microbial risk

微生物风险
  • 文章类型: Journal Article
    研究人类干扰(HD)对野生动物的抗生素抗性基因(ARGs)的生态风险是“一个健康”的重要方面。ARGs的最高风险水平反映在致病性抗生素抗性细菌(PARBs)中。利用宏基因组学技术分析了河流沉积物中PARB的特征。然后,对ARGs和毒力因子(VFs)的总贡献进行了评估,以确定PARBs对河流的健康风险.结果表明,HD增加了ARG组的多样性和总相对丰度,以及增加了PARB的种类,它们的总相对丰度,以及它们的ARGs和VFs基因数量。野生栖息地组(CK组)中PARB的总健康风险,农业集团(WA集团),放牧组(WG组),生活污水组(WS组)分别为0.067×10-3,-1.55×10-3,87.93×10-3和153.53×10-3。放牧和生活污水增加了PARB的健康风险。然而,农业并没有增加河流的总健康风险,但是农业也引入了新的致病机制,增加了耐药性的范围。更严重的是,在农业和放牧下,PARB中的ARG从河流转移到野生动物的风险增加。如果PARB中的ARG从HD下的河流转移到野生动物,那么野生动物可能面临获取新的致病机制和对抗生素产生耐药性的严峻挑战。进一步分析表明,总磷(TP)和溶解有机氮(DON)与ARGs的风险有关。因此,控制人类排放的TP和DON可以降低河流的健康风险。
    Studying the ecological risk of antibiotic resistance genes (ARGs) to wild animals from human disturbance (HD) is an important aspect of \"One Health\". The highest risk level of ARGs is reflected in pathogenic antibiotic-resistant bacteria (PARBs). Metagenomics was used to analyze the characteristics of PARBs in river sediments. Then, the total contribution of ARGs and virulence factors (VFs) were assessed to determine the health risk of PARBs to the rivers. Results showed that HD increased the diversity and total relative abundance of ARG groups, as well as increased the kinds of PARBs, their total relative abundance, and their gene numbers of ARGs and VFs. The total health risks of PARBs in wild habitat group (CK group), agriculture group (WA group), grazing group (WG group), and domestic sewage group (WS group) were 0.067 × 10-3, -1.55 × 10-3, 87.93 × 10-3, and 153.53 × 10-3, respectively. Grazing and domestic sewage increased the health risk of PARBs. However, agriculture did not increase the total health risk of the rivers, but agriculture also introduced new pathogenic mechanisms and increased the range of drug resistance. More serious was the increased transfer risk of ARGs in the PARBs from the rivers to wild animals under agriculture and grazing. If the ARGs in the PARBs are transferred from the rivers under HD to wild animals, then wild animals may face severe challenges of acquiring new pathogenic mechanisms and developing resistance to antibiotics. Further analysis showed that the total phosphorus (TP) and dissolved organic nitrogen (DON) were related to the risk of ARGs. Therefore, controlling human emissions of TP and DON could reduce the health risk of rivers.
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  • 文章类型: Journal Article
    一种新型的生物复合材料正在由废水中的纤维素纤维等水回收资源生产,方解石来自饮用水软化过程,水板上的草和芦苇。这些原材料可能被病原体和化学物质如大肠杆菌污染,重金属,和树脂化合物。本文提出了一种新的风险评估框架,在生产新型生物复合材料过程中解决人类健康风险。开发的框架由现有风险评估方法的组合组成,基于三个主要步骤:危害识别,定性风险映射,和定量风险评估。HAZOP和事件树分析方法用于危险识别和风险映射阶段。然后,使用定量化学风险评估对人类健康风险进行定量评估,评估癌症和非癌症风险,和定量微生物风险评估。为此,采用了确定性和随机性方法。原材料的污染可能会引起人类健康问题,导致癌症风险超过阈值。微生物风险也高于安全阈值。作为更好地评估生物复合材料生产中的微生物风险的未来研究,额外的分析将是重要的。该框架已有效用于化学和微生物风险评估。
    A new type of bio-composite material is being produced from water-recovered resources such as cellulose fibres from wastewater, calcite from the drinking water softening process, and grass and reed from waterboard sites. These raw materials may be contaminated with pathogens and chemicals such as Escherichia coli, heavy metals, and resin compounds. A novel risk assessment framework is proposed here, addressing human health risks during the production of new bio-composite materials. The developed framework consists of a combination of existing risk assessment methods and is based on three main steps: hazard identification, qualitative risk mapping, and quantitative risk assessment. The HAZOP and Event Tree Analysis methodologies were used for hazard identification and risk mapping stages. Then, human health risks were quantitatively assessed using quantitative chemical risk assessment, evaluating cancer and non-cancer risk, and quantitative microbial risk assessment. The deterministic and the stochastic approaches were performed for this purpose. The contamination of raw materials may pose human health concerns, resulting in cancer risk above the threshold. Microbial risk is also above the safety threshold. Additional analysis would be significant as future research to better assess the microbial risk in biocomposite production. The framework has been effectively used for chemical and microbial risk assessment.
