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Correction: Sustainable management of near‑field blast‑induced ground vibration for elevating limestone extraction potential in Indian mines‑ A case study. 修正:提高印度矿山石灰石开采潜力的近场爆炸诱发地面振动的可持续管理——一个案例研究。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-03 DOI: 10.1007/s10653-025-02962-3
Aditya Rana, Arvind Kumar Gond, Saikat Banerjee, Deepak Kumar Tiwari, C Sawmliana
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引用次数: 0
Moisture regulation induced nitrite-mediated Fe(II) oxidation for cadmium immobilization in paddy soils. 水分调节诱导亚硝酸盐介导的Fe(II)氧化对水稻土中镉的固定化作用。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-27 DOI: 10.1007/s10653-025-02936-5
Chong-Jian Tang, Yuan Su, Yalan Ma, Huize Guan, Wenming Wang, Zhi-Hui Yang, Ke Zhai, Fan Feng, Xi Tang

Cadmium (Cd) contamination in paddy soils poses significant risks to human health and food security, while traditional remediation methods may cause secondary pollution through external amendments. Nitrite oxidized Fe(II) to lepidocrocite and goethite, which immobilized Cd through adsorption and structural incorporation, effectively decreasing Cd mobility. Building on this mechanistic insight, a moisture regulation strategy was applied to enhance nitrite accumulation in paddy soil, and its role in Fe(II) oxidation for Cd immobilization was investigated. Metagenomic analysis identified nitrogen transformation pathways, showing that nitrite accumulation was limited by a higher abundance of ammonia-oxidizing bacteria (AOB, 19.2%) compared to nitrite-oxidizing bacteria (NOB, 11.7%), and predominance of nitrite consumption pathways. Maintaining 50% soil moisture selectively enhanced AOB activity while suppressing NOB, resulting in nitrite accumulation up to 9.56 mg/kg after 90 days incubation, reducing bioavailable Cd from 35 to 16% and increasing residual Cd from 7 to 48%. This study is original in integrating moisture regulation with microbial nitrogen cycling to enhance nitrite accumulation, thereby promoting Fe(II) oxidation and Cd immobilization. It provides a sustainable and chemical-free strategy for Cd management in paddy soils.

水稻土镉污染对人类健康和粮食安全构成重大威胁,而传统的修复方法可能通过外部修正造成二次污染。亚硝酸盐将Fe(II)氧化为绢云母和针铁矿,通过吸附和结构结合固定Cd,有效降低Cd的迁移率。在此基础上,采用水分调节策略促进水稻土中亚硝酸盐的积累,并研究了其在Fe(II)氧化固定化Cd中的作用。宏基因组分析发现,亚硝酸盐的积累受到氨氧化菌(AOB, 19.2%)丰度高于亚硝酸盐氧化菌(NOB, 11.7%)和亚硝酸盐消耗途径优势的限制。保持50%的土壤水分选择性地增强了AOB活性,同时抑制了NOB,培养90天后亚硝酸盐积累量高达9.56 mg/kg,生物有效Cd从35%降低到16%,残留Cd从7%增加到48%。本研究首次将水分调节与微生物氮循环结合起来,促进亚硝酸盐积累,从而促进Fe(II)氧化和Cd的固定。为水稻土镉的可持续治理提供了一种无化学处理策略。
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引用次数: 0
Source-specific health risks of metallic elements in road dust from coal mining affected urban areas using an integrated PMF-HHR-Monte Carlo framework. 利用pmf - hr -蒙特卡洛综合框架,煤矿开采道路粉尘中金属元素的特定来源健康风险影响到城市地区。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-26 DOI: 10.1007/s10653-025-02960-5
Prasenjeet Chakraborty, Pragnyadipta Sen, Aditya Peketi, Subhashree Mishra, Paromita Chakraborty, Jyoti Kumari, Ajoy Kumar Bhaumik, Bodhisatwa Hazra

