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α-1,6-Linked Maltotriose-Based Biodegradable Platforms for Sustainable Mitigation of Water Contamination 基于α-1,6-连接麦芽糖的可生物降解平台可持续缓解水污染
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-24 DOI: 10.1002/clen.70067
Sanchari Sen, Alsha Subash, Balasubramanian Kandasubramanian

Pullulan, a highly regarded polysaccharide, exhibits remarkable adsorption efficiency and removal capacity, attributable to its unique physical and chemical characteristics. These include a highly flexible molecular backbone, a porous surface structure, and excellent water solubility. The inherent structural features of pullulan enable its manipulation into diverse configurations and sizes, thereby enhancing its efficacy in the removal of contaminants relative to other biopolymeric materials. This review provides an exhaustive examination of the adsorption capabilities of pullulan and its derivatives for the removal of various effluents. It presents a detailed and comparative analysis of pullulan alongside other biopolymers, explores the modification strategies employed to optimize pullulan for effluent remediation, and delves into the nature of various effluent systems, their associated toxicity, and the underlying mechanisms governing their removal. Furthermore, the review underscores the sustainability of pullulan, emphasizing its eco-friendly attributes and reinforcing its potential as a versatile and promising material for environmental remediation applications.

普鲁兰是一种备受推崇的多糖,由于其独特的物理和化学特性,具有显著的吸附效率和去除能力。这些包括高度灵活的分子骨架,多孔的表面结构和优异的水溶性。普鲁兰固有的结构特征使其能够操纵成不同的结构和大小,从而提高其去除污染物相对于其他生物聚合物材料的功效。本文综述了普鲁兰及其衍生物对各种废水的吸附能力的详尽研究。本文对普鲁兰和其他生物聚合物进行了详细的比较分析,探讨了用于优化普鲁兰污水修复的改性策略,并深入研究了各种污水系统的性质、相关毒性以及控制其去除的潜在机制。此外,综述还强调了普鲁兰的可持续性,强调了它的生态特性,并强调了它作为一种多功能和有前途的环境修复材料的潜力。
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引用次数: 0
Impact of Crop Residue Burning on Ambient PM2.5 and PM10 Dynamics in Jharkheda Village, Central India 作物残茬焚烧对印度中部Jharkheda村环境PM2.5和PM10动态的影响
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-24 DOI: 10.1002/clen.70065
Satish Bhagwatrao Aher, Tanwi Trushna, Dharma Raj, Subroto Nandi, Rajnarayan Tiwari

This study was conducted in Jharkheda village, located in the central Indian state of Madhya Pradesh, to assess the impact of crop residue burning (CRB) on ambient air particulate pollutant concentrations and dynamics. Ambient air concentrations of particulate matter, specifically PM2.5 and PM10, were continuously monitored using particulate samplers over a 58-day period from April 5, 2022 to June 1, 2022. PM10 concentrations were recorded twice a day, while PM2.5 was measured once daily. The data were categorized into three groups—pre-CRB, during-CRB, and post-CRB—and statistically analyzed to determine the significance of changes in mean concentrations. Results indicated a significant increase in both PM2.5 and PM10 levels during the CRB period, with mean concentrations rising by 25.8% and 25.6%, respectively, compared to pre-CRB levels. The daytime contribution to total PM10 was higher (55.1%) than that of the nighttime (44.9%) during the pre-CRB period. However, during the CRB period, the nighttime contribution to total PM10 increased significantly by 6.7%, suggesting that CRB activities were more prevalent during the night. This study provides crucial data that can inform policymakers and stakeholders, helping to develop more effective strategies for managing crop residue and improving air quality in the rural region.

