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Mobility, Speciation and Bioavailability of Zn and Pb in Artificially Polluted Soils by Magnetic Biochars from Siraitia Grosvenorii Residues 从 Siraitia Grosvenorii 残渣中提取的磁性生物赭石对人工污染土壤中锌和铅的迁移性、物种和生物利用率的影响
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-06 DOI: 10.1007/s11270-024-07608-1
Yaolan Niu, Wei Hu, Taiming Shen, Kun Dong

The effects of magnetic biochar (SMBC) prepared from Siraitia grosvenorii residues on the mobility, speciation and bioavailability of Pb and Zn in the soil were studied. SMBC was characterized by N2 adsorption–desorption isotherm, Scanning electron microscope, Fourier infrared spectroscopy and X-ray diffraction. Three different extractions of Pb and Zn by TCLP, CaCl2 and PBET were used to simulate mobility, availability and bioaccessibility, respectively. SMBC was incubated with contaminated soils at rates of 0, 1, 2.5, and 5.0% by weight for 5 days and 30 days. SMBC was effective for both Zn and Pb immobilization, and the immobilization effect increased with the increase of SMBC dosage. It was observed that there was a slight rebound of TCLP-extractable Pb and CaCl2-extractable Pb in the SMBC-treated soils after 30 days of incubation. The chemical fractions of Pb and Zn from sequential extractions were used for evaluating mobility and availability. After 30 days of incubation, the chemical species of Pb in the control distributed in the decreasing order of OX (26.5%) > CB (20.99%) > OM (18.52%) > RS (18.02%) > EX (15.95%) and RS (27.35%) > OX (24.88%) > EX (19.95%) > OM (17.42%) > CB (10.38%) for Zn in the soil. Siraitia grosvenorii residues has a broad application prospect in the remediation of heavy metal polluted soil in the future.

研究了由 Siraitia grosvenorii 残留物制备的磁性生物炭(SMBC)对土壤中铅和锌的迁移性、物种和生物利用率的影响。采用 N2 吸附-解吸等温线、扫描电子显微镜、傅立叶红外光谱和 X 射线衍射对 SMBC 进行了表征。采用 TCLP、CaCl2 和 PBET 对铅和锌进行了三种不同的提取,以分别模拟迁移性、可利用性和生物可及性。以 0、1、2.5 和 5.0%(重量百分比)的比率将 SMBC 与受污染的土壤一起培养 5 天和 30 天。SMBC 对锌和铅的固定均有效,且固定效果随 SMBC 用量的增加而增强。据观察,经过 30 天培养后,SMBC 处理土壤中的 TCLP 可萃取铅和 CaCl2 可萃取铅略有回升。连续萃取的铅和锌的化学成分被用于评估迁移性和可用性。培养 30 天后,对照组土壤中铅的化学成分依次为 OX(26.5%)> CB(20.99%)> OM(18.52%)> RS(18.02%)> EX(15.95%)和 RS(27.35%)> OX(24.88%)> EX(19.95%)> OM(17.42%)> CB(10.38%)。Siraitia grosvenorii 残留物在重金属污染土壤修复方面具有广阔的应用前景。
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引用次数: 0
Experimental Study on DEP Degradation in Water by Double Grounded Electrode DBD Reactor 双接地电极 DBD 反应器对水中 DEP 降解的实验研究
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-06 DOI: 10.1007/s11270-024-07600-9
Shiyue Liu, Xuhong Jin, Siyu Zhang, Cong Wang, Xinjun Shen

In recent years, due to the rapid development of industrialisation, plasticisers can be commonly detected in the aqueous environment, and diethyl phthalate (DEP), as an o-phenyl plasticiser, is an emerging pollutant in the aqueous environment, which endangers human health and damages the environment. In this study, a double grounded dielectric barrier discharge (DBD) plasma was utilised for the degradation of DEP wastewater, and a packed-bed reactor was designed so that the degradation rate of DEP was enhanced by the enhanced discharge effect. This paper compares the investigation of the packing performance of different packing materials in the DBD plasma discharge space, optimising a conventional DBD plasma, and testing the filling of different filling materials (glass spheres and glass tubes) in a DBD reactor. Response surface method was used to determine the effect of different materials between size, packing volume and through air flow rate and optimisation experiments were carried out. When glass spheres are used as filler material, the removal rate of the response output optimum can reach 96.62%; When the glass tube is used as filler material, the response output optimum value of 89.78% removal can be achieved. The degradation of DEP by various active particles within the filled-bed DBD discharge system was investigated by free radical inhibition experiments. The removal rates were 17.81%, 48.30% and 17.81% after 40 min of discharge treatment with 5 mmoL/L IPA, BQ and PS, respectively.

