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Recent advance in enhanced adsorption of ionic dyes from aqueous solution: A review 离子染料在水溶液中的强化吸附研究进展
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-04-19 DOI: 10.1080/10643389.2023.2200714
J. Lu, Yi Zhou, Yanbo Zhou
Abstract Adsorption technology is a hot topic in the field of dye removal, and higher adsorption capacity is one of the eternal themes. Ionic dyes account for more than 90% of the literature on dyes adsorption in recent decade. In this article, various physical and chemical mechanisms of dye adsorption are combed in detail, and electrostatic interaction is the major mechanism of ionic dyes adsorption. The key to improving the adsorption capacity is to increase the electrostatic interaction force/surface charge of adsorbents. Moreover, different modification methods to improve the adsorption of ionic dyes by changing the charge properties of adsorbents were reviewed, including grafting functional groups, composite, and adsorbent structural modulation. The practical prospects of each modification method/substance were highlighted and discussed from the perspectives of performance, preparation processes, cost, and toxicity. This review mainly includes (1) the classification and adsorption mechanisms of dyes; (2) types, performance and application prospects of grafted ligands and substances applied for compositing; (3) the performance and limitations of the structural regulation methods; (4) research progresses of amphoteric adsorbents; (5) the prospect of adsorbents development and industrial-scale application. This review attempts to provide a detailed reference for the modification of adsorbents via electrostatic interaction regulation. Graphical Abstract
摘要:吸附技术是染料脱除领域的研究热点,提高吸附能力是永恒的主题之一。近十年来,离子染料的研究占染料吸附文献的90%以上。本文对染料吸附的各种物理化学机理进行了详细的梳理,静电相互作用是离子染料吸附的主要机理。提高吸附剂的静电作用力/表面电荷是提高吸附剂吸附能力的关键。综述了通过改变吸附剂的电荷性质来提高离子染料吸附性能的各种改性方法,包括接枝官能团、复合改性和吸附剂结构调制等。从性能、制备工艺、成本和毒性等方面重点讨论了各种改性方法/物质的应用前景。本文主要包括:(1)染料的分类和吸附机理;(2)接枝配体和复合材料的种类、性能及应用前景;(3)结构调节方法的性能和局限性;(4)两性吸附剂的研究进展;(5)吸附剂的发展和工业规模应用前景。本文试图为通过静电相互作用调控对吸附剂进行改性提供详细的参考。图形抽象
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引用次数: 3
Microplastics and nanoplastics in the soil-plant nexus: Sources, uptake, and toxicity 土壤-植物关系中的微塑料和纳米塑料:来源、吸收和毒性
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-04-11 DOI: 10.1080/10643389.2023.2196230
Nisha Singh, M. Abdullah, Xingmao Ma, V. Sharma
Abstract The agricultural sector is increasingly dependent upon the use of plastic products to enhance productivity. In addition to many incidental inputs, plastic fragments are progressively accumulating in soil following the degradation of plastic products. Microplastics (MPs, <5 mm) and nanoplastics (NPs, <1 µm) in agricultural soils have caused substantial concerns recently. The insidious interactions between plants, soil, and MPs/NPs in the agricultural environment could affect soil health, crop productivity, and threaten food safety and human health. Importantly, finer NPs can be taken up by plants, induce oxidative stress and negatively affect plant growth. Even though interactions of MPs/NPs with plants in the plant-soil nexus have been reported, a comprehensive review of the state of knowledge is lacking, which hinders continued progress in this emerging field. This review aims to fill the gap by extensively summarizing MPs/NPs sources in agriculture, techniques to investigate, impact on soil properties and