained scientific interest because of their persistent nature, widespread occurrence, and the potential threats they pose to humans and the environment. Urban populations are exposed to PCBs through inhalation, ingestion, and dermal absorption of particles present in the air. The present study aimed to evaluate the gaseous and particulate PCB concentrations present in the ambient air based on various seasons and locations and to evaluate the health risks associated with PCBs in urban areas of Bangalore, Karnataka, India. A total of 180 (each PUF and filter paper) samples were collected for the analysis of PCBs in ambient air. PCBs in filter paper and polyurethane foam (PUF) were extracted by ultra-sonication and soxhlet extraction methods, respectively, and analyzed using GC-MS/MS. The maximum mean ∑10PCBs concentration was observed in industrial areas (3.11 ng/m3) and the minimum concentration in rural areas (0.44 ng/m3). Similarly, among the different seasons monitored, the maximum values were observed in the summer season (2.04 ng/m3) and the minimum was in the monsoon season (1.53 ng/m3). The USEPA exposure risk model was used to assess the carcinogenic and non-carcinogenic risks of population exposure to PCBs. The current finding indicates that the carcinogenic risk from ∑10PCBs through inhalation exposure was lower than the permissible limit (1.0E-04) for the urban population. The population residing near industrial, traffic, commercial, and residential areas has a slightly high carcinogenic risk through inhalation exposure and dermal contact. This study demonstrated that Inhalation is the primary route of atmospheric PCB exposure, leading to an increased carcinogenic risk for urban population. Therefore, to alleviate the situation and safeguard humans, further continuous monitoring of other toxic contaminants and investigations of biomarkers are highly recommended.
近年来,环境中的多氯联苯(PCBs)因其持久性、广泛存在性以及对人类和环境的潜在威胁而引起了科学界的关注。城市人口通过吸入、摄入和皮肤吸收空气中存在的颗粒而暴露于多氯联苯。本研究旨在根据不同季节和地点评估环境空气中存在的气态和颗粒多氯联苯浓度,并评估印度卡纳塔克邦班加罗尔城市地区与多氯联苯相关的健康风险。共收集了180份(每个PUF和滤纸)样本用于分析环境空气中的多氯联苯。分别采用超声波法和索氏提取法提取滤纸和聚氨酯泡沫(PUF)中的多氯联苯,并采用气相色谱-质谱联用仪(GC-MS/MS)进行分析。工业地区平均∑10pcb浓度最高(3.11 ng/m3),农村地区平均∑10pcb浓度最低(0.44 ng/m3)。同样,在不同的监测季节中,夏季最大(2.04 ng/m3),季风季节最小(1.53 ng/m3)。使用USEPA暴露风险模型来评估人群暴露于多氯联苯的致癌和非致癌风险。目前的研究结果表明,通过吸入接触∑10PCBs的致癌风险低于城市人口的允许限值(1.0E-04)。居住在工业、交通、商业和居民区附近的人口通过吸入接触和皮肤接触具有稍高的致癌风险。本研究表明,吸入是大气中多氯联苯暴露的主要途径,导致城市人口致癌风险增加。因此,为了缓解这种情况和保护人类,强烈建议进一步持续监测其他有毒污染物和研究生物标志物。
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引用次数: 0
A sectoral model for territorial emission inventory in a low income country - a case study from Madagascar 一个低收入国家区域排放清单的部门模型——来自马达加斯加的案例研究
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-11-20 DOI: 10.1016/j.aeaoa.2025.100399
Rajat Sharma, Erwann Rayssac, Andry Razakamanantsoa, Agnès Jullien
A territorial Emission Inventory combined with Economic Weightage to quantify regional pollutant emissions in low-income countries is presented. The study covers the 5 regions of Fianarantsoa city in Madagascar and is analyzing the dominant sectors of activities and pollutant concentrations for BC, PM10, PM2.5, CO2, CO, and NOx. Ground based surveys are used to assess regional emission related activities. The findings corresponding to residential, hotels and restaurant, open waste burning and transport sectors reveal high levels of total pollutant emissions that is 88.98 T/y of PM, 3.5 T/y of BC, 1375.6 T/y of CO, 158.2 T/y of NOx and 7614 T/y of CO2. The emission estimation combined with economic weightage reveals that despite the residential sector being the primary emitter, hotels and restaurants disproportionately influence emissions and hotspot zones, highlighting the significance of economic activity on emissions. The study highlights significant gaps between regional results from our study when compared to global datasets available in literature, revealing NOx emissions of 158.2 T/y, 6–63 times higher than EDGAR (2.5–25 T/y), alongside BC, PM, CO (2–36 times high), and CO2 (2–8 times high). This study identifies sectoral hotspots and regional emission drivers often overlooked by global top-down inventories. This study highlights a territorial approach that enhances sectoral emission quantification, considering fuel types, sectoral contributions, and economic weightage.