Metallic element (ME) contamination in urban road dust poses critical environmental and health challenges, particularly in Dhanbad, eastern India, representing one of the most intensively coal-mining-impacted urban regions in India, with over 112 active and abandoned mines, extensive overburden dumps, and widespread coal transportation corridors. This study systematically analyzed 44 composite road dust samples to quantify multiple MEs. Spatial interpolations, various geochemical indices, integrated Positive Matrix Factorization (PMF)- human health risk (HHR) framework based on Monte Carlo simulation was applied to comprehend the risk assessment. Excluding Al, all MEs exceeded their background value. Geochemical indices revealed moderate to very high contamination levels, particularly from Cd, As, and Cr. Spatial interpolation maps highlighted that coal mining zones, overburden dumps, and traffic-dense corridors, were the most polluted sites, prevailing in the central and NW-SE directions. Four major source factors of pollution were identified as mixed sources (F1), coal mining operations (F2), automotive and industrial emissions (F3), and lithogenic/overburden rock (F4). Multivariate statistical analyses further corroborated the findings of PMF. The integrated PMF-HHR framework, coupled with Monte Carlo simulation, revealed substantial non-carcinogenic (NCR) and carcinogenic risks (CR) for both adults and children. F2 followed by F3 were the predominant contributors to human health risks. Overall, the integrated PMF-HHR framework effectively linked source contributions to quantified health outcomes, providing a reliable tool for source-oriented risk management and mitigation in coal mining-affected urban environments.

城市道路粉尘中的金属元素污染构成了严峻的环境和健康挑战,特别是在印度东部的丹巴德,这是印度受煤炭开采影响最严重的城市地区之一,拥有超过112个活跃和废弃的矿山,广泛的覆盖层垃圾场和广泛的煤炭运输走廊。本研究系统分析了44份复合道路粉尘样本,量化了多个MEs。采用空间插值法、各种地球化学指标、基于蒙特卡罗模拟的正矩阵分解-人体健康风险综合框架进行风险评价。除ai外,所有MEs均超过其背景值。地球化学指标显示镉、砷和铬的污染程度为中等至非常高。空间插值图突出显示,中部和西北-东南方向的煤矿区、覆盖层堆积场和交通密集走廊是污染最严重的地点。确定了4个主要污染源:混合污染源(F1)、煤炭开采作业(F2)、汽车和工业排放(F3)和岩性/覆岩(F4)。多元统计分析进一步证实了PMF的发现。综合PMF-HHR框架,结合蒙特卡罗模拟,揭示了成人和儿童的大量非致癌风险(NCR)和致癌风险(CR)。F2和F3是造成人类健康风险的主要因素。总体而言,综合PMF-HHR框架有效地将来源贡献与量化的健康结果联系起来,为受煤炭开采影响的城市环境中面向来源的风险管理和缓解提供了可靠的工具。
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引用次数: 0
Geochemical signature and genesis of heavy metals in soils and sediments from a typical pyrite mining area in Southwestern China. 西南典型黄铁矿矿区土壤和沉积物重金属地球化学特征及成因
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-26 DOI: 10.1007/s10653-025-02938-3
Kai Zhao, Zeming Shi, Yinghai Zhu, Yixin Li, Qi Liu, Qiuyu Huang, Xiaohan Liu

As a region with a naturally high geochemical background, Southwestern China is subjected to intense anthropogenic perturbations from industrial, mining, and agricultural activities, posing significant ecological risks. To identify the characteristics and sources of heavy metal (HM) pollution in this complex environment, this study employed an integrated methodology including geochemical analysis, GIS-based mapping, Pearson correlation matrix (PCM), principal component analysis (PCA), geo-accumulation index (Igeo), potential ecological risk index (RI), 210Pb dating, and dynamic leaching experiments in a pyrite mining-affected area. Results showed that Cd, Hg, Ni, Cu and Zn concentrations in soils and sediments exceeded Sichuan regional background values, with Cd being the most severe contaminant at up to 12.71- and 14.30-fold background levels, respectively. PCM and PCA revealed that Cd, Hg, Pb and As were primarily from anthropogenic sources. Spatially, Cd, Pb, and Hg were highly enriched in the eastern, central, and middle-lower river areas, while elevated levels of Ni, Cu, Zn and Cr were mainly found in the western area. Igeo and RI assessments identified considerable ecological risk, primarily from Cd and Hg. 210Pb dating showed relatively low HM levels before 1989, a gradual increase from 1989 to 2009, followed by a fluctuating decline. Dynamic leaching tests demonstrated high Cd mobility in both soils and pyrite tailings, and its release was controlled by interfacial and internal diffusion as well as surface reactions. This integrated approach shows that effective pollution control in high-background regions requires coordinated management of both legacy contamination and ongoing anthropogenic emissions.

