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Kinetics and simulation of biodiesel production using a geopolymer heterogenous catalyst. 使用土工聚合物异质催化剂生产生物柴油的动力学和模拟。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-26 DOI: 10.1080/10934529.2024.2429953
Pascal Mwenge, Bulanga Djemima, Simphiwe Zwane, Salvation Muthubi, Hilary Rutto, Tumisang Seodigeng

This work aims to develop a comprehensive kinetic and simulation study of biodiesel production using waste cooking oil (WCO) catalyzed by blast furnace slag geopolymer (BFSG) as a heterogeneous catalyst. The kinetic investigation was established following the pseudo-first and second-order model using three reaction parameters, namely, the reaction temperature (40-60 °C), reaction time (4-8 h) and catalyst ratio (6-14 wt.%), while maintaining a constant methanol-to-oil composition of 40 wt.%. The geopolymer-catalyzed transesterification process was simulated using ChemCAD version 8.1.0, which incorporates the four major triglycerides (triolein, tripalmitin, tristearin and triolein) of WCO. The results of the transesterification reaction of WCO in a kinetic plug flow reactor (PFR) demonstrated a good fit of the data, with an R2 above 0.96 in both cases. The pseudo-first-order (PFO) model revealed a more favorable reaction pathway, with an activation energy of 58.876 kJ.mol-1, as opposed to the value of 131.369 kJ.mol-1 obtained from the pseudo-second-order (PSO) analysis. The catalytic activity of BFSG yielded a maximum conversion of 99.18% at a 12 wt.% catalyst ratio. The study results demonstrated the effectiveness of the transesterification process catalyzed by BFSG as a promising low-cost technology for the biodiesel industry.

本研究旨在对高炉矿渣土工聚合物(BFSG)作为异相催化剂催化废弃食用油(WCO)生产生物柴油的过程进行全面的动力学和模拟研究。动力学研究采用伪一阶和二阶模型,使用三个反应参数,即反应温度(40-60 °C)、反应时间(4-8 h)和催化剂比例(6-14 wt.%),同时保持甲醇与油的比例为 40 wt.%。使用 ChemCAD 8.1.0 版模拟了土工聚合物催化的酯交换反应过程,其中包含了 WCO 的四种主要甘油三酯(三油酸甘油酯、三棕榈酸甘油酯、三硬脂酸甘油酯和三油酸甘油酯)。在动力学塞流反应器(PFR)中进行的 WCO 酯交换反应结果表明数据拟合良好,两种情况下的 R2 均高于 0.96。伪一阶(PFO)模型显示了更有利的反应途径,活化能为 58.876 kJ.mol-1 ,而伪二阶(PSO)分析得出的活化能为 131.369 kJ.mol-1 。在催化剂比例为 12 wt.% 时,BFSG 的催化活性产生了 99.18% 的最大转化率。研究结果表明,BFSG 催化的酯交换过程是一种很有效的生物柴油工业低成本技术。
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引用次数: 0
Batch and continuous fixed bed adsorption of copper (II) from acid mine drainage (AMD) using green and recyclable adsorbent from cellulose microcrystals (CMCs). 使用绿色可回收纤维素微晶(CMCs)吸附剂批量和连续固定床吸附酸性矿山排水(AMD)中的铜(II)。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-18 DOI: 10.1080/10934529.2024.2429284
Musamba Banza, Tumisang Seodigeng, Sibali Linda, Mwabanua Mutabi Christian, Sebastien Owona, Papy Musampa

