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Rethinking chemical hazard: an AOP-guided approach to non-conventional endpoints in the environmental assessment of neurotoxic, immunotoxic and metabolic toxic compounds 重新思考化学危害:在神经毒性、免疫毒性和代谢毒性化合物的环境评估中,以aop为指导的非常规终点方法
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-23 DOI: 10.1186/s12302-025-01292-6
Jacqueline Hilgendorf, Harmony Lautrette-Quinveros, Wing Sze Chan, Oihane Del Puerto, Jian Ge, Kevin J. Noort, Shivani Ronanki, Susana Loureiro, David Spurgeon, Henriette Selck

Chemical pollution is identified as a significant driver of biodiversity loss, raising concerns about the effectiveness of current environmental risk assessment (ERA) practices. Conventional ERA approaches primarily rely on the endpoints of mortality, growth, and reproduction, often failing to capture the full scope of potential effects that chemicals can have on organisms. This is potentially problematic in cases of chemicals causing neurotoxicity, immunotoxicity, and metabolic toxicity, which have recently been introduced to the discussion under REACH by the new report of the European Chemical Agency (ECHA) on Key Areas of Regulatory Challenge. For these modes of action (MoAs), which have to date been discussed primarily in the context of human toxicity, there is currently no established approach for addressing them in ERA. This is despite the fact that these chemicals often have sublethal effects on traits linked to potential effects on population-relevant endpoints (e.g., foraging behaviour). In this study, we evaluated the importance of non-conventional sublethal endpoints for hazard and risk practices. We categorised endpoints into conventional (CE; i.e., defined by standardised guidelines), semi-conventional (semi-CEs; i.e., defined by standardised guidelines but only for a limited number of species), and non-conventional endpoints (NCE; i.e., ecotoxicological measurements not defined by standardised guidelines and so going beyond conventional measurements). In this conceptual review, we selected case studies that evaluated both conventional and non-conventional endpoints to evaluate the importance of NCEs for the assessment of the emerging hazards in comparison to CEs, focusing on (1) sensitivity (effect levels), (2) mechanistic understanding, and (3) population-level effects. Our assessment shows that using NCEs can improve mechanistic understanding of chemical hazards and provide important information about the chemicals’ MoA. Comparisons between NCEs and CEs at the individual and population levels revealed that in 13% of cases, NCEs showed effects when CEs were unaffected. NCEs were generally more sensitive, being on average 56 times more sensitive than mortality, 8 times than reproduction, and 2 times than growth—in 9 cases, the NCEs were more than 1000 times more sensitive than the CE. NCEs showed unconventional links to the population level that would have gone undetected in the current ERA system (e.g., changes in boldness behaviour affecting reproduction in fish). We propose a first approach to address environmental hazard identification and risk prediction for neurotoxic, immunotoxic, and metabolic toxic compounds by organising relevant NCEs according to an Adverse-Outcome-Pathway (AOP) structure, and a MoA-based AOP framework.

