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Synthesis, characterization and application of Zeolite/Bi2O3 nanocomposite in removal of Rhodamine B dye from wastewater 沸石/Bi2O3 纳米复合材料在去除废水中罗丹明 B 染料中的合成、表征和应用
Pub Date : 2024-01-26 DOI: 10.1016/j.clwat.2024.100004
George William Atwoki Nyakairu , Pachris Muamba Kapanga , Muhammad Ntale , Séraphin Ntumba Lusamba , Raphael Muamba Tshimanga , Abdelhadi Ammari , Zaccheus Shehu

Many factories use a variety of colours to enhance product aesthetics, leading to untreated wastewater being discharged into natural water bodies. This wastewater not only poses a threat to aquatic life but also endangers human health, causing issues like skin diseases, as some dyes are carcinogenic. Rhodamine B dye (RhB) is commonly used in industries such as textiles, paper, etc. This study focuses on synthesizing, characterizing, and applying Zeolite/Bi2O3 nanocomposites to efficiently remove RhB dye. Nanocomposites were synthesized using the sol-gel method and characterized using techniques including FTIR, SEM-EDS, XRD, DLS, point of zero charge determination, and surface resonance analysis. The removal process in an aqueous solution achieved its maximum efficiency of 100% under the following optimal conditions: initial concentration of RhB dye (0.5 mg/L), time (10 min), adsorbent dose (0.55 g), pH (4), and temperature (298 K). Real wastewater testing confirmed the nanocomposite's efficiency, removing a significant 98.12% of RhB dye. Reusability tests showed stability, with removal efficiencies of 100%, 97.08%, and 88.9% over three cycles. Isotherm analysis adhered to the Freundlich Isotherm Model (R2 = 0.9953), signifying favourable adsorption behaviour. Kinetic analysis supported the pseudo-second-order model, indicating a chemisorption mechanism. Thermodynamic analysis suggested spontaneous (negative ΔG°) and endothermic (positive ΔH°) adsorption, with reduced randomness (negative ΔS°) at the solid-liquid interface. In conclusion, wastewater dye removal, especially Rhodamine B, is vital for environmental and public health protection. The Zeolite/Bi2O3 nanocomposite emerges as an efficient, sustainable, and eco-friendly adsorbent for Rhodamine B dye removal in both synthetic solutions and real wastewater.

许多工厂使用各种颜色来提高产品的美观度,导致未经处理的废水排入自然水体。这些废水不仅对水生生物构成威胁,还危及人类健康,导致皮肤病等问题,因为有些染料具有致癌性。罗丹明 B 染料(RhB)常用于纺织、造纸等行业。本研究的重点是合成、表征和应用沸石/Bi2O3 纳米复合材料来有效去除 RhB 染料。纳米复合材料采用溶胶-凝胶法合成,并使用傅立叶变换红外光谱、扫描电镜-电子显微镜、XRD、DLS、零点电荷测定和表面共振分析等技术进行表征。在以下最佳条件下,水溶液中的去除效率达到了 100%:RhB 染料初始浓度(0.5 mg/L)、时间(10 分钟)、吸附剂剂量(0.55 g)、pH 值(4)和温度(298 K)。实际废水测试证实了纳米复合材料的效率,RhB 染料的去除率高达 98.12%。可重复使用性测试表明了其稳定性,三个周期的去除率分别为 100%、97.08% 和 88.9%。等温线分析符合 Freundlich 等温线模型(R2 = 0.9953),表明吸附行为良好。动力学分析支持伪二阶模型,表明这是一种化学吸附机制。热力学分析表明,固液界面上存在自发吸附(负 ΔG°)和内热吸附(正 ΔH°),随机性降低(负 ΔS°)。总之,去除废水中的染料,尤其是罗丹明 B,对保护环境和公众健康至关重要。沸石/Bi2O3 纳米复合材料是一种高效、可持续且环保的吸附剂,可用于去除合成溶液和实际废水中的罗丹明 B 染料。
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引用次数: 0
Groundwater level prediction using an improved SVR model integrated with hybrid particle swarm optimization and firefly algorithm 使用与混合粒子群优化和萤火虫算法相结合的改进型 SVR 模型预测地下水位
Pub Date : 2024-01-17 DOI: 10.1016/j.clwat.2024.100003
Sandeep Samantaray , Abinash Sahoo , Falguni Baliarsingh