accumulation in the plants. The synergistic effect of organic and inorganic co-contaminants and MPs/NPs are highlighted due to the widespread presence of these chemicals in agricultural soils. This review also presented possible mechanisms of MPs/NPs phytotoxicity. Although new information is emerging there is a paucity of data on the fate and impact of MPs/NPs in the plant-soil nexus. More efforts are needed to elucidate the fate and impact of MPs/NPs in agricultural soils to gain a deeper understanding of their health and safety implications. Graphical abstract
摘要农业部门越来越依赖使用塑料制品来提高生产力。除了许多附带的投入外,随着塑料产品的降解,塑料碎片正在土壤中逐渐积累。微塑料(MPs,<5 mm)和纳米塑料(NP,<1 µm)最近引起了人们的极大关注。农业环境中植物、土壤和MPs/NP之间的潜在相互作用可能影响土壤健康、作物生产力,并威胁食品安全和人类健康。重要的是,更精细的NP可以被植物吸收,诱导氧化应激并对植物生长产生负面影响。尽管已经报道了MPs/NP与植物在植物-土壤关系中的相互作用,但缺乏对知识状况的全面审查,这阻碍了这一新兴领域的持续进展。这篇综述旨在通过广泛总结农业中MPs/NP的来源、调查技术、对土壤性质的影响和植物中的积累来填补这一空白。由于这些化学物质在农业土壤中的广泛存在,有机和无机共污染物以及MPs/NP的协同效应得到了强调。这篇综述还介绍了MPs/NPs植物毒性的可能机制。尽管新的信息正在出现,但关于MPs/NP在植物-土壤关系中的命运和影响的数据却很少。需要做出更多努力来阐明MPs/NP在农业土壤中的命运和影响,以更深入地了解其对健康和安全的影响。图形摘要
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引用次数: 4
Microplastics and human health: Integrating pharmacokinetics 微塑料与人类健康:整合药代动力学
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-04-08 DOI: 10.1080/10643389.2023.2195798
J. C. Prata
Abstract Microplastics are widespread contaminants leading to environmental exposure. While studies on the prevalence in human tissues have multiplied, little is known about their pharmacokinetics. Mechanisms of absorption, distribution, metabolism, and excretion (ADME) must be addressed before effects on human health (i.e. pharmacodynamics) can be understood. Therefore, the objective of this review was to provide an integrated assessment on the fate of microplastics in the human body by gathering information from multiple fields of research (e.g. implants and microspheres). Absorption of microplastics mainly occurs through transcytosis in enterocytes, while larger particles may be internalized through gaps (e.g. persorption) or by uptake by phagocytes. Only microplastics <5 µm may reach the alveolar region, while large particles found in the lungs usually result from entrapment of circulating particles in the narrow pulmonary capillary network. Overall, absorption rates of microplastics are expected to be low. Microplastics are then distributed by the circulatory system, accumulating in the respiratory system, digestive system, liver, spleen, and brain. Metabolism may lead to the biodegradation of microplastics, mainly through enzymes and reactive oxygen species of macrophages, exposure to physiologic fluids, and microbiologic activity in the gut lumen. Finally, most microplastics will be removed by the liver or spleen and excreted in the feces. While this work provides an initial attempt at constructing a pharmacokinetics model for microplastics, further research is required. Ideally, future works should be conducted using histopathology techniques to obtain the precise location in the tissues and radiolabelled particles to allow tracking through time. Graphical Abstract
微塑料是导致环境暴露的广泛污染物。虽然对人体组织患病率的研究越来越多,但对其药代动力学知之甚少。在了解ADME对人体健康的影响(即药效学)之前,必须先解决其吸收、分布、代谢和排泄机制(ADME)。因此,本综述的目的是通过收集来自多个研究领域(如植入物和微球)的信息,对微塑料在人体内的命运提供一个综合评估。微塑料的吸收主要通过肠细胞的胞吞作用发生,而较大的颗粒可能通过间隙(如吸收)或被吞噬细胞摄取而内化。只有<5µm的微塑料才能到达肺泡区,而在肺部发现的大颗粒通常是由于循环颗粒在狭窄的肺毛细血管网络中被困。总的来说,微塑料的吸收率预计会很低。微塑料随后通过循环系统分布,积聚在呼吸系统、消化系统、肝脏、脾脏和大脑中。代谢可能导致微塑料的生物降解,主要通过巨噬细胞的酶和活性氧,暴露于生理液体和肠道内的微生物活性。最后,大多数微塑料会被肝脏或脾脏清除,并随粪便排出体外。虽然这项工作为构建微塑料的药代动力学模型提供了初步尝试,但还需要进一步的研究。理想情况下,未来的工作应该使用组织病理学技术来获得组织和放射性标记粒子的精确位置,以便进行时间跟踪。图形抽象