本研究在印度中部中央邦的Jharkheda村进行,旨在评估作物秸秆焚烧对环境空气颗粒污染物浓度和动态的影响。在2022年4月5日至2022年6月1日的58天时间里,使用颗粒物采样器连续监测环境空气颗粒物浓度,特别是PM2.5和PM10。PM10浓度每天记录两次,PM2.5浓度每天测量一次。将数据分为crb前、crb期间和crb后三组,并进行统计分析,以确定平均浓度变化的显著性。结果表明,与CRB前相比,CRB期间PM2.5和PM10水平均显著增加,平均浓度分别上升25.8%和25.6%。在crb前期,白天对总PM10的贡献(55.1%)高于夜间(44.9%)。然而,在CRB期间,夜间对总PM10的贡献显著增加了6.7%,表明CRB活动在夜间更为普遍。这项研究提供了关键数据,可以为决策者和利益相关者提供信息,帮助制定更有效的战略来管理作物残留和改善农村地区的空气质量。
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引用次数: 0
Expanding CLEAN: Soil, Air, Water: A New Chapter in Environmental Science 扩大清洁:土壤,空气,水:环境科学的新篇章
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-20 DOI: 10.1002/clen.70068
April Rodd, Anna Kynadi
<p>After more than 50 years of publishing research in the environmental sciences, we are ready to launch the next chapter of <i>CLEAN: Soil, Air, Water</i>. Historically, the journal's scope has spanned a diverse range of topics, from remediation and soil quality to climate change and air pollution. However, the challenges that environmental research covers have expanded in the face of a rapidly changing world and, as such, this journal needs to change too; moving forward, <i>CLEAN: Soil, Air, Water</i> will expand its scope to cover the whole remit of environmental sciences. As such, we invite submissions in a wider range of topics, including Earth sciences, environmental health, ecotoxicology, environmental chemistry, sustainability, human–environment interactions, planetary health, and research on soil, water, and atmospheric sciences. With a broad multidisciplinary scope, <i>CLEAN</i> is now the place for fundamental and applied research that bridges research topics or addresses environmental problems in unique ways.</p><p>We are also taking a new, author-friendly approach to our manuscript evaluation process to better meet the needs of the environmental research community. We have noticed three aspects of rejection, all three of which we can now more effectively address. First, there are a multitude of articles rejected for not fitting within the scope of more specialized journals. With our broad scope, this journal can now be home to those manuscripts that fall into gaps between traditional research areas due to their interdisciplinary nature. By removing the strict division of research topics, <i>CLEAN</i> welcomes authors who are unsure of where to submit their environmental research. Another common reason for rejection is insufficient novelty or impact, which is a challenging critique, as this may be a fundamental aspect of the research study. However, we believe that even a confirmatory or regional work is of immense value, allowing authors to share data, contribute to the growth and development of their respective fields, and aid real-life applicability of research. While we are open to innovative work and encourage authors to emphasize their new findings, as we move forward, we will be publishing manuscripts with reproducible, scientifically sound research, and evidence-based analysis, with well-supported conclusions. Novelty of work will no longer be a limiting factor to what our authors can publish. Finally, quite a few research papers end up going through the cycle of rejection and resubmission for reasons that could be corrected on revision, thereby creating a burden for both reviewers and authors as each journal conducts its evaluation process. We at <i>CLEAN</i> are keen to help authors hone their manuscripts into publishable quality through revisions.