The demand for water resources has increased due to rapid increase of metropolitan areas brought on by growth in population and industrialisation. In addition, the groundwater recharge is being afftected by shifting land use pattern caused by urban development. Using precise and trustworthy estimates of groundwater level is vital for the sustainable groundwater resources management in the face of changing climatic circumstances. In this context, machine learning (ML) methods offer a new and promising approach for accurately forecasting long-term changes in the groundwater level (GWL) without computational effort of developing a comprehensive flow model. In order to simulate GWL, five data-driven (DD) models, including the hybridization of support vector regression (SVR) with two optimisation algorithms i.e., firefly algorithm and particle swarm optimisation (FFAPSO), SVR-FFA, SVR-PSO, SVR and Multilayer perception (MLP), have been examined in the present study. Spatial clustering was utilised to choose four observation wells within Cuttack district in order to study and assess the water levels. Six scenarios were created by incorporating numerous variables, such as GWL in the previous months, evapotranspiration, temperature, precipitation, and river discharge. The goal was to identify the variables that were most efficient in predicting GWL. The SVR-FFAPSO model performs best in GWL forecasting for Khuntuni station, according to the quantitative analysis with correlation coefficient (R) = 0.9978, Nash–Sutcliffe efficiency (NSE) = 0.9933, mean absolute error (MAE) = 0.00025 (m), root mean squared error (RMSE) = 0.00775 (m) during the training phase. It is advised that groundwater monitoring network and data collecting system are strengthen in India for ensuring effective modelling of long-term management of groundwater resources.

由于人口增长和工业化带来的大都市区的迅速扩大,对水资源的需求也随之增加。此外,城市发展导致的土地利用模式转变也影响了地下水的补给。面对不断变化的气候环境,使用精确、可靠的地下水位估算值对于可持续的地下水资源管理至关重要。在这种情况下,机器学习(ML)方法为准确预测地下水位(GWL)的长期变化提供了一种新的、有前途的方法,而无需开发综合流量模型的计算工作。为了模拟 GWL,本研究考察了五种数据驱动(DD)模型,包括支持向量回归(SVR)与两种优化算法(即萤火虫算法和粒子群优化(FFAPSO)、SVR-FFA、SVR-PSO、SVR 和多层感知(MLP))的混合。为了研究和评估水位,利用空间聚类在 Cuttack 地区选择了四口观测井。通过将前几个月的 GWL、蒸散量、温度、降水量和河流排水量等众多变量结合在一起,创建了六种情景。目的是找出在预测 GWL 方面最有效的变量。根据定量分析,在训练阶段,SVR-FFAPSO 模型在昆图尼站的 GWL 预测中表现最佳,相关系数 (R) = 0.9978,Nash-Sutcliffe 效率 (NSE) = 0.9933,平均绝对误差 (MAE) = 0.00025(米),均方根误差 (RMSE) = 0.00775(米)。建议印度加强地下水监测网络和数据收集系统,以确保地下水资源长期管理的有效建模。
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引用次数: 0
First forensic quantification, source-identification and health risk estimation of volatile organic carbons in the anthropogenically impacted Omi-Asoro Stream in Ilesa, Nigeria 尼日利亚伊莱萨受人为影响的奥米-阿索罗溪流中挥发性有机碳的首次法医定量、来源识别和健康风险评估
Pub Date : 2024-01-03 DOI: 10.1016/j.clwat.2023.100002
Adebanjo Jacob Anifowose, Alaru Kunle Gbadamosi, Tinuola Munirat Oguntope, Omoteleola Serah Olarinde, Oluwaferanmi Samuel Fasoiro, Shola Hezekiah Awojide

This study quantified the volatile organic compounds (VOCs) in the Omi-Asoro Stream located in Ilesa town, Nigeria, to understand their sources and health risks to humans. The VOCs were measured in 2023 according to the US EPA equilibrium headspace method using a gas chromatograph (GC) and detected by a flame ionization detector (FID). Their human health risk assessments via ingestion and dermal contact were also estimated. The results showed that dissolved oxygen (DO) ranged 0.5–4.8 mg/L. Chemical oxygen demand (COD) was exceptionally high (March: 181.3 ± 45.5 mg/L; July: 180.7 ± 25.7 mg/L) in the industrial waste discharge area. Twenty-two and eighteen sets of VOCs were detected in March and July, respectively. 1,2-dibromo-3-chloropropane (DBCP) was the predominant VOC in the stream accounting for 18% (March) and 19% (July). DBCP, 1,2-dichlorobenzene+nbutylbenzene (oDCB+bBZ) and hexachlorobutadiene+1,2,4-trichlorobenzene (HCBD+TCB) were ubiquitous in the stream with 100% detection frequency. Disinfectants/fumigants, cleaning agents, industrial solvents, agrochemicals and plastic materials were the main sources of the VOCs. No individual VOC posed a non-carcinogenic risk (HI) in both months of the study. However, the total HI via ingestion route in March posed a non-carcinogenic health risk to children (HIsum = 1.03). BDCM, TeCA, TCP and pDCB posed a high carcinogenic risk to humans via ingestion with values in the range of (0.00219–5.07) × 10−2 for both months. TCP also posed a high carcinogenic risk (range of 10−4) via dermal contact to humans. The highly impaired water quality of the stream was due to industrial, agricultural and other anthropogenic activities.

