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Unlocking the potential of data harmonization and FAIRness in chemical risk assessment: lessons from practice and insights for policy development 在化学品风险评估中释放数据统一和 FAIRness 的潜力:从实践中汲取的教训和对政策制定的启示
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-08 DOI: 10.1186/s12302-024-01022-4
Oona Freudenthal, Marcos Da Silveira, Louis Deladiennee

Persistent and toxic chemicals remain a significant pollution concern, underscored by the European Union's Zero Pollution Action Plan. Daily exposure to complex chemical mixtures starts early and continues throughout life, for instance for consumer products such as toys, plasticware, furniture, and synthetic fibres. EU-funded research projects like COPHES/DEMOCOPHES, HBM4EU, and PARC have documented population exposure to these substances. The outcomes of such research initiatives have contributed to highlighting the adverse health impacts of Substances of Concern (SoCs), leading to several regulatory actions within the EU. SoCs include hazardous chemicals such as carcinogens, mutagens, endocrine disruptors, and “persistent, bioaccumulative, and mobile” (PBM) chemicals. The digital transformation in chemicals management has resulted in policies that mandate electronic submissions of chemical risk assessment-relevant data, and the creation of industry-specific databases like the Substances of Concern in Products (SCIP) database, established by the European Chemicals Agency (ECHA) under the revised Waste Framework Directive (WstFD). These databases describe SoCs and their link with products, offering a comprehensive view of chemical quantities, emission sources, exposure pathways, and other relevant data, contingent on robust data governance. Effective chemical risk assessment requires characterizing hazards, exposure sources and levels, and drawing conclusions concluding on potential risks, supported by a well-defined problem formulation and monitoring. This includes setting objectives and defining the scope of the risk assessment and decision-making, particularly regarding early warning signal detection for the purpose of public health protection. Successful risk assessment hinges on access to robust, traceable, accessible, and interoperable data across scientific disciplines and regulatory frameworks. This paper discusses the challenges of aggregating human health risk assessment-relevant chemical information from multiple sources, especially from the perspective of data fusion and reuse. It presents findings from a research project focused on utilizing chemicals datasets from various governmental and scientific sources. The study highlights the need for improved data presentation and availability to enhance usability for all stakeholders. Recommendations are made for the EU Commission, ECHA, industry, and academia to support harmonized data practices, increased transparency, and the development of sustainable chemical applications fostering safer market introductions. These recommendations can also be useful to other data providers that care about the reusability of the data they publish or manage.

欧盟的 "零污染行动计划 "强调,持久性有毒化学品仍然是一个重大的污染问题。人们很早就开始接触复杂的化学混合物,并持续一生,例如玩具、塑料制品、家具和合成纤维等消费品。欧盟资助的研究项目,如 COPHES/DEMOCOPHES、HBM4EU 和 PARC,记录了人们接触这些物质的情况。这些研究项目的成果有助于凸显 "关注物质"(SoCs)对健康的不利影响,并促使欧盟采取了多项监管行动。SoCs 包括致癌物、诱变剂、内分泌干扰物和 "持久性、生物累积性和流动性"(PBM)化学品等危险化学品。化学品管理的数字化转型催生了一些政策,强制要求以电子方式提交化学品风险评估相关数据,并创建了特定行业数据库,如欧洲化学品管理局(ECHA)根据修订后的《废物框架指令》(WstFD)建立的 "产品中的相关物质"(SCIP)数据库。这些数据库描述了 SoCs 及其与产品的联系,提供了化学品数量、排放源、暴露途径和其他相关数据的综合视图,但这取决于强大的数据管理。有效的化学品风险评估需要对危害、暴露源和暴露水平进行描述,并在明确界定的问题表述和监测的支持下,得出潜在风险的结论。这包括设定目标和界定风险评估和决策的范围,特别是以保护公众健康为目的的早期预警信号检测。成功的风险评估取决于能否获得跨科学学科和监管框架的可靠、可追溯、可访问和可互操作的数据。本文讨论了从多个来源汇总与人类健康风险评估相关的化学信息所面临的挑战,特别是从数据融合和再利用的角度进行了讨论。它介绍了一个研究项目的结果,该项目侧重于利用来自不同政府和科学来源的化学品数据集。研究强调了改进数据展示和可用性的必要性,以提高所有利益相关者的可用性。为欧盟委员会、欧洲化学品管理局、工业界和学术界提出了建议,以支持统一数据实践、提高透明度和开发可持续的化学品应用,促进更安全的市场引入。这些建议对关心其发布或管理的数据的可重用性的其他数据提供者也很有用。
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引用次数: 0
Heavy metal contamination and potential health risks in upland rice-producing soils of rotational shifting cultivation in northern Thailand 泰国北部轮作轮垦高地水稻生产土壤中的重金属污染和潜在健康风险
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-08 DOI: 10.1186/s12302-024-01023-3
Noppol Arunrat, Praeploy Kongsurakan, Sukanya Sereenonchai

