enrichment factor

富集因子
  • 文章类型: Journal Article
    包括Al在内的13个元素,Ag,As,Co,Cu,Cd,Cr,Fe,Mn,Ni,Se,Zn,在苏必利尔湖的107个地表沉积物样品和8个岩心的175个片段中测量了铅和铅,密歇根州,和休伦,使用电感耦合等离子体质谱(ICP-MS)。Ponar抓斗中的浓度在金属和位置之间差异很大,范围从苏必利尔湖的铁最高中位数(42,000mg/kg)到休伦湖的银最低中位数(0.05mg/kg)。取芯地点的库存范围为7×106mg/m2的Fe至3mg/m2的Ag。背景浓度是从更深的岩心段估计的,以Fe或Al为参考元素计算富集系数(EF)。结果表明,Al,Fe,Co,Cr,锰没有富集,Ag,Cu,镍的含量高于预期的天然来源,而Pb,Cd,Se,Zn,在欧洲定居该地区后,大多数地点都得到了丰富。密歇根湖的大多数金属的EF高于其他湖泊。然而,采样点之间的EF比较揭示了这种方法评估人为干扰的内在问题。初步风险评估,通过计算风险商进行,揭示了每个湖泊中某些金属的环境风险;然而,应谨慎解释结果,因为所使用的方法被认为是保守的.
    Thirteen elements including Al, Ag, As, Co, Cu, Cd, Cr, Fe, Mn, Ni, Se, Zn, and Pb were measured in 107 surface grab sediment samples and 175 segments of eight cores from Lakes Superior, Michigan, and Huron, using inductively coupled plasma mass spectrometry (ICP-MS). Concentrations in Ponar grabs vary considerably among metals and among locations, ranging from the highest median for Fe in Lake Superior (42,000 mg/kg) to the lowest median for Ag in the main Lake Huron (0.05 mg/kg). The inventory at coring sites ranged from 7 × 106 mg/m2 of Fe to 3 mg/m2 of Ag. The background concentrations were estimated from deeper core segments, and enrichment factors (EFs) were calculated with Fe or Al as the reference element. The results show that Al, Fe, Co, Cr, and Mn did not enrich, Ag, Cu, and Ni were present higher than expected from natural sources alone, while Pb, Cd, Se, Zn, and As have been enriched at most sites after European settlement in the region. EFs of most metals are higher for Lake Michigan than the other lakes. However, EF comparison among sampling sites revealed intrinsic problems of this approach for the assessment of human interference. Preliminary risk assessment, conducted by calculating risk quotients, revealed environmental risks of some metals in each lake; however, the results should be interpreted with caution because the approach used is considered to be conservative.
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  • 文章类型: Journal Article
    超声波加湿器通常用于家庭以保持室内湿度并产生大量的液滴或喷雾气溶胶。然而,有各种与加湿器使用相关的健康问题,主要是由于操作过程中产生的气溶胶。这里,我们调查了大小分布,化学成分,和从商业超声波加湿器发出的气溶胶颗粒的带电部分。发现用于加湿器的水中的重金属在超声加湿器气溶胶(UHA)中高度富集,富集系数在102到107之间。这种浓缩可能会给建筑居住者带来健康问题,观察到UHA浓度高达106个颗粒/cm3或3mg/m3。此外,观察到大约90%的UHA带电,根据我们的知识,这是第一次。基于这一发现,我们提出并测试了一种通过使用简单的电场来去除UHA的新方法。在这项工作中设计的电场可以有效地去除81.4%的UHA。因此,应用该电场可能是UHA显着降低健康风险的有效方法。
    Ultrasonic humidifiers are commonly used in households to maintain indoor humidity and generate a large number of droplets or spray aerosols. However, there have been various health concerns associated with humidifier use, largely due to aerosols generated during operation. Here, we investigated the size distribution, chemical composition, and charged fraction of aerosol particles emitted from commercial ultrasonic humidifiers. Heavy metals in water used for humidifiers were found to be highly enriched in the ultrasonic humidifier aerosols (UHA), with the enrichment factors ranging from 102 to 107. This enrichment may pose health concerns for the building occupants, as UHA concentrations of up to 106 particles/cm3 or 3 mg/m3 were observed. Furthermore, approximately 90% of UHA were observed to be electrically charged, for the first time according to our knowledge. Based on this discovery, we proposed and tested a new method to remove UHA by using a simple electrical field. The designed electrical field in this work can efficiently remove 81.4% of UHA. Therefore, applying this electrical field could be an effective method to significantly reduce the health risks by UHA.
