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Modelling indoor radical chemistry during the HOMEChem campaign† 在 HOMEChem 活动中模拟室内自由基化学。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-12-11 DOI: 10.1039/D4EM00628C
Freja F. Østerstrøm, Toby J. Carter, David R. Shaw, Jonathan P. D. Abbatt, Andrew Abeleira, Caleb Arata, Brandon P. Bottorff, Felipe J. Cardoso-Saldaña, Peter F. DeCarlo, Delphine K. Farmer, Allen H. Goldstein, Lea Hildebrandt Ruiz, Tara F. Kahan, James M. Mattila, Atila Novoselac, Philip S. Stevens, Emily Reidy, Colleen Marciel F. Rosales, Chen Wang, Shan Zhou and Nicola Carslaw

In the indoor environment, occupants are exposed to air pollutants originating from continuous indoor sources and exchange with the outdoor air, with the highest concentration episodes dominated by activities performed indoors such as cooking and cleaning. Here we use the INdoor CHEMical model in Python (INCHEM-Py) constrained by measurements from the House Observations of Microbial and Environmental Chemistry (HOMEChem) campaign, to investigate the impact of a bleach cleaning event and cooking on indoor air chemistry. Measurements of the concentrations of longer-lived organic and inorganic compounds, as well as measured photolysis rates, have been used as input for the model, and the modelled hydroxyl (OH) radicals, hydroperoxyl radicals, and nitrous acid (HONO) concentrations compared to the measured values. The peak modelled OH, , and HONO concentrations during cooking and cleaning activities are about 30%, 10%, and 30% higher than the observations, respectively, within experimental uncertainties. We have determined rates for the rapid loss of HONO formed through cooking activities onto a wet surface during the cleaning events and also for the subsequent slow release of HONO from the cleaned surface back into the gas-phase. Using INCHEM-Py we have also predicted peak concentrations of chlorine (Cl) atoms, (0.75–2.3) × 105 atom per cm3 at the time of cleaning. Model predictions of the Cl atom and OH radical reactivities were also explored, showing high Cl atom reactivity throughout the day, peaking around 5000–9000 s−1. The OH reactivity was found to increase from a background value close to urban outdoor levels of 20–40 s−1, to levels exceeding observations in outdoor polluted areas following cooking and cleaning activities (up to 160 s−1). This underlines the high oxidation capacity of the indoor atmospheric environment through determining the abundance of volatile organic compounds.

在室内环境中,居住者会接触到源于持续室内污染源并与室外空气交换的空气污染物,其中浓度最高的时段主要是在室内进行的活动,如烹饪和清洁。在此,我们使用 Python 中的 INdoor CHEMical 模型(INCHEM-Py),在 "室内微生物和环境化学观测(HOMEChem)"活动测量数据的约束下,研究漂白剂清洁活动和烹饪对室内空气化学的影响。寿命较长的有机和无机化合物的浓度测量值以及光解速率测量值被用作模型的输入值,模型中的羟基(OH)自由基、氢过氧自由基和亚硝酸(HONO)浓度与测量值进行了比较。在烹饪和清洁活动期间,模拟的羟基、氢过氧自由基和亚硝酸浓度峰值分别比观测值高出约 30%、10% 和 30%,在实验不确定范围内。我们确定了烹饪活动中形成的 HONO 在清洁活动中快速流失到潮湿表面的速率,以及随后 HONO 从清洁表面缓慢释放回气相的速率。利用 INCHEM-Py,我们还预测了清洁时氯(Cl)原子的峰值浓度,即每立方厘米(0.75-2.3)×105 个原子。我们还对 Cl 原子和 OH 自由基的反应活性进行了模型预测,结果表明 Cl 原子的反应活性全天都很高,在 5000-9000 s-1 左右达到峰值。研究发现,在烹饪和清洁活动之后,OH 反应活性从接近城市室外水平的 20-40 s-1 的背景值上升到超过室外污染地区的观测值(高达 160 s-1)。这通过确定挥发性有机化合物的丰度,强调了室内大气环境的高氧化能力。
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引用次数: 0
Correction: Fluorinated aromatic PCBTF and 6:2 diPAP in bridge and traffic paints 更正:含氟芳香族PCBTF和6:2浸渍pap在桥梁和交通涂料。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-12-09 DOI: 10.1039/D4EM90053G
Mitchell L. Kim-Fu, Ansel R. Moll, Esteban E. Hernandez, Boris Droz, Thierry N. J. Fouquet and Jennifer Field