Rotational shifting cultivation (RSC) is commonly practiced in northern Thailand for upland rice cultivation, primarily for household consumption. However, the potential health risks from heavy metal contamination in these soils have not been thoroughly explored. This study aimed to evaluate the contamination of six heavy metals (Arsenic (As), Mercury (Hg), Cadmium (Cd), Lead (Pb), Copper (Cu), and Chromium (Cr)) in upland rice across RSC fields with varying fallow periods and assess the associated health risks from rice consumption. Four RSC fields with 5, 6, 10, and 12-year fallow periods were examined. The RSC-6Y and RSC-12Y fields were used for upland rice cultivation in 2022, while the RSC-5Y and RSC-10Y fields were cultivated in 2023. The geo-accumulation index (Igeo) was calculated, and translocation factors (TF) were assessed for the transfer of heavy metals from soil to straw (TFStraw/Soil), straw to grain (TFGrain/Straw), and soil to grain (TFGrain/Soil). The results indicated that after burning vegetation in the RSC fields, the highest concentrations of Pb, Cr, and Hg were found in the ash. In RSC soils, Cu, Cr, As, Pb, and Hg levels were below reference standards, with Cd undetected. In rice grains, the order of concentration was Pb > Cu > Cr > As, with Hg and Cd undetected. Pb levels in rice grains exceeded the safety threshold. Igeo values indicated no contamination to moderate contamination across sites, with negative Igeo values for Cr and Cu, and zero values for Cd. The TF results showed limited transfer of As, Hg, and Cd from soil to rice plants (TFStraw/Soil < 0.1), but notable transfer for Pb, Cr, and Cu. Pb was readily transferred from soil to grain (TFGrain/Soil), posing a potential health risk. The study highlights potential non-carcinogenic and carcinogenic risks from heavy metal exposure, particularly Pb, and underscores the need for further research to determine contamination sources and mitigation strategies.

