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Machine learning-based life cycle assessment for environmental sustainability optimization of a food supply chain 基于机器学习的生命周期评估,优化食品供应链的环境可持续性。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-14 DOI: 10.1002/ieam.4954
Amin Nikkhah, Mahdi Esmaeilpour, Armaghan Kosari-Moghaddam, Abbas Rohani, Farima Nikkhah, Sami Ghnimi, Nicole Tichenor Blackstone, Sam Van Haute

Effective resource allocation in the agri-food sector is essential in mitigating environmental impacts and moving toward circular food supply chains. The potential of integrating life cycle assessment (LCA) with machine learning has been highlighted in recent studies. This hybrid framework is valuable not only for assessing food supply chains but also for improving them toward a more sustainable system. Yet, an essential step in the optimization process is defining the optimization boundaries, or minimum and maximum quantities for the variables. Usually, the boundaries for optimization variables in these studies are obtained from the minimum and maximum values found through interviews and surveys. A deviation in these ranges can impact the final optimization results. To address this issue, this study applies the Delphi method for identifying variable optimization boundaries. A hybrid environmental assessment framework linking LCA, multilayer perceptron artificial neural network, the Delphi method, and genetic algorithm was used for optimizing the pomegranate production system. The results indicated that the suggested framework holds promise for achieving substantial mitigation in environmental impacts (potential reduction of global warming by 46%) within the explored case study. Inclusion of the Delphi method for variable boundary determination brings novelty to the resource allocation optimization process in the agri-food sector. Integr Environ Assess Manag 2024;20:1759–1769. © 2024 SETAC

农业食品行业的有效资源分配对于减轻环境影响和实现循环食品供应链至关重要。最近的研究强调了将生命周期评估(LCA)与机器学习相结合的潜力。这种混合框架不仅对评估食品供应链很有价值,而且对改善供应链以实现更可持续的系统也很有价值。然而,优化过程中的一个重要步骤是定义优化边界或变量的最小和最大数量。通常,这些研究中优化变量的边界是通过访谈和调查得出的最小值和最大值。这些范围的偏差会影响最终的优化结果。为解决这一问题,本研究采用德尔菲法确定变量优化边界。在优化石榴生产系统时,使用了一个将生命周期评估、多层感知器人工神经网络、德尔菲法和遗传算法联系起来的混合环境评估框架。结果表明,在所探讨的案例研究中,所建议的框架有望大幅减少对环境的影响(全球变暖的潜在影响减少 46%)。采用德尔菲法确定变量边界为农业食品行业的资源配置优化过程带来了新意。Integr Environ Assess Manag 2024;00:1-11。© 2024 SETAC.
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引用次数: 0
Progress in the environmental risk assessment of plant protection products in Brazil: An overview of aquatic organism proposals 巴西植物保护产品环境风险评估的进展:水生生物建议概述。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-11 DOI: 10.1002/ieam.4967
Ana Paola Cione, Gustavo Souza Santos, Fábio Casallanovo

Since 2019, the Brazilian Institute of Environment and Renewable Natural Resources (IBAMA) has actively developed pesticide environmental risk assessment (ERA) frameworks adapted to Brazil's specific ecological contexts. This endeavor, supported by funding from the Brazilian Ministry of Justice and in partnership with academic institutions, has led to a concerted effort to establish ERA protocols for various taxa, including birds and mammals, soil organisms, aquatic organisms, and reptiles and amphibians. The outcomes of this initiative were conveyed in two workshops held in February and November 2023, during which the agency communicated its findings to the technical-regulatory community. This article represents one of two articles that provide more detailed insights into the ERA propositions for all taxa. In this article, we summarize the proposals for aquatic organisms presented and discussed during the workshops, which can be used as an informational source by the technical-regulatory community. Integr Environ Assess Manag 2024;20:1787–1792. © 2024 The Author(s). Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

自 2019 年以来,巴西环境与可再生自然资源研究所(IBAMA)积极开发适合巴西特定生态环境的农药环境风险评估(ERA)框架。这项工作得到了巴西司法部的资金支持,并与学术机构合作,共同努力为各种类群制定 ERA 协议,包括鸟类和哺乳动物、土壤生物、水生生物以及爬行动物和两栖动物。在 2023 年 2 月和 11 月举行的两次研讨会上,该机构向技术监管界传达了这一举措的成果。本文是三篇文章中的一篇,对所有类群的电子逆向拍卖提议进行了更详细的阐述。在本文中,我们总结了研讨会期间提出和讨论的水生生物提案,可供技术监管界参考。Integr Environ Assess Manag 2024;00:1-6。© 2024 作者。综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
Technology acceptance of the PFAS Guide among European companies 欧洲公司对《全氟辛烷磺酸指南》的技术接受程度。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-11 DOI: 10.1002/ieam.4968
Gina Zheng, Abby Muricho Onencan

