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Disinfection performance and synthesis conditions of the EGCG–Cu complex EGCG-Cu配合物的消毒性能及合成条件
Pub Date : 2023-11-14 DOI: 10.2166/ws.2023.302
Cuimin Feng, Sairui Guan, JiYue Jin, Renda Yao, Ziwei Wang, Haoxiang Li
Abstract Adopting the yield of the epicatechin gallate (EGCG)–Cu complex as an indicator, the impact of four conditions, such as pH, reaction time, temperature and reactant ratio, on the synthesis of the target complex was analyzed to identify the optimal conditions on synthesizing the compound. The reactant ratio between EGCG and Cu2+ was explored, and the characteristic peaks and functional groups of the EGCG–Cu complex were scrutinized by UV–Visible and Fourier-Transform Infrared spectrophotometers. Finally, the efficacy difference of bactericidal properties against Escherichia coli suspensions between EGCG and its complex was evaluated as the criteria. Furthermore, comparative studies were performed to gauge the antimicrobial activity of EGCG and its complex at equivalent concentrations. The results demonstrated that the optimal experimental conditions for the complex reaction were a pH of 7, at 40 °C, in a reaction time of 60 min and a reactant ratio of 1:2. By the molar ratio method, the reactant ratio was determined as n(EGCG):n(Cu2+) = 1:2, and the complex reaction was at the phenolic hydroxyl group on the benzene ring of EGCG. Compared to EGCG, the complex demonstrated significant enhancement in bactericidal properties against E. coli. Complexing enhances its antibacterial properties and the complex solution has lower chromaticity than EGCG during disinfection.
摘要以表儿茶素没食子酸酯(EGCG) -Cu配合物的产率为指标,分析了pH、反应时间、温度、反应物配比等4种条件对目标配合物合成的影响,确定了该化合物的最佳合成条件。考察了EGCG与Cu2+的反应物比,并用紫外可见分光光度仪和傅里叶变换红外分光光度仪分析了EGCG - cu配合物的特征峰和官能团。最后,以EGCG及其复合物对大肠杆菌悬浮液的抑菌效果差异作为评价标准。此外,还进行了比较研究,以衡量EGCG及其复合物在相同浓度下的抗菌活性。结果表明,该络合反应的最佳实验条件为:pH = 7,温度为40℃,反应时间为60 min,反应物比为1:2。通过摩尔比法确定反应物比为n(EGCG):n(Cu2+) = 1:2,络合反应发生在EGCG苯环上的酚羟基上。与EGCG相比,该复合物对大肠杆菌的杀菌性能有显著增强。络合增强了其抗菌性能,在消毒过程中络合溶液的色度低于EGCG。
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引用次数: 0
Developing an optimal plan to improve irrigation efficiency using a risk-based central force algorithm 采用基于风险的集中力算法制定优化方案以提高灌溉效率
Pub Date : 2023-11-14 DOI: 10.2166/ws.2023.303
Juming Jiang, Shi Chen
Abstract Losses in surface irrigation include deep percolation and runoff, which is one of the ways to increase the efficiency of furrow irrigation, using a closed-end mode in irrigation systems. This research was conducted to evaluate the effects of geometrical variables (slope and length of furrow) and flow control (inflow rate and cut-off time) on application efficiency (AE) and the uniformity of water distribution in a closed-end furrow irrigation system. The length, slope, inflow rate, and cut-off time are considered as the decision-making variables for developing the multi-objective genetic algorithm based on the non-dominated sorting. For this purpose, three irrigation furrows with the closed-end system were considered. The optimization algorithm for calculating the objective functions involves maximizing the minimum water depth and minimizing the infiltration depth in a modeling loop. The optimization algorithm was linked to the WinSRFR software to calculate the objective functions. The results showed that the best combination of inflow rate and the cut-off time for 75 mm of required water depth was 1.9 l/s/m and 150 min, respectively, which increased AE and distribution uniformity to 79 and 78%. Furthermore, the AE in the closed-end furrow irrigation system is higher (30–50%) than the open-end method in different scenarios.