西南地区作为一个天然高地球化学背景的地区,受到强烈的工业、采矿和农业活动的人为扰动,具有重大的生态风险。为了识别该复杂环境中重金属污染的特征和来源,本研究采用了地球化学分析、gis制图、Pearson相关矩阵(PCM)、主成分分析(PCA)、地质堆积指数(Igeo)、潜在生态风险指数(RI)、210Pb测年和动态浸出试验等综合方法。结果表明,土壤和沉积物中Cd、Hg、Ni、Cu和Zn的浓度均超过了四川区域背景值,其中Cd的污染最为严重,分别达到了背景值的12.71倍和14.30倍。PCM和PCA分析表明,Cd、Hg、Pb和As主要来源于人为活动。从空间上看,Cd、Pb、Hg富集在东部、中部和中下游地区,Ni、Cu、Zn、Cr富集在西部地区。Igeo和RI评估确定了相当大的生态风险,主要来自Cd和Hg。210Pb测年显示1989年之前HM水平相对较低,1989年至2009年逐渐上升,随后波动下降。动态浸出试验表明,镉在土壤和黄铁矿尾矿中均具有较高的迁移率,其释放受界面扩散和内部扩散以及表面反应控制。这种综合方法表明,在高本底地区有效控制污染需要对遗留污染和持续的人为排放进行协调管理。
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引用次数: 0
Integrated biomarker responses and multivariate assessment of polyethylene microplastics toxicity in the endemic freshwater fish Tor putitora. 聚乙二醇微塑料毒性对特有淡水鱼的综合生物标志物反应和多变量评估。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-26 DOI: 10.1007/s10653-025-02963-2
Rehan Ullah, Shehzad Ghayyur, Shams Ul Samad, Sardar Maria Arshad, Shahryar Ghayyur, Rasool Shah, Sawera Arif

Microplastics (MPs) in freshwater environments are a significant ecological threat; however, their toxicological impact on endemic fish species is not well documented. This study aimed to assess the hazardous effects of polyethylene microplastics (PE-MPs) on endemic freshwater fish Tor putitora through a comprehensive assessment of integrated biomarkers. Fingerlings of T. putitora were exposed to PE-MPs at concentrations of 0, 0.1, 1, and 10 mg/L for 15 and 30 days. The findings revealed significant changes in hemato-biochemical, antioxidant, immunological, and neurotoxic biomarkers in fish exposed to PE-MPs, which varied with time and dosage. There was a notable (p < 0.05) reduction in red blood cells, hemoglobin, hematocrit, and platelet counts, whereas total leukocyte counts significantly (p < 0.05) increased in fish subjected to PE-MPs. Moreover, the levels of total protein, triglycerides, Fe2+, Na+, and Cl⁻ were reduced, whereas glucose, urea, creatinine, Ca2+, K+, and liver enzymes (aspartate aminotransferase, alanine aminotransferase, alkaline phosphatase, and lactate dehydrogenase) were increased in the treated groups. The increase in cortisol and thyroid stimulating hormone levels, coupled with a decline in tri-iodothyronine, thyroxine and insulin levels, suggests that PE-MPs caused stress in fish. Oxidative stress induced by PE-MPs was demonstrated by decreased catalase, superoxide dismutase, elevated malondialdehyde and glutathione activities in both gill and liver tissues. The immunological response in fish exposed to PE-MPs is enhanced through the induction of nitric oxide, respiratory burst, and lysozyme activity. Additionally, exposure to PE-MPs reduced acetylcholinesterase activity, underscoring the neurotoxic effects associated with PE-MPs. Correlation matrix and principal component analyses were employed to explore inter-biomarker relationships and to visualize treatment-specific clustering of responses. The findings indicate that particulate plastic pollution exerts harmful effects on fish, which may subsequently impact human health through the food chain. Future work should aim to enhance plastic waste control and strengthen pollution regulations in freshwater systems, particularly those supporting endemic fish species. Research should examine long-term effects of MPs and interactions with other pollutants like heavy metals and pharmaceuticals using omics tools and field studies.