</p><p>Working with the wider network of Wiley journals will also provide the opportunity to transfer manuscripts that have not been accepted by the original journal. This transfer
经过50多年的环境科学出版研究,我们准备推出《清洁:土壤、空气、水》的下一章。从历史上看,该杂志的范围涵盖了从修复和土壤质量到气候变化和空气污染的各种主题。然而,面对一个快速变化的世界,环境研究所涵盖的挑战已经扩大,因此,这本杂志也需要改变;展望未来,《清洁:土壤、空气、水》将扩大其范围,覆盖环境科学的整个领域。因此,我们邀请更广泛的主题提交,包括地球科学,环境健康,生态毒理学,环境化学,可持续性,人类与环境的相互作用,行星健康以及土壤,水和大气科学的研究。拥有广泛的多学科范围,CLEAN现在是基础和应用研究的地方,以独特的方式连接研究主题或解决环境问题。我们也正在采取一种新的、对作者友好的方法来评估我们的论文,以更好地满足环境研究界的需求。我们已经注意到拒绝的三个方面,我们现在可以更有效地处理这三个方面。首先,有大量的文章因为不适合更专业的期刊的范围而被拒绝。由于我们的范围很广,这本杂志现在可以成为那些由于跨学科性质而落在传统研究领域之间的手稿的家。通过取消严格的研究主题划分,CLEAN欢迎不确定在哪里提交其环境研究的作者。另一个被拒绝的常见原因是新颖性或影响力不足,这是一个具有挑战性的批评,因为这可能是研究的一个基本方面。然而,我们相信,即使是一项验证性或区域性的工作也具有巨大的价值,允许作者分享数据,为各自领域的成长和发展做出贡献,并有助于研究的实际适用性。虽然我们对创新工作持开放态度,并鼓励作者强调他们的新发现,但随着我们的前进,我们将发表具有可重复的、科学合理的研究和循证分析的手稿,并得出有充分支持的结论。作品的新颖性将不再是限制作者发表作品的因素。最后,相当多的研究论文因为可以在修订时纠正的原因而经历了拒绝和重新提交的循环,从而在每个期刊进行其评估过程时给审稿人和作者都带来了负担。我们CLEAN热衷于通过修订帮助作者将他们的手稿磨练成可出版的质量。与Wiley期刊更广泛的网络合作也将提供机会转移未被原始期刊接受的手稿。这一转移过程将稿件转移到CLEAN: Soil, Air, Water,以及任何同行评议报告,减轻了同行评议和论文重新提交的负担,也缩短了对其稿件作出决定的等待时间。我们前进的首要目标是为CLEAN的下一章提供一个研究和数据集的论坛,这些研究和数据集探索环境科学的关键方面,无论它们是显示直接影响还是作为未来研究的基石。为全球的作者和读者出版,我们相信这些文献可以为环境科学的多学科领域奠定坚实的基础。为了反映环境科学的范围和相互联系,CLEAN: Soil, Air, Water也将欢迎超出核心STEM领域并进入社会科学领域的环境科学论文。虽然所有的提交都应该以环境科学的一个方面为中心,但这是一项本质上跨学科的科学努力,与人类社会有着重要的联系和影响。欢迎和鼓励跨越多个研究领域探索环境主题的投稿,允许作者在我们的期刊上发表复杂和多学科的研究。为了鼓励这些投稿,并为这些稿件提供具体的指导,我们将扩大我们的研究文章类型列表。作为这一编辑倡议的第一部分,我们很高兴地宣布新的研究文章类型,教学与学习在行动。有了这种新的文章类型,我们正在寻找教育和教育学的研究,反映了环境科学教学的独特挑战和机遇。我们希望教育工作者能够分享他们的教学研究和数据,以支持他们在全球的同事。 无论教学和学习是高度本地化的,以允许学生以更个性化的方式联系,还是解决环境教育的一个基本方面,这项工作都可以用来增强我们不同读者的课程和教育体验。具体的文章要求和描述如下,也可以在期刊主页(https://onlinelibrary.wiley.com/page/journal/18630669/homepage/2047_forauthors.html):Teaching)的作者指南中找到。在行动中学习的文章应该关注环境科学的教学研究,包括以学生为中心的研究项目、教学研究、以及环境科学教学的新方法。这些文章应该有充分的数据支持,以环境科学为中心,符合教育学和教学领域的标准。对于以教育学为重点的文章(可能包括教学技术和实践、基于问题或实验的学习、课程开发以及环境科学教育的其他相关方面),应该对研究方法、发现和学习环境的背景有一个清晰的描述。对于发表以学生为中心的研究项目的手稿,论文中应描述该项目的教学部分以及对实验结果的描述和解释。我们还将考虑为教育用途而设计的实验或协议的文章,这些文章应清楚地描述教学目标,包括在课堂上使用具有代表性数据的示例,并包括所有学术背景(例如,需要哪些先决条件的知识和技能,如何将其整合到课程中,以及如何评估学生)。这些文章类型应符合作者指南中所述的全长研究文章的要求,并且都要经过严格的同行评审。也欢迎对这些主题的评论,并应作为标准评论文章提交。《清洁:土壤、空气、水》的编辑团队对我们进入更广泛的环境科学领域充满热情,并欢迎我们的新作者和读者。我们期待着加入新的研究团体,并为这一令人兴奋的科学领域做出贡献。作者声明无利益冲突。
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引用次数: 0
Disparities in Per- and Poly Fluoroalkyl Substances (PFAS) Tolerance and Life History Traits in Simocephalus serrulatus Populations 单氟和多氟烷基物质(PFAS)耐受性及生活史性状的差异
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-20 DOI: 10.1002/clen.70071
Jack D. Morehouse, Devin K. Jones, YounJeong Choi, Linda S. Lee, Jason T. Hoverman