地表灌溉的损失包括深层渗水和径流,这是提高沟灌效率的途径之一,在灌溉系统中采用封闭模式。本研究旨在评价几何变量(沟坡和沟长)和流量控制(入流速率和截止时间)对闭式沟灌系统的施用效率和水量分配均匀性的影响。将长度、坡度、流入速率和截止时间作为决策变量,开发了基于非支配排序的多目标遗传算法。为此,考虑了3个封闭灌溉沟。计算目标函数的优化算法涉及建模回路中最小水深的最大化和入渗深度的最小化。将优化算法与WinSRFR软件链接,计算目标函数。结果表明,75 mm所需水深的最佳入流速率和截止时间组合分别为1.9 l/s/m和150 min,声发射和分布均匀性分别提高了79%和78%。不同情况下,闭口沟灌系统的声发射均高于开口方式(30 ~ 50%)。
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引用次数: 0
Selection of Real-Coded Genetic Algorithm parameters in solving simulation–optimization problems for the design of water distribution networks 实编码遗传算法在配水管网仿真优化设计中的参数选择
Pub Date : 2023-11-14 DOI: 10.2166/ws.2023.301
Vidavaluru Hemanth Sai Kumar, Pramada S.K.
Abstract The design of the water distribution network (WDN) is very difficult mainly due to the nonlinear relation between head and flow. The distribution network should also be cost-effective. In any simulation–optimization approach, the computational time requirement is very high for very complex problems. The optimization module plays a crucial role in reducing the computational time. This study aims to apply a simulation–optimization approach to designing a WDN. EPANET is selected as the simulation model and Real-Coded Genetic Algorithm (RCGA) is selected as the optimization module. To link the simulation module with the optimization module, a program is written in MATLAB. The developed simulation–optimization approach was applied to two benchmark network problems to check the suitability of the method. The parameters of the RCGA were optimized for the two networks. The computational efficiency of the developed simulation–optimization model is checked based on the number of function evaluations. For both networks, the number of function evaluations to get the optimum network design was less than the number of function evaluations required for other methods mentioned in the literature.
摘要给水管网设计的难点主要在于水头与流量之间的非线性关系。分销网络也应该具有成本效益。在任何模拟优化方法中,对于非常复杂的问题,计算时间要求非常高。优化模块在减少计算时间方面起着至关重要的作用。本研究旨在将模拟优化方法应用于WDN的设计。选择EPANET作为仿真模型,选择Real-Coded Genetic Algorithm (RCGA)作为优化模块。为了将仿真模块与优化模块连接起来,用MATLAB编写了程序。将所提出的仿真优化方法应用于两个基准网络问题,验证了该方法的适用性。针对两种网络对RCGA的参数进行了优化。基于函数求值的次数对所建立的仿真优化模型的计算效率进行了检验。对于这两种网络,获得最优网络设计所需的函数评估次数都少于文献中提到的其他方法所需的函数评估次数。
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引用次数: 0
Evaluation of the yield and photosynthetic parameters of corn by some amendatory materials under deficit irrigation conditions 亏缺灌溉条件下几种补剂对玉米产量和光合参数的评价
Pub Date : 2023-11-11 DOI: 10.2166/ws.2023.296
Davoud Khodadadi Dehkordi, Seyed Amir Shamsnia, Mehdi Asadilour
Abstract Irrigation is essential for corn plants. Because this plant is a summer crop, irrigation is critical to its production, and an absence of moisture is a significant constraint on its development. This study aimed to investigate the impacts of hydrophilic polymer (HP) and fulvic acid (Fu-A) as amendatory materials on yield, yield component, and photosynthetic parameters of corn plants under the deficit irrigation (DI) situation. The treatments were performed by mixing two water provision groups, including complete irrigation (CI) and DI, two soil improvements, including the application of without HP or with HP, and two foliar amendments, including spraying without Fu-A or with Fu-A, with four replications. According to the results, under DI and CI situations, the co-treatment of two amendatory materials, Fu-A and HP, enhanced corn yield significantly. These enhancements were higher than enhancements attained by using them alone. Besides, the moisture and leaf proline available for the plant during DI circumstances were increased by utilizing both amendatory materials. Under DI treatment, using Fu-A and HP amendatory materials together may thus be more significant and beneficial for increasing production and boosting photosynthetic mechanisms.