轮作轮垦(RSC)是泰国北部高地水稻种植的普遍做法,主要用于家庭消费。然而,这些土壤中的重金属污染对健康的潜在风险尚未得到深入探讨。本研究旨在评估不同休耕期的 RSC 稻田高地水稻中六种重金属(砷 (As)、汞 (Hg)、镉 (Cd)、铅 (Pb)、铜 (Cu) 和铬 (Cr))的污染情况,并评估食用大米对健康造成的相关风险。对休耕期分别为 5 年、6 年、10 年和 12 年的四块 RSC 稻田进行了研究。RSC-6Y和RSC-12Y田块在2022年用于种植陆地水稻,而RSC-5Y和RSC-10Y田块则在2023年种植。计算了地理累积指数(Igeo),并评估了重金属从土壤到秸秆(TFStraw/Soil)、从秸秆到谷物(TFGrain/Straw)以及从土壤到谷物(TFGrain/Soil)的转移因子(TF)。结果表明,焚烧 RSC 田间植被后,灰烬中铅、铬和汞的浓度最高。在 RSC 土壤中,铜、铬、砷、铅和汞的含量低于参考标准,镉未被检测到。在水稻谷粒中,铅、铜、铬、砷的浓度顺序依次为铅、铜、铬、砷,未检测到汞和镉。米粒中的铅含量超过了安全阈值。各地点的 Igeo 值从无污染到中度污染不等,其中铬和铜的 Igeo 值为负值,镉的 Igeo 值为零。TF 结果显示,砷、汞和镉从土壤向水稻植株的转移有限(TFStraw/Soil < 0.1),但铅、铬和铜的转移显著。铅很容易从土壤转移到谷物(TFGrain/Soil),对健康构成潜在风险。该研究强调了重金属(尤其是铅)暴露的潜在非致癌和致癌风险,并强调了进一步研究确定污染源和缓解策略的必要性。
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引用次数: 0
Microbial biopesticides are inhibited by honey bee royal jelly and in vitro larval diet 蜜蜂蜂王浆和体外幼虫饮食对微生物生物农药的抑制作用
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-08 DOI: 10.1186/s12302-024-01020-6
Daniel R. Schmehl, David Larsen, Camille Gomez, Lisa Ortego

The interest in and use of biological materials in crop production is increasing globally at a rapid pace. In many cases, testing methods for conventional chemicals are applied to microbial-based biopesticides because specific microbial test methods are lacking. However, not all methods are easily transferred to microbial-based products. An evaluation was conducted to determine if OECD (Organization for Economic Co-operation and Development) Guidance Document No. 239 on honey bee larval toxicity could be adapted to microbial pesticides. In our study, five microbes, including B. pumilus, B. thuringiensis, B. velezensis, Paenibacillus larvae, and Ascophaera apis were grown on agar media and spotted with either honey bee in vitro larval diet or royal jelly. We observed that the honey bee larval bee diet and royal jelly did not inhibit the fungal honey bee pathogen Ascophaera apis, yet inhibited the growth of bacteria, including a known honey bee larval pathogen. This finding may make the test unreliable for certain biopesticides. The OECD is considering biopesticide-specific testing guidelines, and the EPA has indicated it to update itsbiopesticide bee test guidelines. However, additional research is needed to determine which options may be feasible and provide the best improvements.

在全球范围内,人们对作物生产中使用生物材料的兴趣与日俱增。在许多情况下,由于缺乏特定的微生物测试方法,传统化学品的测试方法被应用于微生物生物农药。然而,并非所有方法都能轻易地应用于微生物产品。我们进行了一项评估,以确定 OECD(经济合作与发展组织)关于蜜蜂幼虫毒性的第 239 号指导文件能否适用于微生物农药。在我们的研究中,在琼脂培养基上培养了五种微生物,包括 B. pumilus、B. thuringiensis、B. velezensis、Paenibacillus larvae 和 Ascophaera apis,并用蜜蜂体外幼虫饮食或蜂王浆进行点染。我们观察到,蜜蜂幼虫饲料和蜂王浆对真菌蜜蜂病原体 Ascophaera apis 没有抑制作用,但却能抑制细菌的生长,包括一种已知的蜜蜂幼虫病原体。这一发现可能会使某些生物农药的试验变得不可靠。经济合作与发展组织(OECD)正在考虑制定针对生物农药的测试准则,美国环保署(EPA)也表示将更新其生物农药蜜蜂测试准则。不过,还需要进行更多的研究,以确定哪些方案可行并能提供最好的改进。
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引用次数: 0
COVID-19 pandemic microplastics environmental impacts predicted by deep random forest (DRF) predictive model 用深度随机森林(DRF)预测模型预测 COVID-19 大流行病微塑料对环境的影响
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-07 DOI: 10.1186/s12302-024-01019-z
Liping Chen, Arkan K. S. Sabonchi, Yaser A. Nanehkaran

Background

Microplastic pollution is a pressing issue with far-reaching environmental and public health consequences. This study delves into the intricacies of predicting microplastic pollution during the COVID-19 pandemic in Tehran, Iran.