The CMCs are viable materials for applications in industry and process innovation for removing heavy metal ions since they may be used in static and dynamic adsorption processes. It is necessary to develop simple, low-cost water treatment methods that use organic, biodegradable polymers such as nanomaterial-modified cellulose microcrystals. The column technique was used to investigate the effects of operational parameters such as pH, bed depth, concentration and flow rate. The input concentrations of 20, 40, 80 and 120 mg L-1, feed flow rates of 5, 10, 15 and 20 mL min-1, and bed heights of 5, 7.5, 10 and 12.5 cm. Experimental findings showed that the adsorption capacity decreased with increasing flow rate and increased with bed depth and input concentration, which were among the breakthrough parameters evaluated. The optimum adsorption capacity of 258.09 ± 0.96 mg g-1 was found to be achieved with an ideal pH of 6, an initial concentration of 200 mg L-1, a contact period of 300 min, and a dosage of 5 g/200 mL. The Langmuir model best fits the adsorption of indigo carmine, whereas the pseudo-second-order model, which governs the adsorption mechanism, may be described by physisorption combined with chemisorption. From a thermodynamic perspective, the adsorption was exothermic and spontaneous. In continuous adsorption, the Yoon-Nelson and Thomas models provided a good match for the hole curve, whereas the Bohart-Adams model fitted the breakthrough curve's initial portion ((Ct/C0) <0.5) perfectly. A three-dimensional adsorbent that has been chemically modified. The chemically modified CMCs adsorbent was characterized using FTIR, SEM and TGA.

由于 CMC 可用于静态和动态吸附过程,因此是工业应用和工艺创新中去除重金属离子的可行材料。有必要开发使用有机、可生物降解聚合物(如纳米材料改性纤维素微晶)的简单、低成本水处理方法。采用柱技术研究了 pH 值、床层深度、浓度和流速等操作参数的影响。输入浓度分别为 20、40、80 和 120 mg L-1,进料流速分别为 5、10、15 和 20 mL min-1,床层高度分别为 5、7.5、10 和 12.5 cm。实验结果表明,吸附容量随流速的增加而减少,随床层深度和输入浓度的增加而增加,这也是所评估的突破性参数之一。在理想 pH 值为 6、初始浓度为 200 mg L-1、接触时间为 300 分钟、用量为 5 g/200 mL 的条件下,最佳吸附容量为 258.09 ± 0.96 mg g-1。朗缪尔模型最适合靛蓝胭脂红的吸附,而支配吸附机理的假二阶模型可能是由物理吸附结合化学吸附来描述的。从热力学角度看,吸附是放热和自发的。在连续吸附过程中,Yoon-Nelson 和 Thomas 模型很好地匹配了空穴曲线,而 Bohart-Adams 模型则拟合了突破曲线的初始部分((Ct/C0)
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引用次数: 0
Preparation and characterization of β-cyclodextrin capped magnetic nanoparticles anchored on cellulosic matrix for removal of cr(VI) from mimicked wastewater: Adsorption and kinetic studies. 锚定在纤维素基质上的β-环糊精封端磁性纳米粒子的制备与表征,用于去除模拟废水中的六(Cr):吸附和动力学研究。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-07 DOI: 10.1080/10934529.2024.2424084
Lynda S Mesoppirr, Evans K Suter, Wesley N Omwoyo, Nathan M Oyaro, Simphiwe M Nelana

Hexavalent Chromium (Cr(VI)) is essential in many industrial processes. However, it finds its way into water bodies, posing health problems, including lung cancer and the inhibition of DNA and RNA in biological systems. Several chemical and traditional water purification methods have been developed in the past, but most are expensive, tedious and ineffective. This study aimed to prepare and characterize a low-cost hybrid adsorbent, β-Cyclodextrin capped magnetic nanoparticles anchored on a cellulosic matrix (CNC-Fe3O4NP-CD). The characterization techniques confirmed the integration of CNCs, Fe3O4NP and CD into the prepared CNC-Fe3O4NP-CD nanocomposite adsorbent. The adsorbent was employed in batch adsorption experiments by varying adsorption parameters, including solution pH, adsorbent dosage, initial Cr(VI) concentration, and contact time. From the findings, the nanocomposite adsorbent achieved a maximum Cr(VI) removal efficiency of 97.45%, while the pseudo-second-order kinetic model best fitted the experimental data with high linear regression coefficients (R2 > 0.98). The Elovich model indicated that the adsorption process was driven by chemisorption on heterogeneous surface sites, with initial sorption rates surpassing desorption rates. These findings established that CNC-Fe3O4NP-CD presents high efficiency for Cr(VI) removal under acidic pH, offering the potential for optimization and application in real-world wastewater treatment.