近年来,由于工业化的快速发展,水环境中普遍可以检测到增塑剂,而邻苯二甲酸二乙酯(DEP)作为一种邻苯增塑剂,是水环境中新出现的污染物,危害人类健康,破坏环境。本研究利用双接地介质阻挡放电(DBD)等离子体降解 DEP 废水,并设计了填料床反应器,通过增强放电效应提高 DEP 的降解率。本文比较研究了不同填料在 DBD 等离子体放电空间中的填料性能,优化了传统的 DBD 等离子体,并测试了不同填料(玻璃球和玻璃管)在 DBD 反应器中的填装情况。采用响应面法确定了不同材料在尺寸、填料体积和通气流速之间的影响,并进行了优化实验。当使用玻璃球作为填充材料时,响应输出最优值的去除率可达 96.62%;当使用玻璃管作为填充材料时,响应输出最优值的去除率可达 89.78%。通过自由基抑制实验研究了填充床 DBD 放电系统中各种活性颗粒对 DEP 的降解情况。使用 5 mmoL/L IPA、BQ 和 PS 进行放电处理 40 分钟后,去除率分别为 17.81%、48.30% 和 17.81%。
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引用次数: 0
Charcoal Residue from Cashew Nutshells as a Bioadsorbent in Fixed Bed Column for Produced Water 将腰果壳残炭作为固定床柱中的生物吸附剂处理采出水
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-05 DOI: 10.1007/s11270-024-07612-5
Karine Fonseca Soares de Oliveira, Joemil Oliveira de Deus Junior, Talita Lorena dado SilvaNascimento, Raoni Batista dos Anjos, Dulce Maria de Araújo Melo, Renata Martins Braga, Marcus Antonio de Freitas Melo

One of the produced water treatment methods is adsorption, however, the use of commercial activated carbon as an adsorbent, in industrial scale, makes the process expensive. An alternative for replacing commercial activated carbon is the use of bioadsorbents, which have been gaining emphasis in recent decades, high performance, and low production costs. The objective of this work is to develop an efficient and low cost bioadsorbent by reusing the charcoal from the cashew nutshell (Anarcadium accidentale L.) for the removal of metal ions (Cu2+, Pb2+ and Cr3+), oil and grease content (OGC). The bioadsorbent was pretreated with NaOH and characterized by scanning electron microscopy (SEM), Fourier transform infrared spectroscopy (FTIR), point of zero charge (pHpzc) and Boehm titration. The adsorption tests involved adsorption kinetics and equilibrium experiments in a batch system using metallic solution and in a fixed bed column using multi-element metallic and semi-synthetic OGC solution. The characterization results revealed the presence of hydroxyl, carboxyl and carbonyl groups, as well as an irregular and heterogeneous structure, which are favorable characteristics for the adsorption process. The bioadsorbent was able to remove 98.9; 90.9, 77.1 and 100% for Cu2+, Pb2+, Cr3+ and OGC, respectively, in a fixed bed adsorption column. It is concluded that bioadsorbent developed has high potential for removing metals and OGC, in addition to being an abundant product in nature, renewable, biodegradable and its reuse contributes to reduce environmental pollution, waste production and improves the local circular economy through the recovery of the by-product.