淡水环境中的微塑料(MPs)是一个重大的生态威胁;然而,它们对地方性鱼类的毒理学影响并没有很好的文献记载。本研究旨在通过综合生物标志物的综合评估,评估聚乙烯微塑料(PE-MPs)对特有淡水鱼putitora的危害效应。分别以0、0.1、1和10 mg/L浓度的PE-MPs对褐皮金斑鱼鱼种进行15和30 d的处理。研究结果显示,暴露于PE-MPs的鱼的血液生化、抗氧化、免疫和神经毒性生物标志物发生了显著变化,这些变化随时间和剂量的变化而变化。(2+, Na+, Cl毒血症减少,而葡萄糖,尿素,肌酐,Ca2+, K+和肝酶(天冬氨酸转氨酶,丙氨酸转氨酶,碱性磷酸酶和乳酸脱氢酶)在治疗组中增加。皮质醇和促甲状腺激素水平的增加,加上三碘甲状腺原氨酸、甲状腺素和胰岛素水平的下降,表明PE-MPs引起了鱼类的压力。PE-MPs诱导的氧化应激表现为鳃和肝组织过氧化氢酶、超氧化物歧化酶降低、丙二醛和谷胱甘肽活性升高。暴露于PE-MPs的鱼的免疫反应通过诱导一氧化氮、呼吸爆发和溶菌酶活性而增强。此外,暴露于PE-MPs降低了乙酰胆碱酯酶活性,强调了与PE-MPs相关的神经毒性作用。使用相关矩阵和主成分分析来探索生物标志物之间的关系,并可视化治疗特异性反应的聚类。研究结果表明,塑料微粒污染会对鱼类产生有害影响,进而可能通过食物链影响人类健康。今后的工作应旨在加强塑料废物控制和加强淡水系统,特别是支持特有鱼类的淡水系统的污染管制。研究应该使用组学工具和实地研究来检查MPs的长期影响以及与重金属和药物等其他污染物的相互作用。
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引用次数: 0
Atmospheric and health impact of fine particulate-bound organic pollutant: a probabilistic carcinogenic risk assessment with sensitivity analysis. 细颗粒物结合的有机污染物对大气和健康的影响:一种带有敏感性分析的概率致癌风险评估。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-24 DOI: 10.1007/s10653-025-02940-9
Pratibha Vishwakarma, Shivam Singh, Tarun Gupta

In recent years, India has witnessed an alarming rise in air pollution levels, raising growing concerns among health and environmental experts. This study evaluates the inhalation cancer risk associated with fine particulate matter (PM2.5) bound polycyclic aromatic hydrocarbons (PAHs) in two rapidly developing yet under-monitored regions of India. Ambient air samples were analyzed for 16 priority PAHs, and the carcinogenic risk was assessed using Incremental Lifetime Cancer Risk (ILCR) estimates through Monte Carlo simulations for both adults and children. The results indicated season and site-specific variations in PAH concentrations, with winter months showing higher cumulative BaP equivalent (BaPeq) levels. Adults consistently exhibited higher ILCR values than children, exceeding the acceptable risk threshold of 1 × 10-6 in several scenarios.Global sensitivity analysis using the Sobol' method revealed that BaPeq concentration, exposure duration, and body weight were the most influential parameters affecting ILCR outcomes. Statistical validation using ANOVA and Tukey's post-hoc test confirmed significant seasonal and demographic variability. These findings emphasize the need for refined toxicity values and exposure inputs to improve human health risk assessments in India. This work combines field monitoring, probabilistic modelling, and uncertainty-based analysis to support evidence-driven air quality management, aligning with the goals of India's clean air strategies.