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  • 文章类型: Journal Article
    饮用水中的全氟烷基物质(PFAS)和抗生素抗性基因(ARGs)是需要特别注意的环境问题。本研究的目的是了解PFASs对从水源水到自来水的微生物群落及其功能基因的影响。用质量标记内标法检测PFASs,并通过宏基因组学分析了微生物群落和功能基因。我们的结果表明,水中总PFASs的浓度范围为47.7至171.4ng/L,全氟丁酸(PFBA)和全氟辛酸(PFOA)是主要类型。PFASs浓度在几个月内从水源到自来水缓慢下降。PFBA,PFOA,全氟辛烷磺酸(PFOS)和全氟己酸(PFHxA)对双组分系统相关功能基因的影响,细菌分泌系统和细菌鞭毛组装,甲基杆菌,和Curvibacter,对macB和evgS有重要贡献。因此,在PFAS胁迫下,细菌群落通过上调一些功能基因来增强对波动环境的适应性,伴随ARGs表达的变化。此外,PFASs还促进了与人类疾病相关的功能基因的表达,如志贺氏菌病和肺结核,这增加了人类致病性的风险。实验结果还表明,饮用水中的PFOA和PFOS可以促进ARGs的增殖并引起微生物风险。因此,有必要采取措施防止饮用水中PFASs和ARGs引起的风险。
    Perfluoroalkyl substances (PFASs) and antibiotic resistance genes (ARGs) in drinking water are environmental issues that require special attention. The objective of this study was to know the effects of PFASs on microbial communities and their functional genes from source water to tap water. PFASs were detected by mass-labeled internal standards method, and the microbial communities and functional genes were analyzed by metagenomics. Our results indicated that the concentration of total PFASs in the water ranged from 47.7 to 171.4 ng/L, with perfluorobutanoic acid (PFBA) and perfluorooctanoic acid (PFOA) being the dominant types. The PFASs concentration decreased slowly from source to tap water in some months. PFBA, PFOA, perfluorooctane sulfonic acid (PFOS) and perfluorohexanoic acid (PFHxA) influenced the functional genes related to two-component system, bacterial secretion system and flagellar assembly of Aquabacterium, Methylobacterium, and Curvibacter, which contributed significantly to macB and evgS. Therefore, the bacterial communities enhanced adaptation to fluctuating environments by upregulating some functional genes under the PFASs stress, with concomitant changes in the expression of ARGs. Moreover, PFASs also promoted the expression of functional genes associated with human diseases, such as shigellosis and tuberculosis, which increased the risk of human pathogenicity. The bench scale experiment results also suggested that PFOA and PFOS in drinking water can promote the ARGs proliferation and induce microbial risk. Therefore, it is necessary to take measures to prevent the risks caused by PFASs and ARGs in drinking water.
