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Mitigating environmental risks from orphan radioactive sources in large areas: a multi-sensor fusion approach for enhanced localization and identification 减轻大面积孤立放射源的环境风险:用于增强定位和识别的多传感器融合方法。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-02 DOI: 10.1007/s11356-025-37249-8
Hadi Ardiny, AmirMohammad Beigzadeh

Orphan radioactive sources pose a significant environmental and human health threat. This study presents a novel, scalable detection system for localizing and identifying these sources within large areas. Our system integrates a network of radiation detectors with surveillance cameras, employing data fusion algorithms to analyze both radiological and visual data. This multi-sensor approach enables accurate estimation of radionuclide types and the assessment of associated radiological risks. Real-world experiments demonstrate the system’s effectiveness in enhancing the efficiency and accuracy of orphan radioactive source detection, contributing to improved environmental monitoring and the mitigation of potential radiological contamination risks.

孤立放射源对环境和人类健康构成重大威胁。本研究提出了一种新颖的、可扩展的检测系统,用于在大范围内定位和识别这些源。我们的系统集成了一个辐射探测器网络和监控摄像头,采用数据融合算法来分析辐射和视觉数据。这种多传感器方法能够准确估计放射性核素类型并评估相关的辐射风险。实际实验表明,该系统在提高孤儿放射源检测的效率和准确性方面是有效的,有助于改善环境监测和减轻潜在的放射性污染风险。
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引用次数: 0
Critical role of meteorology in mitigating the impact of pollutants from landfill fire at the Brahmapuram Municipal Solid Waste Treatment Plant, Kochi, India 气象在减轻印度高知布拉马普拉姆城市固体废物处理厂垃圾填埋场火灾污染物影响中的关键作用。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 DOI: 10.1007/s11356-025-37250-1
Avaronthan Veettil Sreenath, Das Mahapatra Pritam, Sukumarapillai Abhilash, Cheriyamparambil Subash Abhiram Nirmal, Padmakumari Gopinathan Vinod, Mangattayil Devaprasad, Madhavan Anand, Mohan Mahesh, Kalathilparampil Rajappan Baiju, Dayanandan Baiju, Sulaiman Al-Harrasi Ahmed

Landfill fires represent a major cause of environmental degradation and pose substantial health risks for the populations residing near the affected sites. This study investigates the characteristics of landfill fire at the Brahmapuram Municipal Solid Waste Treatment Plant (BMSWTP) in Kochi (March 2023) and the role of prevailing meteorology in mitigating its impact. The fire incidents occurred in two phases: the first phase from 04th to 13th March and the second phase from 19th to 28th March. Analysis indicates that the fire event caused a significant rise in pollution intensity during the first phase, with the increase of PM₂.₅ levels by 152%, PM₁₀ by 175%, and NO₂ and SO₂ by an alarming 440% and 420% compared to normal conditions. During the first phase, pollutants were dispersed towards the coastal ocean by the prevailing easterly wind, mitigating the impact of emissions. Further, the air quality improved by the middle of the month due to the considerable rainfall over the region that helped scavenge the pollutants. Results show that the maximum concentrations of PM₂.₅ and PM₁₀ observed during the early morning hours are attributed to a shallower boundary layer and weak convective potential, resulting in increased atmospheric stability and trapping of pollutants. We document that the pollution from the landfill fire may have affected marine productivity in the southeastern Arabian Sea, as evidenced by the anomalous increase in chlorophyll-a concentrations, without the influence of the oceanic upwelling. The second phase of the landfill fire was characterised by westerly winds, which resulted in the dispersion of pollutants towards inland areas.