本研究对尼日利亚伊莱萨镇奥米-阿索罗溪流中的挥发性有机化合物(VOC)进行了量化,以了解其来源及其对人类健康的危害。2023 年,根据美国环保局的平衡顶空法,使用气相色谱仪 (GC) 测量了挥发性有机化合物,并使用火焰离子化检测器 (FID) 进行了检测。此外,还估算了通过摄入和皮肤接触对人体健康造成的风险。结果显示,溶解氧 (DO) 为 0.5-4.8 mg/L。工业废物排放区的化学需氧量(COD)特别高(三月:181.3 ± 45.5 mg/L;七月:180.7 ± 25.7 mg/L)。三月份和七月份分别检测到 22 组和 18 组挥发性有机化合物。1,2-二溴-3-氯丙烷(DBCP)是溪流中最主要的挥发性有机化合物,占 18%(三月份)和 19%(七月份)。DBCP、1,2-二氯苯+丁苯(oDCB+bBZ)和六氯丁二烯+1,2,4-三氯苯(HCBD+TCB)在溪流中无处不在,检测频率为 100%。消毒剂/熏蒸剂、清洁剂、工业溶剂、农用化学品和塑料材料是挥发性有机化合物的主要来源。在两个月的研究中,没有任何一种挥发性有机化合物造成非致癌风险(HI)。不过,3 月份通过摄入途径产生的总 HI 对儿童健康构成了非致癌风险(HIsum = 1.03)。通过摄入 BDCM、TeCA、TCP 和 pDCB 对人类的致癌风险较高,两个月份的数值范围均在 (0.00219-5.07) × 10-2 之间。三氯丙醇通过皮肤接触对人体也有很高的致癌风险(范围为 10-4)。由于工业、农业和其他人为活动,溪流的水质严重受损。
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引用次数: 0
Chromium adsorption capacity from tannery wastewater on thermally activated adsorbent derived from kitchen waste biomass 餐厨垃圾生物质热活性吸附剂对制革废水中铬的吸附能力
Pub Date : 2023-12-02 DOI: 10.1016/j.clwat.2023.100001
Md. Abul Hashem, Maimona Wadud Mim, Nujhat Noshin, Modinatul Maoya

Environmental sustainability has gained greater acceptance as an approach to achieving the objective of a secure ecosystem with a reliable management system. The best strategy for maintaining a healthy ecosystem is waste management. In this present study, chromium (Cr) adsorption capacity from real tannery wastewater on thermally activated adsorbent, equipped from Cucurbita moschata (pumpkin) peel is described. The adsorbent features were investigated by implementing Fourier transform infrared (FTIR) spectroscopy, Scanning Electron Microscopy (SEM), Energy Dispersive X-ray (EDX), and pHpzc (point of zero charges) analysis. The Cr adsorption was identified by EDX analysis. SEM images were analyzed to record surface morphological modifications. The adsorbent has a pHpzc of 8.7. The thermally activated adsorbent is used to treat the wastewater, in a batch experiment with varying parameters including contact time, adsorbent dose, and pH. Under optimal circumstances, 50 mL of wastewater was mixed with 2.5 g of adsorbent, agitated for 10 min, allowed to settle, and then the Cr concentration was evaluated. The Cr level in untreated effluent and in filtrate was 3178.6 mg/L, and 12.1 mg/L, respectively. The capability of Cr adsorption and Cr removal efficiency was 3164.46 mg/g and 99.32%, correspondingly, at a pH of 7.2. The biochemical oxygen demand (BOD), chloride (Cl-), and chemical oxygen demand (COD) showed a decreasing percentage of 96.58%, 55.62%, and 95.01%. The Cr adsorption fitting for pumpkin peel adsorbent follows the Pseudo second-order (PSO) kinetic and Freundlich isotherm model. Thus, this investigation established the efficiency of using pumpkin peel as an adsorbent for Cr tanning effluent treatment.

环境可持续发展作为一种以可靠的管理系统实现安全生态系统目标的方法,已被越来越多的人所接受。维持健康生态系统的最佳策略就是废物管理。本研究介绍了热激活吸附剂(由南瓜皮制成)对真实制革废水中铬(Cr)的吸附能力。通过傅立叶变换红外光谱(FTIR)、扫描电子显微镜(SEM)、能量色散 X 射线(EDX)和 pHpzc(零电荷点)分析,研究了吸附剂的特征。通过 EDX 分析确定了铬的吸附情况。扫描电镜图像分析记录了表面形态变化。吸附剂的 pHpzc 值为 8.7。热活化吸附剂用于处理废水,批量实验的参数包括接触时间、吸附剂剂量和 pH 值。在最佳情况下,将 50 毫升废水与 2.5 克吸附剂混合,搅拌 10 分钟,使其沉淀,然后评估铬浓度。未经处理的废水和滤液中的铬含量分别为 3178.6 毫克/升和 12.1 毫克/升。在 pH 值为 7.2 的条件下,铬的吸附能力和去除率分别为 3164.46 mg/g 和 99.32%。生化需氧量(BOD)、氯化物(Cl-)和化学需氧量(COD)的下降率分别为 96.58%、55.62% 和 95.01%。南瓜皮吸附剂对 Cr 的吸附拟合遵循伪二阶(PSO)动力学和 Freundlich 等温线模型。因此,这项研究确定了使用南瓜皮作为吸附剂处理制革废水中 Cr 的效率。
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