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  • 文章类型: Journal Article
    淡水中细菌和病毒的存在代表了全球健康风险。微生物的巨大时空变化导致难以量化与它们在淡水中的存在相关的风险。细颗粒,包括细菌和病毒在内的细菌和病毒被运输和积累到浅层河床(即,底栖)沉积物,在基流条件下延迟下游传输,但在暴风流事件期间导致其重新悬浮和向下游传输。很少直接测量底栖沉积物中病原体的积累。直到现在,底栖沉积物作为微生物的储存和来源的动态作用,还没有量化。在这项研究中,我们分析了底栖沉积物中的微生物丰度,沿着间歇性地中海河流的1公里范围,从污水处理厂的废水中接收输入,溪流中已知的微生物点源。我们在夏季干旱期间采样了底栖沉积物,当时废水占水流的100%,因此,预计沿河床的病原体会大量积累和持续存在。我们测量了总细菌的丰度,大肠杆菌(作为粪便指示剂),以及肠轮状病毒(RoV)和诺如病毒(NoV)的存在。大量的大肠杆菌,基于qPCR检测,是高的(4.99*102gc/cm2)沿着废水排放输入的第一个100m下游,在一般减少与来源的距离,沿着研究范围存在RoV和NoV。应用了粒子跟踪模型,使用水流速度作为输入,并考虑到微生物交换,固定化,降解,并在基流和暴雨期间从底栖沉积物中再悬浮。在暴风流期间,底栖沉积物的交换率高出3个数量级,但是停留时间成比例地更低,导致在暴雨期间从上至下游的纵向连通性增加。模型模拟从机械上证明了进出底栖沉积物的交换速率如何导致底栖沉积物在基流期间充当储存物,并在暴雨中充当源。
    The presence of bacteria and viruses in freshwater represents a global health risk. The substantial spatial and temporal variability of microbes leads to difficulties in quantifying the risks associated with their presence in freshwater. Fine particles, including bacteria and viruses are transported and accumulated into shallow streambed (i.e., benthic) sediment, delaying the downstream transmission during baseflow conditions but contributing to their resuspension and transport downstream during stormflow events. Direct measurements of pathogen accumulation in benthic sediments are rare. Until now, the dynamic role of benthic sediment as both a store and source of microbes, has not been quantified. In this study, we analyze microbial abundance in benthic sediment along a 1 km reach of an intermittent Mediterranean stream receiving inputs from the effluent of a wastewater treatment plant, a known point source of microbes in streams. We sampled benthic sediment during a summer drought when the wastewater effluent constituted 100 % of the stream flow, and thus, large accumulation and persistence of pathogens along the streambed was expected. We measured the abundance of total bacteria, Escherichia coli (as a fecal indicator), and presence of enteric rotavirus (RoV) and norovirus (NoV). The abundance of E. coli, based on qPCR detection, was high (4.99∙102 gc /cm2) along the first 100 m downstream of the wastewater effluent input and in general decreased with distance from the source, with presence of RoV and NoV along the study reach. A particle tracking model was applied, that uses stream water velocity as an input, and accounts for microbial exchange into, immobilization, degradation, and resuspension out of benthic sediment during baseflow and stormflow. Rates of exchange into benthic sediment were 3 orders of magnitude higher during stormflow, but residence times were proportionately lower, resulting in increased longitudinal connectivity from up to downstream during stormflow. Model simulations demonstrated mechanistically how the rates of exchange into and out of the benthic sediment resulted in benthic sediment to act as a store during baseflow and a source during stormflow.
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  • 文章类型: Journal Article
    覆盖作物是在经济作物之前或之后播种以改善土壤健康的植物,降低杂草压力,防止侵蚀。覆盖作物还产生各种抗微生物次生代谢产物(即,芥子油苷,槲皮素),然而,很少研究覆盖作物在调节土壤中人类病原体种群中的作用。本研究旨在确定三种覆盖作物的抗菌能力,以减少通用大肠杆菌的种群(E。大肠杆菌)在受污染的农业土壤中。四周龄的芥菜(Brassicajocea),太阳大麻(角克罗利亚),和荞麦(苦参)被混合到高压灭菌的土壤中并接种利福平抗性的通用大肠杆菌以达到5logCFU/g的起始浓度。对第0、4、10、15、20、30和40天存活的微生物群体进行计数。与对照相比,所有三种覆盖作物均显着减少了普通大肠杆菌的种群(p<0.0001),特别是在第10天到第30天之间。荞麦导致最高的降低(3.92logCFU/g)。在含有芥菜和大麻的土壤中也观察到对微生物生长的抑制作用(p<0.0001)。这项研究为特定覆盖作物的抑菌和杀菌作用提供了证据。有必要对某些覆盖作物产生的次生代谢产物及其作为改善农产品安全性的生物缓解策略的潜力进行更多研究。
    Cover crops are plants seeded before or after cash crops to improve soil health, reduce weed pressure, and prevent erosion. Cover crops also produce various antimicrobial secondary metabolites (i.e., glucosinolates, quercetin), yet the role of cover crops in moderating the population of human pathogens in the soil has rarely been investigated. This study aims to determine the antimicrobial capacity of three cover crop species to reduce the population of generic Escherichia coli (E. coli) in contaminated agricultural soil. Four-week-old mustard greens (Brassicajuncea), sunn hemp (Crotalaria juncea), and buckwheat (Fagopyrum esculentum) were mixed into autoclaved soil and inoculated with rifampicin-resistant generic E. coli to achieve a starting concentration of 5 log CFU/g. The surviving microbial populations on days 0, 4, 10, 15, 20, 30, and 40 were enumerated. All three cover crops significantly reduced the population of generic E. coli compared to the control (p < 0.0001), particularly between days 10 and to 30. Buckwheat resulted in the highest reduction (3.92 log CFU/g). An inhibitory effect (p < 0.0001) on microbial growth was also observed in soils containing mustard greens and sunn hemp. This study provides evidence for the bacteriostatic and bactericidal effect of particular cover crops. More research regarding the secondary metabolites produced by certain cover crops and their potential as a bio mitigation strategy to improve on-farm produce safety is warranted.