垃圾填埋场火灾是造成环境退化的一个主要原因,并对居住在受影响地点附近的居民构成重大健康风险。本研究调查了2023年3月在高知Brahmapuram城市固体废物处理厂(BMSWTP)发生的垃圾填埋场火灾的特征,以及当时的气象在减轻其影响中的作用。火灾事件分两个阶段发生:第一阶段为3月04日至13日,第二阶段为3月19日至28日。分析表明,火灾引起的第一阶段污染强度随着PM 2的增加而显著上升。与正常情况相比,₅水平下降152%,PM₁0下降175%,NO₂和SO₂下降440%和420%。在第一阶段,污染物被盛行的东风吹向沿海海洋,减轻了排放的影响。此外,由于该地区的大量降雨有助于清除污染物,到本月中旬,空气质量有所改善。结果表明:pm2.5的最大浓度。清晨观测到的₅和PM₁₀归因于较浅的边界层和弱对流势,从而增加了大气稳定性和污染物的捕获。我们发现,在没有海洋上升流影响的情况下,填埋火灾的污染可能影响了阿拉伯海东南部的海洋生产力,正如叶绿素-a浓度的异常增加所证明的那样。第二阶段的垃圾填埋场火灾以西风为特征,导致污染物向内陆地区扩散。
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引用次数: 0
Assessment of water pollution and environmental impacts in the Pineios river basin before and after extreme flood events in Thessaly, Greece 希腊色萨利极端洪水事件前后皮内奥斯河流域水污染和环境影响评估。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 DOI: 10.1007/s11356-025-37219-0
Konstantinos Kakavas, Ioannis Faraslis, Raed Awad, Angeliki Katsafadou, Sofia Mirmigkou, Efthimios Providas, Georgios Giovanoulis

Extreme flood events increasingly threaten water quality in agriculturally intensive regions, particularly under accelerating climate change. In September 2023, the Pineios river basin in Thessaly, Greece, the country’s most productive agricultural region, experienced catastrophic flooding caused by Storm Daniel and subsequently Storm Elias. This study investigates the occurrence, distribution, and temporal variation of phthalate esters, alternative plasticizers, per- and polyfluoroalkyl substances (PFAS), and fecal indicator bacteria in surface waters before and after these extreme weather events. A total of 24 sampling locations were monitored across the river basin. Water samples were analyzed using validated targeted screening methods based on gas or liquid chromatography tandem mass spectrometry (GC- or LC-MS/MS), while microbial contamination was assessed using International Organization for Standardization (ISO) compliant culture–based techniques. Results revealed widespread contamination by both legacy phthalates, particularly di(2-ethylhexyl) phthalate (DEHP, median concentrations up to 0.36 µg/L), di-n-butyl phthalate (DnBP, 1.9 µg/L) and dimethyl phthalate (DMP, 3.5 µg/L), and emerging alternative plasticizers, such as di(2-ethylhexyl) terephthalate (DEHT, 0.15 µg/L), which was the most abundant of the emerging compounds. Statistically significant post-flood increases (p < 0.05) were observed at several estuarine sites, with total median plasticizer concentrations reaching up to 5.4 µg/L. Among 63 monitored PFAS, 13 compounds were consistently detected across all samples. These included perfluorooctanoic acid (PFOA, median up to 0.47 ng/L), perfluorooctanesulfonic acid (PFOS, 0.2 ng/L), and 6:2 fluorotelomersulfonic acid (6:2 FTS, 1.7 ng/L). Concentrations for PFAS regulated groups, namely PFAS-4 and PFAS-24, frequently approached or exceeded proposed EU water quality thresholds. Fecal indicator bacteria, including Escherichia coli and Enterococcus spp., frequently exceeded the EU bathing water standards, particularly near wastewater discharge points and areas affected by agricultural flooding. Peaks in contamination were linked to carcass decomposition, damage to wastewater treatment infrastructure, and surface runoff following the flood events. These findings highlight the vulnerability of Mediterranean river basins to complex pollutant mixtures following extreme weather phenomena. The study provides novel regional data and emphasizes the urgent need for integrated environmental monitoring aligned with One Health principles to inform future regulation and management of emerging contaminants in flood-prone areas.