化学污染被认为是生物多样性丧失的一个重要驱动因素,这引起了人们对当前环境风险评估(ERA)实践有效性的担忧。传统的ERA方法主要依赖于死亡、生长和繁殖的终点,往往无法捕捉到化学品对生物体可能产生的全部潜在影响。在化学品引起神经毒性、免疫毒性和代谢毒性的情况下,这是潜在的问题,最近欧洲化学品管理局(ECHA)关于监管挑战关键领域的新报告将这些问题引入了REACH下的讨论。对于这些作用方式(MoAs),迄今为止主要是在人类毒性的背景下讨论的,目前还没有在ERA中解决它们的既定方法。尽管这些化学物质通常对与种群相关端点(例如觅食行为)的潜在影响相关的性状具有亚致死效应。在这项研究中,我们评估了非传统亚致死终点对危害和风险实践的重要性。我们将终点分为常规终点(CE,即由标准化指南定义)、半常规终点(semi-CEs,即由标准化指南定义,但仅适用于有限数量的物种)和非常规终点(NCE,即未由标准化指南定义的生态毒理学测量,因此超出了传统测量)。在这篇概念性综述中,我们选择了一些案例研究,评估了传统和非常规终点,以评估nce对评估新出现的危害的重要性,并将重点放在(1)敏感性(效应水平)、(2)机制理解和(3)人群水平效应上。我们的评估表明,使用NCEs可以提高对化学品危害的机理认识,并提供有关化学品MoA的重要信息。nce与ce在个体和群体水平上的比较显示,在13%的病例中,nce在ce未受影响的情况下表现出影响。nce的敏感性普遍较高,平均为死亡率的56倍,繁殖的8倍,生长的2倍,其中9例nce的敏感性超过CE的1000倍。nce显示了与种群水平的非常规联系,这在目前的ERA系统中是不会被发现的(例如,影响鱼类繁殖的大胆行为的变化)。我们提出了第一种方法,通过根据不利结果途径(AOP)结构和基于moa的AOP框架组织相关nce,来解决神经毒性、免疫毒性和代谢毒性化合物的环境危害识别和风险预测。
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引用次数: 0
Presence of insecticidal veterinary medicines in dandelions (Taraxacum officinalis) in public parks in the Netherlands 荷兰公园蒲公英(Taraxacum officinalis)中杀虫兽药的存在
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-23 DOI: 10.1186/s12302-025-01293-5
Jelmer Buijs, Margriet Mantingh, Alfons Uijtewaal, Ad M. J. Ragas

This study aimed to investigate the presence of insecticidal veterinary medicines in public parks in the Netherlands, and to establish whether these substances might pose a threat to the local entomofauna. Fifteen parks and two control sites were selected across the country and volunteers collected composite samples of dandelion plants. Samples were collected in 2021, 2022 and 2023. Nine insecticidal veterinary medicines were detected in total, including two isomers of permethrin and two metabolites of fipronil. As four out of the six parent compounds detected (fipronil, imidacloprid, permethrin and dinotefuran) are currently primarily marketed for use on pets, it is plausible that these substances originated from dogs and cats visiting the parks. The other two compounds, etofenprox and phoxim, are likely to have originated from airborne deposition, as earlier studies have reported the presence of these substances in polyurethane air filters and untreated vegetation. However, dinotefuran has never been found in previous studies. At two control sites, dandelions did not contain any veterinary medicines. Toxicological literature indicates that the concentrations of permethrin, imidacloprid, fipronil and its metabolites found are likely to have negative effects on butterflies feeding on the dandelions.

本研究旨在调查荷兰公园中杀虫兽药的存在情况,并确定这些物质是否可能对当地昆虫区系构成威胁。在全国范围内选择了十五个公园和两个对照地点,志愿者收集了蒲公英植物的复合样本。样本分别于2021年、2022年和2023年采集。共检出氯菊酯2种异构体和氟虫腈2种代谢物9种兽药。由于检测到的六种母体化合物中有四种(氟虫腈、吡虫啉、氯菊酯和呋虫胺)目前主要用于宠物,因此这些物质可能来自参观公园的狗和猫。另外两种化合物,乙托芬prox和辛硫磷,很可能来源于空气沉积,因为早期的研究已经报道了聚氨酯空气过滤器和未经处理的植被中存在这些物质。然而,在以前的研究中从未发现过呋虫胺。在两个对照地点,蒲公英不含任何兽药。毒理学文献表明,所发现的氯菊酯、吡虫啉、氟虫腈及其代谢物浓度可能对以蒲公英为食的蝴蝶产生负面影响。
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引用次数: 0
Nitrogen pollution in rivers as potential driver of invertebrate species turnover 河流中氮污染是无脊椎动物物种更替的潜在驱动因素
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-22 DOI: 10.1186/s12302-025-01300-9
Jonas Jourdan, Nora M. Klimek, Stefanie Stoller, Laura J. Soose, Henner Hollert, Jörg Oehlmann, Nancy Denslow, Oriol Cano Rocabayera

