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Response Surface Methodology (RSM) modelling for the photocatalytic optimization study of benzophenone removal using CuWO4/NiO nanocomposite 响应面法模拟CuWO4/NiO纳米复合材料光催化去除二苯甲酮的优化研究
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-02-10 DOI: 10.1007/s40201-023-00852-3
Chethan Rajesh, Rakshitha Rajashekara, Pallavi Nagaraju

Emerging contaminants are posing a new water quality challenge, worldwide. The majority of pharmaceutical and personal care products used by us have been regarded as emerging contaminants. Benzophenone is one such chemical found in personal care products, specially in sunscreen creams as an UV-filter. Copper tungstate/nickel oxide (CuWO4/NiO) nanocomposite with visible (LED) light irradiation has been investigated in degradation of benzophenone, in the present study. The co-precipitation approach was used to produce the aforementioned nanocomposite. XRD, FTIR, FESEM, EDX, Zeta potential, and UV–Vis spectroscopy illustrated the structure, morphology, and other catalytic features. Response surface methodology (RSM) was used to optimize and simulate the photodegradation of benzophenone. Herein, catalyst dose, pH, initial pollutant concentration, and contact time were considered as the independent factor in the design of experiment (DoE) using RSM with percentage degradation as the dependent factor or as a response. The CuWO4/NiO nanocomposite demonstrated high photocatalytic performance of 91.93% at pH = 11 with a pollutant concentration of 0.5 mg/L and a catalyst dose of 5 mg within 8 h under ideal circumstances. The RSM model was determined to be the most convincible with an R2 value of 0.99 and a probability value (P-value) of 0.0033, respectively, with a agreeable projected and actual values. As a result, it is envisioned that this study may provide new avenue for developing a strategy to target such emerging contaminants.

在世界范围内,新出现的污染物对水质构成了新的挑战。我们使用的大多数药品和个人护理产品都被视为新兴污染物。二苯甲酮就是在个人护理产品中发现的一种化学物质,特别是在防晒霜中作为紫外线过滤器。研究了可见光(LED)照射下钨酸铜/氧化镍(CuWO4/NiO)纳米复合材料对二苯甲酮的降解作用。采用共沉淀法制备了上述纳米复合材料。XRD, FTIR, FESEM, EDX, Zeta电位和UV-Vis光谱显示了结构,形态和其他催化特征。采用响应面法(RSM)对二苯甲酮的光降解进行了优化模拟。在实验设计(DoE)中,催化剂剂量、pH、初始污染物浓度和接触时间被认为是独立因素,RSM以降解百分比作为依赖因素或响应。理想情况下,当pH = 11,污染物浓度为0.5 mg/L,催化剂用量为5 mg, 8 h内CuWO4/NiO纳米复合材料的光催化性能为91.93%。RSM模型最可信,R2值为0.99,概率值(p值)为0.0033,预测值和实际值一致。因此,预计本研究可能为制定针对这些新出现的污染物的策略提供新的途径。
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引用次数: 1
Antimicrobial, antioxidant, cytotoxicity and photocatalytic performance of Co doped ZnO nanoparticles biosynthesized using Annona Muricata leaf extract 番荔枝叶提取物生物合成的Co掺杂ZnO纳米颗粒的抗菌、抗氧化、细胞毒性和光催化性能
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-02-03 DOI: 10.1007/s40201-023-00851-4
P. S. Vindhya, Sandhya Suresh, R. Kunjikannan, V. T. Kavitha

In the present study, ZnO nanoparticles doped with 3%, 5% and 7% of cobalt have been synthesized by green method using Annona muricata leaf extract. The obtained nanopowder was characterised by XRD, FTIR, XPS, HRTEM, SAED, SEM, EDAX and UV–Visible spectroscopy techniques. XRD patterns confirm the formation of pure and Co doped ZnO nanoparticles with a hexagonal wurtzite structure with high phase purity. FTIR spectra indicate the stretching vibration of Zn–O at 495 cm−1. The incorporation of Co2+ ions into the ZnO lattice was identified by XPS analysis. EDX spectra confirm the existence of Co, Zn and O elements. The SEM and HRTEM micrographs show morphology of nanoparticles. The optical study specifies a decrease in energy band gap with an increase in Co-doping concentration. The photocatalytic performance of ZnO and Zn0.93Co0.07O has been examined for the degradation of methylene blue (MB) under sunlight irradiation. The antimicrobial activity of synthesized nanoparticles against s.aureus, p.aeruginosa, b.subtilis bacterial strains c.albicans and a.niger fungal strains as investigated. The Zn0.93Co0.07O nanoparticles exhibit good antioxidant properties. Moreover, the cytotoxicity of ZnO nanoparticles was evaluated against L929 normal fibroblast cells. So, this work suggests that Annona muricata leaf extract mediated pure and Co-doped ZnO nanoparticles are a potential candidate for biomedical and photocatalytic applications.