Graphical Abstract

极端洪水事件日益威胁着农业密集型地区的水质,特别是在气候变化加速的情况下。2023年9月,希腊最具生产力的农业区色萨利的皮内奥斯河流域经历了由风暴丹尼尔和随后的风暴埃利亚斯引发的灾难性洪水。本研究调查了这些极端天气事件前后地表水中邻苯二甲酸酯、替代增塑剂、全氟和多氟烷基物质(PFAS)以及粪便指示菌的发生、分布和时间变化。整个流域共监测了24个采样点。水样使用基于气相或液相色谱串联质谱(GC-或LC-MS/MS)的经过验证的靶向筛选方法进行分析,而微生物污染则使用符合国际标准化组织(ISO)标准的基于培养的技术进行评估。结果显示,传统的邻苯二甲酸酯,特别是邻苯二甲酸二(2-乙基己基)酯(DEHP,中位浓度高达0.36µg/L),邻苯二甲酸二正丁酯(DnBP, 1.9µg/L)和邻苯二甲酸二甲酯(DMP, 3.5µg/L),以及新兴的替代增塑剂,如邻苯二甲酸二(2-乙基己基)酯(DEHT, 0.15µg/L)广泛污染,这是最丰富的新兴化合物。统计上显著的洪水后增长(p
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引用次数: 0
Spatial assessment of groundwater contamination and associated health risk using pollution indices in Kathmandu Valley, Nepal 利用尼泊尔加德满都谷地污染指数对地下水污染和相关健康风险进行空间评估。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 DOI: 10.1007/s11356-025-37238-x
Manisha Ghimire, Naina Byanjankar, Mahima Joshi, Sayaboong Rai, Swastika Sapkota, Suman SK, Rachna Jha, Tista Prasai Joshi

Groundwater serves as the main supply source of water for domestic, drinking, industrial, and agricultural uses. This study assessed the groundwater quality and associated health risks in the Kathmandu Valley. In total, 401 groundwater samples from Lalitpur (299), Kathmandu (82), and Bhaktapur districts (40) were collected from 14th April 2022 to 13th April 2023. The water quality parameters, including pH, electrical conductivity (EC), turbidity (Tur), total hardness (TH), chloride (Cl), nitrate (NO3), ammonia (NH4+), and iron (Fe) were analyzed. Groundwater quality index, spatial analysis techniques including geographic information systems (GIS), multivariate analysis, and machine learning approach by self-organizing maps (SOM) with hierarchical clustering analysis were employed to identify areas of concern. The results revealed elevated levels of turbidity, NH4+, and Fe in several regions, particularly in urban and semi-urban areas. The nitrate pollution index (NPI) and ammonia pollution index (API) analyses revealed 0.99% and 31.42% of high nitrate and ammonia pollution, respectively. Health risk assessment indicated potential risks, especially for infants, due to exposure to nitrate and ammonia. Principal component analysis (PCA) primarily demonstrated the ion concentration and mineralization, which are affected by both natural geological processes and anthropogenic activities. The groundwater samples were grouped into five clusters using hierarchical clustering after SOM classification highlighted the areas affected by NH4+ and Fe. The study highlights the need for effective groundwater management strategies to mitigate groundwater contamination and protect public health in the Kathmandu Valley.

地下水是家庭、饮用水、工业和农业用水的主要供应来源。本研究评估了加德满都谷地的地下水质量和相关的健康风险。从2022年4月14日至2023年4月13日,共从拉利特普尔(299)、加德满都(82)和巴克塔普尔(40)地区采集了401份地下水样本。水质参数包括pH、电导率(EC)、浊度(Tur)、总硬度(TH)、氯化物(Cl)、硝酸盐(NO3-)、氨(NH4+)和铁(Fe)。地下水质量指数、空间分析技术包括地理信息系统(GIS)、多变量分析和自组织地图(SOM)的机器学习方法与层次聚类分析,以确定值得关注的区域。结果显示,在一些地区,特别是在城市和半城市地区,浑浊度、NH4+和铁的水平升高。硝酸盐污染指数(NPI)和氨污染指数(API)分析显示,高硝酸盐和高氨污染分别为0.99%和31.42%。健康风险评估表明,由于接触硝酸盐和氨,存在潜在风险,特别是对婴儿而言。主成分分析(PCA)主要揭示了自然地质过程和人为活动对离子浓度和矿化的双重影响。通过SOM分类,突出NH4+和Fe的影响区域,采用分层聚类方法将地下水样本分成5个簇。该研究强调需要制定有效的地下水管理战略,以减轻加德满都谷地的地下水污染并保护公众健康。
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引用次数: 0
Environmental challenges in water pollution by oil and technological solutions in ceramic membranes through oil–water separation: a review 石油对水污染的环境挑战及油水分离陶瓷膜技术解决方案综述。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-01 DOI: 10.1007/s11356-025-37225-2
Najib Meftah Almukhtar Omar, Muhend Milad, Mohamed Madi