Nitrogen pollution represents one of the most significant threats to European freshwater ecosystems, with nitrite (NO2-N) standing out as a highly toxic compound for aquatic organisms, particularly vertebrates. Despite its recognized toxicity, little is known about its effects on invertebrates, even as riverine ecosystems experience profound species turnover. Here, we investigated the lethal and sublethal effects of nitrite on three representative amphipod species (Gammarus fossarum, G. pulex, and G. roeselii), which occupy distinct river sections and ecological niches. These species serve as models for assessing how nitrogen pollution may shape invertebrate communities across freshwater habitats. A series of laboratory bioassays revealed that G. fossarum, a species associated with upstream sections and pristine conditions, was the most sensitive to nitrite exposure, followed by the midstream species G. pulex and the long-established downstream species G. roeselii. To contextualize these findings, we compared the nitrite vulnerability of these amphipods with that of other freshwater invertebrates, offering a comprehensive perspective on how nitrogen pollution reshapes aquatic communities. While many invertebrate groups exhibit lower vulnerability to nitrite due to their reliance on hemocyanin—an oxygen-transport molecule mostly unaffected by nitrite oxidation—our results underscore significant interspecific differences in tolerance. For sensitive insect species, lethal effects occurred already at environmentally relevant concentrations, highlighting their exceptional vulnerability. In contrast, more tolerant groups such as amphipods survived higher concentrations, yet still displayed sublethal impairments, most notably a reduced leaf litter consumption—a key process in stream nutrient cycling—and altered behavioral responses at comparable exposure levels. Molluscs exhibit the highest tolerance, whereas insects are the most sensitive. Among crustaceans, tolerance varies widely, with a relationship to chloride content of the water mitigating the toxicity of nitrite. Chloride concentrations generally rise along the course of a river, placing upstream regions with naturally low chloride levels and their species at heightened risk. These differences highlight the potential role of nitrogen pollution as a driver of species turnover, particularly in multistressor environments. By linking species-specific sensitivity to broader ecological processes, like leaf litter consumption, this study provides critical insights into cascading effects of nitrogen pollution on freshwater biodiversity and ecosystem stability.

氮污染是对欧洲淡水生态系统最严重的威胁之一,其中亚硝酸盐(NO2-N)对水生生物,特别是脊椎动物来说是一种剧毒化合物。尽管人们认识到它的毒性,但人们对它对无脊椎动物的影响知之甚少,即使河流生态系统经历了深刻的物种更替。本文研究了亚硝酸盐对三种具有代表性的片足类动物(Gammarus fossarum, G. pulex和G. roeselii)的致死和亚致死效应,这三种类动物分布在不同的河段和生态位。这些物种可以作为评估氮污染如何影响淡水栖息地无脊椎动物群落的模型。一系列实验室生物分析表明,与上游剖面和原始条件相关的G. fossarum对亚硝酸盐暴露最敏感,其次是中游物种G. pulex和长期存在的下游物种G. roeselii。为了将这些发现联系起来,我们比较了这些片脚类动物与其他淡水无脊椎动物的亚硝酸盐脆弱性,为氮污染如何重塑水生群落提供了一个全面的视角。虽然许多无脊椎动物群体对亚硝酸盐的脆弱性较低,因为它们依赖于血青素-一种不受亚硝酸盐氧化影响的氧转运分子-我们的研究结果强调了耐受性的显着种间差异。对于敏感的昆虫物种,在与环境相关的浓度下已经发生了致命影响,突出了它们异常的脆弱性。相比之下,更耐受性的群体,如片脚类动物,在更高的浓度下存活下来,但仍然表现出亚致死的损伤,最明显的是减少了凋落叶的消耗——这是溪流养分循环的关键过程——在相当的暴露水平下,行为反应也发生了变化。软体动物表现出最高的耐受性,而昆虫是最敏感的。甲壳类动物对亚硝酸盐的耐受性差异很大,这与水中氯化物含量减轻亚硝酸盐毒性有关。氯化物浓度通常沿河流上升,使天然氯化物含量较低的上游地区及其物种面临更高的风险。这些差异突出了氮污染作为物种更替驱动因素的潜在作用,特别是在多应激源环境中。通过将物种特异性敏感性与更广泛的生态过程(如凋落叶消耗)联系起来,本研究为氮污染对淡水生物多样性和生态系统稳定性的级联效应提供了重要见解。
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引用次数: 0
Integrated approach for assessing and mitigating antibiotic contamination in natural waters using bioaccumulation and phytoremediation 利用生物积累和植物修复评估和减轻天然水体中抗生素污染的综合方法
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-19 DOI: 10.1186/s12302-025-01275-7
Patrícia Alexandre Evangelista, Ítallo Cristian da Silva de Oliveira, Felipe Machado de Oliveira Lourenço, Nicoli Gomes de Moraes, Rodrigo Floriano Pimpinato, Henrique Alves de Moraes, Walther Henrique Almeida Meneghini, Valdemar Luiz Tornisielo