Per- and poly fluoroalkyl substances (PFAS) are nearly ubiquitous contaminants in aquatic ecosystems, causing a litany of toxic effects. Moving forward, understanding the impact of toxic stress and its resulting evolutionary pressures will be crucial to determine how PFAS are altering ecosystems. We assessed the effects of three common PFAS, perfluorooctane sulfonic acid (PFOS), perfluorooctanoic acid (PFOA), and perfluorohexanesulfonic acid (PFHxS), on two populations of the daphnid Simocephalus serrulatus with different exposure histories. We found that sensitivity to PFOS and PFHxS differed in the two populations. In addition, we found base-line differences between the populations in development, body size, and reproduction. In particular, the population from the site with a legacy of PFAS exposure showed greater mortality during our chronic experiment. In addition to being the first study to report PFAS toxicity data for this cosmopolitan zooplankton species, these findings show the possible fitness costs associated with populations exposed to PFAS. These findings also highlight the need for considering species, and population-level differences in tolerance when evaluating the effects of PFAS on ecosystems.

全氟和多氟烷基物质(PFAS)是水生生态系统中几乎无处不在的污染物,造成一连串的毒性影响。展望未来,了解有毒压力的影响及其产生的进化压力对于确定PFAS如何改变生态系统至关重要。我们评估了三种常见的PFAS,全氟辛烷磺酸(PFOS),全氟辛酸(PFOA)和全氟己磺酸(PFHxS)对两个不同暴露史的水蚤Simocephalus serrulatus种群的影响。我们发现两个人群对全氟辛烷磺酸和PFHxS的敏感性不同。此外,我们还发现了种群之间在发育、体型和繁殖方面的基线差异。特别是,在我们的慢性实验中,来自PFAS遗留暴露地点的人群显示出更高的死亡率。除了首次报道这种世界性浮游动物物种的PFAS毒性数据外,这些研究结果还显示了暴露于PFAS的种群可能存在的适应性成本。这些发现还强调,在评估PFAS对生态系统的影响时,需要考虑物种和种群水平上的耐受性差异。
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引用次数: 0
Assessment of Pollutant Trends in a Perennial Kalpani Stream Mardan (Northern Pakistan) Using Multivariate Statistical Analysis 利用多元统计分析评价巴基斯坦北部Kalpani河常年水体污染物变化趋势
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-20 DOI: 10.1002/clen.70070
Muhammad Ali Askar, Imdad Ullah, Shams Ali Baig, Maryam Saad, Zia Ullah Khan, Marcelo Godoi, Farooq Ahmad

Surface water quality assessment is very important to establish a proper water quality surveillance database for better water resources management. This study was conducted to investigate the surface water quality status of Kalpani stream in District Mardan, northern Pakistan. For this purpose, various physicochemical and biological parameters were assessed during summer and winter seasons, like pH, turbidity, total dissolved solids (TDS), electrical conductivity (EC), chloride, calcium, total hardness, sulfate, nitrate, and E. coli bacteria. In addition, multivariate statistical analyses were performed, including one-way ANOVA, correlation matrix, and principal component analysis. Results revealed that lowest pH recorded in winter was 6.6 in the SP1 sampling point, and the highest was 8.2 in SP3, which showed alkaline characteristics throughout the study period at all three sites in both seasons. Water quality was relatively turbid in winter with a 2.02 NTU in SP1, possibly due to low water flow rate as compared to the summer. Also, NO3 and SO42− concentrations were high during winter, recorded at 74.49 and 105.15 mg/L at SP3, respectively as compared to summer. Dilution could be one of reasons for such variations during winter and summer. The E. coli ranges 240–2000 and 73–2450 CFU/100 mL during winter and summer seasons, respectively at SP3 demonstrated enormous microbial contamination from untreated sewage and agriculture runoff. The correlation matrix revealed various physicochemical parameter pairs during winter with positive correlations, and during summer a negative correlation. Findings suggested that proper surface water quality monitoring strategies and sewage treatment measures must be established.