Oil pollution in aquatic systems presents serious environmental and regulatory challenges, which in turn drives the demand for effective and sustainable separation technologies. Ceramic membranes have emerged as advanced materials for oil–water separation, owing to their exceptional thermal, chemical, and mechanical stability. This review presents a comprehensive analysis of ceramic membrane technologies, with a particular emphasis on performance-driven evaluations of surface-modified membranes. It critically examines innovations in surface engineering that transform membranes into variants such as hydrophilic, superhydrophilic, oleophobic, superoleophobic, amphiphobic, and superamphiphobic, each offering distinct advantages in terms of permeability, fouling resistance, and emulsion selectivity. These surface modifications are evaluated based on key metrics including flux, durability, and scalability, providing practical guidance for real-world applications. To enable a comprehensive performance assessment, the review introduces six analytical frameworks for evaluating fouling resistance, chemical independence, adaptive operation, oil-flux efficiency, hybrid system sustainability, and overall eco-efficiency. The work further explores the integration of ceramic membranes with adsorptive, oxidative, and electro-assisted pretreatments, demonstrating how these frameworks enable the quantitative evaluation of system-level performance and sustainability. Key challenges, including fouling, high fabrication costs, and industrial scale-up, are addressed, and strategies for developing low-cost and environmentally friendly membranes are proposed. Ultimately, a strategic roadmap that links material innovation, hybrid integration, and sustainability metrics positions ceramic membranes as a transformative solution to the persistent challenge of oil–water pollution.

水生系统中的石油污染带来了严重的环境和监管挑战,这反过来又推动了对有效和可持续分离技术的需求。陶瓷膜由于其优异的热稳定性、化学稳定性和机械稳定性而成为油水分离的先进材料。本文综述了陶瓷膜技术的综合分析,特别强调了表面改性膜的性能驱动评估。它批判性地研究了表面工程中的创新,这些创新将膜转化为亲水性、超亲水性、疏油性、超疏油性、两疏性和超两疏性等变体,每种变体在渗透性、抗污垢性和乳液选择性方面都具有独特的优势。这些表面改性根据关键指标进行评估,包括通量、耐久性和可扩展性,为实际应用提供实用指导。为了进行全面的性能评估,本文介绍了六种分析框架,用于评估抗结垢性、化学独立性、适应性操作、油通量效率、混合系统可持续性和整体生态效率。这项工作进一步探索了陶瓷膜与吸附、氧化和电辅助预处理的整合,展示了这些框架如何能够对系统级性能和可持续性进行定量评估。解决了包括污染、高制造成本和工业规模扩大在内的关键挑战,并提出了开发低成本和环保膜的策略。最终,将材料创新、混合集成和可持续性指标联系起来的战略路线图将陶瓷膜定位为解决油水污染持续挑战的变革性解决方案。
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引用次数: 0
Understanding the geo-environmental drivers and their potentiality to landslide susceptibility in the Lish-Gish-Chel River basin of Darjeeling Himalayas, India 印度大吉岭-吉斯-切尔河流域滑坡易感性的地质环境驱动因素及其潜在影响
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-29 DOI: 10.1007/s11356-025-37101-z
Biplab Mandal, Somen Das