Methods

The research introduces a rigorous comparative analysis that evaluates the predictive prowess of the Deep Random Forest algorithm and established benchmarks, such as Random Forest, Decision Trees, Gradient Boosting, AdaBoost, and Support Vector Machine. The evaluation process encompasses a meticulous 70–30 training–testing split of the main data set. Performance is assessed by analysis metrics, including ROC and statistical errors. The primary data set encompasses distinct categories, including household wastes, hospital wastes, clinics wastes, and unknown-originated susceptible waste which is categorized in Infected items, PPEs, SUPs, Test kits, Medical packages, Unknown-originated pandemic mircoplastic waste. Deliberately, this data set was partitioned into training and testing subsets, ensuring the robustness and reliability of subsequent analyses. Approximately 70% of the main database was allocated to the training data set, with the remaining 30% constituting the testing data set.

Results

The findings underscore the proposed algorithm’s supremacy, boasting an impressive AUC = 0.941. This exceptional score reflects the model’s precision in categorizing microplastics. These results have profound implications for environmental management and public health during pandemics.

Conclusions

The study positions the proposed model as a potent tool for microplastic pollution prediction, encouraging further research to refine predictive models and tap into new data sources for a more comprehensive understanding of microplastic dynamics in urban settings.

背景微塑料污染是一个紧迫的问题,对环境和公众健康有着深远的影响。本研究深入探讨了在伊朗德黑兰 COVID-19 大流行期间预测微塑料污染的复杂性。 方法本研究引入了严格的比较分析,评估深度随机森林算法与随机森林、决策树、梯度提升、AdaBoost 和支持向量机等既定基准的预测能力。评估过程包括对主要数据集进行细致的 70-30% 训练-测试分离。性能通过分析指标进行评估,包括 ROC 和统计误差。主数据集包含不同类别,包括家庭废物、医院废物、诊所废物和来源不明的易感废物,其中来源不明的易感废物又分为受感染物品、个人防护设备、SUP、检测包、医疗包和来源不明的大流行性贻误性废物。该数据集被有意划分为训练子集和测试子集,以确保后续分析的稳健性和可靠性。约 70% 的主数据库分配给了训练数据集,其余 30% 构成了测试数据集。这一优异成绩反映了该模型在微塑料分类方面的精确性。这些结果对大流行病期间的环境管理和公共卫生有着深远的影响。结论这项研究将提出的模型定位为预测微塑料污染的有力工具,鼓励进一步研究完善预测模型,并利用新的数据源更全面地了解城市环境中的微塑料动态。
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引用次数: 0
Is environmental risk assessment possible with the alternatives to acute fish toxicity test? Case study with pharmaceuticals 用急性鱼类毒性试验的替代品进行环境风险评估可行吗?药品案例研究
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-05 DOI: 10.1186/s12302-024-01015-3
Marie Mlnaříková, Marek Pípal, Lucie Bláhová, Luděk Bláha

Background

Acute fish toxicity test (AFT) is one of the cornerstones of environmental risk assessment (ERA) of chemicals for the aquatic environment. Despite many efforts to find an alternative able to fully replace the test, there is still lasting pressure from stakeholders for AFT results.

Results

Here, we present the results of a case study with eight pharmaceuticals from various pharmaceutical groups with different levels of expected toxicity to fish. Selected compounds were tested in two validated alternative tests—fish embryo toxicity test with zebrafish (Danio rerio) (zFET) and in vitro RTgill-W1 assay according to their corresponding OECD guidelines TG 236 and TG 249, respectively. Data for AFT were collected from PubMed and ECOTOX knowledgebase databases, and acute toxicity to fish was further predicted in silico by the ECOSAR program. Predicted environmental risks (risk quotients, RQ, calculated using the exposure data from NORMAN) from both zFET and RTgill-W1 well correlated with the average RQs based on AFT LC50s. The strongest and most significant correlation was observed while comparing the AFT results with the median of combined alternative methods (zFET, RTgill-W1, ECOSAR).