地表水水质评价对建立适当的水质监测数据库,提高水资源管理水平具有重要意义。本研究调查了巴基斯坦北部马尔丹地区卡尔帕尼河的地表水水质状况。为此,在夏季和冬季评估了各种物理化学和生物参数,如pH值、浊度、总溶解固形物(TDS)、电导率(EC)、氯化物、钙、总硬度、硫酸盐、硝酸盐和大肠杆菌。此外,还进行了多元统计分析,包括单因素方差分析、相关矩阵分析和主成分分析。结果表明:3个样点冬季pH值在SP1采样点最低为6.6,在SP3采样点最高为8.2,且在两个季节均呈现碱性特征。冬季水质相对浑浊,SP1为2.02 NTU,可能与夏季相比水流流速较低有关。冬季NO3−和SO42−浓度较高,SP3下分别为74.49 mg/L和105.15 mg/L。稀释可能是冬季和夏季出现这种变化的原因之一。在冬季和夏季,大肠杆菌在SP3分别为240-2000和73-2450 CFU/100 mL,表明未经处理的污水和农业径流的微生物污染很大。相关矩阵显示,各理化参数对在冬季呈正相关,在夏季呈负相关。研究结果表明,必须制定适当的地表水水质监测策略和污水处理措施。
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引用次数: 0
Experimental and Theoretical Study on the Freshwater Productivity of a Single-Slope Solar Still 单斜面太阳能蒸馏器淡水产量的实验与理论研究
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-20 DOI: 10.1002/clen.70069
Volkan Tuğan, Erdem Işık, Mustafa İnallı

Converting saline water into freshwater using renewable energy resources is crucial to address global shortages of freshwater. This study aims to investigate the freshwater productivity of a single-slope solar still (SSS) operating with solar energy, one of the renewable energy sources. The main motivation of this study is to evaluate the experimental, theoretical, and economic performance of the solar still under climate conditions that have not been sufficiently studied before. Experimental analyses were conducted under the climatic conditions of Tunceli, a city located in the Eastern Anatolia Region of Türkiye. In addition, a comprehensive theoretical analysis was carried out using energy equations, and the experimental and theoretical results were compared with each other. Finally, the economic feasibility of the system was evaluated through a cost analysis. The SSS's experimental and theoretical productivity were found to be 1883.9 and 2458.7 g/m2/day, respectively. The experimental thermal efficiency for this still was 15.1%, whereas the theoretical thermal efficiency was 19.7%. It was concluded that the theoretical productivity and efficiency values were close to the experimental values and the difference between them originated from the assumptions of theoretical calculations. The cost of water distilled by the single-slope solar distillation unit was found to be $0.077/kg, and the payback period was found to be 9 months.

