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Comparative investigation on the adsorption behavior of bromate in aqueous solutions using Zn/Ni/Al-LDH and Ni/Al-LDH: optimization, equilibrium analysis, and mechanistic insights Zn/Ni/Al-LDH和Ni/Al-LDH在水溶液中吸附溴酸盐行为的比较研究:优化、平衡分析和机理研究
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-01-14 DOI: 10.1007/s40201-025-00932-6
Yaping Qin, Huixue Ren, Shengyun Jiang, Yuxin Bi, Chuntong Li, Rui Fang

The presence of bromate in water poses a significant health risk. In order to effectively eliminate bromate from water, this study synthesized a series of ternary Zn-Ni-Al layered double hydroxides with varying Zn/Ni/Al atomic ratios using a co-precipitation method. The adsorbents were characterized using various techniques including XRD, Fourier transform infrared spectroscopy, and N2 adsorption-desorption isotherms. Among them, ZnNiAl-2 exhibited the highest crystallinity and largest specific surface area (316.1 m2 g−1), which was compared to the binary hydrotalcite NiAl-LDH for its ability to adsorb bromate from water. Results demonstrated that the adsorption isotherm of bromate on ZnNiAl-2 followed the Langmuir model, with a maximum adsorption capacity of 120.5 mg g−1, significantly higher than that of NiAl at 75.5 mg g−1, indicating strong adsorption capability and reusability performance. The adsorption kinetics were also found to be in accordance with the pseudo-second-order kinetic model. The mechanism involved both surface adsorption and anion exchange.

水中溴酸盐的存在对健康构成重大威胁。为了有效去除水中的溴酸盐,本研究采用共沉淀法合成了一系列具有不同Zn/Ni/Al原子比的Zn-Ni-Al三元层状双氢氧化物。采用XRD、傅里叶变换红外光谱、N2吸附-脱附等温线等技术对吸附剂进行了表征。其中,ZnNiAl-2结晶度最高,比表面积最大(316.1 m2 g−1),其吸附水中溴酸盐的能力优于NiAl-LDH。结果表明,溴酸盐在ZnNiAl-2上的吸附等温线符合Langmuir模型,最大吸附量为120.5 mg g - 1,显著高于NiAl的75.5 mg g - 1,具有较强的吸附能力和重复使用性能。吸附动力学也符合准二级动力学模型。其机理包括表面吸附和阴离子交换。
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引用次数: 0
Evaluation of the exposure to perfluorooctane sulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) through drinking water and human risk assessment 通过饮用水接触全氟辛烷磺酸(PFOS)和全氟辛酸(PFOA)的评估和人体风险评估
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-12-28 DOI: 10.1007/s40201-024-00930-0
Zahra Manoochehri, Bahareh Shoshtari-Yeganeh, Leila Gheisari, Karim Ebrahimpour

In the present study, two most commonly used Perfluoroalkyl substances (PFASs), namely perfluorooctanoic acid (PFOA) and perfluorooctanesulfonate (PFOS), were determined in 45 tap water samples from the city of Isfahan (Iran) by dispersive liquid-liquid extraction (DLLME) and liquid chromatography-mass spectrophotometry (LC-MS) analysis. Risk assessment was also performed to determine the risk to human health. The mean concentration of PFOA was 38.1 ± 26.4ng/L (min = 5.1 and max = 1056ng/L). The mean concentration of PFOS was 33.7 ± 25.09ng/L (min = 4.3 and max = 99.2ng/L). The combined concentrations of PFOA and PFOS were above the US-EPA advisory levels (70ng/L) in 48.8% of the samples. The distance between the sampling locations and the water treatment plant showed no significant correlation (p > 0.05). The results of the risk assessment showed that all calculated hazard quotients (HQ) and hazard indices (HI) are below 1, indicating that the risk to human health from exposure to PFOA and PFOS via drinking water in the city of Isfahan was not high for adults and children. These results indicate a significant contamination of Isfahan tap water by PFOA and PFOS of unknown origin. Further studies are needed on the Zayande-Roud River water as a supplier of Isfahan tap water and the efficiency of the water treatment plant and the role of the water distribution network in PFASs contamination of tap water.