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引用次数: 8
Occurrence and potential harms of organochlorine pesticides (OCPs) in environment and their removal by periphyton 有机氯农药在环境中的发生、潜在危害及其周边生物的去除
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-04-08 DOI: 10.1080/10643389.2023.2196226
Cilai Tang, Zhihao Chen, Yingping Huang, I. Solyanikova, S. V. Mohan, Hongfeng Chen, Yonghong Wu
Abstract Organochlorine pesticides (OCPs) have been widely used around the world due to their high-efficiency and broad-spectrum insecticidal effects. However, they pose a severe threat to ecosystems and human health due to their easy bioaccumulation and high toxicity. Periphyton is ubiquitous in the submerged substrates surface. It plays a crucial role in carbon, nutrients elements cycling and contaminants transformation in environment. Periphyton can remove OCPs through bioadsorption, bioaccumulation and biodegradation, which alters the fate of OCPs in environment. This review presents a comprehensive summary of OCPs occurrence, global cycle, potential harm in environment, and their removal by periphyton. The OCPs residual have been detected frequently in different environmental medias such as water, soil, atmosphere, sediment, and organisms. Their harm is depending on their physicochemical properties and the exposure route. The main compositions and functions of periphyton have been summarized. Moreover, the artificial cultivation methods of periphyton in laboratory and in-situ field are compared. In addition, the mechanisms of periphyton-mediated OCPs removal and the main factors impacting OCPs removal are also discussed. Periphyton could self-regulate its biological communities to adapt to the OCPs and environment, and then regenerate new species to degrade OCPs. Finally, the prospect of OCPs removal by periphyton and future studies are also proposed. This review provides a systematic introduction on current knowledge of OCPs occurrence, cycle, potential harm in environment, and their removal by periphyton. Graphical Abstract
摘要有机氯农药以其高效、广谱的杀虫效果在世界各地得到了广泛的应用。然而,由于它们容易生物累积和毒性高,对生态系统和人类健康构成严重威胁。Periphyton普遍存在于淹没的基质表面。它在环境中的碳、营养元素循环和污染物转化中起着至关重要的作用。Periphyton可以通过生物吸附、生物积累和生物降解来去除OCPs,从而改变OCPs在环境中的命运。本文综述了OCPs的发生、全球循环、环境中的潜在危害以及外周生物对其的清除。OCPs残留在水、土壤、大气、沉积物和生物体等不同的环境介质中经常被检测到。它们的危害取决于它们的物理化学性质和暴露途径。综述了外周生物的主要组成和功能。此外,还比较了室内和现场栽培的栽培方法。此外,还讨论了外周菌介导的OCPs去除机制以及影响OCPs去除的主要因素。Periphyton可以自我调节其生物群落以适应OCPs和环境,然后再生新物种以降解OCPs。最后,对外周生物去除OCPs的前景和今后的研究方向进行了展望。这篇综述系统地介绍了OCPs的发生、周期、环境中的潜在危害以及外周生物对其的去除。图形摘要
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引用次数: 5
Decoding the marine biogeochemical cycling of mercury by stable mercury isotopes 通过稳定的汞同位素解码汞的海洋生物地球化学循环
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-04-05 DOI: 10.1080/10643389.2023.2195797
Lin Yang, Ben Yu, Deming Han, Kun Zhang, Hong-wei Liu, Cailing Xiao, Li-gang Hu, Yongguang Yin, Jianbo Shi, Guibin Jiang