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  • 文章类型: Journal Article
    二次供水系统(SWSS)被广泛用于向城市住宅中的高层家庭供水。在SWSS中注意到了一种特殊的双坦克模式,其中一个使用而另一个幸免,由于备用罐中的水停滞时间较长,这将促进微生物生长。关于此类SWSS中水样的微生物风险的研究有限。在这项研究中,由双罐组成的操作SWSS的输入水阀被人工关闭并按时打开。进行了单叠氮丙啶qPCR和高通量测序,以系统地研究水样中的微生物风险。关闭水箱进水阀后,更换备用水箱中的散装水可能需要几周的时间。与输入水中相比,备用罐中的余氯浓度在2-3天内降低了高达85%。备用和使用过的水箱水样中的微生物群落分别成簇。在备用罐中检测到高细菌16SrRNA基因丰度和病原体样序列。备用罐中的大多数抗生素抗性基因(11/15)显示其相对丰度增加。此外,当一个SWSS中的两个坦克都在使用时,用过的水箱水样的水质有不同程度的恶化。总的来说,使用双罐运行SWSS将降低一个储罐中水的更换率,使用所提供的SWSS服务的水龙头的消费者可能具有更高的微生物风险。
    Secondary water supply systems (SWSSs) are widely used to supply water to high-rise households in urban residential buildings. A special mode of double tanks with one used while another was spared was noted in SWSSs, which would facilitate microbial growth due to longer water stagnation in the spare tank. There are limited studies on the microbial risk of water samples in such SWSSs. In this study, the input water valves of the operational SWSSs consisting of double tanks were artificially closed and opened on time. Propidium monoazide-qPCR and high-throughput sequencing were performed to systematically investigate the microbial risks in water samples. After closing the tank input water valve, it may take several weeks to replace the bulk water in the spare tank. The residual chlorine concentration in the spare tank decreased by up to 85 % within 2-3 days compared with that in the input water. The microbial communities in the spare and used tank water samples clustered separately. High bacterial 16S rRNA gene abundance and pathogens-like sequences were detected in the spare tanks. Most antibiotic-resistant genes (11/15) in the spare tanks showed an increase in their relative abundance. Moreover, when both tanks within one SWSS were in use, the water quality of the used tank water samples deteriorated to varying degrees. Overall, running SWSSs with double tanks will reduce the replacement rate of water in one storage tank, and consumers who use taps served by the presented SWSSs may have a higher microbial risk.
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  • 文章类型: Journal Article
    游泳池采用氯化法,以确保微生物安全。贾第鞭毛虫在游泳池水中引起了人们的注意,致病性,和耐氯性。为了控制池水中贾第虫的浓度并降低微生物风险,消毒期间需要更高的氯剂量。不幸的是,这个过程会产生致癌的消毒副产品,增加化学品暴露的风险。因此,定量评估比较微生物与游泳池水中贾第鞭毛虫的氯化失活引起的化学暴露风险是一个需要关注的问题。我们模拟了室内游泳池消毒方案,该方案遵循了常见的现实消毒实践。采用定量微生物风险评估与化学暴露风险评估相结合,比较了贾第鞭毛虫微生物暴露风险(MER)和三卤甲烷化学暴露风险(CER)。结果表明,MER和CER引起的健康暴露风险降低了22%,从8:00的8.45E-5到19:00的6.60E-5。MER和CER均逐渐下降,在19:00分别降至3.26E-5和3.35E-5。然而,18:30后,CER超过MER,成为影响总暴露风险的主要因素。超过18小时标记,三卤甲烷CER的贡献远远超过了微生物灭活的风险厌恶,尽管MER下降,但导致总暴露风险净增加。游泳者可以考虑在19:00之后游泳,此时总的暴露风险最低。降低水温和/或pH被认为是最敏感的因素,以最大程度地降低整体健康暴露风险。
    Swimming pools adopt chlorination to ensure microbial safety. Giardia has attracted attention in swimming pool water because of its occurrence, pathogenicity, and chlorine resistance. To control Giardia concentrations in pool water and reduce the microbial risk, higher chlorine doses are required during disinfection. Unfortunately, this process produces carcinogenic disinfection byproducts that increase the risk of chemical exposure. Therefore, quantitatively evaluating the comparative microbial vs. chemical exposure risks that stem from chlorination inactivation of Giardia in swimming