提出了一种结合经济权重的区域排放清单,以量化低收入国家的区域污染物排放。该研究涵盖了马达加斯加Fianarantsoa市的5个地区,并分析了BC、PM10、PM2.5、CO2、CO和NOx的主要活动部门和污染物浓度。地面调查用于评估区域与排放有关的活动。研究结果显示,住宅、酒店和餐馆、露天垃圾焚烧和运输部门的总污染物排放量很高,PM为88.98 T/年,BC为3.5 T/年,CO为1375.6 T/年,NOx为158.2 T/年,CO2为7614 T/年。结合经济权重的排放估算表明,尽管住宅部门是主要排放源,但酒店和餐馆对排放和热点区域的影响不成比例,突出了经济活动对排放的重要性。该研究强调了与文献中可用的全球数据集相比,我们研究的区域结果之间存在显著差距,显示NOx排放量为158.2 T/年,比EDGAR (2.5-25 T/年)高6-63倍,与BC、PM、CO(2-36倍)和CO2(2-8倍)一样。本研究确定了经常被全球自上而下的清单所忽视的行业热点和区域排放驱动因素。本研究强调了一种地域方法,该方法考虑到燃料类型、部门贡献和经济权重,加强了部门排放量化。
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引用次数: 0
One-dimensional computational investigations on a 3- cylinder spark ignition engine fuelled LPG/H2, methanol/gasoline blends, and E85 for meeting future emission norms 为满足未来排放标准,对以LPG/H2、甲醇/汽油混合物和E85为燃料的3缸火花点火发动机进行了一维计算研究
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-09-04 DOI: 10.1016/j.aeaoa.2025.100360
Ufaith Qadiri , Mohammad Alkhedher
This study explores a new strategy for enhancing performance and lowering emissions in a three-cylinder spark ignition engine by utilizing various blended alternative fuels. Using one-dimensional simulation software. Avl Boost analysed the engine's emission characteristics and performance metrics across a speed range of 1500–5000 rpm. The optimal fuel blend 80 % LPG and 20 % hydrogen delivered impressive results. It boosted Brake power by 30 % compared to M10/G90 and by 20 % over E85/G15 while also improving thermal efficiency by 25 %. A comparative analysis of three fuel blends (mixed by volume) showed performance gains across all options. Both M10/G90 and E85/G15 blends exhibited better power output. Brake-specific fuel consumption, and Brake mean effective pressure notably, the E85/G15 blend produced 15 % more brake power than M10/G90 and achieved a 10 % reduction in Bsfc. The LPG80/H220 blend stood out for its efficiency, registering the lowest Bsfc values 45 % and 50 % lower than ethanol and methanol blends, respectively. Emission modelling further confirmed its advantages, as it resulted in the lowest CO, HC, and NOx emissions. However, a slight rise in NOx emissions was observed at higher engine speeds.