吸附法是产水处理方法之一,但在工业规模中使用商业活性炭作为吸附剂,会使处理过程变得昂贵。替代商用活性炭的另一种方法是使用生物吸附剂,近几十年来,生物吸附剂越来越受到重视,其性能高、生产成本低。这项工作的目的是通过重复利用腰果壳(Anarcadium accidentale L.)中的木炭,开发一种高效、低成本的生物吸附剂,用于去除金属离子(Cu2+、Pb2+ 和 Cr3+)以及油脂含量(OGC)。生物吸附剂用 NaOH 进行预处理,并通过扫描电子显微镜(SEM)、傅立叶变换红外光谱(FTIR)、零电荷点(pHpzc)和波姆滴定法进行表征。吸附测试包括在批处理系统中使用金属溶液进行的吸附动力学和平衡实验,以及在固定床柱中使用多元素金属和半合成 OGC 溶液进行的吸附实验。表征结果表明,该生物吸附剂含有羟基、羧基和羰基,并具有不规则的异质结构,这些都是吸附过程的有利特征。在固定床吸附柱中,生物吸附剂对 Cu2+、Pb2+、Cr3+ 和 OGC 的去除率分别为 98.9%、90.9%、77.1% 和 100%。结论是,所开发的生物吸附剂在去除金属和 OGC 方面具有很高的潜力,此外,生物吸附剂是自然界中一种丰富的产品,可再生、可生物降解,其再利用有助于减少环境污染和废物产生,并通过回收副产品改善当地的循环经济。
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引用次数: 0
Microplastics Contamination in Environment and Marine Animals at Kodek Bay, Lombok, Indonesia 印度尼西亚龙目岛科德克湾环境和海洋动物中的微塑料污染
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-05 DOI: 10.1007/s11270-024-07607-2
Moh. Awaludin Adam, Husna Shofi Talbia, Dwi Ariyanti, Sonny Kristianto, Nadda Khalila Chairunnisa, Maya Aprilia, Muhammad Firdaus, Ramli Marzuki, Aditya Prana Iswara, Wisnu Prayogo, Tuti Mutia, Heni Masruroh

In this study, microplastics (MPs) contaminations in Kodek Bay, North Lombok, West Nusa Tenggara, Indonesia, were investigated from water, sediment, and marine animal samples to evaluate the impact of waste discharges from anthropogenic activities and river run-off around the bay. The samples were collected from three site categories: port, residential area, and aquaculture floating net cages. Water quality in each site was also observed. Three marine animals with different feeding regimes were selected to assess MPs contamination, including pompano (Trachinotus blochii), crab (Ocypode kuhlii), and oyster (Crassostrea sp.). A series of extraction protocols followed by stereomicroscope observation were conducted to identify the MPs' abundance, form type, and color. Next, the MPs polymer type was characterized using Fourier Transform Infra Red (FT-IR) at a frequency range 4000–400 cm-1 resolution 4.0 with Bruker Alpha II spectrometer. The results showed no significant difference (P < 0.5) in MPs abundance in water (15.75–20 part.L−1) and sediment (10.25–12.3 part.kgDW−1) samples between the sites as well as between marine animals (23.20–27.03 part.ind−1). Various MPs types and color proportions were observed from water and sediment from different sampling locations and marine animal body parts. The MPs form types found include fragment (6–58%), film (7–49%), fiber (2–25%), and pellet (20–78%), while based on the MPs particle colors, the proportion were black (14–78%), yellow (7–33%), blue (2–25%), red (8–30%) and green (2–30%). Analysis of functional groups and polymers from water, sediments, and marine animal samples indicated the presence of PS (Polystyrene) and PE (Polyethylene). The study results indicated widespread MP contamination in the Kodek Bay area. The results serve as a scientific-based recommendation for policymaking to further prevent MPs contamination in the area.