pool water is an issue that demands attention. We simulated an indoor swimming pool disinfection scenario that followed common real-world disinfection practices. A quantitative microbial risk assessment coupled with a chemical exposure risk assessment was employed to compare the Giardia microbial exposure risk (MER) and the trihalomethane chemical exposure risk (CER) to humans. The results demonstrated a 22% decrease in MER- and CER-induced health exposure risk, from 8.45E-5 at 8:00 to 6.60E-5 at 19:00. Both the MER and CER decreased gradually, dropping to 3.26E-5 and 3.35E-5 at 19:00, respectively. However, the CER exceeded the MER after 18:30 and became the dominant factor affecting the total exposure risk. Past the 18 hr mark, the contribution of trihalomethane CER far exceeded the risk aversion from microbial inactivation, leading to a net increase in total exposure risk despite the declining MER. Swimmers may consider swimming after 19:00, when the total exposure risk is the lowest. Lowering water temperature and/or pH were identified as the most sensitive factors to minimize the overall health exposure risk.
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  • 文章类型: Journal Article
    由于与食源性爆发有关,例如与冷冻玉米有关的单核细胞增生李斯特菌血清群IVb的多国爆发,冷冻蔬菜已成为人们关注的问题。单核细胞增生李斯特菌在食品加工环境中定殖的能力是众所周知的,使细菌成为消费者的真正问题。然而,加工环境在冷冻食品污染中的重要性还没有得到很好的证实。这项研究旨在确定冷冻加工厂中单核细胞增生李斯特菌的潜在污染生态位,并表征回收的分离株。在清洁活动之前监测冷冻蔬菜加工厂。共抽取78个点,包括冷冻蔬菜。环境样品属于食物接触表面(FCS);和非食物接触表面(n-FCS)。在FCS中发现了阳性的单核细胞增生李斯特菌样本(n=4),n-FCS(n=9),和最终产物(n=1)。全基因组测序(WGS)分析揭示了属于血清型1/2a-3a和1/2b-3b的两个簇)。遗传表征揭示了以前在食品工业中检测到的四种不同序列类型的存在。从最终产物获得的分离物与在n-FCS中发现的一种分离物相同。多毒力基因座序列分型(MVLST)分析显示了四种不同的毒力类型(VT)。获得的结果突出了n-FCS如地板和排水沟在将单核细胞增生李斯特菌污染扩散到最终产品中可以发挥的相关作用。
    Frozen vegetables have emerged as a concern due to their association with foodborne outbreaks such as the multi-country outbreak of Listeria monocytogenes serogroup IVb linked to frozen corn. The capacity of L. monocytogenes to colonize food-processing environments is well-known, making the bacteria a real problem for consumers. However, the significance of the processing environment in the contamination of frozen foods is not well established. This study aimed to identify potential contamination niches of L. monocytogenes in a frozen processing plant and characterize the recovered isolates. A frozen vegetable processing plant was monitored before cleaning activities. A total of 78 points were sampled, including frozen vegetables. Environmental samples belonged to food-contact surfaces (FCS); and non-food-contact surfaces (n-FCS). Positive L. monocytogenes samples were found in FCS (n = 4), n-FCS (n = 9), and the final product (n = 1). A whole-genome sequencing (WGS) analysis revealed two clusters belonging to serotypes 1/2a-3a and 1/2b-3b). The genetic characterization revealed the presence of four different sequence types previously detected in the food industry. The isolate obtained from the final product was the same as one isolate found in n-FCS. A multi-virulence-locus sequence typing (MVLST) analysis showed four different virulence types (VT). The results obtained highlight the relevant role that n-FCS such as floors and drains can play in spreading L. monocytogenes contamination to the final product.