本研究探索了一种利用各种混合替代燃料来提高三缸火花点火发动机性能和降低排放的新策略。采用一维仿真软件。Avl Boost分析了发动机在1500-5000 rpm转速范围内的排放特性和性能指标。80%液化石油气和20%氢气的最佳混合燃料产生了令人印象深刻的结果。与M10/G90相比,它将制动功率提高了30%,比E85/G15提高了20%,同时还将热效率提高了25%。三种燃料混合物(按体积混合)的比较分析显示,所有选项的性能都有所提高。M10/G90和E85/G15均表现出较好的输出功率。尤其值得注意的是,E85/G15混合动力车产生的制动功率比M10/G90多15%,Bsfc降低了10%。LPG80/H220混合物在效率方面表现突出,其最低Bsfc值分别比乙醇和甲醇混合物低45%和50%。排放模型进一步证实了它的优势,因为它能产生最低的CO、HC和NOx排放。然而,在较高的发动机转速下,观察到氮氧化物排放量略有上升。
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引用次数: 0
Spatial heterogeneity and sources of atmospheric carbonyls during ozone episodes in the Pearl River Delta 珠江三角洲臭氧事件期间大气羰基的空间异质性及来源
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-11-22 DOI: 10.1016/j.aeaoa.2025.100400
Lei Wei , Daocheng Gong , Chengliang Zhang , Zhuo Yan , Yu Wang , Qinqin Li , Chunlin Zhang , Shuo Deng , Yunfeng Liu , Yiming Zhao , Guanghui Li , Xujun Mo , Ruili Yang , Hao Wang , Boguang Wang
Carbonyls play critical roles in tropospheric photochemistry, significantly influencing radical budgets and ozone (O3) formation. Despite frequent O3 pollution episodes in the Pearl River Delta (PRD), the spatial heterogeneity and sources of carbonyls, particularly long-chain aliphatic saturated aldehydes (≥C6), remain poorly characterized. This study conducted large-scale grid-based sampling analysis of 23 carbonyls across 35 sites in the PRD during spring and autumn O3 pollution episodes in 2021. Higher concentrations were observed in the eastern PRD and Pearl River Estuary compared to the western PRD, with formaldehyde, acetaldehyde, acetone, and 2-butanone dominating the carbonyl profile. Short-chain carbonyls (C1 ∼ C5) exhibited strong correlations with industrial density, confirming anthropogenic dominance. Long-chain aldehydes showed non-biogenic characteristics, with significant contributions from cooking, shipping, and industrial processes involving fatty acids. Ozone formation potential analysis revealed that formaldehyde and acetaldehyde remained the principal contributors to O3 formation. However, the contribution of long-chain aldehydes was substantial at specific local sites (notably some rural locations), in some cases exceeding that of short-chain aldehydes. Our findings underscore the need for targeted control strategies addressing both short-chain and long-chain carbonyls, particularly from industrial and cooking-related sources.
羰基在对流层光化学中起关键作用,显著影响自由基收支和臭氧(O3)的形成。尽管珠江三角洲臭氧污染事件频繁发生,但羰基,特别是长链脂肪饱和醛(≥C6)的空间异质性和来源特征仍然很差。本研究在2021年春季和秋季臭氧污染期间,对珠三角35个地点的23种羰基进行了大规模网格抽样分析。与珠三角西部相比,珠三角东部和珠江口的甲醛、乙醛、丙酮和2-丁酮的浓度较高。短链羰基(C1 ~ C5)与工业密度表现出很强的相关性,证实了人为的优势。长链醛表现出非生物源性特征,在烹饪、航运和涉及脂肪酸的工业过程中发挥了重要作用。臭氧形成潜力分析表明,甲醛和乙醛仍然是臭氧形成的主要贡献者。然而,长链醛在特定地点(特别是一些农村地点)的贡献是巨大的,在某些情况下超过了短链醛。我们的研究结果强调了针对短链和长链羰基的有针对性的控制策略的必要性,特别是来自工业和烹饪相关的来源。
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引用次数: 0
Environmental performance of plug-in hybrid electric vehicles: Impacts of driving cycles, ambient temperature, and auxiliary loads 插电式混合动力汽车的环境性能:行驶周期、环境温度和辅助负荷的影响
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-11-07 DOI: 10.1016/j.aeaoa.2025.100393
Betsy Sandoval Guzmán, Mathias Huber, Philippe Zimmermann, Barbara Zeps, Christian Bach, Miriam Elser
Plug-in Hybrid Electric Vehicles (PHEVs) play an important role in the transition to sustainable transportation, but their real-world performance often deviates from type-approval values. These deviations stem from factors not captured in standard test procedures, including driving dynamics, ambient temperature, and use of auxiliary systems. As a result, real-world fuel consumption for PHEVs in Europe is, on average, up to five times higher than certified values. To address this gap, the present study provides an empirical evaluation of the performance of eight PHEV passenger cars using controlled test-bench measurements under various conditions. The analyses focus on the influence of low ambient temperature, dynamic driving, and auxiliary heating on electric range, energy consumption (fuel and electric energy demand), and carbon dioxide and key pollutants emissions. Results show a substantial reduction in electric range under demanding conditions, increasing reliance on the combustion engine and leading to higher fuel consumption and emissions. These findings underscore the limitations of current type-approval procedures and the importance of considering real-world usage conditions in environmental assessments.