The increase in global antibiotic consumption has intensified the presence of these substances in aquatic ecosystems. Related to this, phytoremediation studies have gained prominence due to their high efficiency in mitigating the contamination of emerging pollutants in aquatic ecosystems. In this context, the current study aimed to investigate the occurrence of antibiotics in the aquatic environment the efficiency of the macrophyte Salvinia auriculata in phytoremediation, and the bioaccumulation, depletion, and genotoxic effects in Astyanax bimaculatus exposed to enrofloxacin (EFX) and chloramphenicol (CAP). Environmental samples were collected from the Piracicaba River (SP) at different seasonal periods and analysed using LC–MS/MS. Antibiotics from the tetracycline, fluoroquinolone, and phenicol classes were mainly quantified, with higher concentrations in the dry season. Phytoremediation experiments with S. auriculata demonstrated removal rates greater than 95% for EFX, especially in treatments with higher biomass, while CAP showed lower removal rates (45%). In bioaccumulation and depletion tests, CAP showed greater persistence in fish tissues, while EFX was rapidly eliminated. The presence of S. auriculata modulated bioavailability, reducing the concentration in water, but, in some cases, increasing the absorption rate in fishes. In addition, genotoxic analyses revealed a CAP-induced increase in the frequency of micronuclei (MN) and nuclear abnormalities in erythrocytes (ANEs), an effect that was attenuated in the presence of the macrophyte. The results highlight the potential of S. auriculata as an effective phytoremediation tool, capable of reducing the antibiotic load in the environment and partially mitigating the genotoxic effects in aquatic organisms.

全球抗生素消费量的增加加剧了这些物质在水生生态系统中的存在。与此相关,植物修复研究因其在减轻水生生态系统中新出现的污染物污染方面的高效率而受到重视。在此背景下,本研究旨在探讨抗生素在水生环境中的发生情况、大型植物木耳沙星(Salvinia auriculata)的植物修复效率,以及暴露于恩诺沙星(EFX)和氯霉素(CAP)下的双马尾松(Astyanax bimaculatus)的生物积累、耗竭和遗传毒性效应。采用LC-MS /MS对不同季节的皮拉西卡巴河环境样品进行分析。抗生素以四环素类、氟喹诺酮类和苯酚类为主,在旱季浓度较高。用黑木耳进行的植物修复实验表明,EFX的去除率大于95%,特别是在生物量较高的处理中,而CAP的去除率较低(45%)。在生物积累和消耗试验中,CAP在鱼类组织中表现出更大的持久性,而EFX则迅速消除。黑木耳的存在调节了生物利用度,降低了水中的浓度,但在某些情况下,增加了鱼类的吸收率。此外,基因毒性分析显示,cap诱导红细胞微核(MN)和核异常(ANEs)的频率增加,这种影响在大型植物的存在下减弱。结果表明,auriculata作为一种有效的植物修复工具,能够减少环境中的抗生素负荷,并部分减轻水生生物的遗传毒性效应。
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引用次数: 0
Targeted gene silencing in crops via RNAi: opportunities and future integration with emerging technologies 通过RNAi在作物中实现靶向基因沉默:机遇和未来与新兴技术的整合
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-18 DOI: 10.1186/s12302-025-01278-4
Zeba Khan, Durre Shahwar, Mohammad Hadi Yunus, Younghoon Park