In mountainous areas, landslides are highly destructive natural and anthropogenic hazards leading to massive-scale damages and losses of properties and lives. The core objective of this study is to understand the geo-environmental drivers and their potentiality on landslide susceptibility (LS) in the Lish-Gish-Chel River basin of Darjeeling Himalayas, India, using a frequency ratio (FR) model integrating geospatial techniques. A total of 510 (100%) landslide polygons have been recognized to develop a landslide inventory (LI) map combining Google Earth and satellite imageries with proper field verification. The LI was split into training 70% (357) and testing 30% (153) for the model. Twenty-five drivers and LI have been considered for LS mapping. Multicollinearity analysis (MA) signified no collinearity issue among the drivers. The FR value and receiver operating characteristic (ROC) curve techniques have been used to authenticate the model. The jack-knife test has been used to understand the relative contribution (RC) of each driver for the FR model. The LS map has been classified into six landslide susceptibility zones (LSZs). The findings showed that the LSZs from very low to very high recorded by the FR values of 0.003, 0.156, 0.433, 0.809, 1.896, and 8.140. The ROC curve denoted the precision of the LS map was 94.80%. The jack-knife test revealed that the lineament density driver had the maximum RC for the FR model. The outcomes of this research will help planners and decision-makers in planning, development, and hazard/disaster management strategies in mountainous environments.

在山区,山体滑坡是极具破坏性的自然灾害和人为灾害,会造成大规模的财产和生命损失。本研究的核心目的是利用整合地理空间技术的频率比(FR)模型,了解印度大吉岭-吉斯-切尔河流域滑坡易感性(LS)的地质环境驱动因素及其潜力。总共510个(100%)滑坡多边形已被识别,并结合谷歌地球和卫星图像与适当的实地验证,开发了滑坡清单(LI)地图。LI被分成训练70%(357)和测试30%(153)。已经考虑了25个驱动程序和LI用于LS映射。多重共线性分析(MA)表明驱动因素之间不存在共线性问题。采用FR值和受试者工作特征(ROC)曲线技术对模型进行了验证。千斤顶试验已被用来了解相对贡献(RC)的每个驱动程序的FR模型。LS地图被划分为6个滑坡易感性区(LSZs)。结果表明:从非常低到非常高的lsss分别为0.003、0.156、0.433、0.809、1.896和8.140。ROC曲线显示LS图的精度为94.80%。弯刀试验结果表明,对于FR模型,纹理密度驱动具有最大的RC。这项研究的成果将有助于规划人员和决策者在山区环境中制定规划、发展和灾害/灾害管理战略。重点:评估了lcd与LI之间的关系。MA表示lcd之间不存在共线性问题。超过64%的受滑坡影响的地区位于高度及极高的区域。超过64%的受滑坡影响的地区位于高度及极高的区域。高、极高区域FR最高,分别为1.896和8.140。弯刀试验结果表明,在LS制图中,纹理密度的RC值最大。
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引用次数: 0
Carbon isotope effects in cometabolic oxidation of halogenated organics by a methanotroph 甲烷化菌对卤化有机物代谢氧化的碳同位素效应。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-28 DOI: 10.1007/s11356-025-37190-w
Pratibha Rauniyar, Almog Gafni, Alison Cupples, Anat Bernstein

Cometabolic oxidation is a process in which compounds, including groundwater pollutants such as halogenated aliphatics, are fortuitously oxidized by enzymes with broad substrate specificity. Assessing the magnitude of cometabolic oxidation in contaminated environments is challenging; however, it may be facilitated using Compound-Specific Isotope Analysis. Our former work on the cometabolic oxidation of trichloroethene (TCE) revealed a unique isotope pattern when the process was catalyzed by several methanotrophs rather than by toluene and ammonia oxidizers. In the current work, we aimed to study isotope effects in the cometabolic oxidation of other halogenated compounds of environmental interest by the methanotroph Methylosinus trichosporium OB3b. Results showed relatively small carbon isotope fractionation for cis-dichloroethene (cDCE; AKIE = 1.0017 ± 0.0016) and bromoform (BF; AKIE = 1.0020 ± 0.0014), which are similar to formerly determined value for TCE. Larger carbon isotope effects were recorded for chloroform (CF; AKIE = 1.0038 ± 0.0007) and dichloromethane (DCM; AKIE = 1.0043 ± 0.0009), possibly implying a decrease in the role of enzyme binding as a bottleneck for these two. Nevertheless, while DCM presented both relatively large carbon isotope effects and rapid degradation, CF presented relatively large carbon isotope effects but degraded slower than cDCE and TCE. This is possibly related to the reported toxicity of CF’s byproducts, which reduces the overall degradation rate.