灌溉对玉米生长至关重要。由于这种植物是一种夏季作物,灌溉对其生产至关重要,缺乏水分是其发展的一个重要制约因素。本研究旨在研究亏缺灌溉条件下,亲水聚合物(HP)和富里酸(Fu-A)作为补剂对玉米产量、产量组成及光合参数的影响。采用完全灌水和直接灌水两种给水方式,两种土壤改良(不施HP或施HP)和两种叶面改良(不施Fu-A或喷Fu-A),共4个重复。结果表明,在DI和CI条件下,Fu-A和HP两种修正材料的共处理显著提高了玉米产量。这些增强比单独使用它们获得的增强更高。此外,两种改性材料均能提高植物在DI环境下的水分和叶片脯氨酸利用率。因此,在DI处理下,同时使用Fu-A和HP修正材料可能对提高产量和促进光合机制更为显著和有利。
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引用次数: 0
Appraisal of irrigation land suitability of SEMI ARID climatic zone of Rajasthan, India 印度拉贾斯坦邦半干旱气候带灌溉用地适宜性评价
Pub Date : 2023-11-10 DOI: 10.2166/ws.2023.300
Leena Rani Mishra, P. K. Singh, Mahesh Kothari, S. R. Bhakar, K. K. Yadav, S. S. Meena
Abstract Planning how to use the land resources that are available for irrigation is crucial for reducing the problem of food security. Analytical hierarchy process methodologies were used to undertake an analysis of the appropriateness of land using the GIS approach. Each parameter's weight was assessed using a 6 × 6 pairwise comparison matrix because six parameters, including slope, distance to the nearest road, land use land cover, population density, soil texture and rainfall deficit, are taken into account. After all, the weighted overlay approach of the GIS application was used to create the ultimate land suitability map for irrigation. Using the natural break classification approach, the ultimate map was divided into land suitability classes. Of the entire region, 12.9% fell into the highly suitable (S1) class, 85.14% fell into the moderately suitable (S2) class, and 2.57% fell into the least suitable (S3) class. The finding of the study will play a significant role in performing irrigation taking into account the input parameters and ultimately defining suitable land classes and lands that may be used in accordance with current irrigation technology.
规划如何利用可用于灌溉的土地资源对于减少粮食安全问题至关重要。利用地理信息系统方法,采用层次分析法对土地适宜性进行分析。由于考虑了坡度、与最近道路的距离、土地利用、土地覆盖、人口密度、土壤质地和降雨亏缺等6个参数,每个参数的权重采用6 × 6成对比较矩阵进行评估。毕竟,GIS应用程序的加权叠加方法用于创建最终的灌溉土地适宜性图。采用自然断裂分类方法,将最终图划分为土地适宜性等级。整个区域中,12.9%属于高度适宜(S1)类,85.14%属于中等适宜(S2)类,2.57%属于最不适宜(S3)类。这项研究的结果将在考虑到输入参数并最终确定适合的土地类别和根据当前灌溉技术可能使用的土地方面发挥重要作用。
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引用次数: 0
Effects of applied nitrogen fertilizers and irrigation strategies on environmental protection and yield indices of winter wheat and barley in a Mediterranean climate region of Iran 氮肥施用量及灌溉策略对伊朗地中海气候区冬小麦和大麦环境保护及产量指标的影响
Pub Date : 2023-11-10 DOI: 10.2166/ws.2023.299
Sajad Amirhajloo, Mahdi Gheysari, Mohammad Shayannejad, Mehran Shirvani
Abstract Because of the excessive use of nitrogen fertilizers, most of the groundwater resources are contaminated in the upstream of the Zayandehrud basin. This study set out to investigate the effect of different levels of water and nitrogen on yield, soil nitrogen, as well as water productivity indices of winter wheat and barley. The experimental treatments were of three nitrogen levels: no nitrogen fertilizer (N0), 50 kg N ha−1 (N1), and 150 kg N ha−1 (N2), as well as two irrigation levels containing deficit irrigation (I1) and full irrigation (I2). Each treatment was repeated three times. Wheat yield for I2 was 5,640 kg ha−1 and for I1 was 3,720 kg ha−1. The yield for barley was 5,620 and 3,850 kg ha−1 for I1 and I2, respectively. The irrigation water productivity (WPi) was increased by 55% for wheat and 83% for barley under deficit irrigation level. We recommend the use of 50 kg ha−1 (instead of 150 kg ha−1), knowing that it reduces the yield and water productivity for wheat by 11.7 and 10.9%, and by 14.5 and 12.6% for barley, respectively. In contrast, the soil nitrogen residual for wheat and barley was reduced by 56.6 and 66.1%, respectively, thus greatly reducing the risk of contamination of groundwater resources.