利用可再生能源将咸水转化为淡水对于解决全球淡水短缺问题至关重要。本研究旨在研究利用可再生能源之一太阳能运行的单坡太阳能蒸馏器(SSS)的淡水生产力。这项研究的主要动机是评估在气候条件下太阳能still的实验、理论和经济性能,这些条件以前没有得到充分的研究。实验分析是在Tunceli的气候条件下进行的,Tunceli是位于土耳其东安纳托利亚地区的一个城市。此外,利用能量方程进行了全面的理论分析,并将实验结果与理论结果进行了对比。最后,通过成本分析对系统的经济可行性进行了评价。SSS的实验和理论生产率分别为1883.9 g/m2/day和2458.7 g/m2/day。实验热效率为15.1%,理论热效率为19.7%。结果表明,理论生产率和效率值与实验值接近,两者之间的差异源于理论计算的假设。单坡太阳能蒸馏装置蒸馏水成本为0.077美元/公斤,投资回收期为9个月。
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引用次数: 0
The Impact of Treated and Untreated Wastewater on Soil Properties in Famagusta, Cyprus 处理和未处理废水对塞浦路斯法马古斯塔土壤性质的影响
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-18 DOI: 10.1002/clen.70056
Dawan Sherwan Mohammed Koy, Ndifreke Etuk Williams, Nur Pasaoglulari Aydinlik, Oluwasuyi Ayobami Oba

A random sample of soil from Famagusta, Cyprus, was used in the study to examine the effects of treated and untreated irrigation wastewater on the physicochemical parameters of the soil. Soil samples of various textures (sand, clay, and silt) were collected at a depth of 20 cm and mixed with treated (TWW) and untreated wastewater (UWW). Parameters, such as trace metals, pH, electrical conductivity (EC), cations, and anions, were analyzed for all samples. Pollution indices, such as geo-accumulation index (Igeo), enrichment factor (EF), and metal contamination index (MCI), were utilized to assess the level of soil pollution caused by irrigation wastewater. The results reveal that TWW and UWW were higher in trace metals than the background sample, whereas the results of pollution indices indicate geo-Igeo revealed the order Cu > Zn > Ni > Cr > Ti as heavily contaminated (3 < Igeo4) for Cu (UWW–SC), and EF shows a descending order of metal as Cu < Zn < Ni < Ti. For factor analysis, Al, Ti, Mn, Ni, Cu, Cr, and Zn had a higher factor loading (>0.5), implying that the concentration of the elements during wastewater treatment significantly affects quality, characteristics, and variability of the soils. The K-means cluster showed final cluster centers with Zn having the highest mean clusters of 0.41 and 2.02 for clusters 1 and 2, respectively. The result also indicated that there were positive (direct) and negative (inverse) relationships from covariance analysis. According to the study, reusing treated or untreated municipal wastewater for agricultural irrigation unquestionably improves the qualities of soil as a medium for the growth of living things.

该研究使用了塞浦路斯法马古斯塔的随机土壤样本,以检查处理过和未经处理的灌溉废水对土壤理化参数的影响。在20 cm深度处收集不同质地的土壤样品(砂、粘土和淤泥),并与处理过的废水(TWW)和未处理的废水(UWW)混合。所有样品的参数,如痕量金属,pH值,电导率(EC),阳离子和阴离子进行了分析。利用地积指数(Igeo)、富集系数(EF)和金属污染指数(MCI)等污染指标评价灌溉废水对土壤的污染程度。结果表明,TWW和UWW的痕量金属含量高于背景样品,而污染指数结果表明,geo-Igeo显示Cu (UWW - sc)重污染顺序为Cu >; Zn > Ni > Cr > Ti (3 < Igeo4), EF显示金属含量递减顺序为Cu <; Zn < Ni < Ti。因子分析显示,Al、Ti、Mn、Ni、Cu、Cr和Zn具有较高的因子负荷(>0.5),表明废水处理过程中这些元素的浓度显著影响土壤的质量、特征和变异性。K-means聚类显示最终聚类中心,聚类1和2的平均聚类Zn最高,分别为0.41和2.02。协方差分析结果还表明,两者之间存在正(正)、负(反)关系。根据这项研究,将处理过或未经处理的城市污水重新用于农业灌溉,无疑会改善土壤的质量,使其成为生物生长的介质。
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引用次数: 0
Water Quality Source Apportionment of Qingyi River Based on the APCS-MLR Model Optimized by Random Forest 基于随机森林优化APCS-MLR模型的青衣河水质水源分配
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-14 DOI: 10.1002/clen.70057
Kai Su, Dan Zhu, Juan Zhou, Xing Zhang, Ruiqian Liu