近年来,印度的空气污染水平出现了惊人的上升,这引起了健康和环境专家越来越多的关注。本研究评估了印度两个快速发展但监测不足的地区与细颗粒物(PM2.5)结合的多环芳烃(PAHs)相关的吸入性癌症风险。分析了环境空气样本中16种优先的多环芳烃,并通过蒙特卡罗模拟使用增量终身癌症风险(ILCR)估计对成人和儿童进行了致癌风险评估。结果表明,多环芳烃浓度在季节和地点上存在差异,冬季表现出较高的累积BaP当量(BaPeq)水平。成人的ILCR值始终高于儿童,在一些情况下超过了1 × 10-6的可接受风险阈值。使用Sobol方法进行的全局敏感性分析显示,BaPeq浓度、暴露时间和体重是影响ILCR结果的最重要参数。采用方差分析和Tukey事后检验的统计验证证实了显著的季节性和人口统计学差异。这些研究结果强调需要改进毒性值和接触投入,以改进印度的人类健康风险评估。这项工作结合了现场监测、概率建模和基于不确定性的分析,以支持循证驱动的空气质量管理,与印度清洁空气战略的目标保持一致。
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引用次数: 0
Polycyclic aromatic hydrocarbons in surface sediments of Lingshui County lagoons: distribution, source analysis, and ecological risk assessment. 陵水县泻湖表层沉积物中多环芳烃分布、来源分析及生态风险评价
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-24 DOI: 10.1007/s10653-025-02954-3
Bingxin Zhong, Zhifu Wang, Baijuan Yang, Weihua Feng, Nina Ma, Baoxing Huang, Hengtao Xu, Duian Lv

The Lingshui County lagoons represent Hainan's first marine special conservation area, yet little is known about the distribution and source characteristics of PAHs in their surface sediments. This study employed principal component analysis, PMF, and MERM-Q modeling to determine the distribution, sources, and potential ecological risks of PAHs in Lingshui Lagoon's surface sediments. The data indicate: (1) Spring PAH concentrations in the study area ranged from 18.12 to 111.30 ng/g (dry weight), with a mean concentration of 60.83 ng/g. Hexacyclic PAHs accounted for the highest proportion (52.43%), followed by tetracyclic PAHs (21.04%). (2) PMF model analysis revealed that PAHs in the lagoon primarily originate from fossil fuel and biomass combustion. (3) The PAH concentrations in the lagoon's surface sediments indicate moderate to low pollution levels, with relatively minimal potential ecological risk. These findings provide a reference for identifying PAH sources in Lingshui Lagoon's surface sediments and establish a scientific foundation for improving the lagoon's environmental quality.

陵水县泻湖是海南第一个海洋特别保护区,但对其表层沉积物中多环芳烃的分布和来源特征知之甚少。本研究采用主成分分析、PMF和MERM-Q模型对陵水湖表层沉积物中多环芳烃的分布、来源和潜在生态风险进行了分析。结果表明:(1)研究区春季多环芳烃浓度范围为18.12 ~ 111.30 ng/g(干重),平均浓度为60.83 ng/g;六环PAHs占比最高(52.43%),其次是四环PAHs(21.04%)。(2) PMF模型分析表明,环礁湖中多环芳烃主要来源于化石燃料和生物质燃烧。(3)环礁湖表层沉积物中多环芳烃(PAH)浓度为中~低污染水平,潜在生态风险相对较小。研究结果可为陵水湖表层沉积物中多环芳烃来源的识别提供参考,为改善陵水湖环境质量奠定科学基础。
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引用次数: 0
Arsenic species exposure and urinary metabolic profiling in children and elderly residents near a petrochemical complex in Taiwan. 台湾某石化厂附近儿童与老人砷暴露与尿代谢分析。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-23 DOI: 10.1007/s10653-025-02942-7
Tzu-Hsuen Yuan, Yi-Ting Hsieh, Chi-Hsin Chen, Chia-Yu Chang, Chang-Chuan Chan

The petrochemical industry is one of the main anthropogenic sources arsenic exposure. However, there is a lack of studies focusing on inorganic arsenic species and their impact on metabolites. Therefore, the purpose of this study was to investigate the exposure of arsenic species in the urine of residents living near a petrochemical industrial area in central Taiwan to determine whether it is associated with changes in metabolites. We recruited 81 children and 79 elderly residents living near a petrochemical complex in central Taiwan. Study subjects completed questionnaire survey and urine sample were collected to detect four arsenic species by HPLC-ICPMS and metabolites by GCxGC-TOFMS. Compared to the low exposure group, the children had significantly higher concentrations of all arsenic species, while the elderly had only significantly higher concentrations of inorganic arsenic in high exposure group. Specifically, children in the high-exposure area showed about 20-fold higher As3⁺ and tenfold higher As5⁺ concentrations, whereas elderly participants had 1.4-fold higher total arsenic levels. Moreover, high exposure groups performed significantly worse on various arsenic methylation indicators, especially in children. Further, we identified down-regulation of several inorganic arsenic-related methylation pathway metabolites and also found up-regulation of some metabolites of oxidative stress caused related to inorganic arsenic. We concluded that petrochemical industry may contribute to higher inorganic arsenic exposure related to worse arsenic detoxification ability and higher oxidative stress to residents nearby.