本研究采用分散液液萃取法(DLLME)和液相色谱-质谱联用法(LC-MS)对伊朗伊斯法罕市45份自来水样品中两种最常用的全氟烷基物质(PFASs)全氟辛酸(PFOA)和全氟辛烷磺酸(PFOS)进行了测定。还进行了风险评估,以确定对人类健康的风险。PFOA平均浓度为38.1±26.4ng/L(最小值为5.1,最大值为1056ng/L)。PFOS的平均浓度为33.7±25.09ng/L(最小值为4.3,最大值为99.2ng/L)。48.8%的样品中PFOA和PFOS的总浓度高于美国环保署的建议水平(70ng/L)。采样点与水处理厂的距离无显著相关(p > 0.05)。风险评估结果表明,计算出的危害商数(HQ)和危害指数(HI)均小于1,表明伊斯法罕市成人和儿童通过饮用水接触全氟辛烷磺酸和全氟辛烷磺酸对人体健康的风险不高。这些结果表明伊斯法罕自来水受到全氟辛烷磺酸和来源不明的全氟辛烷磺酸的严重污染。需要进一步研究作为伊斯法罕自来水供应商的Zayande-Roud河水、水处理厂的效率以及配水网络在自来水全氟辛烷污染中的作用。
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引用次数: 0
Rapid degradation of pharmaceutical pollutants using poly(1-naphthylamine) decorated BaFe2O4 nanohybrids under microwave irradiation 微波辐照下聚1-萘胺修饰BaFe2O4纳米杂化物快速降解药物污染物
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-12-28 DOI: 10.1007/s40201-024-00931-z
Shayista Gaffar, S. M. Ashraf, Ufana Riaz

Metformin, a widely used antidiabetic drug, has become a growing concern due to its persistence in the environment. It is one of the most frequently detected pharmaceuticals in wastewater and surface water because it is excreted largely unchanged by patients and is not fully removed in conventional wastewater treatment plants. The present study focuses on the synthesis and characterization of BaFe2O4/poly(1-naphthylamine) (PNA) nanohybrids and their application as microwave-active catalysts for the degradation of metformin. The nanohybrids were analyzed using scanning electron microscopy (SEM), Fourier transform infrared spectroscopy (FT-IR), and X-ray diffraction (XRD) techniques. The IR studies presence of peaks associated with PNA and BaFe2O4 confirmed the formation of the nanohybrid. The XRD profile of PNA/BaFe2O4 nanohybrids did not exhibit any significant shift in the crystalline peaks corresponding to BaFe2O4 but some new peaks were observed in addition to the existing BaFe2O4 peaks, which were attributed to the presence of PNA. SEM studies established the mixed morphology. Metformin degradation was carried out under microwave irradiation for 18 min, and the effects of catalyst dosage and drug concentration were evaluated to confirm the catalytic performance of the PNA/BaFe2O4 system. A maximum degradation efficiency of 89% was achieved in 18 min using 5% PNA/BaFe2O4 as the catalyst. Additionally, a potential degradation mechanism was proposed.

二甲双胍是一种广泛使用的降糖药,由于其在环境中的持久性而越来越受到人们的关注。它是废水和地表水中最常检测到的药物之一,因为它在很大程度上是由患者排出的,并且在传统的废水处理厂中不能完全去除。本文研究了BaFe2O4/聚1-萘胺(PNA)纳米杂化物的合成、表征及其在二甲双胍降解中的微波活性催化剂应用。利用扫描电子显微镜(SEM)、傅里叶变换红外光谱(FT-IR)和x射线衍射(XRD)技术对纳米杂化物进行了分析。红外光谱分析表明PNA和BaFe2O4相关峰的存在证实了纳米杂化物的形成。PNA/BaFe2O4纳米杂化物的XRD谱图显示,BaFe2O4对应的晶体峰没有明显的变化,但在原有的BaFe2O4峰之外出现了一些新的峰,这是由于PNA的存在。SEM研究证实了混合形貌。微波辐照18 min降解二甲双胍,考察催化剂用量和药物浓度对二甲双胍降解效果的影响,确定PNA/BaFe2O4体系的催化性能。以5% PNA/BaFe2O4为催化剂,在18 min内达到89%的最大降解效率。此外,还提出了一种潜在的降解机制。
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引用次数: 0
Efficient magnetic adsorption of polystyrene nanoplastic from aqueous solutions by eco-friendly Fe3O4 nanoparticles: Removal, kinetic and isotherm modeling studies 生态友好型Fe3O4纳米颗粒对聚苯乙烯纳米塑料的高效磁吸附:去除、动力学和等温线模型研究
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-12-23 DOI: 10.1007/s40201-024-00929-7
Ghassan H. Matar, Cigdem Dikbas, Muberra Andac