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  • 文章类型: Journal Article
    各种潜在有毒金属的浓度(Pb,Cd,As,Ni,Zn,和Cr)在从Mehran市收集的街道灰尘样本中,伊朗,被分析。样本是在正常交通条件下获得的,NTT,在Arbaeen仪式之前,以及朝圣者返回后,这对应于高流量时间,HTT.使用ICP-OES分析街道灰尘样品的HM含量,酸消化后。随后对数据的评估涉及地质堆积指数的应用,富集因子,潜在生态风险指数(PER)和健康风险评估。研究结果表明,与NTT相比,HTT期间的HM水平显着增加。在HTT期间,在Mehran街粉尘中观察到Pb和Cd的最高富集值。所有采样点的PER平均值增加到138.24,表明此时存在中等潜在的生态风险。根据健康风险评估,发现所有样本的危险指数均低于1。增加的终生癌症风险低于10-6。这表明暴露人群没有面临重大的健康风险。尽管该地区的Arbaeen仪式造成了交通繁忙以及HMs的高度丰富,以及潜在的生态风险,对于暴露于街道灰尘的个体,没有观察到显著的健康风险.然而,重要的是要注意,这种趋势的延续,在没有适当交通管理的情况下,未来可能会导致重大的环境和健康问题。
    The concentration of various potentially toxic metals (Pb, Cd, As, Ni, Zn, and Cr) in street dust samples collected from Mehran city, Iran, was analyzed. The samples were obtained during normal traffic conditions, NTT, prior to the Arbaeen ceremony, as well as after the pilgrims\' return, which corresponds to high traffic time, HTT. Street dust samples were analyzed for HM content using ICP-OES, following acid digestion. The subsequent evaluation of the data involved the application of the geo-accumulation index, enrichment factor, and potential ecological risk index (PER) and health risk assessment. The findings demonstrate a notable increase in the levels of HMs during HTT compared to the NTT. The highest enrichment values for Pb and Cd were observed in Mehran Street dust during the HTT. The mean of PER for all sampling points increased to 138.24, indicating a moderate-potential ecological risk at this time. Based on the health risk assessment, it was found that the hazard index for all samples was below one. The incremental lifetime cancer risk was below 10-6. This indicates that the exposed population is not exposed to substantial health risks. Despite the heavy traffic caused by the Arbaeen ceremony in this area and the high enrichment of HMs, along with potential ecological risks, no significant health risks were observed for individuals exposed to street dust. However, it is important to note that the continuation of this trend, in the absence of proper traffic management, could lead to significant environmental and health problems in the future.
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  • 文章类型: Journal Article
    全氟烷基和多氟烷基物质(PFAS)积聚在海洋和淡水体表面微层(SML)的空气-水界面上。为了确定在大量地表水采样时包括SML是否会导致测得的PFAS浓度的高偏差,进行了初步研究和全面实地研究。在两个地点进行的试点研究旨在确定散装水和SML中PFAS浓度的分析精度和小规模(〜1m)空间变异性。在11个地点进行了全面的实地研究,比较了三种常用的大量地表水采样方法:(1)蠕动泵,其管道不包括SML,(2)完全浸没的样品瓶,不包括SML,和(3)允许包含SML的部分浸没的样品瓶。使用玻璃板法取样SML。通过液相色谱串联质谱法分析样品。初步研究表明,采样变异大于分析变异(尽管Levene的测试表明差异没有统计学意义),并且可以检测到采样方法之间的平均浓度差异相对较小。全面调查表明,没有证据表明,使用部分浸没瓶采样方法,由于包含SML而导致大量地表水中PFAS浓度存在高度偏差。出乎意料的是,有证据表明,使用部分浸没瓶收集的样品的PFAS浓度略低,特别是对于疏水性较低的PFAS,而不是排除SML的散装水样。此外,SML中PFAS富集因子随保留时间的增加而增加,尽管在所有PFAS的所有采样点都没有明显的增加。Integr环境评估管理2024;1-12。©2024SETAC。
    Per- and polyfluoroalkyl substances (PFAS) accumulate at the air-water interface of the surface microlayer (SML) on marine and freshwater bodies. In order to determine if including the SML when sampling bulk surface water leads to a high bias in measured PFAS concentrations, a pilot study and a full field study were conducted. The pilot study conducted at two sites was aimed at determining the analytical precision and small-scale (~1 m) spatial variability in concentrations of PFAS in bulk water and the SML. The full field study was performed at 11 sites, where three commonly used bulk surface water sampling methods were compared: (1) a peristaltic pump with tubing that excludes the SML, (2) a fully submerged sample bottle that excludes the SML, and (3) a