插电式混合动力汽车(phev)在向可持续交通的过渡中发挥着重要作用,但其实际性能往往偏离型式认可值。这些偏差源于标准测试程序中未捕获的因素,包括驾驶动力学、环境温度和辅助系统的使用。因此,在欧洲,插电式混合动力车的实际油耗平均高达认证值的五倍。为了解决这一差距,本研究采用控制试验台测量方法对8辆插电式混合动力乘用车在不同条件下的性能进行了实证评估。重点分析了低环境温度、动态驾驶和辅助加热对电动里程、能耗(燃料和电力能源需求)、二氧化碳和主要污染物排放的影响。结果显示,在苛刻的条件下,电动里程大幅减少,增加了对内燃机的依赖,导致更高的燃油消耗和排放。这些发现强调了目前型式核准程序的局限性以及在环境评估中考虑实际使用条件的重要性。
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引用次数: 0
Future air quality and human health benefits of net-zero CO2 emissions pathway in China 二氧化碳净零排放路径对中国未来空气质量和人类健康的影响
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-09-22 DOI: 10.1016/j.aeaoa.2025.100374
Yuhang Zhao , Yun Shu , Hong Sun , Shaohui Zhang , Yinhe Deng
While growing attention has been paid to the co-benefits of climate policies, existing research often lacks granularity in evaluating diverse low-carbon transition strategies and their effects on air pollution and public health, particularly within the context of China's rapidly aging demographic. Here, we assess the PM2.5 air quality and health co-benefits of a net-zero CO2 emissions (NZE) pathway aligned with the 1.5 °C global climate target by integrating the Greenhouse Gas-Air Pollution Interactions and Synergies model with updated exposure-response relationships. Compared with China's initial nationally determined contribution scenario – peaking CO2 emissions around 2030, the NZE pathway reduces SO2, NOx and PM2.5 emissions by roughly 3900 kt, 4500 kt and 770 kt, respectively, by 2050. These reductions lower national population-weighted PM2.5 concentrations to 18.9 μg/m3, preventing approximately 260,000 premature deaths annually. Guangdong, Shandong, Henan, Sichuan, Jiangsu, and Hubei provinces account for 44 % of the avoided deaths, highlighting significant spatial disparities. Despite these improvements, PM2.5-related mortality reductions plateau after 2035, suggesting that climate policy alone may not fully offset health risks from population aging and residual pollution. Nationally, the marginal health benefits of CO2 abatement rise over time, reaching 77 avoided deaths per million tons of CO2 reduced by 2050, with particularly high values in Beijing and Hainan. The coefficient of variation for avoided PM2.5-related premature deaths per unit CO2 abatement rises from 1.12 in 2035 to 1.60 in 2050, indicating growing regional inequality. Our findings demonstrate that ambitious decarbonization delivers pronounced air quality and public health benefits while emphasizing the need for regionally tailored policies to ensure equitable outcomes.
尽管人们越来越关注气候政策的协同效益,但现有研究在评估各种低碳转型战略及其对空气污染和公众健康的影响方面往往缺乏粒度,尤其是在中国人口迅速老龄化的背景下。在这里,我们通过整合温室气体-空气污染相互作用和协同效应模型以及更新的暴露-响应关系,评估了与1.5°C全球气候目标一致的净零二氧化碳排放(NZE)途径的PM2.5空气质量和健康协同效益。与中国最初的国家自主贡献情景(2030年左右二氧化碳排放量达到峰值)相比,到2050年,NZE途径将分别减少约3900 kt、4500 kt和770 kt的SO2、NOx和PM2.5排放量。这些减少将全国人口加权PM2.5浓度降至18.9 μg/m3,每年防止约26万人过早死亡。广东、山东、河南、四川、江苏和湖北占避免死亡人数的44%,突出了显著的空间差异。尽管取得了这些进展,但与pm2.5相关的死亡率下降在2035年后趋于平稳,这表明仅靠气候政策可能无法完全抵消人口老龄化和残留污染带来的健康风险。在全国范围内,二氧化碳减排的边际健康效益随着时间的推移而上升,到2050年,每减少百万吨二氧化碳可避免77人死亡,北京和海南的数值特别高。每单位二氧化碳减排避免的pm2.5相关过早死亡的变异系数从2035年的1.12上升到2050年的1.60,表明区域不平等日益加剧。我们的研究结果表明,雄心勃勃的脱碳带来了明显的空气质量和公共卫生效益,同时强调需要制定适合区域的政策,以确保公平的结果。
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引用次数: 0
From real-driving emissions to urban air quality: composition of aged PM from modern diesel, gasoline, and CNG fueled cars and plug-in hybrid electric vehicles 从实际驾驶排放到城市空气质量:来自现代柴油、汽油和CNG燃料汽车和插电式混合动力汽车的老化PM组成
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-09-24 DOI: 10.1016/j.aeaoa.2025.100375
Leïla Simon , Luis Barreira , Katariina Kylämäki , Sanna Saarikoski , Minna Aurela , Delun Li , Anssi Järvinen , Hannu Kuutti , Wojciech Honkisz , Milja Jäppi , Laura Salo , Matti Rissanen , Tereza Červená , Michal Vojtíšek , Jan Topinka , Piotr Bielaczyc , Topi Rönkkö , Päivi Aakko-Saksa , Hilkka Timonen
Secondary aerosol emissions from vehicle exhaust often surpass primary particle emissions, yet they are not currently regulated, as they remain difficult to constrain. Here we investigate the factors driving the formation and chemical composition of secondary aerosol from light-duty vehicle exhaust emissions, focusing on the most recent Euro emission standard (Euro 6d), and including hybrid and natural gas cars.