本研究以番荔枝叶提取物为原料,采用绿色法合成了钴含量分别为3%、5%和7%的ZnO纳米颗粒。采用XRD、FTIR、XPS、HRTEM、SAED、SEM、EDAX和uv -可见光谱技术对所制得的纳米粉体进行了表征。XRD谱图证实了纯ZnO和Co掺杂ZnO纳米颗粒的形成,具有高相纯度的六方纤锌矿结构。FTIR光谱显示Zn-O在495 cm−1处的拉伸振动。通过XPS分析确定了Co2+离子在ZnO晶格中的掺入。EDX光谱证实了Co、Zn和O元素的存在。SEM和HRTEM显微图显示了纳米颗粒的形貌。光学研究表明,随着共掺杂浓度的增加,能带隙减小。研究了ZnO和zn0.93 co0.070 o在日光照射下降解亚甲基蓝(MB)的光催化性能。研究了合成的纳米颗粒对金黄色葡萄球菌、铜绿假单胞菌、枯草芽孢杆菌、白色念珠菌和黑霉菌的抑菌活性。zn0.93 co0.070纳米颗粒具有良好的抗氧化性能。此外,还研究了ZnO纳米颗粒对L929正常成纤维细胞的细胞毒性。因此,本研究表明,番荔枝叶提取物介导的纯氧化锌纳米颗粒和光催化应用具有潜在的潜力。
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引用次数: 6
Correction to: Distribution and human health hazard appraisal with special reference to chromium in soils from Peenya industrial area, Bengaluru City, South India 更正:印度南部班加罗尔市Peenya工业区土壤中铬的分布和人类健康危害评价
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-01-29 DOI: 10.1007/s40201-023-00848-z
Gunnam Venkata Ratnalu, Ratnakar Dhakate, Shekhar More
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引用次数: 0
Safer school with near-UV technology: novel applications for environmental hygiene 更安全的学校与近紫外线技术:环境卫生的新应用
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-01-26 DOI: 10.1007/s40201-023-00850-5
G. Messina, R. Bosco, D. Amodeo, N. Nante, I. De Palma, C. Petri, G. Cevenini

Systems capable of disinfecting air and surfaces could reduce the risk of infectious diseases transmission. Aim: to evaluate the effectiveness of near-UV LED ceiling lamps, with a wavelength of 405 nm, in improving environmental hygiene. Between November and December 2020, we conducted an experimental study having a pre-post design in a kindergarten room in Siena where 4 ceiling lamps with 405 nm LED technology were installed. Twice per day, sampling was performed before (T0) and after treatment with near-UV (T1). We used between 8 and 12 pairs of contact plates to sample at various random spots each day. Air samplings were also performed. The plates were incubated at 22 and 36 °C. Significance was set at 95% (p < 0.05). The mean level of Colony Forming Unit (CFU) at T(0) was 249 (95% CI 193.1 – 305.0) at 36 °C and 535.2 (374.3 – 696.1) at 22 °C. The reduction was significant at T(1): by 65% at 36 °C and, 72% at 22 °C. Also, for air contamination: 95.3% (98.4—92.3). A dose threshold of about 5 J/cm2 was identified to have an 80% CFU abatement and remains nearly constant. The advantage of being able to use this technology in the presence of people is very important in the context of controlling environmental contamination.