partially submerged sample bottle that allows inclusion of the SML. The SML was sampled using the glass plate method. The samples were analyzed by liquid chromatography tandem mass spectrometry. The pilot study indicated that sampling variation was greater than analytical variation (although Levene\'s tests indicated that the differences were not statistically significant) and that relatively small differences in the mean concentration among sampling methods could be detected. The full investigation indicated that there was no evidence of high bias of PFAS concentrations in bulk surface water resulting from inclusion of SML using the partially submerged bottle sampling method. Unexpectedly, there was evidence that samples collected using the partially submerged bottle had slightly lower PFAS concentrations, particularly for less hydrophobic PFAS, than bulk water samples that excluded the SML. Additionally, the PFAS enrichment factor in the SML increased with increasing retention time, although the increase was not evident at all sampling sites for all PFAS. Integr Environ Assess Manag 2024;1-12. © 2024 SETAC.
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  • 文章类型: Journal Article
    边缘化社区遇到障碍,可能会阻止土壤监测工作和知识转移。为了应对这一挑战,本研究比较了两种分析方法:便携式X射线荧光光谱法(pXRF,更少的时间,成本)和电感耦合等离子体质谱法(ICP-MS,“黄金标准”)。表层土壤样本是从亚利桑那州的居民点收集的,美国(N=124)和公共区域在特洛伊,纽约,美国(N=33)。群体之间的土壤整备不同,以解释社区实践。进行了统计计算,配对t检验,Bland-Altman阴谋,双向方差分析表明,As没有显著差异,Ba,Ca,Cu,Mn,Pb,t检验中除Ba外的Zn浓度。熨斗,Ni,Cr,亚利桑那州土壤和V的K在统计学上不同,Ni,Fe,纽约土壤的铝浓度在统计学上有所不同。锌是唯一具有高R2和低p值的元素。污染负荷指数(PLI),富集因子(EF),使用美国地质调查局数据计算了两种方法的地质累积指数(Igeo)。PLI>1,表明两个州的土壤污染。在pXRF和ICP-MS之间,亚利桑那州的Igeo和EF对大多数元素的污染程度相似,除了花园中的Zn和院子中的Pb,分别。对于纽约,As的Igeo,Cu,锌在两种方法中只有一个分类指标不同。pXRF在测定As方面是可靠的,Ba,Ca,Cu,Mn,Pb,和锌在受影响的社区。因此,pXRF可以是使用ICP-MS技术筛选土壤样品中的几种与环境相关的污染物以保护环境公共健康的具有成本效益的替代方法。
    Marginalized communities experience barriers that can prevent soil monitoring efforts and knowledge transfer. To address this challenge, this study compared two analytical methods: portable X-ray fluorescence spectroscopy (pXRF, less time, cost) and inductively coupled plasma mass spectrometry (ICP-MS, \"gold standard\"). Surface soil samples were collected from residential sites in Arizona, USA (N = 124) and public areas in Troy, New York, USA (N = 33). Soil preparation differed between groups to account for community practice. Statistical calculations were conducted, paired t test, Bland-Altman plot, and a two-way ANOVA indicated no significant difference for As, Ba, Ca, Cu, Mn, Pb, and Zn concentrations except for Ba in the t test. Iron, Ni, Cr, and K were statistically different for Arizona soils and V, Ni, Fe, and Al concentrations were statistically different for New York soils. Zinc was the only element with high R2 and low p value. Pollution load index (PLI), enrichment factors (EF), and geo-accumulation index (Igeo) were calculated for both methods using U.S. Geological Survey data. The PLI were > 1, indicating soil pollution in the two states. Between pXRF and ICP-MS, the Igeo and EF in Arizona had similar degree of contamination for most elements except Zn in garden and Pb in yard, respectively. For New York, the Igeo of As, Cu, and Zn differed by only one classification index between the two methods. The pXRF was reliable in determining As, Ba, Ca, Cu, Mn, Pb, and Zn in impacted communities. Therefore, the pXRF can be a cost-effective alternative to using ICP-MS techniques to screen soil samples for several environmentally relevant contaminants to protect environmental public health.