Correction for ‘Fluorinated aromatic PCBTF and 6:2 diPAP in bridge and traffic paints’ by Mitchell L. Kim-Fu et al., Environ. Sci.: Processes Impacts, 2024, https://doi.org/10.1039/D4EM00546E.

更正Mitchell L. Kim-Fu等人,Environ的“含氟芳香族PCBTF和6:2浸pap在桥梁和交通涂料中”。科学。: Processes Impacts, 2024, https://doi.org/10.1039/D4EM00546E。
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引用次数: 0
PFAS surveillance within a highly militarized island: a case study of Okinawa, Japan† 高度军事化岛屿内的PFAS监视:以日本冲绳为例。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-12-03 DOI: 10.1039/D4EM00508B
Camden G. Camacho, Kaylie Anne Costa, Shannon McMahon, Jeffrey Jolly, Timothy Ravasi, Joe Aufmuth and John A. Bowden

Per- and polyfluoroalkyl substances (PFAS) are a resilient class of anthropogenic contaminants of emerging concern with over 12 000 individual compounds that have been noted for industrial applications, consumer goods, and food packaging materials. In general, the most common contributors to PFAS environmental pollution are aviation facilities, specifically those that use aqueous film forming foams (e.g., at military bases and airports). In this study, we examined the presence of PFAS across Okinawa Island (Japan) due to its large-scale U.S. military presence throughout the island. Surface water was collected at 61 sites across the island to achieve maximum geographical coverage of the island while also collecting near suspected PFAS sources; 31 PFAS were monitored using a 12 min HPLC-MS/MS method. A total of 15 PFAS were detected and quantified around the island with a mean Σ15PFAS of 16.3 ng L−1 and a maximum site concentration of 164.3 ng L−1. Region-specific PFAS profiles were observed across the island, including the overwhelming presence of PFHpA in the northern region of the island, revealing the possibility of multiple PFAS source points in Okinawa. The resultant data herein provides the first island-wide examination of PFAS “hotspots” across Okinawa and is a critical first step toward increasing PFAS awareness and action.

全氟烷基和多氟烷基物质(PFAS)是一类有弹性的人为污染物,正在引起人们的关注,有超过12000种单独的化合物已被注意到用于工业应用、消费品和食品包装材料。一般来说,造成PFAS环境污染的最常见因素是航空设施,特别是那些使用水性薄膜形成泡沫的设施(例如军事基地和机场)。在这项研究中,我们检查了由于美国在整个冲绳岛的大规模军事存在而导致的PFAS在冲绳岛(日本)的存在。在全岛61个地点收集地表水,以最大限度地覆盖全岛,同时也在疑似PFAS来源附近收集地表水;采用12 min HPLC-MS/MS法监测31个PFAS。岛上共检测到15个PFAS,平均Σ15PFAS为16.3 ng L-1,最大位点浓度为164.3 ng L-1。在整个岛屿上观察到特定区域的PFAS概况,包括岛屿北部地区PFHpA的压倒性存在,揭示了冲绳可能存在多个PFAS源点。由此得出的数据提供了冲绳全岛范围内PFAS“热点”的第一次检查,是提高PFAS意识和行动的关键的第一步。
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引用次数: 0
Benzo[a]pyrene and phenanthrene hemoglobin adducts as biomarkers of longer-term air pollution exposure† 苯并芘和菲血红蛋白加合物作为长期空气污染暴露的生物标志物。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-27 DOI: 10.1039/D4EM00551A
Xiangtian Wang, Yihui Ge, Yan Lin, Emily A. Craig, Ruoxue Chen, Richard K. Miller, Emily S. Barrett, Sally W. Thurston, Thomas G. O'Connor, David Q. Rich and Junfeng (Jim) Zhang