Graphical abstract

能够对空气和表面进行消毒的系统可以减少传染病传播的风险。目的:评价波长为405nm的近紫外LED吸顶灯在改善环境卫生方面的效果。在2020年11月至12月期间,我们在锡耶纳的一所幼儿园教室进行了一项实验研究,其中安装了4盏405nm LED技术的吸顶灯。每天两次取样,取样前(T0)和后用近紫外线(T1)处理。我们每天使用8到12对接触板在不同的随机点取样。还进行了空气采样。在22°C和36°C孵育。显著性为95% (p < 0.05)。36°C时菌落形成单位(CFU)的平均水平为249 (95% CI 193.1 - 305.0), 22°C时为535.2(374.3 - 696.1)。在T(1)时,减少显著:在36°C时减少65%,在22°C时减少72%。此外,空气污染:95.3%(98.4-92.3)。约5 J/cm2的剂量阈值可使CFU减少80%,且几乎保持不变。能够在人们在场的情况下使用这项技术的优势在控制环境污染方面非常重要。图形抽象
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引用次数: 1
Trace metal contamination status in soils of the abandoned gold mining district of Bindiba (East Cameroon): Pollution indices assessment, multivariate analysis and; geostatistical approach 喀麦隆东部Bindiba金矿废弃地土壤痕量金属污染现状:污染指数评价、多变量分析与分析地质统计学方法
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2023-01-23 DOI: 10.1007/s40201-023-00849-y
Martin Mozer Njayou, Mouhamed Ngounouno Ayiwouo, Ismaila Ngounouno

Abstract

In this study, contamination by trace metals (TMs) such as Cr, Ni, Cu, As, Pb and Sb in the soils of the Bindiba mining district was assessed. This study aims to reveal the current status of the soil quality of the abandoned gold mining district of Bindiba and provide a scientific basis for its future remediation and overall management. 89 soil samples were systematically collected and characterized in order to determine the concentration of TMs (Cr, Ni, Cu, As, Pb and Sb). To assess the degree of metallic contamination, pollution indices were employed. Both multivariate statistical analysis (MSA) and geostatistical modelling (GM) were used to identify the potential sources of TMs elements and to determine the values of the modified contamination degree (mCd), the Nemerow Pollution Index (NPI) and the potential ecological risk index (RI) at un-sampled points. The results of trace metals (TMEs) characterization showed that the concentration of Cr, Ni, Cu, As, Pb and Sb ranged from 22.15–442.44 mg/kg, 9.25–360.37 mg/kg, 1.28–320.86 mg/kg, 0–46.58 mg/kg, 0–53.27 mg/kg and 0–6.33 mg/kg, respectively. The mean concentration of Cr, Cu and Ni exceeds the continental geochemical background values. The Enrichment Factor (EF) assessment indicates two categories of enrichment: moderately to extremely enrichment for Cr, Ni, and Cu and deficiency to minimal enrichment of Pb, As and Sb. Multivariate statistical analysis shows weak linear correlations between the studied heavy metals and suggests that these metals could not come from the same origins. The geostatistical modelling based on the values of mCd, NI and RI suggests a potential high pollution risk existed in the study area. The mCd, NPI and RI interpolation maps showed that the Northern part of the gold mining district was characterized by a high degree of contamination, heavy pollution, and considerable ecological risk. The dispersion of TMs in soils could mainly be attributed to anthropogenic activities and natural phenomena (chemical weathering or erosion). Appropriate measures should be taken to manage and remediate the TMs pollution in this abandoned gold mining district in order to reduce its negative effects on the environment and health of the local population.

摘要本研究对Bindiba矿区土壤中Cr、Ni、Cu、as、Pb、Sb等微量金属的污染进行了评价。本研究旨在揭示滨地坝金矿废弃地土壤质量现状,为今后的修复和综合治理提供科学依据。对89个土壤样品进行了系统表征,测定了TMs (Cr、Ni、Cu、As、Pb和Sb)的浓度。采用污染指数评价金属污染程度。采用多变量统计分析(MSA)和地质统计建模(GM)方法,确定了未采样点的修正污染程度(mCd)、Nemerow污染指数(NPI)和潜在生态风险指数(RI)。微量金属(TMEs)表征结果表明,Cr、Ni、Cu、As、Pb和Sb的浓度范围分别为22.15 ~ 442.44 mg/kg、9.25 ~ 360.37 mg/kg、1.28 ~ 320.86 mg/kg、0 ~ 46.58 mg/kg、0 ~ 53.27 mg/kg和0 ~ 6.33 mg/kg。Cr、Cu和Ni的平均浓度超过大陆地球化学背景值。富集因子(EF)评价结果表明,该地区Cr、Ni、Cu的富集程度为中度至极富集,Pb、As、Sb的富集程度为微量富集。多元统计分析结果表明,各重金属之间存在弱线性相关性,表明这些重金属不可能来自同一来源。基于mCd、NI和RI值的地质统计模型表明,研究区存在潜在的高污染风险。mCd、NPI和RI插值图显示,金矿区北部污染程度高、污染重,生态风险较大。TMs在土壤中的分散主要归因于人为活动和自然现象(化学风化或侵蚀)。应采取适当措施,管理和补救这一废弃金矿区的TMs污染,以减少其对环境和当地居民健康的负面影响。
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引用次数: 1
As(III) removal from aqueous solutions using simultaneous oxidation and adsorption process by hierarchically magnetic flower-like Fe3O4@C-dot@MnO2 nanocomposite 分层磁性花状Fe3O4@C-dot@MnO2纳米复合材料同时氧化吸附法去除水溶液中的As(III)
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2022-12-29 DOI: 10.1007/s40201-022-00834-x
Uttam Kumar Sahu, Jinsong Chen, Hui Ma, Manoj Kumar Sahu, Sandip Mandal, Bo Lai, Shengyan Pu