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  • 文章类型: Journal Article
    自从2020年首次报道微塑料在海-气界面上的转移以来,已经对其排放通量估算进行了大量研究。然而,这些研究表明,海洋资源对全球大气微塑料的估计贡献存在重大差异,评价从主要到微不足道,从每年7.7×10-4到8.6兆吨,相差4个数量级,从而在微塑料循环的研究中造成了相当大的混乱。这里,我们通过应用完善的颗粒通过海-气界面转移的理论提供了一个观点。计算了全球海洋空气排放通量微塑料的上限,旨在限制先前报道的通量中的争议。具体来说,亚100μm微塑料的通量每年不能超过0.01兆吨,对于低于0.1μm的纳米塑料,每年不会超过3×10-7兆吨。弥合这一知识差距对于全面了解“塑性循环”中的海空肢体至关重要,并促进未来微塑料污染的管理。
    Since the transfer of microplastic across the sea-air interface was first reported in 2020, numerous studies have been conducted on its emission flux estimation. However, these studies have shown significant discrepancies in the estimated contribution of oceanic sources to global atmospheric microplastics, with evaluations ranging from predominant to negligible, varying by 4 orders of magnitude from 7.7 × 10-4 to 8.6 megatons per year, thereby creating considerable confusion in the research on the microplastic cycle. Here, we provide a perspective by applying the well-established theory of particulate transfer through the sea-air interface. The upper limit of global sea-air emission flux microplastics was calculated, aiming to constrain the controversy in the previously reported fluxes. Specifically, the flux of sub-100 μm microplastic cannot exceed 0.01 megatons per year, and for sub-0.1 μm nanoplastics, it would not exceed 3 × 10-7 megatons per year. Bridging this knowledge gap is crucial for a comprehensive understanding of the sea-air limb in the \"plastic cycle\", and facilitates the management of future microplastic pollution.
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  • 文章类型: Journal Article
    茶叶和茶园土壤的潜在有毒金属(类)评估是茶叶安全的重要保证,是非常必要的。本研究分析了贵阳市仰赖茶场不同深度茶树不同器官和土壤中7种潜在有毒金属(类)的分布,贵州省,中国。尽管研究区域的土壤潜在有毒金属(loid)是安全的,应该注意铜的健康风险,Ni,As,和Pb在茶园管理的后期阶段。土壤砷和铅主要来自人为来源,土壤锌主要受自然来源和人类活动的影响,和土壤与其他潜在的有毒金属(loid)主要来自天然来源。茶树可能是锌的富集和砷的排斥或耐受性,Cu,Ni,和Pb。茶树对Cd有很强的吸收能力,并优先储存在其根部,茎,成熟的叶子虽然贵州省茶叶中Cd等潜在有毒金属(类)的含量普遍在食用安全范围内,随着茶叶种植年限的增加,有必要采取相应的措施,以防止茶叶中Cd和其他潜在有毒金属(类)的潜在健康风险。
    Potentially toxic metal(loid) assessment of tea and tea garden soil is a vital guarantee of tea safety and is very necessary. This study analyzed the distribution of seven potentially toxic metal(loid)s in different organs of the tea plants and soil at various depths in the Yangai tea farm of Guiyang City, Guizhou Province, China. Although soil potentially toxic metal(loid) in the study area is safe, there should be attention to the health risks of Cu, Ni, As, and Pb in the later stages of tea garden management. Soil As and Pb are primarily from anthropogenic sources, soil Zn is mainly affected by natural sources and human activities, and soil with other potentially toxic metal(loid) is predominantly from natural sources. Tea plants might be the enrichment of Zn and the exclusion or tolerance of As, Cu, Ni, and Pb. The tea plant has a strong ability for absorbing Cd and preferentially storing it in its roots, stems, and mature leaves. Although the Cd and other potentially toxic metal(loid)s content of tea in Guizhou Province is generally within the range of edible safety, with the increase of tea planting years, it is essential to take corresponding measures to prevent the potential health risks of Cd and other potentially toxic metal(loid)s in tea.