Today, nanoplastics (NPs) are a growing environmental concern due to their persistence and widespread distribution, posing risks to ecosystems and human health. Their ability to transport pollutants makes them particularly dangerous, underscoring the urgent need for effective removal methods. Herein, we report the synthesis of an environmentally friendly material that enables the magnetic removal of polystyrene nanoparticles (PSNPs) from aqueous solutions by green chemistry approach. The material synthesized by using pine resin extract as a reducing and capping agent is iron oxide magnetic nanoparticles (PR@Fe3O4 MNPs). Spectroscopic (UV–Vis, FTIR) and microscopic (EFSEM, EDXS) techniques were used to characterize the nanoparticles and confirm the adsorption of PSNPs on the PR@Fe3O4 MNPs. X-ray diffraction (XRD) patterns indicated the crystalline nature of the nanoparticles and confirmed the preservation of the structure of PR@Fe3O4 MNPs after adsorption. The adsorption of PSNPs (with a diameter of 100 nm) was performed under varying conditions, including different contact times, dosages of PR@Fe3O4 MNPs, and concentrations of PSNPs. It was observed that the removal efficiencies of PSNPs (100 mg/L) ranged from 95.45% to 99.13% when the dosage of PR@Fe3O4 MNPs increased from 2.5 mg to 10.0 mg after 24 h, reaching the maximum adsorption capacity at 454.55 mg/g. Kinetic and isotherm studies indicated that the adsorption process fits best to a pseudo-second-order kinetic model and Langmuir isotherm, suggesting monolayer adsorption on homogeneous surfaces. Finally, the results of this study concluded that the green-synthesized PR@Fe3O4 MNPs can be used as effective and eco-friendly materials to remove PSNPs from aquatic environments.

Graphical abstract

如今,纳米塑料由于其持久性和广泛分布而日益成为环境问题,对生态系统和人类健康构成威胁。它们运输污染物的能力使它们特别危险,因此迫切需要有效的清除方法。在此,我们报告了一种环保材料的合成,该材料能够通过绿色化学方法从水溶液中磁性去除聚苯乙烯纳米颗粒(PSNPs)。以松脂提取物为还原剂和封盖剂合成的材料为氧化铁磁性纳米颗粒(PR@Fe3O4 MNPs)。利用光谱(UV-Vis, FTIR)和微观(EFSEM, EDXS)技术对纳米颗粒进行了表征,并证实了psnp在PR@Fe3O4 MNPs上的吸附作用。x射线衍射(XRD)图显示了纳米颗粒的结晶性质,并证实了PR@Fe3O4 MNPs吸附后结构的保存。在不同的条件下,包括不同的接触时间、PR@Fe3O4 MNPs的剂量和PSNPs的浓度,对直径为100 nm的PSNPs进行了吸附。结果表明,当PR@Fe3O4 MNPs的投加量从2.5 mg增加到10.0 mg时,24 h对psnp (100 mg/L)的去除率为95.45% ~ 99.13%,达到最大吸附量454.55 mg/g。动力学和等温线研究表明,吸附过程最符合拟二级动力学模型和Langmuir等温线,表明吸附过程是在均匀表面上的单层吸附。最后,本研究的结果表明,绿色合成的PR@Fe3O4 MNPs可以作为去除水生环境中psnp的有效环保材料。图形抽象
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引用次数: 0
Indoor air pollution due to bacterial bioaerosols in beauty salons of Ardabil, Iran: characterization, influencing factors and health risk assessment 伊朗阿尔达比勒美容院细菌生物气溶胶造成的室内空气污染:特征、影响因素和健康风险评估
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-26 DOI: 10.1007/s40201-024-00927-9
Morteza Alighadri, Maryam Alipour, Hamid Reza Ghaffari, Ahmad Zarei, Noradin Gharari, Bahram Alizadeh, Anoshirvan Sadigh, Asghar Asghari, Mehdi Fazlzadeh, Roohollah Rostami