六价铬(Cr(VI))是许多工业流程中不可或缺的元素。然而,它也会进入水体,带来健康问题,包括肺癌和抑制生物系统中的 DNA 和 RNA。过去曾开发过几种化学和传统的水净化方法,但大多昂贵、繁琐且效果不佳。本研究旨在制备和表征一种低成本的混合吸附剂,即锚定在纤维素基质上的β-环糊精封端磁性纳米粒子(CNC-Fe3O4NP-CD)。表征技术证实了 CNC、Fe3O4NP 和 CD 已融入所制备的 CNC-Fe3O4NP-CD 纳米复合吸附剂中。通过改变溶液 pH 值、吸附剂用量、六价铬初始浓度和接触时间等吸附参数,将该吸附剂用于批量吸附实验。实验结果表明,纳米复合吸附剂对六价铬的去除率最高可达 97.45%,而假二阶动力学模型与实验数据的拟合度最好,线性回归系数较高(R2 > 0.98)。埃洛维奇模型表明,吸附过程是由异质表面位点上的化学吸附驱动的,初始吸附速率超过解吸速率。这些研究结果表明,CNC-Fe3O4NP-CD 在酸性 pH 条件下具有较高的六价铬去除效率,有望在实际废水处理中得到优化和应用。
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引用次数: 0
Biogenic and risk elements in wild boar testes and relation to spermatozoa motility. 野猪睾丸中的生物元素和风险元素以及与精子活力的关系。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-05 DOI: 10.1080/10934529.2024.2422218
Marko Halo, Filip Tirpák, Michal Miškeje, Marzena Albrycht, Martin Massányi, Lucia Dianová, Michal Lenický, Jiřina Zemanová, Lukasz J Binkowski, Robert Stawarz, Peter Massányi

Environmental pollution results in serious health hazards to animals, reflected in biogenic and risk element concentrations in animal tissues. The objective of this study was to examinate concentration of selected elements in testes, and epididymal spermatozoa motility of wild boars. Wild boars were hunted in region Žuhračka - Levice, Slovak Republic. Testes were removed postmortem, spermatozoa were collected from cauda epididymis and assessed by CASA system. Elements concentrations were measured by ICP and by CV-AAS. Spermatozoa motility was 44.29% and progressive motility 18.47%. Concentration of elements in testes was in following order: K > Na > Mg > Ca > Fe > Zn > Al > Cu > Se > Mn > As > Cr > Pb > Mo > Sr > Ni > Ba > Cd > Li > Hg. The most notable correlations indicate association between Se and total spermatozoa motility, as well as with progressive motility, furthermore between As and velocity curved line and beat cross frequency. A high positive significant correlation was found between mercury and beat cross frequency. The data may serve as a fine control indicator to detect potentially toxic elements accumulated from polluted environment that can affect reproduction of wild animals.

环境污染会严重危害动物的健康,动物组织中的生物和风险元素浓度就反映了这一点。本研究的目的是检测野猪睾丸中某些元素的浓度和附睾精子的活力。野猪在斯洛伐克共和国茹赫拉奇卡-莱维采地区被猎杀。睾丸在死后被切除,从附睾尾部收集精子,并用 CASA 系统进行评估。采用 ICP 和 CV-AAS 测量元素浓度。精子运动率为 44.29%,渐进运动率为 18.47%。睾丸中的元素浓度依次为K > Na > Mg > Ca > Fe > Zn > Al > Cu > Se > Mn > As > Cr > Pb > Mo > Sr > Ni > Ba > Cd > Li > Hg。最显著的相关性表明,硒与精子的总运动能力以及渐进运动能力有关,而砷则与速度曲线和节拍交叉频率有关。汞与跳动交叉频率之间存在高度正相关。这些数据可作为精细控制指标,用于检测污染环境中积累的可能影响野生动物繁殖的有毒元素。
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引用次数: 0
Behavioral and biochemical effects of environmental concentrations of caffeine in zebrafish after long-term exposure. 长期接触环境浓度咖啡因对斑马鱼行为和生化的影响。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-29 DOI: 10.1080/10934529.2024.2420482
Niedja Santos, Victor Picolo, Inês Domingues, Diego Sousa-Moura, Cesar Koppe Grisolia, Miguel Oliveira