Urinary hydroxylated-polycyclic aromatic hydrocarbons (PAHs), with half-life less than 2 days, are established biomarkers of short-term exposure to PAHs, a ubiquitous constituent of air pollution mixture. In this study, we explore the use of PAHs-hemoglobin adducts as biomarkers of longer-term exposure to air pollution by leveraging an extant resource of blood samples collected from 235 pregnant women residing in Rochester, NY. We measured red blood cells for benzo[a]pyrene-tetrols (BaPT) and phenanthrene-tetrols (PHET), both of which are hydrolysis products of PAH-hemoglobin adduct. We utilized previously estimated PM2.5 and NO2 concentrations within the 1 km2 grid surrounding each participant's residence, calculated for up to 20 weeks before the blood collection date. Associations between PAHs tetrols and cumulative exposures to ambient PM2.5 or NO2 over different time periods were examined using a linear mixed-effects model with participant-specific random intercepts adjusting for season, gestation age, maternal age, maternal income level, and pre-pregnancy BMI. We observed positive associations between PHET concentration and cumulative PM2.5 exposure over gestational weeks 12–17, and between BaPT concentration and cumulative PM2.5 exposure over gestational weeks 3–16 prior to sample collection. Each interquartile range (IQR) increase in 14 week PM2.5 exposure (1.26 μg m−3) was associated with a 9.02% (95% CI: 0.30%, 17.7%) increase in PHET and a 12.8% (95% CI: 1.09%, 23.5%) increase in BaPT levels. In contrast, no associations were observed between either biomarker and cumulative NO2 exposures. These findings underscore the potential of PAH-hemoglobin adducts as longer-term (weeks to 4 months) exposure biomarkers of ambient PM2.5.

尿中羟基化多环芳烃(PAHs)的半衰期小于2天,是短期暴露于PAHs的生物标志物,PAHs是空气污染混合物中普遍存在的成分。在这项研究中,我们通过利用从居住在纽约州罗切斯特市的235名孕妇收集的现有血液样本资源,探讨了多环烃血红蛋白加合物作为长期暴露于空气污染的生物标志物的使用。我们测量了红细胞中苯并[a]芘-四苯胺(BaPT)和菲-四苯胺(PHET)的含量,这两种物质都是多环芳烃血红蛋白加合物的水解产物。我们利用之前估计的PM2.5和NO2浓度,在每个参与者住所周围1平方公里的网格内,在采血日期前20周计算。采用线性混合效应模型,根据季节、妊娠年龄、母亲年龄、母亲收入水平和孕前BMI调整参与者特异性随机截点,研究了多环芳烃紫杉醇与不同时期环境PM2.5或NO2累积暴露之间的关系。我们观察到妊娠12-17周的PHET浓度和累积PM2.5暴露之间的正相关,以及妊娠3-16周的BaPT浓度和累积PM2.5暴露之间的正相关。PM2.5暴露14周(1.26 μg m-3)的每四分位数范围(IQR)增加与PHET增加9.02% (95% CI: 0.30%, 17.7%)和BaPT水平增加12.8% (95% CI: 1.09%, 23.5%)相关。相比之下,没有观察到生物标志物和累积二氧化氮暴露之间的关联。这些发现强调了多环芳烃血红蛋白加合物作为长期(数周到4个月)暴露于环境PM2.5的生物标志物的潜力。
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引用次数: 0
Associations of coke oven emission exposure with pulmonary function, blood pressure, blood cell parameters, and biochemical indices in coking workers: a cross-sectional pilot study† 焦炉废气暴露与炼焦工人肺功能、血压、血细胞参数和生化指标的关系:一项横断面试验研究。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-25 DOI: 10.1039/D4EM00306C
Min Sun, Xin Li, Mengmeng Geng, Xiaoling Zhou, Zhiyan Zhang, Huixiang Nie, Na Xia, Guoshun Huang, Xuhong Wang and Hongmei Zhang