Abstract

In the present study, a magnetic flower-like Fe3O4@C-dot@MnO2 nanocomposite was synthesized by hydrothermal method and applied for As(III) removal by oxidation and adsorption process. Individual property of the entire material (i.e. magnetic property of Fe3O4, mesoporous surface property of C-dot and oxidation property of MnO2) make the composite efficient with good adsorption capacity for As(III) adsorption. The Fe3O4@C-dot@MnO2 nanocomposite had a saturation magnetization of 26.37 emu/g and it magnetically separated within 40 s. The Fe3O4@C-dot@MnO2 nanocomposite was able to reduce the 0.5 mg/L concentration of As(III) to 0.001 mg/L in just 150 min at pH 3. Pseudo-second-order kinetic and Langmuir isotherm model agreed with experimental data. The uptake capacity of Fe3O4@C-dot@MnO2 nanocomposite was 42.68 mg/g. The anions like chloride, sulphate and nitrate did not show any effect on removal but carbonate and phosphate influenced the As(III) removal rate. Regeneration was studied with NaOH and NaClO solution and the adsorbent was used for repeated five cycles above 80% removal capacity. The XPS studies proposed that As(III) first oxidized to As(V) then adsorb on the composite surface. This study shows the potential applicability of Fe3O4@C-dot@MnO2 nanocomposite to high extent and gives a suitable path for the proficient removal of As(III) from wastewater.

摘要本研究采用水热法合成了一种磁性花状Fe3O4@C-dot@MnO2纳米复合材料,并将其应用于氧化吸附法去除As(III)。整体材料的个别性能(Fe3O4的磁性、c点的介孔表面性能和MnO2的氧化性能)使得复合材料对As(III)的吸附效率高,具有良好的吸附能力。Fe3O4@C-dot@MnO2纳米复合材料的饱和磁化强度为26.37 emu/g,可在40 s内实现磁分离。Fe3O4@C-dot@MnO2纳米复合材料能够在pH为3的情况下,在150分钟内将0.5 mg/L的As(III)浓度降低到0.001 mg/L。拟二阶动力学模型和Langmuir等温线模型与实验数据吻合。Fe3O4@C-dot@MnO2纳米复合材料的吸收率为42.68 mg/g。氯化物、硫酸盐和硝酸盐等阴离子对As(III)的去除率没有影响,而碳酸盐和磷酸盐对As(III)的去除率有影响。用NaOH和NaClO溶液进行再生研究,吸附剂反复使用5次,去除率在80%以上。XPS研究表明,As(III)首先氧化为As(V),然后吸附在复合材料表面。本研究表明Fe3O4@C-dot@MnO2纳米复合材料具有很高的潜在适用性,为高效去除废水中的As(III)提供了一条合适的途径。
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引用次数: 0
Biodegradation of petroleum wastewater for the production of bioelectricity using activated sludge biomass 利用活性污泥生物质对石油废水进行生物降解以生产生物电
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2022-12-26 DOI: 10.1007/s40201-022-00846-7
Anwar Ahmad, Alaya Said Senaidi, Amal S. Al-Rahbi, Salam K. Al-dawery

Objective

This research is based on the treatment of petroleum wastewater (PWW) with pretreated activated sludge for the production of electricity and removal of chemical oxygen demand (COD) using microbial fuel cell (MFC).

Methods

The application of the MFC system which uses activated sludge biomass (ASB) as a substrate resulted in the reduction of COD by 89.5% of the original value. It generated electricity equivalent to 8.18 mA/m2 which can be reused again. This would solve the majority of environmental crises which we are facing today.

Results

This study discusses the application of ASB to enhance the degradation of PWW for the production of a power density of 1012.95 mW/m2 when a voltage of 0.75 V (voltage) is applied at 30:70% of ASB when MFC is operated in a continuous mode. Microbial biomass growth was catalyzed using activated sludge biomass. The growth of microbes was observed by scanning through an electron microscope. Through oxidation in the MFC system, bioelectricity is generated which is used in the cathode chamber. Furthermore, the MFC operated using ASB in a ratio of 35 with the current density, which decreased to 494.76 mW/m2 at 10% ASB.