Caffeine (CAF) is widely detected in aquatic environments, serving as an indicator of anthropogenic contamination. Its high consumption, and persistence raise environmental concerns. This study was to evaluate the chronic effects in terms of growth rate, weight, behavior, and biochemical parameters of environmental concentrations of CAF on adult zebrafish. Adult zebrafish were exposed, for 30 d, to 0, 0.5, 1.5, and 300 µg L-1 CAF, with behavior (feeding latency, exploration, aggression, sociability, sound response) and biochemical endpoints (acetylcholinesterase (AChE), lactate dehydrogenase (LDH), and cortisol levels) assessed at the end of the exposure. CAF 0.5 µg L-1 increased feeding latency time, while 300 µg L-1 reduced growth and weight. Exposure to CAF affect fish behavior in terms of vertical exploration, aggressiveness, shoaling, and sound responses although were concentration specific. All concentrations tested increased social behavior, with fish swimming closer to the shoal. At a biochemical level, CAF exposed showed reduced AChE activity, while LDH activity, and cortisol levels increased at 300 µg L-1. Low concentrations of CAF caused neurotoxicity in zebrafish which may compromise their feeding behavior, and social interactions in the wild. These changes suggest potential ecological impacts of chronic exposure to CAF, such as impaired feeding and stress responses.

咖啡因(CAF)在水生环境中被广泛检测到,是人为污染的一个指标。咖啡因的高消耗量和持久性引发了环境问题。本研究旨在评估环境浓度 CAF 对成年斑马鱼生长速度、体重、行为和生化指标的慢性影响。成年斑马鱼分别暴露于 0、0.5、1.5 和 300 µg L-1 的 CAF 中 30 天,并在暴露结束时对其行为(摄食潜伏期、探索、攻击性、社会性、声音反应)和生化终点(乙酰胆碱酯酶(AChE)、乳酸脱氢酶(LDH)和皮质醇水平)进行评估。CAF 0.5 µg L-1 增加了摄食潜伏时间,而 300 µg L-1 则降低了生长速度和体重。暴露于 CAF 会影响鱼类在垂直探索、攻击性、浅滩和声音反应等方面的行为,但与浓度有关。所有测试浓度都会增加鱼类的社会行为,使它们游得更靠近鱼群。在生化水平上,暴露于 CAF 的鱼类的 AChE 活性降低,而 LDH 活性和皮质醇水平在 300 µg L-1 浓度时升高。低浓度的 CAF 会对斑马鱼造成神经毒性,这可能会影响它们在野外的摄食行为和社会交往。这些变化表明,长期接触CAF可能会对生态产生影响,如影响摄食和应激反应。
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引用次数: 0
Monitoring of ketamine-based emerging contaminants in wastewater: a direct-injection method and fragmentation pathway study. 废水中氯胺酮类新污染物的监测:直接注射法和碎裂途径研究。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-09-22 DOI: 10.1080/10934529.2024.2403280
Yue Xiao, Shuai Yuan, Ruxin Luo, Yiling Tang, Xin Wang, Ping Xiang, Bin Di

The ketamine (KET) and its analogs consumed by humans are becoming emerging contaminants (ECs), as they at present in surface waters after being carried through wastewater systems. Drugs in wastewater can be analyzed using the direct-injection method, a simple wastewater analysis (WWA) method that can provide objective, continuous and nearly to real-time findings. This article describes an ultra-high-pressure liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) method for the simultaneous quantification and confirmation of seven KET-based ECs in wastewater by direct injection. After optimization of the UPLC-MS/MS and sample pretreatment conditions, the method was validated and applied to samples (n = 157) collected from several wastewater treatment plants (WWTPs) in southern China in which KET had the highest detection rate. The established direct-injection method was not only simple to perform but also had better sensitivity, shorter detection times, and analyzed more KET-based ECs than currently published methods, meeting the requirements for the monitoring and high-throughput analysis of common KET-based ECs. We also analyzed the fragmentation pathway of KET-based ECs to obtain product ion information on other unknown substances. Additional studies are needed to establish a comprehensive direct-injection screening method of ECs in wastewater on model-based assessment.