石化工业是砷暴露的主要人为来源之一。然而,缺乏对无机砷种类及其对代谢物影响的研究。因此,本研究的目的是调查台湾中部某石化工业区附近居民尿液中砷的暴露情况,以确定其是否与代谢物的变化有关。我们招募了住在台湾中部一个石化工厂附近的81名儿童和79名老人。研究对象完成问卷调查,采集尿液,采用HPLC-ICPMS检测4种砷,采用GCxGC-TOFMS检测代谢物。与低暴露组相比,儿童的所有砷种浓度均显著高于低暴露组,而高暴露组中老年人的无机砷浓度仅显著高于低暴露组。具体来说,高暴露区儿童的As3 +浓度高出20倍,As5 +浓度高出10倍,而老年人的总砷水平高出1.4倍。此外,高暴露组在各种砷甲基化指标上的表现明显较差,特别是在儿童中。此外,我们还发现了几种无机砷相关甲基化途径代谢物的下调,以及无机砷引起的氧化应激相关代谢物的上调。研究认为,石化工业可能导致附近居民无机砷暴露量增加,砷解毒能力下降,氧化应激升高。
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引用次数: 0
Machine learning prediction of groundwater arsenic contamination using water quality parameters in the coastal region of Bangladesh. 利用水质参数对孟加拉国沿海地区地下水砷污染进行机器学习预测。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-22 DOI: 10.1007/s10653-025-02955-2
Fayez Ullah, Mohammad Ismail, Jayanta Kumar Basak, Bhola Paudel, Sajib Ahmed, Abdus Sobhan Khan

Groundwater arsenic contamination poses a significant health risk in coastal region of Bangladesh. However, existing studies have rarely applied advanced machine learning (ML) algorithms to predict arsenic concentrations using comprehensive water quality parameters (WQPs). Thus, this study evaluated multiple ML algorithms to predict arsenic concentrations based on measured WQPs including pH, water temperature (WT), electrical conductivity (EC), salinity (WS), dissolved oxygen (DO), total dissolved solids (TDS), water hardness (WH), total alkalinity (TA), chemical oxygen demand, chloride (CL), and biological oxygen demand. Descriptive statistics showed moderate variability and symmetrical distributions in WQPs, with arsenic level varying between 0.01 and 0.72 mg L-1. Correlation analysis revealed positive associations between arsenic and all WQPs (WT, r = 0.29 to TDS, r = 0.63), except for a negative correlation with DO (r = - 0.41). Among the models, MLP exhibited better predictive performance, achieving R2 increments of 24.75%, 13.06%, 16.92%, and 5.15%, and RMSE reductions of 34.88%, 26.32%, 30%, and 12.5%, compared against MLR, RFR, SVR, and XGB algorithms, in that order. According to the finding, model performance was ranked as MLP > XGB > RFR > SVR > MLR. Notably, input combination 6 (TDS, Cl, EC, WH, TA, WS) enabled the MLP model to explain over 78.70% of the total variance and contributed to 91.83% of the total prediction accuracy. This research may offer important insights for assessing arsenic contamination in groundwater across Bangladesh's southeastern coastal area.