Seven modern cars were driven through a real-driving emission simulation cycle in a chassis dynamometer. The exhaust emissions were aged in a PAM chamber and their chemical and physical properties measured with an aerosol mass spectrometer and state-of-the-art instrumentation.
Results indicate that secondary aerosol emissions surpassed fresh aerosol emissions for all cars, except for old Euro 4 diesel. While on average, Euro 6d gasoline and diesel cars aged PM emissions were about 90 % lower than emissions from older cars, their cold start emissions were still significant. Hybrid cars also emitted considerably when switching to combustion engine, which, depending on the length and style of the driving, could be comparable to non-hybrid vehicles emissions. Aged organic aerosol was dominated by oxidized compounds typical of ambient secondary organic aerosol, with unique compositions across vehicle types and fuels. Notably, the CNG vehicle emitted hydrocarbon-like organics, likely originating from less reactive species from lubricant oil, and the Euro 4 diesel exhibited organic nitrate formation, an underreported component in vehicle exhaust with atmospheric implications. Secondary aerosol and its precursors should be regulated and considered in reduction technologies, to best mitigate atmospheric PM in urban traffic-influenced areas.
汽车尾气的二次气溶胶排放通常超过一次颗粒排放,但目前还没有受到监管,因为它们仍然难以限制。本文以最新的欧洲排放标准(Euro 6d)为研究对象,研究了轻型汽车尾气中二次气溶胶形成和化学成分的驱动因素,其中包括混合动力汽车和天然气汽车。七辆现代汽车在底盘测功机中进行了真实驾驶排放模拟循环。废气排放在PAM室中老化,并使用气溶胶质谱仪和最先进的仪器测量其化学和物理特性。结果表明,除旧欧4柴油车外,所有汽车的二次气溶胶排放量都超过了新气溶胶排放量。虽然平均而言,符合欧6d标准的汽油和柴油汽车的PM排放量比老款汽车低90%左右,但它们的冷启动排放量仍然很大。混合动力汽车在转换为内燃机时也会产生相当大的排放量,这取决于驾驶的长度和风格,可以与非混合动力汽车的排放量相当。老化的有机气溶胶主要是典型的环境二次有机气溶胶的氧化化合物,具有不同车型和燃料的独特成分。值得注意的是,CNG汽车排放的类碳氢化合物有机物可能来自润滑油中活性较低的物质,而欧4柴油显示出有机硝酸盐的形成,这是一种在汽车尾气中被低估的成分,对大气有影响。在减排技术中应管制和考虑二次气溶胶及其前体,以最好地减轻城市交通影响地区的大气PM。
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引用次数: 0
Changes in pollen season duration and their relationship with meteorological conditions in Lithuania 立陶宛花粉季节持续时间的变化及其与气象条件的关系
IF 3.4 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 Epub Date: 2025-11-14 DOI: 10.1016/j.aeaoa.2025.100397
Silvija Pipiraitė-Januškienė , Egidijus Rimkus , Ingrida Šaulienė , Laura Šukienė
Climate change is a key factor determining changes in plant phenology. The start and end dates of the pollen season, as well as its duration, are closely linked to shifting meteorological conditions. Rising air temperatures have a particularly strong impact, but changes in other meteorological factors, such as precipitation, are also important. This study analyses two genera within the Betulaceae family, alder (Alnus) and birch (Betula) pollen seasons from 2005 to 2023 in Lithuania, focusing on season dates, duration, pollen concentration, and their relationships with meteorological parameters. The dates and duration of the pollen season were evaluated using two definitions. The analysis is based on daily aerobiological observation data from Vilnius, Siauliai, and Klaipeda.