由于氮肥的过量使用,扎扬德鲁德流域上游大部分地下水资源受到污染。本研究旨在探讨不同水氮水平对冬小麦和大麦产量、土壤氮素及水分生产力指标的影响。试验处理为不施氮肥(N0)、50 kg N ha−1 (N1)和150 kg N ha−1 (N2) 3个氮肥水平,亏缺灌溉(I1)和充分灌溉(I2) 2个灌溉水平。每次治疗重复3次。I2和I1的小麦产量分别为5640千克和3720千克。I1和I2的大麦产量分别为5620和3850 kg ha - 1。亏缺灌溉水平下,小麦和大麦的灌溉水生产力分别提高了55%和83%。我们建议使用50 kg ha - 1(而不是150 kg ha - 1),因为它会使小麦的产量和水分生产力分别降低11.7%和10.9%,大麦的产量和水分生产力分别降低14.5和12.6%。相比之下,小麦和大麦的土壤氮残留量分别减少了56.6%和66.1%,从而大大降低了地下水资源污染的风险。
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引用次数: 0
Fraction analysis of soil phosphorus and dissolved organic matter reveals the release potential of phosphorus and its influencing factors in the submerged area of the Sanhekou Reservoir, China 土壤磷和溶解有机质组分分析揭示了三河口水库淹没区土壤磷释放潜力及其影响因素
Pub Date : 2023-11-09 DOI: 10.2166/ws.2023.297
Zhengkui Ge, Shaojiang Luo, Qi Wang, Ming Li
Abstract Different forms of inorganic phosphorus in surface soils can be released into water or adsorbed into sediment in response to various environmental factors. Although the Sanhekou Reservoir is still under construction, the periodic wetting-drying events may result in the release of inorganic phosphorus from the soil into the water once it is completed. Therefore, this study aimed to investigate the background soil values and estimate the phosphorus release fluxes of the Puhe River, Wenshuihe River, and Jiaoxihe River of the reservoir. We would like to provide a theoretical basis for the subsequent management and ecological protection of the reservoir based on this study. The Chang–Jackson chemical continuous extraction method was used to determine the forms of inorganic phosphorus in the soil, and fluorescence data were obtained by excitation–emission matrix combined with parallel factor (EEM-PARAFAC). The results showed that there were four types of phosphorus in the soil of the reservoir, including calcium-bound phosphate, aluminium-bound phosphate, iron-bound phosphate, and occluded phosphate. The total quantities of these phosphorus types were measured to be 6.71 × 104, 1.14 × 104, 0.91 × 104, and 0.49 × 104t, respectively. Additionally, it was observed that there was 2.12 × 104 t of bioavailable phosphorus present in the soil.
表层土壤中不同形态的无机磷在不同环境因素的作用下会释放到水中或吸附到沉积物中。虽然三河口水库仍在建设中,但一旦建成,周期性的干湿事件可能导致土壤中的无机磷释放到水中。因此,本研究旨在研究库区浦河、文水河和焦西河的土壤背景值,并估算其磷释放通量。希望通过本研究为后续水库的管理和生态保护提供理论依据。采用Chang-Jackson化学连续萃取法测定土壤中无机磷的形态,采用激发-发射矩阵结合平行因子(EEM-PARAFAC)法获得荧光数据。结果表明,库区土壤中存在4种类型的磷,分别为钙结合型、铝结合型、铁结合型和闭塞型。各类型磷的总量分别为6.71 × 104、1.14 × 104、0.91 × 104和0.49 × 104t。此外,还观察到土壤中存在2.12 × 104 t的生物有效磷。
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引用次数: 0
Water resource utilization efficiency and driving factors in northern Anhui (China) based on the DEA-Malmquist model 基于DEA-Malmquist模型的皖北水资源利用效率及其驱动因素分析
Pub Date : 2023-11-09 DOI: 10.2166/ws.2023.298
Shuxin Han, Dun Fu, Tiantian Xu Xu, Qian Li, Mohd Hafiz Dzarfan Othman, Tonni Agustiono Kurniawan
Abstract Based on the DEA-Malmquist method, this study analyzes water resource utilization efficiency in six cities of the northern Anhui region. The input indicators covered per capita water resources, industrial water consumption, agricultural water consumption, domestic water consumption, fixed assets investment, and number of employees. The output indicator was per capita GDP of each city. The findings of the study revealed that only Huaibei achieved efficiency according to the DEA model, while the other cities in the northern Anhui region did not exhibit the same level of efficiency. The overall water resource utilization efficiency in the region was low, with significant variations among the cities (p ≤ 0.05; ANOVA test). The order of water resource utilization efficiency from high to low was Huaibei, Huainan, Bengbu, Bozhou, Suzhou, and Fuyang. An analysis of investment redundancy revealed that a large number of employees and an unreasonable water use structure were key factors that restricted the efficiency of water resource utilization in the region. The overall TFP index of water resource utilization efficiency in the region showed an upward trend, with a value of 1.02. By addressing them, decision-makers can work toward promoting sustainable economic development and effective water resource management in the region.