地下水砷污染对孟加拉国沿海地区的健康构成重大威胁。然而,现有的研究很少应用先进的机器学习(ML)算法来使用综合水质参数(WQPs)预测砷浓度。因此,本研究基于测量的wqp,包括pH、水温(WT)、电导率(EC)、盐度(WS)、溶解氧(DO)、总溶解固体(TDS)、水硬度(WH)、总碱度(TA)、化学需氧量、氯化物(CL)和生物需氧量,评估了多种ML算法来预测砷浓度。描述性统计显示WQPs具有中等变异性和对称分布,砷含量在0.01 ~ 0.72 mg L-1之间变化。除与DO呈负相关(r = - 0.41)外,砷与所有WQPs呈正相关(WT = 0.29 ~ TDS, r = 0.63)。其中,与MLR、RFR、SVR和XGB算法相比,MLP表现出更好的预测性能,R2增量分别为24.75%、13.06%、16.92%和5.15%,RMSE降低分别为34.88%、26.32%、30%和12.5%。根据发现,模型性能排名为MLP > XGB > RFR > SVR > MLR。值得注意的是,输入组合6 (TDS, Cl, EC, WH, TA, WS)使MLP模型能够解释超过78.70%的总方差,并贡献了91.83%的总预测精度。这项研究可能为评估孟加拉国东南沿海地区地下水中的砷污染提供重要的见解。
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引用次数: 0
Organically modified sodium montmorillonite for enhanced adsorption of xylenol orange from aqueous solutions: kinetic, thermodynamic, and mechanistic study. 有机改性蒙脱土对水溶液中二甲酚橙的增强吸附:动力学、热力学和机理研究。
IF 3.8 3区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-21 DOI: 10.1007/s10653-025-02952-5
Yingying Li, Wenxu Wang, Mengjie Bai, Xia Li, Yongwei Li, Haiying Liu, Zhihao Fang, Jing Sang

Xylenol orange (XO) is a persistent anionic azo dye that resists conventional treatment. Cetyltrimethylammonium bromide (CTAB) and binding poly (vinylpyrrolidone) (PVP) were sequentially intercalated onto Na-montmorillonite (NaMt) to prepare a CTAB/PVP-modified Na-montmorillonite (CP-NaMt), and its adsorption toward XO was evaluated. The nanostructured adsorbent was characterized by chemical analysis, morphological, phase analysis, and point-of-zero-charge measurements. The characterization indicated successful organic intercalation accompanied by slight basal-spacing expansion, partial layer exfoliation and the development of a hierarchical micro-mesoporous structure. The Brunauer-Emmett-Teller specific surface area increased from 46.5 to 88.7 m2·g-1. Batch tests identified pH = 5 as optimal, consistent with XO speciation and the positively charged surface of CP-NaMt. The adsorption process reached equilibrium rapidly, with a maximum capacity of 93.85 mg·g-1 achieved within 40 min at 30 °C. Kinetics followed a pseudo-second-order model and intraparticle-diffusion analysis indicated multistage transport beginning with a film-diffusion regime. Equilibrium isotherms were better described by the Langmuir model. Thermodynamic analysis indicated a spontaneous, endothermic process with an entropy gain that facilitates desolvation and mass transport. Regeneration with ethanol maintained ≥ 87.4% removal over five cycles. Spectroscopic evidence and control experiments supported a mechanism dominated by electrostatic ion pairing at quaternary ammonium sites, further stabilized by hydrogen bonding and hydrophobic partitioning and π-π stacking within organic microdomains. This low-cost, regenerable clay platform shows potential for polishing dye-laden wastewater.

二甲酚橙(XO)是一种耐常规处理的持久性阴离子偶氮染料。将十六烷基三甲基溴化铵(CTAB)和结合的聚乙烯吡咯烷酮(PVP)依次插层到na -蒙脱土(NaMt)上,制备了CTAB/PVP改性的na -蒙脱土(CP-NaMt),并考察了其对XO的吸附性能。通过化学分析、形态分析、相分析和零电荷点测量对纳米结构吸附剂进行了表征。表征表明有机插层成功,基底间距轻微扩张,部分层剥落,形成层次微介孔结构。brunauer - emmet - teller比表面积由46.5增加到88.7 m2·g-1。批量试验确定pH = 5为最佳,与XO形态和CP-NaMt表面带正电荷一致。吸附过程快速达到平衡,在30℃条件下,40 min内吸附量达到93.85 mg·g-1。动力学遵循伪二阶模型,颗粒内扩散分析表明多级输运始于膜扩散机制。Langmuir模型能更好地描述平衡等温线。热力学分析表明,这是一个自发的吸热过程,具有熵增益,有利于脱溶和质量传递。在5个循环中,乙醇再生保持了≥87.4%的去除率。光谱证据和对照实验支持了一种以静电离子配对为主的机制,并通过有机微域内的氢键、疏水分配和π-π堆积进一步稳定。这种低成本、可再生的粘土平台显示了处理含染料废水的潜力。
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引用次数: 0
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Environmental Geochemistry and Health
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