代谢氧化是一种化合物,包括地下水污染物,如卤代脂肪族,被具有广泛底物特异性的酶偶然氧化的过程。评估污染环境中代谢氧化的程度是具有挑战性的;然而,使用化合物特异性同位素分析可能会更容易。我们之前对三氯乙烯(TCE)共代谢氧化的研究表明,当该过程由几种甲烷氧化菌催化而不是由甲苯和氨氧化剂催化时,该过程具有独特的同位素模式。在目前的工作中,我们的目的是研究同位素在甲烷化菌Methylosinus trichosporium OB3b对其他环境感兴趣的卤化化合物的共代谢氧化中的作用。结果表明,顺式二氯乙烯(cDCE, AKIE = 1.0017±0.0016)和溴仿(BF, AKIE = 1.0020±0.0014)的碳同位素分馏值相对较小,与TCE的测定值相近。氯仿(CF; AKIE = 1.0038±0.0007)和二氯甲烷(DCM; AKIE = 1.0043±0.0009)的碳同位素效应更大,这可能意味着酶结合作为这两种物质的瓶颈作用减弱。DCM的碳同位素效应较大,降解速度较快;CF的碳同位素效应较大,但降解速度较cDCE和TCE慢。这可能与报道的CF副产物的毒性有关,它降低了总体降解率。
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引用次数: 0
Application of bokashi for enhancing anaerobic digestion and sustainable biogas production: recurrent neural network (RNN) modeling implementation bokashi在促进厌氧消化和可持续沼气生产中的应用:递归神经网络(RNN)建模实现。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-28 DOI: 10.1007/s11356-025-37176-8
Dalia S. Ahmed, Basheer M. Nasef, Noha Said

Anaerobic digestion is an effective technology for converting organic waste into biogas while reducing environmental pollution. This study investigates the impact of co-digesting waste-activated sludge (WAS) with wheat straw, rice straw, and bokashi on biogas production. Nine anaerobic batch reactors were operated under mesophilic conditions (35 °C), incorporating different proportions of bokashi (1% and 2%) along with rice and wheat straw (4%). The results revealed that reactors supplemented with wheat and rice straw exhibited higher biogas production than the control reactor (sludge only). Wheat straw outperformed rice straw in improving biogas yield, total solids (TS) reduction, total volatile solids (TVS) degradation, and chemical oxygen demand (COD) removal. The addition of bokashi enhanced biogas production, confirming its role in accelerating organic matter breakdown. The maximum biogas yield was observed in the reactor containing sludge co-digested with wheat straw and 2% bokashi, which generated three times more biogas than the control. This reactor also exhibited the highest degradation rates of TS (57.83%), TVS (66.37%), and COD (71.53%). Furthermore, pH remained stable within the optimal range across all reactors, ensuring a balanced digestion process. Statistical analysis revealed significant correlations between organic matter degradation (COD, TS, TVS reduction) and biogas production, demonstrating that effective substrate decomposition improves biogas yield. The recurrent neural network (RNN) model was applied to experimental data to predict biogas production. With an exceptionally low root mean square error (RMSE) of 0.0041, R2 close to 1, and MAE 0.0117, the model exhibited excellent accuracy and reliability in generating precise predictions.