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  • 文章类型: Journal Article
    在许多使用废水灌溉和大量使用肥料(矿物质和有机物)的国家,农作物的重金属沉积被视为主要的环境问题。进行了一项研究,以确定矿物肥料的影响,牛粪,家禽粪便,落叶,和甘蔗渣对土壤中痕量铅的含量和蔬菜食用部位的影响。它还评估了水中铅(Pb)污染的风险,土壤,和粮食作物。六种蔬菜(Daucuscarota,甘蓝,Pisumsativum,马铃薯,Raphanussativus,和Spinaciaoleracea)在12种不同营养和水输入的处理下在田间生长。土壤中的铅浓度,所有处理和水样的蔬菜范围为1.038-10.478,0.09346-9.0639mg/kg和0.036-0.26448mg/L,用处理中的废水处理过的土壤(T6)和蔬菜样品中铅的浓度明显较高,超过世界卫生组织允许的限制。与不使用有机肥料的废水相比,矿物和有机肥料结合废水处理降低了蔬菜中的铅(Pb)浓度。除废水处理(T6)外,所有处理的健康风险指数均小于1。矿物肥料中的铅浓度,牛粪,家禽粪便,落叶,和处理过的甘蔗渣被确定对消费者没有可能的风险。
    In many countries with wastewater irrigation and intensive use of fertilizers (minerals and organics), heavy metal deposition by crops is regarded as a major environmental concern. A study was conducted to determine the impact of mineral fertilizers, cow manure, poultry manure, leaf litter, and sugarcane bagasse on soil\'s trace Pb content and edible parts of vegetables. It also evaluated the risk of lead (Pb) contamination in water, soil, and food crops. Six vegetables (Daucus carota, Brassica oleracea, Pisum sativum, Solanum tuberosum, Raphanus sativus, and Spinacia oleracea) were grown in the field under twelve treatments with different nutrient and water inputs. The lead concentrations in soil, vegetables for all treatments and water samples ranged from 1.038-10.478, 0.09346-9.0639 mg/kg and 0.036-0.26448 mg/L, The concentration of lead in soil treated with wastewater in treatment (T6) and vegetable samples was significantly higher, exceeding the WHO\'s permitted limit. Mineral and organic fertilizers combined with wastewater treatment reduced lead (Pb) concentrations in vegetables compared to wastewater application without organic fertilizers. Health risk indexes for all treatments except wastewater treatment (T6) were less than one. Pb concentrations in mineral fertilizers, cow manure, poultry manure, leaf litter, and sugarcane bagasse treated were determined to pose no possible risk to consumers.
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  • 文章类型: Journal Article
    为探讨COVID-19封锁措施对沈阳市PM2.5及其化学成分的影响,PM2.5样本于2020年1月1日至5月31日连续采集。然后分析样品的水溶性无机离子,金属元素,有机碳,和元素碳。调查结果表明,在封锁期间,PM2.5及其各种化学成分显着下降,与封锁前水平相比(p<0.05),表明空气质量有了实质性改善。水溶性无机离子(WSII)被确定为PM2.5的主要贡献者,在封锁前占47%,46%在封锁期间,还有37%在封锁后.离子平衡分析显示PM2.5呈中性,弱碱性,和碱性特征之前,during,在封锁之后,分别。NH4被确定为主要的平衡阳离子,并且在没有SO42-和NO3-完全中和的情况下主要以NH4NO3的形式存在。此外,较高的硫氧化比(SOR)和氮氧化比(NOR),随着PM2.5/EC的显著增加,建议在封锁期间进行强烈的二次转变。封锁期间升高的OC/EC比率意味着较高的次级有机碳(SOC),SOC/EC比的显着增加表明总碳的显着二次转化。富集因子(EF)结果显示,在封锁期间,9金属元素(As,Sn,Pb,Zn,Cu,Sb,Ag,Cd,和Se)受到人为排放的重大影响。通过PMF的来源分析,确定了研究期间沈阳市PM2.5的来源。分析确定了六个因素:二次硫酸盐和车辆排放,餐饮油烟来源,二次硝酸盐和煤燃烧排放,粉尘源,生物质燃烧,和工业排放,二次硫酸盐和车辆排放和餐饮油烟源对PM2.5的影响最大。
    To investigate the influence of COVID-19 lockdown measures on PM2.5 and its chemical components in Shenyang, PM2.5 samples were continuously collected from January 1 to May 31, 2020. The samples were then analyzed for water-soluble inorganic ions, metal elements, organic carbon, and elemental carbon. The findings indicated a significant decrease in PM2.5 and its various chemical components during the lockdown period, compared to pre-lockdown levels (p < 0.05), suggesting a substantial improvement in air quality. Water-soluble inorganic ions (WSIIs) were identified as the primary contributors to PM2.5, accounting for 47% before the lockdown, 46% during the lockdown, and 