Abstract The oceans, serving as some of the most extensive reservoirs of mercury (Hg) on Earth, play an essential role in the global Hg biogeochemical circulation, as a sink for atmospheric deposits and surface runoff while simultaneously emitting Hg to the atmosphere. Clarifying the mechanisms during cycling of Hg in marine ecosystems is a crucial segment in elucidating global Hg behavior and assessing its risks to wildlife and humans. The stable Hg isotope technique has emerged as a powerful tool for identifying potential sources and certain processes of Hg. Herein, the research advances in marine Hg biogeochemical cycling were reviewed from an isotopic tracing perspective, including sources of marine Hg, isotopic fingerprints across various marine media, and applications of Hg isotopes in pathways, transport, and transformation mechanisms associated with marine environments. The knowledge gaps and challenges were further discussed in the development of ultratrace level and species-specific isotopic analytical methods, the isotope fractionation mechanisms in reactions and processes, and the integration of multiple approaches and cross disciplines. These future studies would advance our understanding of Hg behavior in oceanic environments, its authentic function, and interactions with other ecosystems in the global Hg cycle, and evaluate its response to environmental changes. Graphical Abstract
海洋作为地球上最广泛的汞储集层,在全球汞生物地球化学循环中发挥着重要作用,作为大气沉积物和地表径流的汇,同时向大气排放汞。阐明汞在海洋生态系统中的循环机制是阐明全球汞行为和评估其对野生动物和人类风险的关键环节。本文从同位素示踪的角度,综述了近年来海洋汞生物地球化学循环的研究进展,包括海洋汞的来源、各种海洋介质中的同位素指纹图谱以及汞同位素在海洋环境相关途径、运输和转化机制中的应用。进一步讨论了超痕量水平和物种特异性同位素分析方法的发展、反应和过程中的同位素分馏机制以及多方法和跨学科的整合等方面的知识空白和挑战。这些未来的研究将促进我们对海洋环境中汞的行为、其真实功能以及与全球汞循环中其他生态系统的相互作用的理解,并评估其对环境变化的响应。图形抽象
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引用次数: 0
Biochar-derived dissolved organic matter (BDOM) and its influence on soil microbial community composition, function, and activity: A review 生物炭衍生溶解有机质(BDOM)及其对土壤微生物群落组成、功能和活性的影响
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-31 DOI: 10.1080/10643389.2023.2190333
Muhammad Azeem, T. Sun, P. G. Jeyasundar, Ruixia Han, Hui Li, H. Abdelrahman, S. Shaheen, Yong-guan Zhu, Gang Li
Abstract Biochar-derived dissolved organic matter (BDOM) plays key roles in soil ecosystem by affecting soil physicochemical and biological properties and supplying nutrients to soil microbes. It can either enhance or suppress the growth of certain soil microorganisms, depending on its composition and content of labile organic compounds. This review aims to discuss and summarize the role of BDOM in modifying soil microbial functioning, microbial community structure, and enzymatic activity. We mainly focus on the role of BDOM as a function of its concentration, type of feedstock biomass, and pyrolysis temperature (PT). Results show that saw dust- and manure-based biochars produce higher BDOM concentrations than straw-, bone-, and sludge-based biochars. The types of feedstock biomass and its PT determine BDOM characteristics and its interaction with soil microbial communities. Plant-derived biochar with pyrolysis temperature ≤300 °C often results in a more aliphatic BDOM than that with pyrolysis temperature ≥500 °C, which yields a more aromatic BDOM. BDOM of plant biochar contains higher specific ultraviolet absorbance (SUVA) and humification index (HIX) than that of manure biochar. The SUVA and HIX of BDOM positively correlate (R 2=0.68–0.96) with the content of total fatty acid methyl esters, but negatively correlate with the abundances of actinomycetes, arbuscular mycorrhizae, and fungal communities. However, the environmental fate of BDOM in biochar amended soil requires long-term experiment, both in laboratory and field scales, to provide a full understating of BDOM interaction with soil organic matter and microorganisms and help to tailor a safe utilization of biochar in agroecosystems.