Background and objective: Coke oven emissions (COEs) are formed in the process of coking production, mainly composed of polycyclic aromatic hydrocarbons (PAHs) and benzene; however, the health impacts of COE exposure in coking workers are not fully clear so far. We aimed to explore the associations of occupational COE exposure with pulmonary function, blood pressure, blood cell parameters, and blood biochemical indices, and to bolster health surveillance and disease prevention and control in coking workers. Methods: We investigated 566 coking workers at a large state-owned enterprise coking plant in Taiyuan, Shanxi, China, measured the concentrations of plasma 16 PAHs and urinary phenol, assessed the health outcomes including pulmonary function, blood pressure, the levels of peripheral hematologic parameters and biochemical indices, and examined the associations of PAH and phenol concentrations with the health outcomes using multiple linear regressions, least absolute shrinkage and selection operator regression (LASSO), and Bayesian kernel machine regression (BKMR). Results: After adjustment for confounders, plasma ∑15PAH concentration was significantly associated with increases in hemoglobin (HGB) and triglyceride (TG) levels in coking workers, and urinary phenol concentration was significantly associated with increases in the diastolic blood pressure (DBP) level, and decreases in platelet (PLT) count. When phenol concentration and PAH concentration were simultaneously included in the multiple linear regression model, both of them were associated with the level of HGB. LASSO and BKMR indicated that the PAHs with four rings and above contributed to the HGB level. Conclusion: PAH exposure could damage hematological parameters and blood lipids, and benzene exposure could increase blood pressure and decrease PLT count.

背景和目的:焦炉废气(COEs)是炼焦生产过程中形成的,主要成分为多环芳烃(PAHs)和苯;然而,迄今为止,焦化工人接触 COEs 对健康的影响尚不完全清楚。我们旨在探讨职业 COE 暴露与肺功能、血压、血细胞参数和血液生化指标的相关性,以加强焦化工人的健康监测和疾病预防控制。研究方法我们调查了山西太原某大型国有企业焦化厂的 566 名焦化工人,测量了他们血浆中 16 种多环芳烃和尿酚的浓度,评估了他们的健康状况,包括肺功能、血压、血细胞参数和血液生化指标、采用多元线性回归、最小绝对收缩和选择算子回归(LASSO)以及贝叶斯核机器回归(BKMR)等方法研究了多环芳烃和苯酚浓度与健康结果的关系。结果显示在对混杂因素进行调整后,焦化工人血浆中的∑15PAH浓度与血红蛋白(HGB)和甘油三酯(TG)水平的升高显著相关,尿酚浓度与舒张压(DBP)水平的升高和血小板(PLT)计数的降低显著相关。当酚浓度和多环芳烃浓度同时被纳入多元线性回归模型时,二者均与 HGB 水平相关。LASSO 和 BKMR 表明,四环及四环以上的多环芳烃对 HGB 水平有影响。结论多环芳烃暴露会损害血液学参数和血脂,苯暴露会升高血压和降低血小板计数。
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引用次数: 0
Low molecular weight organic acids stabilise siderite against oxidation and influence the composition of iron (oxyhydr)oxide oxidation products† 低分子量有机酸稳定菱铁矿抗氧化,并影响铁(氧)氧化物氧化产物的组成。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-25 DOI: 10.1039/D4EM00363B
Katherine A. Rothwell, Laurel K. ThomasArrigo, Ralf Kaegi and Ruben Kretzschmar

Siderite (FeCO3) is an important reservoir of mineral-bound ferrous iron in non-sulfidic, reducing soils and sediments. It is redox sensitive, and its oxidation may facilitate the reduction of a range of pollutants, produce reactive oxygen species, or induce the formation of oxidation products with large surface areas for contaminant sorption. However, there is currently a limited understanding of the stability of siderite in complex environments such as soils and sediments. Here, we use a series of batch experiments complemented with thorough characterisation of mineral oxidation products to investigate the oxidation of siderite in the presence and absence of the low molecular weight organic acids (LMWOAs) citrate, tiron, salicylate, and EDTA as analogues for naturally occurring compounds or functional groups of natural organic matter that ubiquitously coexist with siderite. Our results show that siderite alone at pH 7.5 was completely oxidised to form ferrihydrite, nanocrystalline lepidocrocite, and nanocrystalline goethite in less than 6 hours. However, in the presence of LMWOAs, up to 48% of the siderite was preserved for more than 500 hours and the formation of goethite was inhibited in favour of ferrihydrite and lepidocrocite. Using experimental data from electron microscopy and chemical speciation modelling, we hypothesise that the siderite may be preserved through the formation of an Fe(III)-passivation layer at the siderite surface.