Conclusions

This proposed approach combining experimental data with modeling could serve as a reliable tool for predictions of environmental risks promoting the 3R alternatives to acute fish toxicity testing.

背景急性鱼类毒性试验(AFT)是对水生环境中的化学品进行环境风险评估(ERA)的基石之一。尽管为找到一种能够完全取代该试验的替代方法做出了许多努力,但利益相关者对急性鱼类毒性试验结果的压力仍然持续存在。结果在此,我们介绍了一项案例研究的结果,研究对象是来自不同制药集团、对鱼类具有不同程度预期毒性的八种药物。根据相应的 OECD 指南 TG 236 和 TG 249,对选定的化合物进行了两种有效替代试验--斑马鱼(Danio rerio)鱼胚胎毒性试验(zFET)和体外 RTgill-W1 试验。从 PubMed 和 ECOTOX 知识库中收集了 AFT 数据,并通过 ECOSAR 程序对鱼类的急性毒性进行了进一步预测。zFET 和 RTgill-W1 预测的环境风险(风险商数,RQ,利用 NORMAN 的暴露数据计算得出)与基于 AFT 半数致死浓度的平均风险商数有很好的相关性。在将 AFT 结果与综合替代方法(zFET、RTgill-W1、ECOSAR)的中位数进行比较时,观察到了最强且最显著的相关性。
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引用次数: 0
GhGME31D identified to regulate AsA activation in response to alkali stress from GME gene family implications in cotton 从 GME 基因家族对棉花碱胁迫的影响中发现 GhGME31D 可调控 AsA 的激活
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-25 DOI: 10.1186/s12302-024-01014-4
Xiao Chen, Yapeng Fan, Hongyu Nan, Cun Rui, Jing Zhang, Menghao Zhang, Yuping Sun, Lidong Wang, Zhining Yang, Ruize Song, Fange Wu, Shuai Wang, Lixue Guo, Xiugui Chen, Xuke Lu, Xiaoping Zhu, Ning Wang, Keyun Feng, Kunpeng Zhang, Wuwei Ye

Vitamin C, also referred to as ascorbic acid (AsA), is recognized for its capacity to cure and avert scurvy, and it is crucial for regular human growth and development. In various crops, AsA participates in stress response mechanisms mediated by abscisic acid and has been discovered to have a crucial function in the morphogenesis, growth, development, and production of male gametes in plants. GDP-D-mannose 3′,5′-epimerase (GME) is essential in the synthesis of vitamin C. Our research identified 91, 83, 51, and 46 genes, respectively, found in G. barbadense (GbGMEs), G. hirsutum (GhGMEs), G. arboretum (GaGMEs), and G. raimondii (GrGMEs). Plants resulting from VIGS infection with GhGME31D clearly showed yellowing, water loss and wilting of leaves and black spots on stems. Measurement of MDA and AsA levels indicated that the plants were more damaged. This indicates that AsA has a substantial impact on plant growth and development.

维生素 C 又称抗坏血酸(AsA),因其能够治疗和避免坏血病而被公认,对人体的正常生长和发育也至关重要。在各种作物中,AsA 参与脱落酸介导的应激反应机制,并被发现在植物的形态发生、生长、发育和雄性配子的产生中具有重要功能。我们的研究发现,在 G. barbadense(GbGMEs)、G. hirsutum(GhGMEs)、G. arboretum(GaGMEs)和 G. raimondii(GrGMEs)中分别发现了 91、83、51 和 46 个基因。VIGS 感染 GhGME31D 后的植株明显出现叶片变黄、失水和枯萎,茎上出现黑斑。MDA 和 AsA 水平的测量结果表明,植物受到的损害更大。这表明 AsA 对植物的生长和发育有很大影响。
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引用次数: 0
How to measure the impact of landsenses ecology on sustainable development? A review of people-oriented emerging approaches 如何衡量景观生态学对可持续发展的影响?以人为本的新兴方法综述
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-23 DOI: 10.1186/s12302-024-01010-8
Zhang Lan