厌氧消化是一种有效的将有机废弃物转化为沼气,同时减少环境污染的技术。本研究探讨了废活性污泥(WAS)与麦秸、稻草和博卡什共消化对沼气产量的影响。9个厌氧间歇式反应器在中温条件下(35°C)运行,加入不同比例的bokashi(1%和2%)以及水稻和小麦秸秆(4%)。结果表明,添加小麦和水稻秸秆的反应器的沼气产量高于对照反应器(仅添加污泥)。在提高沼气产量、减少总固体(TS)、降解总挥发性固体(TVS)和去除化学需氧量(COD)方面,小麦秸秆优于水稻秸秆。添加bokashhi提高了沼气产量,证实了其在加速有机物分解中的作用。在污泥与麦秸共消化和2% bokashi共消化的反应器中,沼气产量最高,是对照的3倍。该反应器对TS(57.83%)、TVS(66.37%)和COD(71.53%)的降解率最高。此外,pH值在所有反应器中保持稳定在最佳范围内,确保了平衡的消化过程。统计分析显示,有机物降解(COD、TS、TVS还原)与沼气产量之间存在显著相关性,表明有效的底物分解提高了沼气产量。将递归神经网络(RNN)模型应用于实验数据预测沼气产量。该模型具有极低的均方根误差(RMSE)为0.0041,R2接近1,MAE为0.0117,在生成精确预测方面具有出色的准确性和可靠性。
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引用次数: 0
The synergistic effect of biopolymers as green binders with halophyte plant growth-promoting bacteria for the bioremediation of saline soil 生物聚合物作为绿色粘合剂与盐生植物促生菌在盐碱地生物修复中的协同作用。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-28 DOI: 10.1007/s11356-025-37090-z
Fateme Aghamir, Zinab Moradi Alvand, Ghasem Eghlima, Mohsen Farzaneh

In recent years, soil salinity has posed a significant challenge to greenhouse vegetable cultivation in Iran. Nowadays, bioremediation is an innovative and up-and-coming method for soil salinity remediation; it offers several advantages including high efficiency, economic efficiency, environmental compatibility, sustainability, and improved biodiversity. Biological remediation strategies are based on the synergistic effects of biological agents such as halophyte PGP bacteria and environmentally friendly materials such as biopolymers to improve saline soil health. The aim of this study was to evaluate the encapsulation of halophyte PGP bacteria with chitosan, alginate, and starch biopolymers on soil chemical properties, soil enzyme activity, and their potential functions for purslane phytoremediation by simulation in Plexiglas columns in saline soil remediation. The treatments included a consortium of eight halophyte PGP bacteria (the same eight-strain halotolerant PGPR consortium was used consistently across all treatments), two types of microencapsulation, including Alginate + Starch + Chitosan and Starch + Chitosan in the biopolymer structure, compared to the conventional method using 1% H₂SO₄. The saline soil column leaching experiment was conducted on the dynamics of salt distribution, desalination efficiency, and leaching rate. The chemical properties and content of soil enzymes were examined before and after the experimental treatments. The results revealed that the biopolymer amendments reduced the content of Na+, CO32−, HCO3, and Cl and significantly (p < 0.01) elevated the content of Ca2+, Mg2+, and K+ compared to 1% H2SO4. The activities of urease, catalase, dehydrogenase, alkaline phosphatase, and amylase enzymes in soils treated with biopolymer improvers increased significantly ((p<0.01)) compared to 1% H2SO4. Biopolymers enhance the adaptability of purslane and PGP bacteria in bioremediation by regulating soil enzymatic activity. However, the conventional 1% H2SO4 method stresses microbes and degrades soil health by lowering pH and depleting resources.