RNA interference is a powerful gene regulatory strategy in which RNA molecules participate in the sequence-specific inhibition of gene expression by dsRNA, either through transcriptional or translational suppression. Since the RNA-mediated interference (RNAi) has been acknowledged as a natural method for controlling gene expression in higher species, ranging from plants to people, it has a stronger impact on crop improvement. In this review, we focused on additional research in numerous areas including microRNA (mi RNA), small interfering RNA (siRNA), plant RNAi transformation vector and transgenic RNAi plants, and off-target effects. The RNAi mechanism involves small interfering RNA molecules that efficiently down-regulate desired genes. Manipulating genes through small RNA interference can lead to improved traits in crops, such as resistance to biotic and abiotic stresses, as well as nutritional enhancement through bio-fortification. We also summarized the successful use of RNAi in altering several desired traits in plants such as changes in morphology, increased nutrients content, enhanced plant biomass and grain yield, extended shelf life, development of seedless fruit, induction of male sterility, enhanced synthesis of secondary metabolite, improved biofuel production and enhanced defense against biotic and abiotic stresses. This review article presents an outline of the ideas and mechanisms of the RNAi approach in crop improvement through gene regulation and explores various applications across diverse aspect of crop enhancement while addressing current challenges.

RNA干扰是一种强大的基因调控策略,其中RNA分子通过转录或翻译抑制参与dsRNA对基因表达的序列特异性抑制。rna介导干扰(RNA-mediated interference, RNAi)已被认为是高等物种(从植物到人类)控制基因表达的一种天然方法,因此它对作物改良的影响更大。在这篇综述中,我们重点介绍了microRNA (mi RNA)、小干扰RNA (siRNA)、植物RNAi转化载体和转基因RNAi植物以及脱靶效应等多个领域的进一步研究。RNAi机制涉及小干扰RNA分子,有效下调所需基因。通过小RNA干扰操纵基因可以改善作物的性状,例如对生物和非生物胁迫的抗性,以及通过生物强化增强营养。我们还总结了RNAi在改变植物形态学、增加养分含量、提高植物生物量和籽粒产量、延长货架期、无籽果实发育、诱导雄性不育、促进次生代谢物合成、提高生物燃料产量和增强对生物和非生物胁迫的防御等方面的成功应用。本文概述了RNAi技术在基因调控作物改良中的思想和机制,并探讨了RNAi技术在作物改良中不同方面的应用,同时解决了当前面临的挑战。
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引用次数: 0
Microplastic contamination in agricultural soils: occurrence, polymer characterization, and ecological risk in banana farmlands of Southwestern India 农业土壤中的微塑料污染:印度西南部香蕉农田的发生、聚合物表征和生态风险
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-17 DOI: 10.1186/s12302-025-01295-3
Jadav Mulji Alabhai, Adupally Venkat Ramana Reddy, Rasmi Edayilliam, Banavath Manjula, Jeyabalan Sangeetha

Background

Microplastic pollution has been widely studied in aquatic environments, but limited evidence is available on its presence in agricultural soils, especially in India. Farmlands are increasingly exposed to plastic debris through irrigation, fertilizers, mulching materials, and other human activities. Understanding the occurrence and characteristics of microplastics in soil is critical for assessing potential ecological and agricultural risks. This study investigates the presence, types, and possible sources of microplastics in banana farmland soils of Kasaragod District, Kerala.

Results

A total of sixteen soil samples were collected in the month of February from banana cultivation areas in triplicates (n = 48). Microplastic contamination was confirmed in all samples, with concentrations ranging from 19.17 to 319.17 particles per kilogram of soil, and an average of 137.19 particles per kilogram of dry soil. Morphological analysis by microscopy revealed that fibres were the most dominant form (72%), followed by fragments (15%), microbeads (10%), and films (3%). Most of the particles black, blue, and red being the prevalent colours, with possible inputs from both agricultural and domestic sources. Polymer identification using Fourier transform infrared spectroscopy confirmed polypropylene (70%) and polyethylene (30%) as the main polymers. Pollution hazard index analysis suggested that all sites posed medium to high ecological risk with the highest PHI value recorded as 1100. Statistical analysis demonstrated significant differences in microplastic abundance among locations, and correlation analysis indicated a strong association between fibre particles and coloured microplastics, highlighting their link to human activities.