Application

Our experiments demonstrate that the efficiency of the MFC system can generate bioelectricity and treat petroleum wastewater by using activated sludge biomass.

目的利用微生物燃料电池(MFC)对预处理活性污泥处理石油废水(PWW)进行发电和去除化学需氧量(COD)的研究。方法采用以活性污泥生物质(ASB)为底物的MFC系统,使COD比原值降低89.5%。产生的电能相当于8.18 mA/m2,可重复利用。这将解决我们今天面临的大多数环境危机。本研究讨论了在MFC连续工作模式下,当施加0.75 V(电压)、30:70 ASB时,ASB增强PWW的降解,从而产生1012.95 mW/m2的功率密度。利用活性污泥生物质催化微生物生物量的生长。通过电子显微镜扫描观察微生物的生长情况。通过MFC系统中的氧化,产生生物电,并在阴极室中使用。此外,MFC使用ASB,电流密度为35,当ASB为10%时,电流密度降至494.76 mW/m2。实验表明,MFC系统可以高效地产生生物电,并利用活性污泥生物质处理石油废水。
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引用次数: 3
Model-based fractionation of biomass in a biological nutrient removal system and its effect on the removal efficiencies 生物营养物去除系统中基于模型的生物质分馏及其对去除效率的影响
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2022-12-26 DOI: 10.1007/s40201-022-00845-8
Neslihan Manav-Demir

Fractionation of active biomass in a five-stage Bardenpho process was accomplished using an MS Excel wastewater treatment plant modeling tool based on Activated Sludge Model No. 3 extended with a bio-P module. The biomass fractions within the treatment system were predicted as autotrophs, ordinary heterotrophs, and phosphorus accumulating organisms (PAOs). Several simulations were performed in a Bardenpho process using various C/N/P ratios in primary effluent. Biomass fractionation was obtained from steady-state simulation results. The results suggest that the mass percentage of autotrophs, heterotrophs, and PAOs in active biomass range from 1.7 to 7.8%, 5.7–69.0%, and 23.2–92.6%, respectively, depending on characteristics of primary effluent. Results of principal component analysis showed that TKN/COD ratio in primary effluent determines the population of autotrophs and ordinary heterotrophs whereas PAO population is mainly a function of TP/COD ratio.

利用MS Excel污水处理厂建模工具(基于3号活性污泥模型,扩展了生物磷模块),完成了五阶段Bardenpho工艺中活性生物质的分馏。预测处理系统内生物量组分为自养生物、普通异养生物和聚磷生物(PAOs)。在一次出水中使用不同的C/N/P比率对Bardenpho工艺进行了模拟。生物质分馏是由稳态模拟结果得到的。结果表明,根据一次出水特性的不同,活性生物量中自养、异养和PAOs的质量百分比分别为1.7 ~ 7.8%、5.7 ~ 69.0%和23.2 ~ 92.6%。主成分分析结果表明,一级出水TKN/COD比决定了自养和普通异养生物的数量,而PAO的数量主要是TP/COD比的函数。
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引用次数: 0
Prenatal blood lead levels and Birth Weight: a Meta-analysis study 产前血铅水平与出生体重:一项meta分析研究
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2022-12-26 DOI: 10.1007/s40201-022-00843-w
Mohsen Vigeh, Leyla Sahebi, Kazuhito Yokoyama

Purpose

Lead, a known toxic metal, causes several adverse reproductive effects, including low birth weight. Fortunately, the exposure level has sharply decreased during the recent decades, but a definitive safe level did not introduce for pregnant women yet. The current meta-analysis study aimed to conduct a quantitative estimation of maternal and umbilical cord blood lead effects on birth weight.

Methods

Two researchers have independently searched the scientific literature for retrieving related studies using the PRISMA criteria for data extraction. Twenty-one full-text articles were selected from primary 5006 titles, limited by the English language and published between 1991 and 2020 on humans.

Results

The pooled mean of maternal and umbilical cord blood lead levels were 6.85 µg/dL (95% CI: 3.36–10.34) and 5.41 µg/dL (95%CI: 3.43–7.40), respectively. The correlation coefficient analysis showed a significant inverse association between the mean maternal blood lead level and birth weight, which was confirmed by Fisher Z-Transformation analysis (-0.374, 95% CI: -0.382, -0.365, p < 0.01). In addition, a significantly lower birth weight (∆: 229 gr, p < 0.05) was found in the relatively high level of maternal blood lead than in low-level exposure (> 5 µg/dL vs. ≤ 5 µg/dL, respectively).