At present, the research of sustainable development is developing from a single local problem to a multi-scale, transdisciplinary and comprehensive study. The evaluation and monitoring of its progress need to adopt multi-disciplinary research methods and multi-dimensional, multi-scale identification mechanism. Landsenses ecology is an emerging scientific system that uses the basic principles of ecology to study the sustainable development of land-use planning, construction, and management from the aspects of natural elements, physical senses, psychological perceptions, social economy, process and risk. It provides an effective way for the multi-disciplinary integration research of the relationship between human and ecosystem, and provides an important method and theory for the sustainable transformation research of environmental system and social–economic system, and plays an important role in guiding and realizing the beneficial impact of human on natural ecosystem. This study describes 57 articles published in peer-reviewed journals between 2016 and 2024, using qualitative content analysis, and discusses the impact of landsenses ecology on the way sustainable development is perceived and practiced. The results suggest that the role of landsenses ecology in the creation of sustainable vision resonance and behavior is crucial to the study of sustainable transformation and will help to explore effective strategies for using intrinsic sustainable transformation as a deep leverage point.

当前,可持续发展研究正从单一的局部问题向多尺度、跨学科的综合研究发展。对其进展的评估和监测需要采用多学科的研究方法和多维度、多尺度的识别机制。土地生态学是利用生态学的基本原理,从自然要素、物理感官、心理认知、社会经济、过程和风险等方面研究土地利用规划、建设和管理的可持续发展的新兴科学体系。它为人类与生态系统关系的多学科融合研究提供了有效途径,为环境系统和社会经济系统的可持续转型研究提供了重要方法和理论,为指导和实现人类对自然生态系统的有益影响发挥了重要作用。本研究采用定性内容分析法,描述了 2016 年至 2024 年间发表在同行评审期刊上的 57 篇文章,探讨了景观生态学对可持续发展的认知和实践方式的影响。研究结果表明,景观生态学在建立可持续愿景共鸣和行为中的作用对可持续转型研究至关重要,有助于探索以内在可持续转型为深度杠杆点的有效策略。
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引用次数: 0
Environmental risk scenarios of specific NGT applications in Brassicaceae oilseed plants 十字花科油料植物应用特定 NGT 的环境风险情景
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-22 DOI: 10.1186/s12302-024-01009-1
Franziska Koller, Michael Cieslak, Andreas Bauer-Panskus

Background

Oilseed plants of the Brassicaceae plant family are cultivated for food, feed and industrial purposes on large-scale in Europe. This review gives an overview of current market-oriented applications of new genomic techniques (NGTs) in relevant Brassicaceae oilseed crops based on a literature survey. In this respect, changes in oil quality, yield, growth and resistance to biotic and abiotic stress are under development in oilseed rape (Brassica napus), camelina (Camelina sativa), and pennycress (Thlaspi arvense).

Main findings

Environmental risk scenarios starting with hazard identification are developed for specific NGT applications in Brassicaceae oilseed crops with either a changed oil composition or with fitness-related traits. In case of a changed oil composition, an increase or decrease of polyunsaturated fatty acids (PUFA) may lead to risks for health and survival of pollinators. Regarding fitness-related traits, other risks were identified, i.e. an increased spread and persistence of NGT plants. Furthermore, there are indications for potential disturbance of interactions with the environment, involving signalling pathways and reaction to stress conditions.

Conclusion

It is shown that for environmental risk scenarios of the technological specificities of NGTs, the plants’ biology and the scale of releases have to be considered in combination. Therefore, the release of NGT plants into the environment for agricultural purposes will, also in future, require risk assessment and monitoring of individual traits as well as of combinatorial and long-term cumulative effects. In addition, risk management should develop concepts and measures to control and potentially limit the scale of releases. This is especially relevant for NGT Brassicaceae in Europe, which is a centre of diversity of this plant family.