本研究调查了印度尼西亚西努沙登加拉省北龙目岛科德克海湾的水、沉积物和海洋动物样本中的微塑料(MPs)污染情况,以评估人为活动排放的废物和海湾周围河流径流的影响。样本从三个地点采集:港口、居民区和水产养殖浮式网箱。还对每个地点的水质进行了观察。为评估 MPs 污染情况,选择了三种摄食方式不同的海洋动物,包括鲳鱼(Trachinotus blochii)、蟹(Ocypode kuhlii)和牡蛎(Crassostrea sp.)。通过一系列提取程序和立体显微镜观察,确定了 MPs 的数量、形态类型和颜色。然后,使用傅立叶变换红外光谱仪(FT-IR)在 4000-400 cm-1 的频率范围内(分辨率为 4.0)对 MPs 聚合物类型进行表征。结果表明,不同地点的水样(15.75-20part.L-1)和沉积物(10.25-12.3part.kgDW-1)以及不同海洋动物(23.20-27.03part.ind-1)中的 MPs 丰度无明显差异(P < 0.5)。从不同采样地点的水和沉积物以及海洋动物的身体部位观察到了各种 MPs 类型和颜色比例。发现的 MPs 形态类型包括碎片(6-58%)、薄膜(7-49%)、纤维(2-25%)和颗粒(20-78%),而根据 MPs 颗粒的颜色,其比例分别为黑色(14-78%)、黄色(7-33%)、蓝色(2-25%)、红色(8-30%)和绿色(2-30%)。对水、沉积物和海洋动物样本中的官能团和聚合物的分析表明,其中存在 PS(聚苯乙烯)和 PE(聚乙烯)。研究结果表明,科德克湾地区普遍存在 MP 污染。研究结果为进一步防止该地区的 MP 污染提供了科学的决策建议。
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引用次数: 0
Optimizing Nitrate and Nitrite Recovery from Aquaculture Wastewater Using Coffee Ground Biosorbent: Adsorption Mechanisms and Its Potential as Soil Conditioner 利用咖啡粉生物吸附剂优化水产养殖废水中硝酸盐和亚硝酸盐的回收:吸附机制及其作为土壤改良剂的潜力
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-04 DOI: 10.1007/s11270-024-07597-1
Sin Ying Tan, Sumathi Sethupathi, Kah Hon Leong

Aquaculture wastewater (AW) is contaminated with nitrate (NO3) and nitrite (NO2), which can cause eutrophication if discharged without treatment. This study explores using coffee grounds biosorbent (CGB) to recover NO3 and NO2 ions from AW and reutilize the spent sorbent as a soil conditioner. The process study, adsorption isotherms and kinetics of the adsorption of NO3 and NO2 were deduced using several parameters and models. Spent sorbents were also compared with the commercial potting soil based on Okra plant growth metrics. The highest recovery efficiency for NO3 and NO2 was 98.6% and 95.0%, respectively, using 5 g/L of CGB with a 2-h contact time at pH 11. Adsorption followed the Freundlich isotherm and pseudo-first-order model, indicating multilayer adsorption on a heterogeneous surface. Optimal Okra growth was observed with 10% spent CGB (SCGB). This study highlights the potential of waste biosorbents for nutrient recovery and subsequent use as soil conditioners.

Graphical Abstract

水产养殖废水(AW)受到硝酸盐(NO3-)和亚硝酸盐(NO2-)的污染,如果不经处理排放,会导致富营养化。本研究探讨了利用咖啡渣生物吸附剂(CGB)回收 AW 中的 NO3- 和 NO2- 离子,并将废吸附剂作为土壤改良剂重新利用。研究利用多个参数和模型对 NO3- 和 NO2- 的吸附过程、吸附等温线和吸附动力学进行了推导。根据秋葵植物的生长指标,还将废吸附剂与商用盆栽土壤进行了比较。在 pH 值为 11、接触时间为 2 小时的情况下,使用 5 克/升的 CGB,NO3- 和 NO2- 的最高回收率分别为 98.6% 和 95.0%。吸附遵循 Freundlich 等温线和伪一阶模型,表明在异质表面上存在多层吸附。在使用 10% 的废 CGB(SCGB)时,秋葵的生长达到最佳状态。这项研究凸显了废物生物吸附剂在养分回收和随后用作土壤改良剂方面的潜力。 图文摘要
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引用次数: 0
Assessment of Groundwater Quality and Nitrate Related Risks to Human Health: A Case of Angads Plain, Morocco 评估地下水质量和与硝酸盐有关的人类健康风险:摩洛哥安加德平原案例
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-04 DOI: 10.1007/s11270-024-07605-4
Oualid Boukich, Rihab Ben-tahar, Elkhadir Gharibi, Bouchra El guerrouj, Youssef Smiri

This study aims to assess groundwater quality and the human health risks associated with nitrate contamination using a human health risk assessment model. 45 groundwater samples were collected in 2016 and 2023 in the Angads aquifer. According to the findings, the groundwater was brackish (TDS > 1000 mg/L), extremely hard (TH > 450 mg/L CaCO3), and contained ions in the sequence Na+  > Ca2+  > Mg2+  > K+  > NH4+ for cations, and Cl > HCO3 > SO42− > NO3 for anions. The TH-TDS graph and the groundwater quality index (GWQI) show that the majority of samples are unfit for consumption. Based on NO3 concentrations most often observed in the south of the research area, where many activities are likely to be sources of nitrates, the human health risk assessment reveals high non-carcinogenic risks for people living in the region, particularly for infants (71.1% on 2016 and 93.3% on 2023). Consumption of groundwater contaminated with nitrates over a long period could present a potential risk to human health.