菱铁矿(FeCO3)是非硫化物、还原性土壤和沉积物中矿物结合铁的重要储层。它是氧化还原敏感的,它的氧化可以促进一系列污染物的还原,产生活性氧,或诱导形成具有大表面积的氧化产物,用于污染物吸附。然而,目前对菱铁矿在土壤和沉积物等复杂环境中的稳定性了解有限。在这里,我们使用了一系列的批量实验,并对矿物氧化产物进行了全面的表征,以研究菱铁矿在存在和不存在低分子量有机酸(LMWOAs)、柠檬酸盐、铁、水杨酸盐和EDTA的情况下的氧化,作为与菱铁矿普遍共存的天然有机物质的天然化合物或官能团的类似物。结果表明,在pH 7.5的条件下,菱铁矿在不到6小时的时间内被完全氧化形成水合铁、纳米晶蛭石和纳米晶针铁矿。然而,在LMWOAs存在下,高达48%的菱铁矿被保存了500小时以上,针铁矿的形成被抑制,有利于水合铁和蛭石的形成。利用电子显微镜和化学形态模型的实验数据,我们假设菱铁矿可能通过在菱铁矿表面形成铁(III)钝化层而被保存下来。
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引用次数: 0
Correction: Exploring the variability of PFAS in urban sewage: a comparison of emissions in commercial versus municipal urban areas 更正:探索城市污水中全氟辛烷磺酸的变异性:比较商业区与城市市区的排放量。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-20 DOI: 10.1039/D4EM90047B
N. Krlovic, E. Saracevic, J. Derx, C. Gundacker, J. Krampe, N. Kreuzinger, M. Zessner and O. Zoboli

Correction for ‘Exploring the variability of PFAS in urban sewage: a comparison of emissions in commercial versus municipal urban areas’ by N. Krlovic et al., Environ. Sci.: Processes Impacts, 2024, 26, 1868–1878, https://doi.org/10.1039/D4EM00415A.

对 N. Krlovic 等人在 Environ.Sci.杂志上发表的 "探索城市污水中全氟辛烷磺酸的变异性:商业与城市地区排放的比较 "一文的更正:"探索城市污水中全氟辛烷磺酸的变异性:商业与城市地区排放的比较"。Sci:Processes Impacts, 2024, 26, 1868-1878, https://doi.org/10.1039/D4EM00415A。
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引用次数: 0
Fluorinated aromatic PBCTF and 6:2 diPAP in bridge and traffic paints† 桥梁和交通涂料中的含氟芳香族 PBCTF 和 6:2 diPAP。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-18 DOI: 10.1039/D4EM00546E
Mitchell L. Kim-Fu, Ansel R. Moll, Esteban E. Hernandez, Boris Droz, Thierry N. J. Fouquet and Jennifer Field

Per- and polyfluoroalkyl substances (PFAS) are reported in residential and commercial paints, but there are no data for paints used in the transportation sector. From 2023 to 2024, 16 traffic paints and 10 bridge paints were collected from Pacific Northwest regional transportation facilities or purchased and analyzed for total fluorine by 19F-nuclear magnetic resonance (NMR) spectroscopy, volatile PFAS by gas chromatography-mass spectrometry (GC-MS), and ionic target and suspect PFAS by liquid chromatography-quadrupole time-of-flight mass spectrometry. The only target PFAS identified was 6:2 fluorotelomer phosphate diester (diPAP) which ranged in concentrations from 0.065 to 13 μg g−1. While 6:2 diPAP is not regulated in paints, it can undergo environmental transformation to act as a source of perfluoroalkyl carboxylic acids. A combination of 19F-NMR and GC-MS was used to quantify and identify the fluorinated aromatic PFAS, parachlorobenzotrifluoride (PCBTF), at concentrations from 440 to 16 000 μg g−1 in bridge paints, thus PCBTF may contribute to work exposure and levels in urban air. Additionally, evolved gas analysis with mass spectrometry and pyrolysis-GC-MS established that the insoluble fraction of paints is not comprised of fluoropolymers. Based on the amount of paint required per kilometer, we estimate up to 0.20–2.30 g 6:2 diPAP per kilometer depending on marking type. Therefore, traffic paint may be a potential source of the PFAS detected in urban runoff.