The accurate apportionment of pollution sources is crucial for effective river water quality management. In this study, we analyzed the water quality status of Qingyi River and identified and quantified potential sources affecting water quality changes. Although the APCS-MLR model is widely used for source apportionment, its high sensitivity to outliers and reliance on linear assumptions limit its accuracy in rivers with unstable water quality dynamics, often resulting in a high proportion of unidentified sources. To address this gap, this study introduces an approach that integrates the feature importance of random forest (RF) to optimize the APCS-MLR model, enhancing its ability to capture nonlinear relationships, handle outliers, and improve source quantification. This approach was applied to the Qingyi River, which has good overall water quality but exhibits spatial variability and instability in some parameters. The results demonstrated the validity of our method: the coefficient of determination (R2) of the optimized model increased from 0.617 to 0.695, indicating a superior goodness-of-fit. Concurrently, the average contribution rate of unidentified sources decreased from 38.54% to 16.97%, confirming the model's enhanced ability to resolve pollution sources. The final apportionment ranked the sources as industrial sewage (48.73%), natural factors (17.69%), unidentified sources (16.97%), agricultural runoff (10.06%), and landfill leachate (6.55%). These findings provide a more reliable basis for crafting targeted protection strategies for the Qingyi River. Meanwhile, this study offers a novel and insightful methodology for advancing source apportionment techniques in the field of water environment research.

污染源的准确分配是有效管理河流水质的关键。本研究分析了青衣河水质现状,并对影响水质变化的潜在来源进行了识别和量化。尽管APCS-MLR模型被广泛用于水源分配,但其对异常值的高敏感性和对线性假设的依赖限制了其在水质动态不稳定的河流中的准确性,往往导致不明水源的比例很高。为了解决这一差距,本研究引入了一种集成随机森林(RF)特征重要性的方法来优化APCS-MLR模型,增强其捕获非线性关系、处理异常值和改进源量化的能力。该方法应用于总体水质较好的青衣河,但在某些参数上存在空间变异性和不稳定性。结果证明了方法的有效性:优化模型的决定系数(R2)由0.617提高到0.695,表明拟合优度较好。同时,未确定污染源的平均贡献率从38.54%下降到16.97%,表明模型对污染源的分辨能力增强。最终划分为工业污水(48.73%)、自然因素(17.69%)、不明来源(16.97%)、农业径流(10.06%)和垃圾渗滤液(6.55%)。这些发现为制定有针对性的青衣河保护策略提供了更可靠的依据。同时,本研究为水环境研究领域的水源分配技术的发展提供了一种新颖而有见地的方法。
{"title":"Water Quality Source Apportionment of Qingyi River Based on the APCS-MLR Model Optimized by Random Forest","authors":"Kai Su,&nbsp;Dan Zhu,&nbsp;Juan Zhou,&nbsp;Xing Zhang,&nbsp;Ruiqian Liu","doi":"10.1002/clen.70057","DOIUrl":"https://doi.org/10.1002/clen.70057","url":null,"abstract":"<div>\u0000 \u0000 <p>The accurate apportionment of pollution sources is crucial for effective river water quality management. In this study, we analyzed the water quality status of Qingyi River and identified and quantified potential sources affecting water quality changes. Although the APCS-MLR model is widely used for source apportionment, its high sensitivity to outliers and reliance on linear assumptions limit its accuracy in rivers with unstable water quality dynamics, often resulting in a high proportion of unidentified sources. To address this gap, this study introduces an approach that integrates the feature importance of random forest (RF) to optimize the APCS-MLR model, enhancing its ability to capture nonlinear relationships, handle outliers, and improve source quantification. This approach was applied to the Qingyi River, which has good overall water quality but exhibits spatial variability and instability in some parameters. The results demonstrated the validity of our method: the coefficient of determination (<i>R</i><sup>2</sup>) of the optimized model increased from 0.617 to 0.695, indicating a superior goodness-of-fit. Concurrently, the average contribution rate of unidentified sources decreased from 38.54% to 16.97%, confirming the model's enhanced ability to resolve pollution sources. The final apportionment ranked the sources as industrial sewage (48.73%), natural factors (17.69%), unidentified sources (16.97%), agricultural runoff (10.06%), and landfill leachate (6.55%). These findings provide a more reliable basis for crafting targeted protection strategies for the Qingyi River. Meanwhile, this study offers a novel and insightful methodology for advancing source apportionment techniques in the field of water environment research.</p>\u0000 </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"53 11","pages":""},"PeriodicalIF":1.4,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145500869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Studies on the Development of Adsorbents From Bituminous Coal by Acid Activation at Low Temperatures for the Removal of Phenol From Wastewater 低温酸活化烟煤吸附剂脱除废水中苯酚的研究
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-14 DOI: 10.1002/clen.70061
Candan Eryilmaz, Ayten Genc