The alder pollen season typically begins in March and lasts, on average, from 24 to 36 days in different study sites. Over the past two decades, a significant trend toward an earlier start of the season has been observed, with the beginning date moving up by 13–34 days, depending on the location and calculation method. The duration of the season varied slightly, and the end dates did not show statistically significant differences. The increase in air temperature during February and March was the primary factor driving the season's earlier start.
The birch pollen season in Lithuania usually begins in mid-April and lasts about 30 days. Changes are statistically insignificant, despite minor shifts in the start and end dates. A weak but significant correlation exists between February–March temperatures and the beginning of the birch pollen season, while a weak negative correlation was observed between April–May temperatures and the season-end dates.
气候变化是决定植物物候变化的关键因素。花粉季节的开始和结束日期及其持续时间与不断变化的气象条件密切相关。气温上升的影响尤其强烈,但降水等其他气象因素的变化也很重要。本文对立陶宛桦木科桤木(Alnus)和桦木(Betula)两属2005 - 2023年的花粉季节进行了分析,重点研究了季节日期、持续时间、花粉浓度及其与气象参数的关系。用两种定义对花粉季节的日期和持续时间进行了评价。该分析基于维尔纽斯、肖利艾和克莱佩达的每日空气生物学观测数据。在不同的研究地点,桤木花粉季节通常从3月开始,平均持续24到36天。在过去的二十年中,观测到一个明显的趋势是季节开始的时间提前,开始日期提前了13-34天,具体取决于地点和计算方法。季节的持续时间略有不同,结束日期没有统计学上的显著差异。2月和3月气温的升高是导致该季节提前开始的主要因素。立陶宛的桦树花粉季节通常从4月中旬开始,持续约30天。尽管开始和结束日期发生了微小的变化,但这些变化在统计上是微不足道的。2 ~ 3月气温与花粉季开始呈显著的弱相关,4 ~ 5月气温与花粉季结束呈显著的负相关。
{"title":"Changes in pollen season duration and their relationship with meteorological conditions in Lithuania","authors":"Silvija Pipiraitė-Januškienė ,&nbsp;Egidijus Rimkus ,&nbsp;Ingrida Šaulienė ,&nbsp;Laura Šukienė","doi":"10.1016/j.aeaoa.2025.100397","DOIUrl":"10.1016/j.aeaoa.2025.100397","url":null,"abstract":"<div><div>Climate change is a key factor determining changes in plant phenology. The start and end dates of the pollen season, as well as its duration, are closely linked to shifting meteorological conditions. Rising air temperatures have a particularly strong impact, but changes in other meteorological factors, such as precipitation, are also important. This study analyses two genera within the Betulaceae family, alder (<em>Alnus</em>) and birch (<em>Betula)</em> pollen seasons from 2005 to 2023 in Lithuania, focusing on season dates, duration, pollen concentration, and their relationships with meteorological parameters. The dates and duration of the pollen season were evaluated using two definitions. The analysis is based on daily aerobiological observation data from Vilnius, Siauliai, and Klaipeda.</div><div>The alder pollen season typically begins in March and lasts, on average, from 24 to 36 days in different study sites. Over the past two decades, a significant trend toward an earlier start of the season has been observed, with the beginning date moving up by 13–34 days, depending on the location and calculation method. The duration of the season varied slightly, and the end dates did not show statistically significant differences. The increase in air temperature during February and March was the primary factor driving the season's earlier start.</div><div>The birch pollen season in Lithuania usually begins in mid-April and lasts about 30 days. Changes are statistically insignificant, despite minor shifts in the start and end dates. A weak but significant correlation exists between February–March temperatures and the beginning of the birch pollen season, while a weak negative correlation was observed between April–May temperatures and the season-end dates.</div></div>","PeriodicalId":37150,"journal":{"name":"Atmospheric Environment: X","volume":"28 ","pages":"Article 100397"},"PeriodicalIF":3.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145568327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Atmospheric Environment: X
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