摘要生物炭溶解有机质(BDOM)通过影响土壤理化和生物特性,为土壤微生物提供养分,在土壤生态系统中发挥着重要作用。它可以增强或抑制某些土壤微生物的生长,这取决于其组成和不稳定有机化合物的含量。本文旨在讨论和总结BDOM在改变土壤微生物功能、微生物群落结构和酶活性方面的作用。我们主要关注BDOM作为其浓度、原料生物质类型和热解温度(PT)的函数的作用。结果表明,木屑和粪肥基生物炭比秸秆、骨和污泥基生物炭产生更高的BDOM浓度。原料生物量的类型及其PT决定了BDOM的特征及其与土壤微生物群落的相互作用。热解温度≤300的植物生物炭 °C通常会产生比热解温度≥500时更脂族的BDOM °C,产生更芳香的BDOM。植物生物炭的BDOM比粪肥生物炭具有更高的比紫外吸收率(SUVA)和腐殖化指数(HIX)。BDOM的SUVA和HIX与总脂肪酸甲酯含量呈正相关(R2=0.68–0.96),但与放线菌、丛枝菌根和真菌群落的丰度呈负相关。然而,BDOM在生物炭改良土壤中的环境命运需要在实验室和田间进行长期实验,以充分了解BDOM与土壤有机质和微生物的相互作用,并有助于调整生物炭在农业生态系统中的安全利用。
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引用次数: 1
A review on the heterogeneous oxidation of SO2 on solid atmospheric particles: Implications for sulfate formation in haze chemistry SO2在大气固体颗粒上的非均相氧化研究进展:对霾化学中硫酸盐形成的影响
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-31 DOI: 10.1080/10643389.2023.2190315
Q. Ma, Chunyan Zhang, Chang Liu, G. He, P. Zhang, Hao Li, Biwu Chu, Hong S. He
Abstract The oxidation of sulfur dioxide (SO2) to sulfate in the atmosphere is an important concern in regional air quality, global climate change, and human health. While gas-phase and liquid-phase oxidation of SO2 are widely regarded as important sources of sulfate, the contribution of the heterogeneous oxidation process on particle surfaces is controversial. Recently, this heterogeneous chemistry has been considered to be an important mechanism that is missing in current models to explain sulfate concentrations observed in haze episodes in East Asia. Therefore, the heterogeneous oxidation of SO2 on particles under the conditions of complex air pollution needs to be reassessed. This review summarizes the fundamental understanding of the heterogeneous reactions of SO2 on solid particles such as mineral dust, black carbon, sea salts, organic aerosol, and so on. The factors affecting the mechanism and kinetics of the heterogeneous reactions of SO2, including coexisting components (O3, NO2, H2O2, NH3, and VOCs), reactive sites, surface properties, relative humidity, and illumination, are reviewed. Reactive oxygen species involved in the heterogeneous oxidation of SO2 on particles are discussed. To our knowledge, while previous reviews have appeared on the oxidation of SO2 in the aqueous-phase, this is the first review on the atmospheric heterogeneous reactions of SO2 on the surface of solid particles, which can be of help in understanding the sulfur cycle in the atmosphere and its environmental impacts. A number of recommendations for future research are also presented.