据报道,住宅和商业油漆中含有全氟和多氟烷基物质 (PFAS),但没有关于交通部门使用的油漆的数据。从 2023 年到 2024 年,从西北太平洋地区的交通设施中收集或购买了 16 种交通涂料和 10 种桥梁涂料,并通过 19F 核磁共振 (NMR) 光谱分析了总氟量,通过气相色谱-质谱法 (GC-MS) 分析了挥发性 PFAS,通过液相色谱-四极杆飞行时间质谱法分析了离子型目标 PFAS 和可疑 PFAS。唯一鉴定出的目标 PFAS 是 6:2 氟代酯磷酸酯二酯 (diPAP),其浓度范围为 0.065 至 13 μg g-1。虽然 6:2 diPAP 在涂料中不受管制,但它可以通过环境转化成为全氟烷基羧酸的来源。19F-NMR 和气相色谱-质谱联用仪对桥梁涂料中浓度为 440 至 16 000 μg g-1 的氟化芳香族 PFAS--对氯三氟甲苯(PCBTF)进行了定量和鉴定,因此 PCBTF 可能会导致工作接触和城市空气中的浓度水平。此外,利用质谱法和热解-气相色谱-质谱法进行的进化气体分析表明,油漆中的不溶部分并非由含氟聚合物组成。根据每公里所需的油漆量,我们估计每公里可达 0.20-2.30 克 6:2 diPAP,具体取决于标记类型。因此,交通涂料可能是城市径流中检测到的 PFAS 的潜在来源。
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引用次数: 0
Sorption of metal ions onto PET-derived microplastic fibres† 金属离子在 PET 衍生的微塑料纤维上的吸附。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-18 DOI: 10.1039/D4EM00373J
H. Frost, T. Bond, T. Sizmur and M. Felipe-Sotelo

This study investigated microplastic polyester fibres representative of those shed during laundering as sorbents for metal ions. During sewage distribution and treatment, microplastics are exposed to elevated concentrations of metal ions, typically for several days. Cryogenic milling was used to generate polyethylene terephthalate (PET) fibres. Characterisation using optical microscopy and Raman spectroscopy revealed that milling did not cause significant chemical alteration to the fibres. Milled fibres were subsequently assessed in screening tests for their capacity to retain 12 metal ions—Sb(III), As(III), Cd(II), Cr(VI), Cu(II), Co(II), Pb(II), Hg(II), Mo(VI), Ni(II), V(V) and Zn(II)—at pH 8. All metal ions were sorbed onto PET fibres. The highest distribution coefficient (Kd) was observed for Pb2+ (939 mL g−1), followed by Cd2+ (898 mL g−1), Cu2+ (507 mL g−1), Hg2+ (403 mL g−1), and Zn2+ (235 mL g−1). The extent of sorption is largely explicable by electrostatic interactions between the PET surface (1.95 point of zero net charge) and the predicted metal ion species. The sorption behaviour of Cd2+ and Hg2+ was examined in more detail since both showed high sorption capacity and are highly toxic. Kinetic experiments revealed that the sorption of both elements was relatively fast, with a steady state reached within six hours. Experimental data from isotherm tests fitted well to the Langmuir sorption model and demonstrated that PET fibres had a much greater sorption capacity for Hg2+ (17.3–23.1 μg g−1) than for Cd2+ (4.3–5.3 μg g−1). Overall, the results indicate that retention of metal ions onto PET fibres originating from laundry is expected during full-scale sewage treatment, which facilitates the subsequent transfer of metals into the terrestrial environment, given that sewage sludge is commonly applied to agricultural land.