背景欧洲大规模种植十字花科油料植物,用于食品、饲料和工业用途。本综述以文献调查为基础,概述了新基因组技术(NGTs)目前在相关十字花科油料作物中以市场为导向的应用。在这方面,油菜(Brassica napus)、荠菜(Camelina sativa)和菥蓂(Thlaspi arvense)的油质、产量、生长以及对生物和非生物胁迫的抗性正在发生变化。在油脂成分发生变化的情况下,多不饱和脂肪酸(PUFA)的增加或减少可能会对传粉昆虫的健康和生存造成风险。在与适应性相关的性状方面,还发现了其他风险,即 NGT 植物的扩散和持久性增加。此外,有迹象表明,与环境的相互作用可能会受到干扰,涉及信号通路和对压力条件的反应。因此,今后为农业目的向环境中释放 NGT 植物时,也需要对单个性状以及组合效应和长期累积效应进行风险评估和监测。此外,风险管理应制定控制和可能限制释放规模的概念和措施。这与欧洲的 NGT 十字花科植物尤其相关,因为欧洲是该植物科的多样性中心。
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引用次数: 0
Temporal and spatial analysis of fertilizer application intensity and its environmental risks in China from 1978 to 2022 1978-2022年中国化肥施用强度及其环境风险的时空分析
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-21 DOI: 10.1186/s12302-024-01011-7
Shanshan Yang, Huiling Chen, Zhansheng Li, Yifan Ruan, Qiying Yang

Fertilizers are an essential input in agriculture as they can enhance crop yields. However, their use also poses significant environmental risks. To thoroughly explore the intensity of fertilizer use and its potential threats to the ecological environment, this study analyzed the environmental risks of fertilizer use from a temporal and spatial perspective based on fertilizer application data in China from 1978 to 2022. Additionally, the contribution of fertilizer application in Chinese farmland to greenhouse gas N2O emissions was quantified using IPCC emission factor methodology. The results indicated that fertilizer application intensity and N2O emissions in China initially increased and then decreased from 1978 to 2022. Despite the implementation of various fertilizer control measures at the policy level, such as the Zero Growth of Fertilizer Action in 2015 and the Efficiency-Increasing Action for Reducing Fertilizer Use in 2022, the intensity of fertilizer application in China still exceeded international safety standards by 1.33-fold in 2022, reaching 298.79 kg/hm2. Furthermore, N2O emissions amounted to 50.17 × 104t, accounting for 16% of China's total agricultural greenhouse gas emissions that year. Correlation and regression analyses demonstrated that with increasing fertilizer application, crop production exhibits an inverted U-shaped growth trend, indicating limited effectiveness of high-intensity fertilizer use in increasing crop yields. These findings highlight the profound greenhouse effect resulting from the use of agricultural nitrogen fertilizer. Therefore, this study proposed technical and policy-level mitigation measures to address the issues caused by excessive fertilizer application, aiming to provide insights for controlling agricultural non-point source pollution and preserving the agroecological environment.

化肥是农业中必不可少的投入品,因为它们可以提高作物产量。然而,化肥的使用也带来了巨大的环境风险。为了深入探讨化肥的使用强度及其对生态环境的潜在威胁,本研究基于 1978 年至 2022 年中国的化肥施用数据,从时空角度分析了化肥使用的环境风险。此外,还利用 IPCC 排放因子方法量化了中国农田施肥对温室气体一氧化二氮排放的贡献。结果表明,从 1978 年到 2022 年,中国的化肥施用强度和 N2O 排放量先增后减。尽管在政策层面实施了各种化肥控制措施,如 2015 年的化肥零增长行动和 2022 年的化肥减量增效行动,但到 2022 年,中国的化肥施用强度仍超过国际安全标准 1.33 倍,达到 298.79 kg/hm2。此外,一氧化二氮排放量达 50.17 × 104t,占当年中国农业温室气体排放总量的 16%。相关分析和回归分析表明,随着化肥施用量的增加,农作物产量呈倒 U 型增长趋势,表明高强度施肥对提高农作物产量的效果有限。这些发现凸显了农业氮肥的使用所产生的巨大温室效应。因此,本研究提出了技术和政策层面的缓解措施,以解决过量施肥带来的问题,旨在为控制农业非点源污染和保护农业生态环境提供启示。
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引用次数: 0
Subjectivity of visual assessments in FOCUS kinetics and acceptability of first-order fits for regulatory modelling FOCUS 动力学视觉评估的主观性和监管建模一阶拟合的可接受性
IF 6 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-19 DOI: 10.1186/s12302-024-01013-5
Edna Rödig, Simon Ford, Andrew D. Bailey, Michael Bird, Mitesh Patel