Conclusions

This study provides the first documented evidence of microplastic contamination in banana farmland soils in India. The findings demonstrate that agricultural soils can act as an important sink for microplastics and are vulnerable to ongoing plastic deposition from multiple sources. The dominance of coloured microplastic fibres suggests substantial anthropogenic contributions. The observed ecological risks underscore the urgent need for improved management of plastic waste, better agricultural practices, and stronger regulatory measures to protect soil quality and ensure sustainable farming systems. This highlights the critical need for integrating sustainable plastic management strategies within agricultural practices to prevent long-term soil degradation and ensure food security.

微塑料污染已经在水生环境中得到了广泛的研究,但关于其在农业土壤中的存在的证据有限,特别是在印度。农田因灌溉、施肥、覆盖材料和其他人类活动而越来越多地暴露于塑料碎片中。了解土壤中微塑料的发生和特征对于评估潜在的生态和农业风险至关重要。本研究调查了喀拉拉邦卡萨拉古德区香蕉农田土壤中微塑料的存在、类型和可能的来源。结果2月份共采集香蕉种植区土壤样品16份,分3份(n = 48)。所有样品均证实存在微塑料污染,浓度在每公斤土壤19.17至319.17颗粒之间,每公斤干土壤平均为137.19颗粒。显微镜形态分析显示,纤维是最主要的形式(72%),其次是碎片(15%),微珠(10%)和薄膜(3%)。大多数颗粒为黑色、蓝色和红色,可能来自农业和家庭来源。聚合物的傅里叶变换红外光谱鉴定证实聚丙烯(70%)和聚乙烯(30%)为主要聚合物。污染危害指数分析表明,各试验点均具有中高生态风险,最高PHI值为1100。统计分析表明,不同地点的微塑料丰度存在显著差异,相关性分析表明,纤维颗粒和有色微塑料之间存在很强的关联,突出了它们与人类活动的联系。本研究首次提供了印度香蕉农田土壤中微塑料污染的文献证据。研究结果表明,农业土壤可以作为微塑料的重要汇,并且容易受到来自多种来源的持续塑料沉积的影响。有色微塑料纤维占主导地位表明有很大的人为贡献。观察到的生态风险表明,迫切需要改善塑料废物管理,改进农业实践,加强监管措施,以保护土壤质量和确保可持续农业系统。这突出表明迫切需要将可持续塑料管理战略纳入农业实践,以防止长期土壤退化并确保粮食安全。
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引用次数: 0
Post-glacial microbial succession and carbon sequestration processes: insights from recent research 冰期后微生物演替和碳固存过程:来自最近研究的见解
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-13 DOI: 10.1186/s12302-025-01297-1
Wenmei Li, Shichang Kang, Wasim Sajjad

Background

Accelerated glacial retreat driven by climate change is rapidly reshaping alpine and polar environments, exposing deglaciated terrains that serve as critical sites for microbial colonization and early ecosystem development. These newly exposed substrates provide a unique setting for studying primary microbial succession, the onset of soil formation, and the initiation of biogeochemical cycles, particularly carbon cycling. Microbial communities, including bacteria, archaea, fungi, algae, and viruses, play pivotal roles in regulating elemental fluxes and establishing foundational ecosystem processes in these nascent landscapes.

Results

Recent studies highlight substantial shifts in microbial community structure and function across different glacial forefields and cryospheric habitats. Microbial assemblages display pronounced spatial heterogeneity shaped by physicochemical gradients and successional age. Functional analyses reveal diverse metabolic pathways involved in carbon fixation, organic matter transformation, and long-term carbon storage. Additionally, viral populations emerge as influential regulators of microbial metabolism and potential archives of past environmental conditions. The assembly of these communities is influenced by a combination of abiotic factors, dispersal mechanisms, and local adaptation, with cascading effects on carbon fluxes and nutrient dynamics.

Conclusions

Microbial processes in deglaciated environments are central to early biogeochemical transformations and represent key drivers of carbon sequestration in retreating glacial landscapes. Understanding the ecological roles, functional diversity, and climate sensitivity of these microbial communities is essential for projecting biogeochemical and climate system feedbacks in the context of ongoing glacial loss. Integrating microbial ecology into Earth system models will enhance predictions of carbon dynamics and inform conservation and climate mitigation strategies in polar and alpine regions.