本研究调查了在洗涤过程中脱落的具有代表性的微塑料聚酯纤维作为金属离子吸附剂的情况。在污水输送和处理过程中,微塑料会暴露在高浓度的金属离子中,通常会持续数天。利用低温研磨生成聚对苯二甲酸乙二酯(PET)纤维。利用光学显微镜和拉曼光谱进行的表征显示,研磨不会对纤维造成明显的化学变化。随后在筛选测试中评估了研磨纤维在 pH 值为 8 时保留 12 种金属离子--Sb(III)、As(III)、Cd(II)、Cr(VI)、Cu(II)、Co(II)、Pb(II)、Hg(II)、Mo(VI)、Ni(II)、V(V)和 Zn(II) 的能力。Pb2+ 的分布系数(Kd)最高(939 mL g-1),其次是 Cd2+(898 mL g-1)、Cu2+(507 mL g-1)、Hg2+(403 mL g-1)和 Zn2+(235 mL g-1)。PET 表面(净电荷为零的 1.95 点)与预测的金属离子种类之间的静电相互作用在很大程度上可以解释吸附的程度。对 Cd2+ 和 Hg2+ 的吸附行为进行了更详细的研究,因为这两种金属离子都具有很高的吸附能力,而且毒性很强。动力学实验表明,这两种元素的吸附速度相对较快,在六小时内就能达到稳定状态。等温线测试的实验数据与 Langmuir 吸附模型非常吻合,表明 PET 纤维对 Hg2+ 的吸附能力(17.3-23.1 μg g-1)远大于对 Cd2+ 的吸附能力(4.3-5.3 μg g-1)。总之,研究结果表明,在全面污水处理过程中,金属离子会保留在洗衣用 PET 纤维上,这有利于金属随后转移到陆地环境中,因为污水污泥通常用于农田。
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引用次数: 0
An introduction to machine learning tools for the analysis of microplastics in complex matrices 分析复杂基质中微塑料的机器学习工具简介。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-18 DOI: 10.1039/D4EM00605D
Brian R. Coleman

As microplastic (MP) particles continue to spread globally, their pervasive presence is increasingly problematic. Analyzing MPs in matrices as varied as soil, river water, and biosolid fertilizers is critical, as these matrices directly impact the food sources of plants, animals, and humans. Current analytical methods for quantifying and identifying MPs are limited due to labor-intensive extraction processes and the time and effort required for counting and analysis. Recently, Machine Learning (ML) has been introduced to the analysis of MPs in complex matrices, significantly reducing the need for extensive extraction and increasing analysis speeds. This work aims to illuminate various ML techniques for new researchers entering this field. It highlights numerous examples in the application of these models, with a particular focus on spectroscopic techniques such as infrared and Raman spectroscopy; tools which are used to quantify and identify MPs in complex matrices. By demonstrating the effectiveness of these computer-based tools alongside the hands-on techniques currently used in the field, we are confident that these ML methodologies will soon become integral to all aspects of microplastic analysis in the environmental sciences.

随着微塑料(MP)颗粒在全球范围内不断扩散,它们的普遍存在日益成为问题。分析土壤、河水和生物固体肥料等各种基质中的 MPs 至关重要,因为这些基质直接影响着植物、动物和人类的食物来源。由于提取过程耗费大量人力物力,而且计数和分析需要花费大量时间和精力,因此目前用于量化和识别 MPs 的分析方法非常有限。最近,机器学习(ML)被引入到复杂基质中 MPs 的分析中,大大减少了大量提取的需要,提高了分析速度。这项工作旨在为进入这一领域的新研究人员阐明各种 ML 技术。它重点介绍了这些模型的大量应用实例,尤其关注红外光谱和拉曼光谱等光谱技术;这些工具可用于量化和识别复杂基质中的主要成分。通过展示这些基于计算机的工具与目前在该领域使用的实践技术的有效性,我们相信这些 ML 方法将很快成为环境科学中微塑料分析各个方面不可或缺的一部分。
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引用次数: 0
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Environmental Science: Processes & Impacts
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