In this study, bituminous coal was activated with sulfuric acid (H2SO4) under relatively low temperatures (30°C–60°C), yielding an adsorbent material referred to as chemically activated carbon (CAC). Additionally, another adsorbent material, referred to as physically activated carbon (PAC), was prepared from the same coal through steam activation at 800°C. The physicochemical properties of both adsorbents were examined using scanning electron microscopy (SEM), Fourier transform infrared spectroscopy (FT-IR) and Brunauer–Emmett–Teller (BET) analysis. The results showed that H2SO4 activation at low temperature did not markedly increase surface area but significantly changed pore structures and surface functional groups. Although CAC exhibited a lower surface area than PAC, its phenol adsorption performance was notably high. In batch adsorption experiments, the removal efficiencies of bituminous coal, CAC and PAC were 7%, 80.3%, and 99.2%, respectively. FT-IR analysis indicated that hydrogen bonds between phenol molecules and surface functional groups were effective in the adsorption. Kinetic studies revealed that phenol adsorption onto CAC followed a pseudo-second-order kinetic model, implying that adsorption rate is controlled by chemical interaction between phenol molecules and active sites on the CAC surface, rather than mass transfer or diffusion. Moreover, CAC was reusable and maintained over 88% phenol removal efficiency up to the third cycle. Overall, low temperature acid activation procedure can be considered an energy-efficient method for developing an adsorbent that provides high phenol removal from bituminous coal and can be a practical alternative to conventional high temperature steam activation. However, further optimization is required to match the performance of physical activation.

在本研究中,烟煤在相对较低的温度(30°C - 60°C)下用硫酸(H2SO4)活化,得到一种被称为化学活性炭(CAC)的吸附材料。此外,另一种吸附剂材料,称为物理活性炭(PAC),由相同的煤在800°C的蒸汽活化制备。采用扫描电镜(SEM)、傅里叶变换红外光谱(FT-IR)和布鲁诺尔-埃米特-泰勒(BET)分析对两种吸附剂的物理化学性质进行了表征。结果表明,H2SO4在低温下活化并没有显著增加比表面积,但显著改变了孔隙结构和表面官能团。虽然CAC的比表面积比PAC小,但其对苯酚的吸附性能明显较高。在间歇吸附实验中,烟煤、CAC和PAC的去除率分别为7%、80.3%和99.2%。傅里叶变换红外光谱分析表明,苯酚分子与表面官能团之间的氢键是有效的吸附基团。动力学研究表明,苯酚在CAC表面的吸附遵循准二级动力学模型,表明吸附速率受苯酚分子与CAC表面活性位点的化学相互作用控制,而不是由传质或扩散控制。此外,活性炭可重复使用,到第三个循环仍保持88%以上的苯酚去除率。总的来说,低温酸活化过程可以被认为是一种高效节能的方法,用于开发一种吸附剂,该吸附剂可以从烟煤中去除高酚,并且可以替代传统的高温蒸汽活化。但是,需要进一步优化以匹配物理激活的性能。
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引用次数: 0
Issue Information: Clean Soil Air Water. 10/2025 发行信息:清洁土壤空气水。10/2025
IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-14 DOI: 10.1002/clen.70062
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引用次数: 0
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Clean-soil Air Water
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