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  • 文章类型: Journal Article
    食品安全是食品行业利益相关者不断面临的挑战。为了控制微生物污染的可能性,食品安全管理体系必须健全,包括食品和环境测试。环境监测计划(EMP)在过去十年中已经出现,旨在验证清洁卫生程序和其他环境病原体控制计划。由于最近发生食源性疫情,监测生产环境的必要性变得显而易见。然而,环境监测的界限不仅限于病原体的管理,还延伸到腐败和卫生指标,微生物,过敏原,和其他卫生监测。生产环境中的表面可能是污染源,要么通过无效的清洁和消毒程序,要么通过生产过程中流动或操作人员的污染。本研究分析了37个法国农业食品工业的当前做法(小型,中等,或大),报告他们的EMP目标,微生物靶标,类型,采样的数量和频率,结果分析,以及纠正措施的类型。
    Food safety is a constant challenge for stakeholders in the food industry. To manage the likelihood of microbiological contamination, food safety management systems must be robust, including food and environmental testing. Environmental monitoring programs (EMP) have emerged this last decade aiming to validate cleaning-sanitation procedures and other environmental pathogen control programs. The need to monitor production environments has become evident because of recent foodborne outbreaks. However, the boundaries of environmental monitoring are not only limited to the management of pathogens but also extend to spoilage and hygiene indicators, microorganisms, allergens, and other hygiene monitoring. Surfaces in production environments can be a source of contamination, either through ineffective cleaning and disinfection procedures or through contamination during production by flows or operators. This study analyses the current practices of 37 French agri-food industries (small, medium, or large), reporting their objectives for EMPs, microbial targets, types, numbers and frequency of sampling, analysis of results, and types of corrective actions.
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  • 文章类型: Journal Article
    使用激发-发射矩阵荧光光谱(EEM)和平行因子分析(PARAFAC)模型表征了雅鲁藏布江水中的荧光溶解有机物(fDOM)。EEM和PARAFAC模型确定了五个荧光团(峰A,C,M,T,Tuv)和四个fDOM组件(两个幽默-,色氨酸-,和酪氨酸样)在雅鲁藏布江水中。DOC在0.8至3.9mg/L之间变化,并且随着fDOM成分的强度,季风前和季风中的浓度高于季风后。较高的生物需氧量(BOD)和化学需氧量(COD)证实了孟加拉国雅鲁藏布江中存在大量有机污染物。与季风后相比,季风和季风前的阳离子和阴离子浓度相对较低。Mg2+,Na+,和HCO3-离子占主导地位;集水区以碳酸盐矿物为主;Na和SO42-离子的丰度描述了雅鲁藏布江中罕见的溶解现象。光学指数描述了fDOM组分的芳香性较低,具有低分子量和低分子量,陆地和生物衍生,并在很大程度上受到微生物分解的影响。雅鲁藏布江河水在季风前和季风中的微生物风险高于当年季风后。使用DOM的PARAFAC分量矩阵开发了基于理想解决方案相似度(TOPSIS)方法的熵和偏好顺序技术(WQI)。由于当地水文气候的变化,新衍生的WQI显示出雅鲁藏布江水质的季节性变化。
    Fluorescent dissolved organic matter (fDOM) in the Brahmaputra River water was characterized using excitation-emission matrix fluorescence spectroscopy (EEM) and parallel factor analysis (PARAFAC) model. EEM and PARAFAC model identified five fluorophores (Peak A, C, M, T, Tuv) and four fDOM components (two humic-, tryptophan-, and tyrosine-like) in the Brahmaputra River water. DOC varied between 0.8 and 3.9 mg/L and along with the intensities of the fDOM components showed higher concentration in the pre-monsoon and monsoon than post-monsoon. Higher biological oxygen demand (BOD) and chemical oxygen demand (COD) confirmed the presence of a high amount of organic pollutants in the Brahmaputra River of Bangladesh. Cations and anions concentrations were comparatively lower in the monsoon and pre-monsoon compared to post-monsoon. Mg2+, Na+, and HCO3- ions were predominant; catchments were carbonate mineral-dominated; and the abundance of Na+ and SO42- ions described the presence of uncommon dissolution in the Brahmaputra River. Optical indices described that fDOM components were less aromatic, had low molecular size and weight, terrestrial and biological derived, and were largely affected by microbial decomposition. The Brahmaputra River water was in the higher microbial risk at the pre-monsoon and monsoon than the post-monsoon of the year. Entropy and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) methods based water quality index (WQI) was developed using PARAFAC components matrix of DOM. Newly derived WQI showed high seasonal variability of water quality in the Brahmaputra River due to the changes in local hydro-climate.
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