人类食用的氯胺酮(KET)及其类似物通过废水系统进入地表水后,正在成为新出现的污染物(ECs)。废水中的药物可以采用直接注射法进行分析,这是一种简单的废水分析(WWA)方法,可以提供客观、连续和接近实时的分析结果。本文介绍了一种超高压液相色谱-串联质谱(UPLC-MS/MS)方法,通过直接进样法同时定量和确认废水中的七种基于 KET 的易制毒化学品。经过对UPLC-MS/MS和样品前处理条件的优化,该方法得到了验证,并应用于从中国南方多个污水处理厂采集的样品(n = 157),其中KET的检出率最高。所建立的直接进样法不仅操作简便,而且灵敏度高、检测时间短,与目前已公布的方法相比,可分析更多的KET类ECs,满足了对常见KET类ECs的监测和高通量分析的要求。我们还分析了基于 KET 的 EC 的碎片途径,以获得其他未知物质的产物离子信息。要建立基于模型评估的废水中氨基甲酸乙酯综合直接注射筛选方法,还需要进行更多的研究。
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引用次数: 0
Occurrence and distribution of antibiotic resistance genes in Rivers entering the sea from the South bank of Laizhou Bay, China. 中国莱州湾南岸入海河流中抗生素耐药基因的出现和分布。
IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-10-10 DOI: 10.1080/10934529.2024.2411774
Xinhua Fu, Dongxia Li, Fujun Peng

The distribution of antibiotic resistance genes (ARGs) in Laizhou Bay affects the local socio-economic development. The study aimed to investigate the distribution of ARGs in the rivers that flow into the sea around Laizhou Bay's southern shore. Water and sediment samples were collected from different typical sites of rivers entering the sea in Weifang, including Mi River, Bai Lang River, Yu River, Wei River, Jiaolai River, Xiaoqing River and Di River. The species and abundance of ARGs in the sediments were characterized and quantified by macro-genome high-throughput sequencing technology. The species distribution of ARGs was compared. In two sediment samples and seven water samples, 24 ARGs types and 1244 subtypes of ARGs were detected, in which multidrug-resistant class was the main ARGs type and FBJ murine osteosarcoma viral oncogene homolog B (fosB) was the dominant ARGs. The types of ARG in the top ten of these samples were the same, although the proportion was different. Dominant ARG subtypes accounted for more than 50% of all the nine samples. This article provides basic data support for pollution status and environmental risk assessment as well as remediation of ARGs in rivers entering the sea along the south coast of Laizhou Bay.

莱州湾抗生素耐药基因(ARGs)的分布影响着当地的社会经济发展。本研究旨在调查莱州湾南岸入海河流中 ARGs 的分布情况。研究在潍坊入海河流的不同典型地点采集了水样和沉积物样品,包括弥河、白浪河、虞河、潍河、胶莱河、小清河和祊河。利用宏基因组高通量测序技术对沉积物中 ARGs 的种类和丰度进行了定性和定量分析。比较了 ARGs 的物种分布。在2个沉积物样品和7个水样中,共检测到24种ARGs类型和1244个ARGs亚型,其中耐多药类是主要的ARGs类型,FBJ小鼠骨肉瘤病毒癌基因同源物B(fosB)是优势ARGs。这些样本中排名前十的 ARG 类型相同,但所占比例不同。在所有 9 个样本中,优势 ARG 亚型占 50%以上。本文为莱州湾南岸入海河流中 ARGs 的污染现状、环境风险评估及治理提供了基础数据支持。
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引用次数: 0
Green isolation of cellulosic materials from recycled pulp and paper sludge: a Box-Behnken design optimization. 从回收纸浆和造纸污泥中绿色分离纤维素材料:箱式贝肯优化设计。
IF 2.1 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-03-21 DOI: 10.1080/10934529.2024.2331942
Evans K Suter, Hilary L Rutto, Tumisang S Seodigeng, Sammy L Kiambi, Wesley N Omwoyo