本研究旨在利用人类健康风险评估模型评估地下水质量以及与硝酸盐污染相关的人类健康风险。研究人员于 2016 年和 2023 年在安加德含水层采集了 45 个地下水样本。根据研究结果,地下水为咸水(TDS > 1000 mg/L),硬度极高(TH > 450 mg/L CaCO3),阳离子含有 Na+ > Ca2+ > Mg2+ > K+ > NH4+,阴离子含有 Cl- > HCO3- > SO42- > NO3-。TH-TDS 图和地下水质量指数 (GWQI) 显示,大多数样本不适合饮用。研究区南部的许多活动都可能是硝酸盐的来源,根据在该地区最常观察到的 NO3- 浓度,人类健康风险评估显示,该地区居民,尤其是婴儿的非致癌风险很高(2016 年为 71.1%,2023 年为 93.3%)。长期饮用受硝酸盐污染的地下水会对人类健康造成潜在风险。
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引用次数: 0
Sunflower Bottom Ash Improve Soil Properties and Microbial Community in Cadmium-Polluted Acid Farmland 向日葵底灰改善镉污染酸性农田的土壤性质和微生物群落
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-03 DOI: 10.1007/s11270-024-07611-6
Shilong He, Huijuan Song, Liang Peng, Xiaolin Kuang, Qingru Zeng, Miaogen Yin, Fan Deng

Sunflower bottom ash (SBA), rich in potassium (K) and low in heavy metals, making it a potential solution for cadmium (Cd)-polluted acidic farmland. Field experiments were conducted to investigate the effects of adding different concentrations of SBA (0%, 0.1%, 0.3%, 0.5%, 1.0%) to Cd-contaminated acidic soil on heavy metal bioavailability, soil fertility, and bacterial community structure. The results showed that the bioavailability of Cd decreased from 0.29 mg/kg in the CK treatment to 0.08 mg/kg in the 1% treatment, and the pH increased from 5.7 to 8.1. Notably, in the 0.3% treatment, catalase, urease, and alkaline phosphatase activities reaching 20, 560, and 4.3 (a.u), respectively, and 16S rRNA sequencing analysis revealed that the Shannon index of the 0.3% treatment was the highest at 5.364, indicating the most favorable soil environment with the greatest microbial diversity. Terrabacter was significantly positively correlated with heavy metal availability, while Dyella exhibited significant positive correlations with the availability of phosphorus (P), K, and soil pH, and Terrabacter and Dyella in the acidic Cd-contaminated soil contributed to reducing heavy metal toxicity and enhancing soil fertility. This study offers a promising approach for resource utilization of SBA, and provides a new technology for improving Cd-polluted acidic farmland.

向日葵底灰(SBA)富含钾(K),重金属含量低,是解决镉(Cd)污染酸性农田的潜在方法。田间试验研究了在受镉污染的酸性土壤中添加不同浓度的 SBA(0%、0.1%、0.3%、0.5%、1.0%)对重金属生物利用率、土壤肥力和细菌群落结构的影响。结果表明,镉的生物利用率从 CK 处理的 0.29 mg/kg 降至 1%处理的 0.08 mg/kg,pH 值从 5.7 升至 8.1。值得注意的是,在 0.3% 处理中,过氧化氢酶、脲酶和碱性磷酸酶活性分别达到 20、560 和 4.3 (a.u),16S rRNA 测序分析表明,0.3% 处理的香农指数最高,为 5.364,表明土壤环境最有利,微生物多样性最高。酸性镉污染土壤中的 Terrabacter 和 Dyella 对降低重金属毒性和提高土壤肥力做出了贡献。这项研究为SBA的资源利用提供了一种前景广阔的方法,并为改良受镉污染的酸性农田提供了一种新技术。
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引用次数: 0
Immobilization of Phenazine-1-carboxylic Acid on Chitosan/Polyvinyl Alcohol Gel and its Enhancement Effect on the Decolorization of Disperse Red S-R by Shewanella oneidensis 壳聚糖/聚乙烯醇凝胶上吩嗪-1-羧酸的固定化及其对 Shewanella oneidensis 对分散红 S-R 脱色的促进作用
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-31 DOI: 10.1007/s11270-024-07572-w
Yanbo Li, Guohong Liu, Huai Shi