Beauty salons are establishments that provide hair, face, and body treatments for consumers. In this research, type of bacteriological pollution and the associated bacteriological human health risks were evaluated using Monte Carlo Simulation. A cross-sectional study design was carried out in 50 randomly selected beauty salons in Ardabil, during April-June, 2022. Pseudomonas (74 ± 42 CFU/m3) was found frequently in almost all (98%) of the salons. Staphylococcus (9 ± 25 CFU/m3) and Escherichia coli (5 ± 13 CFU/m3) were found in 20%, and Acinetobacter (2 ± 7 CFU/m3) was found in 10% of the salons. Salons with makeup and hair dressing had higher concentrations of Staphylococcus. The concentrations of bacteria fairly decreased with relative humidity and increased with the temperature. Furthermore, higher concentrations of the bioaerosols were observed in larger salons and more crowded salons. There was no significant correlation between the type of heating system, building material of the walls, type of ventilation system, as well as bride’s makeup in the salons with concentration of the bioaerosols. The average annual infection risk of Escherichia coli 7.27 (10− 4) per person per year (pppy), which was higher than the acceptable limit (10–4 pppy) suggested by WHO. The results of health risk were above the safe limit of EPA and WHO, indicating possible adverse effects to exposed individuals.

美容院是为消费者提供头发、面部和身体护理的机构。在这项研究中,使用蒙特卡洛模拟法对细菌污染类型和相关细菌对人体健康的危害进行了评估。2022 年 4 月至 6 月期间,在阿尔达比勒随机选择了 50 家美容院进行了横断面研究设计。几乎所有美容院(98%)都经常发现假单胞菌(74 ± 42 CFU/m3)。20%的美容院中发现了葡萄球菌(9 ± 25 CFU/m3)和大肠杆菌(5 ± 13 CFU/m3),10%的美容院中发现了醋杆菌(2 ± 7 CFU/m3)。化妆和理发沙龙的葡萄球菌浓度较高。细菌浓度随相对湿度的增加而降低,随温度的升高而增加。此外,在较大的发廊和较拥挤的发廊中观察到的生物气溶胶浓度较高。供暖系统的类型、墙壁的建筑材料、通风系统的类型以及沙龙中新娘的妆容与生物气溶胶的浓度之间没有明显的相关性。大肠杆菌的年平均感染风险为每人每年 7.27(10- 4)个(ppy),高于世界卫生组织建议的可接受限值(10-4 pppy)。健康风险结果高于环保局和世卫组织的安全限值,表明可能会对接触者造成不良影响。
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引用次数: 0
Biomonitoring of metals in the blood and urine of waste recyclers from exposure to airborne fine particulate matter (PM2.5) 对接触空气中细颗粒物(PM2.5)的废物回收人员血液和尿液中的金属进行生物监测
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-21 DOI: 10.1007/s40201-024-00924-y
Safiye Ghobakhloo, Amir Hossein Khoshakhlagh, Gholam Reza Mostafaii, Lars Carlsen

This is the first systematic investigation of occupational exposure to toxic metals among waste recyclers in municipal waste recycling facilities. Concentrations of heavy metals (HMs) in the blood and urine of exposed recyclers in different jobs were compared to control groups (administrative department), identifying possible work-related and socio-demographic exposure factors. The potential relationship between HMs levels in PM2.5 and HM concentrations in the blood and urine of recyclers was studied for ten elements. Mean concentrations of HMs of recyclers were significantly higher than for the control group. Over 50% of the waste recyclers had HM levels higher than the recommended limits. The study revealed that most of the waste recyclers engaged in a minimum of three tasks, posing a challenge in establishing a correlation between specific tasks and the levels of elements monitored through biomonitoring. Co levels in blood and Fe levels in the urine of waste recyclers have a significant relationship with the increase in daily working hours. Among the variables related to the participant’s demographic information, the level of education and monthly income were significantly different compared to the control group. Also, a significant correlation was found between HM levels in PM2.5 personal exposure and recyclers’ urine and blood. Management controls include workflow or, in other words, alternate relocation of workers exposed to severe risks. Engineering controls such as ventilation systems, applying appropriate personal protective equipment (PPE), and risk management methods are the implementation cases to reduce exposure.