Cellulose was isolated from recycled pulp and paper sludge and used to synthesize cellulose nanocrystals. Response surface methodology and Box-Behnken design model were used to predict, improve, and optimize the cellulose isolation process. The optimal conditions were a reaction temperature of 87.5 °C, 180 min with 4% sodium hydroxide. SEM and TEM results revealed that the isolated cellulose had long rod-like structures of different dimensions than CNCs with short rod-like structures. The crystallinity index from XRD significantly increased from 41.33%, 63.7%, and 75.6% for Kimberly mill pulp sludge (KMRPPS), chemically purified cellulose and cellulose nanocrystals, respectively. The TGA/DTG analysis showed that the isolated cellulosic materials possessed higher thermal stability. FTIR analysis suggested that the chemical structures of cellulose and CNCs were modified by chemical treatment. The cellulose surface was highly hydrophilic compared to the CNCs based on the high water holding capacity of 65.31 ± 0.98% and 83.14 ± 1.22%, respectively. The synthesized cellulosic materials portrayed excellent properties for high-end industrial applications like biomedical engineering, advanced materials, nanotechnology, sustainable packaging, personal care products, environmental remediation, additive manufacturing, etc.

从回收的纸浆和造纸污泥中分离出纤维素,并用于合成纤维素纳米晶体。采用响应面方法和 Box-Behnken 设计模型对纤维素分离过程进行了预测、改进和优化。最佳条件是反应温度为 87.5 ℃,时间为 180 分钟,氢氧化钠浓度为 4%。SEM 和 TEM 结果显示,分离出的纤维素具有不同尺寸的长杆状结构,而 CNC 具有短杆状结构。金伯利纸浆污泥(KMRPPS)、化学纯化纤维素和纤维素纳米晶体的 XRD 结晶指数分别从 41.33%、63.7% 和 75.6% 显著增加。TGA/DTG 分析表明,分离出来的纤维素材料具有更高的热稳定性。傅立叶变换红外分析表明,化学处理改变了纤维素和 CNC 的化学结构。与 CNCs 相比,纤维素表面具有较高的亲水性,持水量分别为 65.31 ± 0.98% 和 83.14 ± 1.22%。合成的纤维素材料具有优异的性能,可用于生物医学工程、先进材料、纳米技术、可持续包装、个人护理产品、环境修复、添加剂制造等高端工业应用。
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引用次数: 0
Application of machine learning approach (artificial neural network) and shrinking core model in cobalt (II) and copper (II) leaching process. 钴(II)和铜(II)浸出过程中机器学习方法(人工神经网络)和收缩核心模型的应用。
IF 2.1 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-02-26 DOI: 10.1080/10934529.2024.2320600
Machodi Mathaba, JeanClaude Banza

The leaching laboratory experiment uses the artificial neural network (ANN) to predict and evaluate copper and cobalt recovery. This study aimed to evaluate the efficacy of using the shrinking core model in conjunction with an artificial neural network (ANN) as part of a machine learning strategy to improve the leaching process of cobalt (II) and copper (II). The numerous factors in the leaching process, such as acid concentration, leaching time, temperature, soil-to-solution ratio, and stirring speed, are adjusted using an ANN with several layers, feed-forward, and back-propagation learning methods. These variables are in charge of the high cobalt recovery during the reduced sulfuric acid leaching procedure. The ANN algorithm has 10 hidden layers, 5 input variables describing the leaching parameters, and two neurons as output layers corresponding to copper and cobalt leaching recovery. The optimum conditions were found to be acid concentration of 100 g/L, leaching duration 120 min, temperature 55 °C, soil-to-solution ratio of 1:40 g/mL, and stirring speed 300 rpm. The optimized trained neural networks tested, trained, and validated steps are represented by R2 values of 0.94, 0.99, 0.97, and 0.97, respectively, equating to 97.5% copper recovery and 95.4% cobalt recovery.