Soluble electron shuttles have been found to facilitate the biodecolorization of azo dyes, yet their loss due to water flow can escalate costs and risk secondary pollution. This issue can be mitigated by immobilizing the shuttles. In this study, we immobilized phenazine-1-carboxylic acid (PCA) using a chitosan/polyvinyl alcohol gel carrier and investigated its effect on the degradation of disperse red S-R (DR S-R) by Shewanella oneidensis FJAT-2478. Both free and immobilized PCA significantly increased the decolorization rate within a 50–400 mg/L concentration range for DR S-R, without affecting the final efficiency. Immobilized PCA was slightly less effective than free PCA (4.18-fold at 100 mg/L DR S-R), but was 3.63-fold more effective than the control group without PCA. It also demonstrated excellent reusability, retaining 83% of its initial activity after 10 cycles. Unlike free PCA, which reduced flavin secretion of FJAT-2478 by 36.4%, immobilized PCA increased it by 19.5%, indicating potential differences in their electron transfer modes. This study highlights the potential of immobilized phenazine-based electron shuttles in biologically decolorizing disperse dye wastewater.

Graphical Abstract

研究发现,可溶性电子梭能促进偶氮染料的生物脱色,但水流会导致电子梭的损失,从而增加成本并带来二次污染的风险。固定电子梭可以缓解这一问题。在本研究中,我们使用壳聚糖/聚乙烯醇凝胶载体固定了酚嗪-1-羧酸(PCA),并研究了其对 Shewanella oneidensis FJAT-2478 降解分散红 S-R (DR S-R)的影响。在 50-400 mg/L 的浓度范围内,游离和固定化 PCA 都能显著提高 DR S-R 的脱色率,但不影响最终效率。固定化五氯苯甲醚的脱色效果略低于游离五氯苯甲醚(在 100 毫克/升 DR S-R 浓度下为 4.18 倍),但比不含五氯苯甲醚的对照组高出 3.63 倍。它还表现出极佳的重复使用性,在 10 个周期后仍能保持 83% 的初始活性。游离 PCA 会使 FJAT-2478 的黄素分泌减少 36.4%,而固定 PCA 则会使其分泌增加 19.5%,这表明它们的电子传递模式可能存在差异。本研究强调了固定化酚嗪基电子梭子在分散染料废水生物脱色方面的潜力。 图文摘要
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引用次数: 0
Present Trends in Analytical Methods for Determination of Multi-groups Environmental Contaminants Polyaromatic Hydrocarbons, Phthalates, Alkylphenol Ethoxylates, Alkylphenols, and Butylated Hydroxytoluene in River Sediments 测定河流沉积物中多类环境污染物多芳烃、邻苯二甲酸盐、烷基酚乙氧基化物、烷基酚和丁基羟基甲苯的分析方法的当前趋势
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-31 DOI: 10.1007/s11270-024-07559-7
Katarína Rusiňáková, Marcel Brenkus, Veronika Koperová Návojová, Michal Kirchner, Svetlana Hrouzková