37% after the lockdown. Ionic balance analysis revealed that PM2.5 exhibited neutral, weakly alkaline, and alkaline characteristics before, during, and after the lockdown, respectively. NH4+ was identified as the main balancing cation and was predominantly present in the form of NH4NO3 in the absence of complete neutralization of SO42- and NO3-. Moreover, the higher sulfur oxidation ratio (SOR) and nitrogen oxidation ratio (NOR), along with the significant increase in PM2.5/EC, suggested intense secondary transformation during the lockdown period. The elevated OC/EC ratio during the lockdown period implied higher secondary organic carbon (SOC), and the notable increase in SOC/EC ratio indicated a significant secondary transformation of total carbon. The enrichment factor (EF) results revealed that during the lockdown, 9 metal elements (As, Sn, Pb, Zn, Cu, Sb, Ag, Cd, and Se) were substantially impacted by anthropogenic emissions. Source analysis of PMF was employed to identify the sources of PM2.5 in Shenyang during the study period, and the analysis identified six factors: secondary sulfate and vehicle emissions, catering fume sources, secondary nitrate and coal combustion emissions, dust sources, biomass combustion, and industrial emissions, with secondary sulfate and vehicle emissions and catering fume sources contributing the most to PM2.5.
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  • 文章类型: Journal Article
    沿海城市地区通过各种来源影响大气化学和空气质量,互动,和过程。本研究考察了细模式(PM2.5)气溶胶及其主要和痕量成分的质量浓度(Al,As,Ba,Bi,Ca,Cd,Co,Cr,Cu,Fe,K,Mg,Mo,Mn,Na,Ni,Pb,Sb,Se,Sr,Te,Ti,Tl,V,锌)。全面的现场测量是在2019年9月至2020年5月期间在波兰进行的。这些污染物的季节性分布和驱动因素显示出相当大的变异性。在冬天,观察到铅的浓度较高,Co,以及由于热原排放的贡献较高。主成分分析提供了与工业/发电厂的煤炭燃烧相关的痕量物种的人为来源的证据。制动器磨损相关排放,车辆排放,航运活动,道路重新悬浮的灰尘,和城市建设活动。这些结果表明,主要化学元素(Ca,Na,Fe,Mg,Al,和K)占所有组分的4.07-34.0%。Se,Zn,Br贡献了1.29%,1.25%,和1.04%,分别,而其他示踪剂介于0.07%至0.95%之间。在寒冷季节,V/Ni的诊断比率稳定在0.45至0.46之间,然后在春天增加,这表明在温暖的季节,船舶排放是这些金属的重要来源。
    Coastal urban areas impact atmospheric chemistry and air quality through various sources, interactions, and processes. This study examines the mass concentrations of fine mode (PM2.5) aerosol and its major and trace components (Al, As, Ba, Bi, Ca, Cd, Co, Cr, Cu, Fe, K, Mg, Mo, Mn, Na, Ni, Pb, Sb, Se, Sr, Te, Ti, Tl, V, Zn). The comprehensive field measurements were conducted in Poland between September 2019 and May 2020. Seasonal distribution and drivers of these pollutants showed considerable variability. In winter, higher concentrations were observed for Pb, Co, and As due to the higher contribution of pyrogenic emission. The Principal Component Analysis provided evidence of anthropogenic sources of trace species associated with coal combustion by industry/power plants, brake wear-related emissions, vehicle emissions, shipping activities, road-resuspended dust, and urban construction activities. These results showed that major chemical elements (Ca, Na, Fe, Mg, Al, and K) contributed to 4.07-34.0% of all components. Se, Zn, and Br contributed 1.29%, 1.25%, and 1.04%, respectively, while other tracers ranged between 0.07% and 0.95%. The diagnostic ratio of V/Ni remained stable between 0.45 and 0.46 during the cold season, then increased in spring, indicating that ship emissions were an important source of these metals during the warm season.
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