摘要大气中二氧化硫(SO2)氧化为硫酸盐是区域空气质量、全球气候变化和人类健康的一个重要问题。虽然SO2的气相和液相氧化被广泛认为是硫酸盐的重要来源,但颗粒表面的非均相氧化过程的贡献是有争议的。最近,这种非均相化学被认为是当前模型中缺失的一个重要机制,用于解释东亚雾霾事件中观察到的硫酸盐浓度。因此,在复杂的空气污染条件下,SO2在颗粒物上的非均相氧化需要重新评估。综述了SO2在矿尘、炭黑、海盐、有机气溶胶等固体颗粒上的非均相反应的基本认识。影响SO2非均相作用机理和动力学的因素,包括共存组分(O3、NO2、H2O2、NH3和VOCs)、反应位点、表面性质、相对湿度,以及照明。讨论了SO2在颗粒上非均相氧化过程中涉及的活性氧物种。据我们所知,虽然以前的综述都是关于SO2在水相中的氧化,但这是对SO2在固体颗粒表面的大气非均相反应的首次综述,这有助于理解大气中的硫循环及其对环境的影响。还提出了一些对未来研究的建议。
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引用次数: 1
Comprehensive depolymerization of lignin from lignocellulosic biomass: A review 木质纤维素生物质木质素综合解聚研究进展
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-23 DOI: 10.1080/10643389.2023.2190314
Qinghua Ji, Xiaojie Yu, Li Chen, A. T. Mustapha, C. Okonkwo, Cunshan Zhou, Xianming Liu
Abstract Converting biomass to produce renewable chemicals is one of the significant ways to realize the development of green chemistry and sustainable chemical industry. As the main component of lignocellulosic biomass, lignin is the most abundant natural polyphenol. Its unique phenolic properties and high carbon content make it potentially exploited. Biomass lignin depolymerization can be divided into thermochemical, chemical catalysis, electrocatalysis, and biological depolymerization methods. In this review, the catalytic reaction systems involved in different methods of lignin depolymerization were extensively described from various aspects, and the degradation products and reaction mechanisms were discussed and analyzed. The effects of novel green-deep eutectic solvents on biomass lignin depolymerization were reviewed in particular. Each method of biomass lignin depolymerization has its own advantages and disadvantages. The different sources of biomass lignin should be selected objectively according to its compositional structure, so as to achieve efficient biomass lignin depolymerization. In addition, the challenges and future development prospects of biomass lignin depolymerization were also discussed.
摘要生物质转化生产可再生化学品是实现绿色化学和可持续化工发展的重要途径之一。作为木质纤维素生物质的主要成分,木质素是最丰富的天然多酚。其独特的酚醛特性和高含碳量使其具有开发潜力。生物质木质素解聚可分为热化学法、化学催化法、电催化法和生物解聚法。本文从各个方面综述了木质素不同解聚方法所涉及的催化反应体系,并对降解产物和反应机理进行了讨论和分析。重点综述了新型绿深共晶溶剂对生物质木质素解聚的影响。各种生物质木质素解聚方法各有优缺点。应根据其组成结构客观选择不同来源的生物质木质素,从而实现高效的生物质木质素解聚。此外,还讨论了生物质木质素解聚面临的挑战和未来的发展前景。
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引用次数: 3
Current applications and future impact of machine learning in emerging contaminants: A review 机器学习在新兴污染物中的当前应用和未来影响:综述
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-23 DOI: 10.1080/10643389.2023.2190313
Lang Lei, Ruirui Pang, Zhibang Han, Dong Wu, Bing Xie, Yinglong Su
Abstract With the continuous release into environments, emerging contaminants (ECs) have attracted widespread attention for the potential risks, and numerous studies have been conducted on their identification, environmental behavior bioeffects, and removal. Owing to the superiority of dealing with high-dimensional and unstructured data, a new data-driven approach, machine learning (ML), has been gradually applied in the research of ECs. This review described the fundamental principle, algorithms, and workflow of ML, and summarized advances of ML applications for typical ECs (per- and polyfluoroalkyl substances, nanoparticles, antibiotic resistance genes, endocrine-disrupting chemicals, microplastics, antibiotics, and pharmaceutical and personal care products). ML methods showed practicability, reliability, and effectiveness in predicting or analyzing the occurrence, distribution, bioeffects, and removal of ECs, and various algorithms and derived models were developed and