浸出实验室实验使用人工神经网络(ANN)来预测和评估铜和钴的回收率。本研究旨在评估将收缩岩心模型与人工神经网络(ANN)相结合作为机器学习策略的一部分来改进钴(II)和铜(II)浸出过程的效果。浸出过程中的众多因素,如酸浓度、浸出时间、温度、土壤与溶液的比例以及搅拌速度等,都可以通过具有多层、前馈和反向传播学习方法的人工神经网络进行调整。这些变量是还原硫酸浸出过程中钴回收率高的主要原因。ANN 算法有 10 个隐藏层,5 个描述浸出参数的输入变量,两个神经元作为输出层,分别对应铜和钴的浸出回收率。最佳条件是酸浓度为 100 克/升,浸出持续时间为 120 分钟,温度为 55 °C,土壤与溶液的比例为 1:40 克/毫升,搅拌速度为 300 转/分钟。经过测试、训练和验证的优化神经网络步骤的 R2 值分别为 0.94、0.99、0.97 和 0.97,相当于铜回收率为 97.5%,钴回收率为 95.4%。
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引用次数: 0
Mercury distribution and contamination in the soils of the Mitrovica region, Republic of Kosovo. 科索沃共和国米特罗维察地区土壤中汞的分布和污染情况。
IF 2.1 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-01-01 Epub Date: 2024-03-22 DOI: 10.1080/10934529.2024.2331944
Milihate Aliu, Robert Šajn, Trajče Stafilov

The study was carried out to define the distribution of mercury in surface soils in the Mitrovica region, Republic of Kosovo and to assess the level and extent of contamination. A total of 156 soil samples were collected from a depth of 5 cm at each grid point of 1.4 × 1.4 km in an area of 301.5 km2. The mercury content was found to be between 0.02 mg/kg and 11.16 mg/kg. The average Hg content (0.49 mg/kg) exceeded the mean content in European (0.037 mg/kg) and world (0.06 mg/kg) soils by 13.2 and 8.2 times, respectively. From the calculated enrichment factors (EF) and the geo-accumulation index (I-geo), as well as from the distribution map of Hg content, it is evident that the soils of the study area are highly contaminated with mercury, with extremely high enrichment of Hg in the soils of Zone I, which was classified as the most contaminated zone with Hg and other potentially toxic elements in the study area as well as in the towns of Zveçan and Mitrovica. The higher Hg content is of anthropogenic origin, mainly due to lead and zinc mining and metallurgical activities in the study area. The mercury levels were also found to exceed the New Dutch List target value (0.3 mg/kg) in 90 km2 of the study area.

这项研究旨在确定科索沃共和国米特罗维察地区表层土壤中汞的分布情况,并评估污染的程度和范围。在 301.5 平方公里的区域内,从 1.4 × 1.4 千米的每个网格点的 5 厘米深处共收集了 156 份土壤样本。发现汞含量在 0.02 毫克/千克到 11.16 毫克/千克之间。平均汞含量(0.49 毫克/千克)分别比欧洲(0.037 毫克/千克)和世界(0.06 毫克/千克)土壤中的平均含量高出 13.2 倍和 8.2 倍。从计算得出的富集因子(EF)、地理累积指数(I-geo)以及汞含量分布图来看,研究区土壤显然受到汞的高度污染,其中 I 区土壤中汞的富集程度极高,该区被列为研究区以及兹韦钱镇和米特罗维察镇受汞和其他潜在有毒元素污染最严重的区域。汞含量较高是人为因素造成的,主要是由于研究地区的铅锌矿开采和冶金活动。在 90 平方公里的研究区内,汞含量也超过了新荷兰清单的目标值(0.3 毫克/千克)。
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Journal of Environmental Science and Health Part A-toxic\/hazardous Substances & Environmental Engineering
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