Graphical abstract

这是首次对城市废物回收设施中的废物回收人员接触有毒金属的情况进行系统调查。研究人员将从事不同工作的回收人员血液和尿液中的重金属(HMs)浓度与对照组(行政部门)进行了比较,确定了可能与工作和社会人口学因素有关的暴露因素。研究了 PM2.5 中的 HMs 含量与回收工人血液和尿液中十种元素的 HMs 浓度之间的潜在关系。回收人员的 HMs 平均浓度明显高于对照组。超过 50% 的废物回收者的 HM 含量高于建议限值。研究显示,大多数废物回收人员至少从事三项工作,这给建立特定工作与生物监测所监测元素水平之间的相关性带来了挑战。废物回收人员血液中的钴含量和尿液中的铁含量与每天工作时间的增加有显著关系。在与参与者人口统计学信息相关的变量中,教育水平和月收入与对照组相比有显著差异。此外,PM2.5 个人暴露中的 HM 水平与回收人员的尿液和血液之间也存在明显的相关性。管理控制包括工作流程,或者换句话说,对暴露在严重风险下的工人进行交替搬迁。通风系统等工程控制、应用适当的个人防护设备(PPE)和风险管理方法是减少接触的实施案例。
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引用次数: 0
Association between particulate matter exposure and acute ischemic stroke admissions in less-polluted areas: a time-series study using a distributed lag nonlinear model 污染较少地区颗粒物暴露与急性缺血性中风入院率之间的关系:利用分布式滞后非线性模型进行的时间序列研究
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-19 DOI: 10.1007/s40201-024-00926-w
Xiaoxiao Song, Xiaolan Huang, Jinling Li, Liming Lu, Rui Qin, Miaomiao Xu, Li Su, Lian Gu

Purpose

China has experienced a heavy public health burden due to the increasing incidence of ischemic stroke (IS). Few studies have evaluated the relationship between particulate matter (PM) exposure and acute ischemic stroke (AIS) in relatively less-polluted areas, and the results have been inconsistent. As a result, this study aimed to investigate and evaluate the association between PM exposure and hospitalizations for AIS in an area with less air pollution.

Methods

Through collecting daily AIS hospitalizations, air pollution data and meteorological data from July 1, 2017 to June 30, 2020 in Nanning, this paper explored the association between short-term exposure to PM (PM2.5, PM10 and PMc) and daily hospital admissions for AIS using a distributed lag non-linear model based on time-series. To further identify the susceptible populations, stratified analyses were performed by age and gender.

Results

During the study period, a total of 2382 patients were admitted to hospital with AIS, with the ratio of male to female reached 2.03: 1. No statistical association was found between PM exposure and AIS admissions in the total population. Subgroup analysis showed that PM2.5, PM10 and PMc exposures were significantly associated with AIS admissions in male at lag29-lag30, lag27-lag30 and lag25-lag27, respectively. In addition, PMc exposure was also relevant to admissions for AIS with aged < 65 years at lag18-lag23.

Conclusions

Short-term exposure to ambient PM was not associated with hospital admissions for AIS in the general population, but males and young adults (aged < 65 years) were more susceptible to PM exposure. Even in areas with relatively low air pollution, appropriate measures should be adopted to intervene in the adverse effects of air pollution on vulnerable populations.