This paper is focused on an overview of developments and validation procedures in analytical methods for the detection and quantification of emerging contaminants from multiple groups of environmental contaminants in the environment: polyaromatic hydrocarbons (PAHs), phthalate esters (PEs), alkylphenol ethoxylates (APEOs), alkylphenols (APs), and butylated hydroxytoluene (BHT) in river sediments. Especially, the simultaneous extraction of several analyte groups from sediment samples is currently uncommon, but from the perspective of green analytical chemistry, it is highly desirable. In simultaneous analysis, multiple groups of substances are determined at once instead of through several individual analyses, saving energy, time, and chemicals while significantly increasing laboratory throughput. This review reports different approaches for monitoring the presence of environmental contaminants from four different groups of contaminants from river sediments. There are plenty of sampling techniques, with the core and grab sampling being the most employed at present. Sample preparation is a challenging part of the whole analytical method, providing ample opportunity for optimization in accordance with green analytical chemistry principles. Various extraction schemes, including ultrasound-assisted extraction techniques, accelerated solvent extraction, and microwave-assisted extraction are energy-intensive techniques but may be considered "green" due to their possibility to reduce the consumption of organic solvents, which are usually considered toxic. Quick, Easy, Cheap, Effective, Rugged and Safe extraction (QuEChERS) in the case of satisfactory validation parameters is well-evaluated and utilized. The most recent developments in extraction and clean-up techniques for simultaneous analysis of two, three or four groups of contaminants are showing promising results. Separation and detection techniques are shortly discussed. Further optimizations of analytical methodologies are needed, and future developments in the field of analytical methods for sediment samples are expected for more efficient and faster acquisition of data on the presence of contaminants in real monitoring samples.

本文重点概述了用于检测和定量环境中新出现的多组环境污染物(多芳烃、邻苯二甲酸酯、烷基酚聚氧乙烯醚、烷基酚聚氧乙烯醚和丁基羟基甲苯)的分析方法的发展和验证程序。特别是从沉积物样品中同时提取几组分析物的方法目前并不常见,但从绿色分析化学的角度来看,这是非常理想的。在同步分析中,可以一次性测定多组物质,而不是通过多次单独分析,这样既节省了能源、时间和化学试剂,又大大提高了实验室的处理能力。本综述报告了监测河道沉积物中四类不同污染物是否含有环境污染物的不同方法。采样技术种类繁多,目前使用最多的是岩心采样和抓斗采样。样品制备是整个分析方法中极具挑战性的一部分,为根据绿色分析化学原则进行优化提供了大量机会。各种萃取方案,包括超声波辅助萃取技术、加速溶剂萃取和微波辅助萃取,都是能源密集型技术,但由于可以减少通常被认为有毒的有机溶剂的消耗,因此可以被视为 "绿色 "技术。在验证参数令人满意的情况下,快速、简便、廉价、有效、坚固和安全萃取(QuEChERS)得到了很好的评估和应用。用于同时分析两组、三组或四组污染物的萃取和净化技术的最新发展显示出良好的效果。分离和检测技术将在短期内得到讨论。需要进一步优化分析方法,预计沉积物样本分析方法领域的未来发展将更有效、更快地获取有关实际监测样本中污染物存在情况的数据。
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引用次数: 0
MAML-Enhanced LSTM for Air Quality Time Series Forecasting 用于空气质量时间序列预测的 MAML 增强型 LSTM
IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-31 DOI: 10.1007/s11270-024-07549-9
Baron Sam B, Isaac Sajan R, Chithra R. S, Manju C. Thayammal

Predicting air quality is essential for environmental monitoring and public health. In this work, we suggest a novel method for time series forecasting that uses Long Short-Term Memory (LSTM) networks and the Model-Agnostic Meta-Learning (MAML) algorithm to explicitly target air quality factors. The dataset employed includes features such as carbon monoxide concentration, sensor responses, and meteorological variables. Through extensive experimentation, our MAML-enhanced LSTM model demonstrates improved adaptability to new air quality forecasting tasks, particularly when data is limited. We present comprehensive results, including comparisons with traditional LSTM models, highlighting the efficacy of the proposed approach. This research contributes to the advancement of meta-learning techniques in the domain of environmental monitoring and offers insights into the potential of MAML for enhancing time series forecasting models.

预测空气质量对环境监测和公众健康至关重要。在这项工作中,我们提出了一种新的时间序列预测方法,该方法使用长短期记忆(LSTM)网络和模型诊断元学习(MAML)算法,明确针对空气质量因素进行预测。采用的数据集包括一氧化碳浓度、传感器响应和气象变量等特征。通过大量实验,我们的 MAML 增强型 LSTM 模型展示了对新空气质量预测任务的更强适应性,尤其是在数据有限的情况下。我们展示了全面的结果,包括与传统 LSTM 模型的比较,突出了所提方法的功效。这项研究为元学习技术在环境监测领域的发展做出了贡献,并为 MAML 在增强时间序列预测模型方面的潜力提供了见解。
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引用次数: 0
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Water, Air, & Soil Pollution
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