气候变化导致的冰川加速退缩正在迅速重塑高山和极地环境,暴露出作为微生物定植和早期生态系统发展关键场所的冰川消融地形。这些新暴露的基质为研究初级微生物演替、土壤形成的开始和生物地球化学循环的开始,特别是碳循环提供了独特的环境。微生物群落,包括细菌、古生菌、真菌、藻类和病毒,在这些新生景观中调节元素通量和建立基础生态系统过程中起着关键作用。结果最近的研究强调了不同冰川前田和冰冻圈栖息地微生物群落结构和功能的实质性变化。微生物组合表现出明显的空间异质性,受物理化学梯度和演替年龄的影响。功能分析揭示了碳固定、有机物转化和长期碳储存的多种代谢途径。此外,病毒种群作为微生物代谢的有影响力的调节器和过去环境条件的潜在档案出现。这些群落的聚集受到非生物因素、扩散机制和局部适应的综合影响,对碳通量和营养动态具有级联效应。结论冰川消退环境中的微生物过程是早期生物地球化学转化的核心,是冰川消退景观中碳固存的关键驱动因素。了解这些微生物群落的生态作用、功能多样性和气候敏感性对于预测持续冰川消融背景下的生物地球化学和气候系统反馈至关重要。将微生物生态学纳入地球系统模型将加强对碳动态的预测,并为极地和高山地区的保护和气候减缓战略提供信息。
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引用次数: 0
Correction: Multivariate statistical detection of interactions between the use of ecosystem services and willingness to protect the Kaya Kambe (Kenya) based on survey data 更正:基于调查数据,对生态系统服务的使用与保护Kaya Kambe(肯尼亚)的意愿之间的相互作用进行多元统计检测
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-12 DOI: 10.1186/s12302-025-01285-5
Marlon Wichmann, Winfried Schröder, Alexandra Reith, Marco Rieckmann, Halimu Shauri
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引用次数: 0
Ground water quality assessment and forecasting using attention-based mechanisms 基于关注机制的地下水水质评价与预报
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-11 DOI: 10.1186/s12302-025-01216-4
Shyam Sundhar, S. Shashannk, D. Nandhini, S. Amutha

The world’s median population is projected to reach 8.8 billion by 2050, making water management, especially groundwater, increasingly important. This research article seeks to address the pressing need for an effective method of evaluating and forecasting groundwater quality. Traditionally, water quality testing methods entail significant experimentation, a time-consuming procedure. To overcome this challenge in an alternative way, our proposed methodology involves parameterizing groundwater physicochemical parameters (Q-value) using machine learning algorithms. Focusing on groundwater samples collected from the Russell River of Australia between December 2016 and April 2020 (scaled to approximately 1300 datapoints on average), this research article uses the concept of Q value, a standardized measure facilitating comprehensive water quality assessment. This study significantly contributes to sustainable water resource management by providing a comprehensive examination of groundwater quality through the utilization of deep learning algorithms. The proposed models, namely Conv-LSTM with Attention, Conv-Bi-LSTM with Attention, LSTM with Attention, and Bi-LSTM with Attention, not only offer a distinctive framework for forecasting Q values but also serve as essential tools for timely decision making in water resource distribution. Among these, the Bidirectional LSTM with Attention model achieved the highest predictive accuracy, with a root mean square error of 0.0057, a mean absolute error of 0.0022, a symmetric mean absolute percentage error of 3.8875%, and a coefficient of determination of 0.9910. These results demonstrate its effectiveness in capturing variability and accurately explaining observed trends in groundwater quality. The proposed framework is a reliable, scalable, and timely decision-support tool for water resource management and policy making.