基于DEA-Malmquist方法,对皖北地区6个城市的水资源利用效率进行了分析。投入指标包括人均水资源、工业用水、农业用水、生活用水、固定资产投资、从业人员数量等。产出指标为各城市人均国内生产总值。研究结果表明,根据DEA模型,只有淮北达到了效率,而皖北地区其他城市没有达到相同的效率水平。区域水资源综合利用效率较低,各城市间差异显著(p≤0.05;方差分析测试)。水资源利用效率从高到低依次为淮北、淮南、蚌埠、亳州、苏州、阜阳。投资冗余分析表明,大量的员工和不合理的用水结构是制约该地区水资源利用效率的关键因素。水资源利用效率总体TFP指数呈上升趋势,值为1.02。通过解决这些问题,决策者可以努力促进该地区的可持续经济发展和有效的水资源管理。
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引用次数: 0
Optimizing crop production water footprints in the face of water scarcity: a combined experimental and simulation study of wheat in Zimbabwe 面对水资源短缺优化作物生产水足迹:津巴布韦小麦的实验和模拟联合研究
Pub Date : 2023-11-07 DOI: 10.2166/ws.2023.295
Simbarashe Govere, Justice Nyamangara, E. Z. Nyakatawa
Abstract The optimization of water footprints in crop production is critical, given that agroecosystems currently account for more than 70% of global freshwater use. To achieve this, crop growth models provide insights into the impact of various crop and irrigation management strategies on both crop productivity and water use. This study evaluated the capability of the AquaCrop model in simulating wheat yields, crop water use, and water footprints in the Middle-Manyame sub-Catchment, Zimbabwe. The model was calibrated and validated using experimental data collected from field experiments. Simulation experiments were conducted to assess the impact of early and late planting, drip and sprinkler irrigation techniques, and no mulch, organic mulch, and synthetic mulch options on the water footprint (WF). The AquaCrop model accurately simulated soil water content, crop water use, crop biomass, and grain yield. Simulation runs showed that early planting reduced WFblue and WFgreen by 25 and 4%, respectively. The lowest consumptive WF was observed with drip irrigation and synthetic mulching. The greatest decline in WFblue and WFgreen (52 and 11%) was simulated under early planting, using drip irrigation and synthetic mulching. Overall, the study highlights the importance of efficient crop and irrigation management practices to reduce water footprints in agroecosystems.