optimized to obtain better performance. Moreover, the size and homogeneity of the data set strongly influence the application of ML, and choosing the appropriate ML models with different characteristics is crucial for addressing specific problems related to the data sets. Future efforts should focus on improving the quality of data set and adopting more advanced algorithms, developing the potential of quantitative structure-activity relationship, and promoting the applicability domains and interpretability of models. In addition, the development of codeless ML tools will benefit the accessibility of ML models. Graphical abstract
随着新兴污染物(emerging pollutants, ECs)不断释放到环境中,其潜在的风险引起了人们的广泛关注,人们对其识别、环境行为、生物效应和去除等方面进行了大量的研究。由于处理高维和非结构化数据的优越性,一种新的数据驱动方法——机器学习(ML)已逐渐应用于ec的研究中。本文综述了机器学习的基本原理、算法和工作流程,并概述了机器学习在典型ECs(全氟烷基和多氟烷基物质、纳米颗粒、抗生素耐药基因、内分泌干扰物、微塑料、抗生素、药品和个人护理产品)中的应用进展。ML方法在预测或分析ECs的发生、分布、生物效应和去除方面显示出实用性、可靠性和有效性,并开发和优化了各种算法和衍生模型以获得更好的性能。此外,数据集的大小和同质性强烈影响机器学习的应用,选择具有不同特征的适当机器学习模型对于解决与数据集相关的具体问题至关重要。未来的工作应侧重于提高数据集的质量和采用更先进的算法,开发定量结构-活动关系的潜力,提高模型的适用范围和可解释性。此外,无代码机器学习工具的开发将有利于机器学习模型的可访问性。图形抽象
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引用次数: 54
Influences of arbuscular mycorrhizal fungi on crop growth and potentially toxic element accumulation in contaminated soils: A meta-analysis 丛枝菌根真菌对作物生长和污染土壤中潜在有毒元素积累的影响:荟萃分析
IF 12.6 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-09 DOI: 10.1080/10643389.2023.2183700
Li Chen, Fayuan Wang, Zhiqing Zhang, Herong Chao, Haoran He, Weifang Hu, Yifeng Zeng, Chengjiao Duan, Ji Liu, Linchuan Fang
Abstract Soil pollution from potentially toxic elements (PTEs) is a serious environmental issue worldwide that affects agricultural safety and human health. Arbuscular mycorrhizal fungi (AMF), as ecosystem engineers, can alleviate PTE toxicity in crop plants. However, the comprehensive effects of AMF on crop performance in PTE-contaminated soils have not yet been recognized globally. Here, a meta-analysis of 153 studies with 3213 individual observations was conducted to evaluate the effects of AMF on the growth and PTE accumulation of five staple crops (wheat, rice, maize, soybean, and sorghum) in contaminated soils. Our results demonstrated that AMF had strong positive effects on the shoot and root biomass. This is because AMF can effectively alleviate oxidative damage induced by PTEs by stimulating photosynthesis, promoting nutrition, and activating non-enzymatic and enzymatic defense systems in crop plants. AMF also decreased shoot PTE accumulation by 23.6% and increased root PTE accumulation by 0.8%, demonstrating that AMF effectively inhibited the PTE transfer and uptake by crop shoot. Meanwhile, AMF-mediated effects on shoot PTE accumulation were weaker in soils with pH > 7.5. Overall, this global survey has essential implications on the ability of AMF to enhance crop performance in PTE-contaminated soils and provides insights into the guidelines for safe agricultural production worldwide. Graphical abstract
摘要潜在有毒元素对土壤的污染是世界范围内一个严重的环境问题,影响着农业安全和人类健康。丛枝菌根真菌(AMF)作为生态系统工程师,可以减轻作物PTE的毒性。然而,AMF对PTE污染土壤中作物生长性能的综合影响尚未得到全球认可。在此,对153项研究进行了荟萃分析,共有3213项个体观察,以评估AMF对五种主要作物(小麦、水稻、玉米、大豆和高粱)在污染土壤中生长和PTE积累的影响。结果表明,AMF对地上部和根系生物量具有较强的正向影响。这是因为AMF可以通过刺激作物光合作用、促进营养以及激活非酶和酶防御系统,有效减轻PTEs诱导的氧化损伤。AMF还使地上部PTE积累减少23.6%,使根部PTE积累增加0.8%,表明AMF有效抑制了PTE的转移和吸收。同时,AMF介导的对芽PTE积累的影响在pH>7.5的土壤中较弱。总的来说,这项全球调查对AMF在PTE污染土壤中提高作物性能的能力具有重要意义,并为全球农业安全生产指南提供了见解。图形摘要
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引用次数: 15
期刊
Critical Reviews in Environmental Science and Technology
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