目的 由于缺血性脑卒中(IS)发病率不断上升,中国承受着沉重的公共卫生负担。在污染相对较轻的地区,很少有研究评估颗粒物(PM)暴露与急性缺血性脑卒中(AIS)之间的关系,而且结果也不一致。方法本文通过收集南宁市2017年7月1日至2020年6月30日的每日AIS住院病例、空气污染数据和气象数据,采用基于时间序列的分布滞后非线性模型,探讨了可吸入颗粒物(PM2.5、PM10和PMc)短期暴露与每日AIS住院病例之间的关系。为了进一步确定易感人群,研究人员按年龄和性别进行了分层分析。结果在研究期间,共有 2382 名 AIS 患者入院治疗,男女比例达到 2.03:1。在总人口中,未发现PM暴露与AIS入院之间存在统计学关联。亚组分析显示,PM2.5、PM10和PMc暴露量分别在滞后29-滞后30、滞后27-滞后30和滞后25-滞后27时与男性AIS入院率显著相关。结论在一般人群中,短期暴露于环境可吸入颗粒物与因可吸入颗粒物而入院的人数无关,但男性和年轻成年人(65 岁以上)更容易受到可吸入颗粒物的影响。即使在空气污染相对较轻的地区,也应采取适当措施干预空气污染对弱势群体的不利影响。
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引用次数: 0
Assessing health risks of polycyclic aromatic hydrocarbons (PAHs) in cooked fish using monte carlo simulation: a global review and meta-analysis 利用蒙特卡罗模拟评估熟鱼中多环芳烃(PAHs)的健康风险:全球综述和荟萃分析。
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-05 DOI: 10.1007/s40201-024-00922-0
Fathollah Gholami-Borujeni, Roghayeh Abedi Sarvestani, Fatemeh Mortezazadeh, Anoushiravan Mohseni-Bandpei, Fatemeh Nejatzadeh, Hadi Niknejad

Cooking food at high temperatures can lead to the formation of harmful chemical compounds called polycyclic aromatic hydrocarbons (PAHs). The purpose of this study was to conduct a systematic review and meta-analysis to evaluate the concentrations of 16 PAHs in cooked fish using roasting, barbecuing, or grilling techniques. The Monte Carlo simulation method was employed to accurately assess and quantify the uncertainties associated with risk estimation. This study compiled data on PAH levels in cooked fish using gas or charcoal from 57 original published articles in the PubMed, Science Direct, Scopus, Google Scholar, and Web of Science databases between January 1, 2010 to December 30, 2023. The investigation showed that 55.1% of cooked fish was made by grilling, 35.1% by barbecuing, and 9.8% by roasting. Based on the 95th percentile Hazard Quotient (HQ) from fish consumption, the ranking of 8 PAHs was as follows: Benzo[a]pyrene (BaP = 14.10) > Pyrene (Pyr = 0.29) > Fluorene (Flu = 0.23) > Naphthalene (Nap = 0.22) > Fluoranthene (Flrt = 0.12) > Acenaphthene (Ace = 0.11) > Acenaphthylene (Acy = 0.04) > Anthracene (Anth = 0.02). However, the non-carcinogenic risk ratio for other PAH compounds in fish consumption, excluding BaP, was found to be less than one (HQ < 1). The 95th percentile lifetime excess cancer risk (LTCR) values for 8 PAH compounds (BaP (4.35E− 9) > Anth (6.10E− 11) > Flrt (9.35E− 12) > Pyr (7.04E− 12) > Ace (6.56E− 12) > Flu (4.97E− 12) > Nap (4.39E− 12) > Acy (2.57E− 12)) from fish consumption were negligible and can be disregarded (LTCR < 10− 6). Based on the analysis of the findings, it can be concluded that the consumption of cooked fish using various methods worldwide does not present a carcinogenic risk linked to PAHs.