到2050年,世界人口中位数预计将达到88亿,这使得水资源管理,特别是地下水管理变得越来越重要。本文旨在探讨一种评价和预测地下水水质的有效方法。传统上,水质检测方法需要大量的实验,这是一个耗时的过程。为了以另一种方式克服这一挑战,我们提出的方法涉及使用机器学习算法参数化地下水物理化学参数(q值)。本文以2016年12月至2020年4月期间从澳大利亚罗素河(Russell River)采集的地下水样本(平均缩放到约1300个数据点)为研究对象,采用了Q值的概念,这是一种便于综合水质评估的标准化度量。本研究通过利用深度学习算法提供地下水质量的全面检查,为可持续水资源管理做出了重大贡献。本文提出的带注意力的卷积LSTM模型、带注意力的卷积Bi-LSTM模型、带注意力的LSTM模型和带注意力的Bi-LSTM模型不仅为Q值预测提供了独特的框架,而且为水资源分配的及时决策提供了重要工具。其中,基于注意力模型的双向LSTM预测准确率最高,均方根误差为0.0057,平均绝对误差为0.0022,对称平均绝对百分比误差为3.8875%,决定系数为0.9910。这些结果证明了它在捕捉变化和准确解释观测到的地下水质量趋势方面的有效性。该框架为水资源管理和政策制定提供了可靠、可扩展和及时的决策支持工具。
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引用次数: 0
Passive samplers in surface water: a case-based evaluation of their use for point source pollution detection 地表水中的被动采样器:对其用于点源污染检测的案例评价
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-11 DOI: 10.1186/s12302-025-01191-w
Andrea Lentola, Anna Lunger, Anna Rottensteiner, Rainer Spitaler, Martina Bonadio

Background

Water contamination from pesticides is a significant environmental issue, affecting ecosystems and human health. Despite actions aimed at limiting pesticide levels in surface water, pollution persists. Pesticide contamination can stem from both non-point sources, such as agricultural runoff, and point sources, such as wastewater treatment plants. Accurate monitoring of these sources is challenging but crucial. Passive samplers have shown promising results in detecting pesticide levels over time but are not widely used for national monitoring. Effective monitoring of these sources is essential but remains challenging due to the limitations of conventional sampling techniques. This study shows how passive samplers can be used for identifying pesticide contamination from point sources of pollution linked to agricultural practices.

Results

Passive Samplers (POCIS) were placed in the studied water channel upstream and downstream of two potential point sources of pollution (a wastewater treatment plant and a water filling station) with an exposure time of 21 days. Furthermore, grab water samples were collected at the beginning and at the end of the POCIS exposure. The monitoring was performed continuously for several months, and the results obtained from both techniques were compared, using HPLC–MS/MS and GC–MS to measure pesticide concentrations. Passive samplers showed higher detection frequencies of pesticides compared to grab water samples in all sampling points, indicating its superior sensitivity and ability to provide valuable information. Significant differences in pesticide concentrations were observed downstream of the wastewater treatment plant, suggesting it as a relevant contamination source. Conversely, the water filling station had a minimal impact on pesticide concentration.

Conclusions

These findings highlight the potential of passive samplers as a powerful tool for high-resolution monitoring of pesticide pollution, offering a more effective approach for environmental assessments. Their ability to detect contamination trends over time makes them a valuable addition to monitoring programs, supporting more targeted mitigation strategies to improve water quality.

农药污染是影响生态系统和人类健康的重要环境问题。尽管采取了限制地表水中农药含量的行动,但污染仍然存在。农药污染既可以来自非点源,如农业径流,也可以来自点源,如废水处理厂。准确监测这些来源具有挑战性,但至关重要。被动采样器在检测长期农药水平方面显示出良好的结果,但并未广泛用于国家监测。有效监测这些来源至关重要,但由于传统采样技术的局限性,仍然具有挑战性。这项研究表明,被动采样器可以用于识别与农业实践有关的污染源的农药污染。结果在两个潜在污染源(污水处理厂和加水站)的上游和下游河道中放置被动采样器(POCIS),暴露时间为21 d。此外,在POCIS暴露开始和结束时采集了抓取水样。连续监测数月,比较两种技术的监测结果,分别采用HPLC-MS /MS和GC-MS测定农药浓度。在所有采样点,被动采样器的农药检测频率均高于抓取水样,表明被动采样器具有更高的灵敏度和提供有价值信息的能力。污水处理厂下游的农药浓度存在显著差异,提示其为相关污染源。相反,灌水站对农药浓度的影响最小。结论被动式采样器可作为高分辨率农药污染监测的有力工具,为环境评价提供一种更有效的方法。随着时间的推移,它们检测污染趋势的能力使它们成为监测计划的宝贵补充,支持更有针对性的缓解战略,以改善水质。
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引用次数: 0
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Environmental Sciences Europe
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