Graphical Abstract

近年来,土壤盐碱化对伊朗温室蔬菜种植构成了重大挑战。目前,生物修复是一种具有创新和发展前景的土壤盐分修复方法;它具有高效率、经济性、环境兼容性、可持续性和改善生物多样性等优点。生物修复策略是基于盐生植物PGP细菌等生物制剂与生物聚合物等环境友好材料的协同作用来改善盐渍土的健康。本研究通过有机玻璃柱模拟研究了壳聚糖、海藻酸盐和淀粉生物聚合物包封盐生PGP细菌对土壤化学性质、土壤酶活性的影响,以及它们对马齿苋植物修复盐渍土的潜在功能。这些处理包括8个盐生PGP菌群(所有处理中一致使用相同的8个耐盐PGPR菌群),两种类型的微胶囊,包括海藻酸盐+淀粉+壳聚糖和淀粉+壳聚糖的生物聚合物结构,与使用1% H₂SO₄的常规方法相比。通过盐渍土柱淋滤试验,对盐渍土的盐分分布、脱盐效率和淋滤速率进行了动态研究。测定了不同处理前后土壤酶的化学性质和含量。结果表明,与1% H2SO4相比,生物聚合物改性降低了Na+、CO32-、HCO3-和Cl-的含量,并显著降低了p 2+、Mg2+和K+的含量。生物聚合物改良剂处理土壤脲酶、过氧化氢酶、脱氢酶、碱性磷酸酶和淀粉酶活性显著高于1% H2SO4 (p < 0.01)。生物聚合物通过调节土壤酶活性,增强马齿苋和PGP细菌在生物修复中的适应性。然而,传统的1% H2SO4方法通过降低pH值和耗尽资源来胁迫微生物和退化土壤健康。
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引用次数: 0
Removal of pharmaceutical pollutants by adsorption onto novel metal–organic frameworks 新型金属有机骨架吸附去除药物污染物的研究。
IF 5.8 3区 环境科学与生态学 0 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-27 DOI: 10.1007/s11356-025-37232-3
Maxwell Thatyana, Masixole Sihlahla, Nomvano Mketo

The growing presence of new pollutants in the environment could lead to both direct and indirect water contamination, endangering human and marine health life. Pharmaceutical contaminants are becoming more prevalent in the environment due to their persistence and therefore there is urgent attention to develop necessitating technological interventions to eliminate them. Metal–organic frameworks (MOFs) are a type of crystalline material with a large surface area, significant pore size, and strong chemical structure in environmental settings. Research interest in MOFs has increased recently, as they have proven to be effective in removing pharmaceutical pollutants through the adsorption process. This review highlights the effectiveness of various MOF architectures in removing pharmaceutical pollutants from aqueous environments. The review further elaborates on different synthesis methods, functionalization techniques, and adsorption mechanisms in detail. The study reveals that while there has been significant research on the adsorption of antibiotics and anti-inflammatory agents from water using MOFs, there is a lack of information on other types of pharmaceutical agents that also pose risks to human health in the environment. Moreover, the study reports for the first time detailed literature on the adsorptive removal of antibiotics and anti-inflammatory pollutants from water during the period 2015 to 2024. The current review suggests that more attention should be given to phytonanoparticle-MOF nanocomposites for pharmaceutical waste removal, as this could lead to innovative solutions for water purification systems.

环境中越来越多的新污染物可能导致直接和间接的水污染,危及人类和海洋生命的健康。由于药物污染物的持久性,它们在环境中变得越来越普遍,因此迫切需要注意制定必要的技术干预措施来消除它们。金属有机骨架(mof)是一种在环境环境中具有大表面积、大孔径和强化学结构的晶体材料。近年来,人们对mof的研究兴趣日益增加,因为它们已被证明可以通过吸附过程有效地去除药物污染物。本文综述了各种MOF结构在去除水环境中药物污染物方面的有效性。综述了不同的合成方法、功能化技术和吸附机理。这项研究表明,虽然已经对使用MOFs从水中吸附抗生素和抗炎剂进行了大量研究,但缺乏关于在环境中也对人类健康构成风险的其他类型药物制剂的信息。此外,本研究首次详细报道了2015 - 2024年吸附去除水中抗生素和抗炎污染物的文献。目前的综述表明,应该更多地关注植物纳米颗粒- mof纳米复合材料用于制药废物的去除,因为这可能为水净化系统带来创新的解决方案。
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Environmental Science and Pollution Research
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