高温烹饪食物会形成有害的化学物质,即多环芳烃(PAHs)。本研究的目的是进行系统回顾和荟萃分析,以评估采用烤、烧烤或烧烤技术烹制的鱼类中 16 种多环芳烃的浓度。采用蒙特卡罗模拟法来准确评估和量化与风险评估相关的不确定性。本研究汇编了 2010 年 1 月 1 日至 2023 年 12 月 30 日期间在 PubMed、Science Direct、Scopus、Google Scholar 和 Web of Science 数据库中发表的 57 篇原创文章中有关使用煤气或木炭烹制鱼类中多环芳烃含量的数据。调查显示,55.1% 的熟鱼是通过烧烤制作的,35.1% 是通过烧烤制作的,9.8% 是通过烤制制作的。根据食用鱼类的危害商数(HQ)第 95 百分位数,8 种 PAHs 的排名如下:苯并[a]芘(BaP = 14.10)> 芘(Pyr = 0.29)> 芴(Flu = 0.23)> 萘(Nap = 0.22)> 萤蒽(Flrt = 0.12)> 苊(Ace = 0.11)> 苊烯(Acy = 0.04)> 蒽(Anth = 0.02)。然而,研究发现,除 BaP 外,食用鱼类中其他 PAH 化合物的非致癌风险比小于 1(HQ - 9)> Anth(6.10E- 11)> Flrt(9.35E- 12) > Pyr (7.04E- 12) > Ace (6.56E- 12) > Flu (4.97E- 12) > Nap (4.39E- 12) > Acy (2.57E- 12)),可以忽略不计(LTCR - 6)。根据对研究结果的分析,可以得出结论,在全球范围内食用各种方法烹制的鱼类不会产生与多环芳烃有关的致癌风险。
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引用次数: 0
Correction: Comprehensive systematic review and meta-analysis of microplastic prevalence and abundance in freshwater fish species: the effect of fish species habitat, feeding behavior, and Fulton’s condition factor 更正:淡水鱼类中微塑料流行率和丰度的全面系统回顾和荟萃分析:鱼类栖息地、摄食行为和富尔顿条件因子的影响。
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-05 DOI: 10.1007/s40201-024-00923-z
Ramin Nabizadeh Nodehi, Mahdi Hadi, Ahmad Hosseinzadeh, Nahid Azizi
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引用次数: 0
Microplastic predictive modelling with the integration of Artificial Neural Networks and Hidden Markov Models (ANN-HMM) 结合人工神经网络和隐马尔可夫模型(ANN-HMM)建立微塑料预测模型。
IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-23 DOI: 10.1007/s40201-024-00920-2
Isaac Sajan R, Manchu M, Felsy C, Joselin Kavitha M

Microplastic pollution poses a significant threat to our environment, necessitating effective predictive modelling approaches for better management and mitigation. In this study, we introduce a pioneering methodology that fuses the power of Artificial Neural Networks (ANN) and Hidden Markov Models (HMM) for microplastic predictive modelling. Leveraging a comprehensive dataset, our integrated model exhibits exceptional performance, with an Accuracy of 0.96, Precision of 0.96, Recall of 0.97, and an F1 Score of 0.96. The achieved Accuracy underscores the model’s proficiency in distinguishing microplastic and non-microplastic entities, promising robust and reliable predictions. Precision, as a measure of correct positive identifications, demonstrates our model's effectiveness in minimizing false positives, a crucial aspect for environmental monitoring. Moreover, the perfect Recall score signifies the model's ability to detect all relevant microplastic instances, addressing concerns about false negatives. The F1 Score encapsulates this dual proficiency, showcasing a harmonious trade-off between precision and recall. Our research not only advances the field of microplastic prediction but also highlights the potential of synergizing ANN and HMM methodologies for comprehensive environmental assessments. The reported performance metrics underscore the practical applicability of our approach, offering a valuable tool for tackling the pervasive issue of microplastic pollution and fostering proactive environmental stewardship.

微塑料污染对我们的环境构成了严重威胁,因此有必要采用有效的预测建模方法来更好地管理和缓解污染。在本研究中,我们介绍了一种开创性的方法,它融合了人工神经网络(ANN)和隐马尔可夫模型(HMM)的力量,用于微塑料预测建模。利用综合数据集,我们的集成模型表现出卓越的性能,准确率为 0.96,精确率为 0.96,召回率为 0.97,F1 分数为 0.96。所达到的准确度突出表明了该模型在区分微塑料和非微塑料实体方面的熟练程度,从而保证了预测的稳健性和可靠性。精确度是对正确的正面识别的衡量标准,它表明我们的模型能有效地减少误报,这对环境监测来说是至关重要的。此外,完美的 Recall 分数表明模型有能力检测到所有相关的微塑料实例,从而解决了假阴性的问题。F1 分数概括了这种双重能力,展示了精确度和召回率之间的和谐权衡。我们的研究不仅推动了微塑料预测领域的发展,还凸显了将 ANN 和 HMM 方法协同用于综合环境评估的潜力。所报告的性能指标强调了我们方法的实际适用性,为解决普遍存在的微塑料污染问题和促进积极的环境管理提供了宝贵的工具。
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引用次数: 0
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Journal of Environmental Health Science and Engineering
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