The degradation half-life (DegT50) of a substance in soil plays an important role in the approval process of a plant protection product and is a sensitive input parameter for regulatory models. It is usually derived through least squares optimizations of mathematical models to measured degradation data according to EU FOCUS degradation kinetics guidance. A strong consensus on degradation parameters provides a solid foundation for parts of the environmental risk assessment. The DegT50 of a substance for regulatory modeling is preferably derived from a single first-order (SFO) model as this is currently the only kinetic model implemented in EU regulatory models of the environmental fate of pesticides. However, kinetic optimisation tools do not always provide a regulatory acceptable SFO fit even though a visual inspection of the data suggests it may be possible. It was therefore hypothesized that more acceptable SFO fits might be achieved by adapting the objective function that is minimized during the optimization.

Eight objective functions with varying weightings were tested on 29 laboratory soil degradation datasets. A web-based app was developed to allow experts in environmental safety of plant protection products to visually assess the goodness of fits resulting from different objective functions. The visual assessments and a quantitative metric, newly introduced in the proposed update of the FOCUS guidance, show that the acceptability of SFO fits can be increased, but no single objective function exclusively improves all fits. The assessment reveals that expert judgment is very subjective. Participants tended to change their mind when judging the acceptance of a fit, assumingly caused by a learning curve or a period of calibration.

It is concluded that different objective functions could be considered in the kinetic assessment as it can improve the acceptability of SFO fits and hence endpoints for regulatory modeling. This study reveals that various qualitative factors influence the visual judgment of experts when performing a kinetic modeling assessment. The proposed quantitative metric seems to be in alignment with the visual assessment of fits to derive modeling endpoints and a promising step toward less subjective kinetic modeling assessments.

物质在土壤中的降解半衰期(DegT50)在植物保护产品的审批过程中起着重要作用,也是监管模型的一个敏感输入参数。它通常是根据欧盟 FOCUS 降解动力学指南,通过数学模型的最小二乘法优化降解测量数据得出的。对降解参数的强烈共识为部分环境风险评估提供了坚实的基础。用于监管建模的物质 DegT50 最好从单一一阶(SFO)模型中得出,因为这是目前欧盟农药环境归宿监管模型中唯一采用的动力学模型。然而,动力学优化工具并不总能提供监管部门可接受的 SFO 拟合结果,即使对数据的直观检查表明这是可能的。因此,我们假设可以通过调整优化过程中最小化的目标函数来实现更可接受的 SFO 拟合。对 29 个实验室土壤退化数据集测试了 8 个具有不同权重的目标函数。开发了一个基于网络的应用程序,使植物保护产品环境安全专家能够直观地评估不同目标函数的拟合优度。视觉评估和 FOCUS 指南更新建议中新引入的定量指标表明,SFO 拟合的可接受性可以提高,但没有一个目标函数可以完全改善所有拟合。评估显示,专家的判断非常主观。结论是,在动力学评估中可以考虑不同的客观函数,因为它可以提高 SFO 拟合的可接受性,从而提高监管建模终点的可接受性。这项研究表明,在进行动力学建模评估时,各种定性因素会影响专家的直观判断。建议的定量指标似乎与得出建模终点的拟合视觉评估相一致,是朝着减少主观性动力学建模评估迈出的有希望的一步。
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引用次数: 0
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Environmental Sciences Europe
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