考虑到农业生态系统目前占全球淡水使用量的70%以上,优化作物生产中的水足迹至关重要。为了实现这一目标,作物生长模型提供了对各种作物和灌溉管理策略对作物生产力和水资源利用的影响的见解。本研究评估了AquaCrop模型在津巴布韦Middle-Manyame流域模拟小麦产量、作物水分利用和水足迹的能力。利用田间试验数据对模型进行了标定和验证。通过模拟试验,评估了早期和晚期种植、滴灌和喷灌技术、不覆盖、有机覆盖和合成覆盖对水足迹(WF)的影响。AquaCrop模型精确地模拟了土壤含水量、作物水分利用、作物生物量和粮食产量。模拟运行表明,早期播种可使WFblue和WFgreen分别减少25%和4%。滴灌和合成地膜对水分的消耗最低。采用滴灌和合成地膜的早期种植,WFblue和WFgreen下降幅度最大,分别为52%和11%。总体而言,该研究强调了有效的作物和灌溉管理措施对减少农业生态系统中的水足迹的重要性。
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引用次数: 0
Chemical composition of groundwater and its controlling factors in the Liuzhuang coal mine, Northern Anhui Province, China 皖北刘庄煤矿地下水化学成分及其控制因素
Pub Date : 2023-11-03 DOI: 10.2166/ws.2023.290
Qilin Jiang, Qimeng Liu, Yu Liu, Jingzhong Zhu, Huichan Chai, Kai Chen
Abstract Identification of the hydrochemical characteristics of the groundwater system in the mining area and the controlling factors of the water chemical components is necessary to protect groundwater resources. In this study, 80 sets of groundwater samples were collected from three aquifers of the Liuzhuang coal mine (Northern Anhui Province, China), and a total of eight indicators were selected for quantitative analysis of the chemical components of water. Conventional mathematical and statistical methods and Piper trilinear diagrams show that the cations in the groundwater samples of the mine area are mainly K+ + Na+ (92.4%), while the anions in the Cenozoic and Carboniferous aquifers are mainly Cl−, reaching 57.2 and 55.2%, respectively, and the anions in the Permian aquifer are mainly HCO3- (52.6%). Most of the water chemistry types are Cl-Na, HCO3-Na, and HCO3-Cl-Na. Analysis on the basis of Gibbs plot showed that the aquifer system in the mine area is primarily controlled by the water–rock interaction. The results of ion ratio analysis, principal component analysis, and cluster analysis showed that the dissolution of hydrochloric acid and alternate cation adsorption is more prominent in the Cenozoic and Carboniferous aquifers, while desulfurization is more significant in the Permian aquifer.
摘要识别矿区地下水系统的水化学特征及水化学成分的控制因素是保护地下水资源的必要条件。本研究选取了刘庄煤矿(中国皖北)3个含水层的80组地下水样本,共选取8个指标对水的化学成分进行了定量分析。常规数理统计方法和Piper三线性图表明,矿区地下水样品中阳离子主要为K+ + Na+(92.4%),新生代和石炭系含水层阴离子主要为Cl−,分别达到57.2和55.2%,二叠纪含水层阴离子主要为HCO3-(52.6%)。水化学类型主要为Cl-Na、HCO3-Na和HCO3-Cl-Na。基于Gibbs图的分析表明,矿区含水层系统主要受水岩相互作用的控制。离子比分析、主成分分析和聚类分析结果表明,新生代和石炭系含水层中盐酸溶解作用和阳离子交替吸附作用更为突出,二叠纪含水层中脱硫作用更为显著。
{"title":"Chemical composition of groundwater and its controlling factors in the Liuzhuang coal mine, Northern Anhui Province, China","authors":"Qilin Jiang, Qimeng Liu, Yu Liu, Jingzhong Zhu, Huichan Chai, Kai Chen","doi":"10.2166/ws.2023.290","DOIUrl":"https://doi.org/10.2166/ws.2023.290","url":null,"abstract":"Abstract Identification of the hydrochemical characteristics of the groundwater system in the mining area and the controlling factors of the water chemical components is necessary to protect groundwater resources. In this study, 80 sets of groundwater samples were collected from three aquifers of the Liuzhuang coal mine (Northern Anhui Province, China), and a total of eight indicators were selected for quantitative analysis of the chemical components of water. Conventional mathematical and statistical methods and Piper trilinear diagrams show that the cations in the groundwater samples of the mine area are mainly K+ + Na+ (92.4%), while the anions in the Cenozoic and Carboniferous aquifers are mainly Cl−, reaching 57.2 and 55.2%, respectively, and the anions in the Permian aquifer are mainly HCO3- (52.6%). Most of the water chemistry types are Cl-Na, HCO3-Na, and HCO3-Cl-Na. Analysis on the basis of Gibbs plot showed that the aquifer system in the mine area is primarily controlled by the water–rock interaction. The results of ion ratio analysis, principal component analysis, and cluster analysis showed that the dissolution of hydrochloric acid and alternate cation adsorption is more prominent in the Cenozoic and Carboniferous aquifers, while desulfurization is more significant in the Permian aquifer.","PeriodicalId":23573,"journal":{"name":"Water Science & Technology: Water Supply","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135821115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Water Science & Technology: Water Supply
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