Conclusion

In short, the present study findings suggest an increasing maternal blood lead levels could be a potential risk factor for reducing birth weight. Thus, pregnant women should avoid lead exposure, as much as possible.

铅是一种已知的有毒金属,会对生殖造成一些不利影响,包括出生体重过低。幸运的是,近几十年来,暴露水平急剧下降,但还没有确定孕妇的安全水平。当前的荟萃分析研究旨在定量估计母体和脐带血铅对出生体重的影响。方法两名研究者独立检索科学文献,检索相关研究,采用PRISMA标准进行数据提取。从5006个主要标题中选择21篇全文文章,受英语语言限制,并在1991年至2020年间发表在人类身上。结果产妇血铅和脐带血铅的合并平均值分别为6.85µg/dL (95%CI: 3.36 ~ 10.34)和5.41µg/dL (95%CI: 3.43 ~ 7.40)。相关系数分析显示,产妇平均血铅水平与出生体重呈显著负相关,经Fisher Z-Transformation分析证实(-0.374,95% CI: -0.382, -0.365, p < 0.01)。此外,与低水平暴露(分别为5µg/dL和≤5µg/dL)相比,母亲血铅水平相对较高时的出生体重显著降低(∆:229 g, p < 0.05)。总之,目前的研究结果表明,母亲血铅水平升高可能是降低出生体重的潜在危险因素。因此,孕妇应尽量避免接触铅。
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引用次数: 0
Prediction models for groundwater quality parameters using a multiple linear regression (MLR): a case study of Kermanshah, Iran 基于多元线性回归(MLR)的地下水水质参数预测模型:以伊朗Kermanshah为例
IF 3.4 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2022-12-23 DOI: 10.1007/s40201-022-00836-9
Parisa Dargahi, Simin Nasseri, Mahdi Hadi, Ramin Nabizadeh Nodehi, Amir Hossein Mahvi

Groundwater is one of the major sources of exploitation in arid and semiarid regions. Spatial and temporal quality distribution is an important factor in groundwater management. Thus for protecting groundwater quality, data production on spatial and temporal distribution is essential. The present study has applied multiple linear regression (MLR) techniques to predict the fitness of groundwater quality in Kermanshah province, west of Iran. The parameters examined were Total dissolved solids (TDS), Total hardness (TH), Sodium adsorption ratio (SAR). the quality variables were modelled by MLR. Finally, the performance of the models was assessed using the coefficient of determination (R2). The relationship between parameters by MLR showed that TDS and water quality parameters in semi-deep wells and aquifers had a strong positive correlation (r = 0.94, r = 0.98) and there was a strong positive significant correlation between SAR and water quality parameters in deep wells and aquifers (r = 0.98, r = 0.99). Also, TH and water quality parameters in all water sources had a strong positive correlation (r = 1). The MLR model could serve as an alternative and cost-effective tool for groundwater quality prediction where there is limitation in laboratory facilities, trained expertise or time. Consequently, the usefulness of these linear regression equations in predicting the groundwater quality is an approach, which can be applied in any other locations.

地下水是干旱半干旱区的主要开发资源之一。水质时空分布是影响地下水管理的重要因素。因此,为了保护地下水的质量,制作时空分布的数据是必不可少的。本研究应用多元线性回归(MLR)技术对伊朗西部克尔曼沙赫省地下水水质适宜性进行了预测。测定的参数有:总溶解固形物(TDS)、总硬度(TH)、钠吸附比(SAR)。质量变量采用MLR建模。最后,使用决定系数(R2)评估模型的性能。MLR与各参数之间的关系表明,TDS与半深井和含水层水质参数呈强正相关(r = 0.94, r = 0.98), SAR与深井和含水层水质参数呈强正显著相关(r = 0.98, r = 0.99)。各水源的TH与水质参数呈较强的正相关关系(r = 1)。在实验室设施、训练有素的专业知识或时间有限的情况下,MLR模型可以作为地下水质量预测的一种替代和具有成本效益的工具。因此,这些线性回归方程在预测地下水质量方面的有效性是一种可以应用于任何其他地点的方法。
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引用次数: 0
期刊
Journal of Environmental Health Science and Engineering
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