In 2023, European governments submitted a proposal to comprehensively ban per- and polyfluoroalkyl substances (PFAS), prompting a shift toward PFAS-free alternatives. However, recent research has emphasized the need for an integrated approach to chemical assessment and environmental management rather than abrupt PFAS substitution, as alternatives may pose similar or greater risks. The PFAS Guide was developed to aid corporations in this critical transition. Its goal is to simplify PFAS identification, safe substitution, and gradual elimination. This study applies the Technology Acceptance Model (TAM) to assess how perceived usefulness (PU) and ease of use of the PFAS Guide impact corporate intentions to adopt it. Our analysis, based on responses from 104 European companies, demonstrates a positive link between PU, ease of use, and a company's intent to adopt the PFAS Guide. This underscores the importance of corporations perceiving the PFAS Guide as a valuable and user-friendly resource, given its substantial impact on PFAS phase-out. Descriptive statistics revealed an interesting finding: 51.9% of the participants fell into the “other” group, as outlined in the PFAS Guide. This raises questions regarding the grouping of companies into various sectors. Based on our results, we propose improvements to the PFAS Guide by broadening sector representation to encompass a more diverse range of industries with sector-specific guidance, ensuring content relevance, and accentuating user experience using interactive resources. Future research should focus on the actual adoption and use of the guide to gain deeper insights into adoption rates and long-term PFAS Guide utilization. Furthermore, additional investigations should incorporate subgroup analyses, data triangulation, and a longitudinal approach to enhance our understanding of the factors that support and hinder integrated chemical assessment and environmental management. These research efforts are pivotal in guiding chemical policy and management practices, contributing to a PFAS-free future. Integr Environ Assess Manag 2024;20:2175–2188. © 2024 The Author(s). Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

2023 年,欧洲各国政府提交了一份全面禁止全氟烷基和多氟烷基物质 (PFAS) 的提案,促使人们转向使用不含 PFAS 的替代品。然而,最近的研究强调,由于替代品可能会带来类似或更大的风险,因此有必要采用综合方法进行化学品评估和环境管理,而不是突然用 PFAS 取而代之。制定《PFAS 指南》就是为了帮助企业实现这一关键转变。其目标是简化 PFAS 的识别、安全替代和逐步消除。本研究采用技术接受模型 (TAM) 来评估《PFAS 指南》的感知有用性 (PU) 和易用性如何影响企业采用该指南的意愿。我们根据 104 家欧洲公司的反馈进行了分析,结果表明感知有用性、易用性与公司采用《全氟辛烷磺酸指南》的意愿之间存在正向联系。这突出表明,鉴于《PFAS 指南》对逐步淘汰 PFAS 的重大影响,企业认为《PFAS 指南》是有价值且便于使用的资源非常重要。描述性统计显示了一个有趣的发现:51.9% 的参与者属于《PFAS 指南》中列出的 "其他 "组。这就提出了将公司归入不同行业的问题。根据我们的研究结果,我们建议对《PFAS 指南》进行改进,扩大行业代表性,使其涵盖更多样化的行业,并提供针对特定行业的指导,确保内容的相关性,并利用互动资源突出用户体验。未来的研究应侧重于指南的实际采用和使用情况,以深入了解采用率和《PFAS 指南》的长期使用情况。此外,更多的调查应包括分组分析、数据三角测量和纵向方法,以加深我们对支持和阻碍综合化学品评估和环境管理的因素的理解。这些研究工作对指导化学品政策和管理实践至关重要,有助于实现无 PFAS 的未来。综合环境评估管理》2024;20:1-14。© 2024 作者。综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
Impacts of habitat alteration on macroinvertebrates in large shallow lakes: An application of a macroinvertebrate-based multimetric index 生境改变对大型浅水湖泊中大型无脊椎动物的影响:基于大型无脊椎动物的多指标指数的应用。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-05 DOI: 10.1002/ieam.4966
Mingjie Li, Yongjiu Cai, Ying Zhang, Peter E. Carlson, Rui Dong, Zhijun Gong, You Zhang, Kuanyi Li

Habitat plays a crucial role in shaping the macroinvertebrate community structure in large shallow lakes. In the pursuit of improving the health of freshwater ecosystems, it is imperative to consider their habitat characteristics. To evaluate the impact of habitat variations on lake ecological health, we developed a macroinvertebrate-based multimetric index (MMI) for both the pelagic and littoral zones of Lake Hongze. Additionally, we employed structural equation models to explore the influence of utilization or phytoplankton biomass on ecological health. Historical data served as reference conditions for the pelagic. Seven key attributes were selected for the pelagic MMI, that is, Biological Monitoring Working Party (BMWP), the percentage of Mollusca taxa, the percentage of filter-collector taxa, the percentage of predator taxa, the percentage of gather-collector taxa, and the percentage of sensitive taxa and functional dispersion. The least minimally disturbed conditions and the best attainable conditions were used to develop the littoral. Four key metrics, that is, the percentage of scraper abundance, Mollusca taxa, Biological Pollution Index, and BMWP, were integrated into the littoral MMI. The assessment based on MMI revealed a “poor” health status for the pelagic zone and a “fair” health status for the littoral zone. These findings underscore the high applicability and efficacy of MMIs in assessing and monitoring ecological health in Lake Hongze. Notably, functional feeding groups exhibited heightened sensitivity to disturbance in both zones. Moreover, sediment organic matter strongly influenced the pelagic ecological health, while chlorophyll a and transparency emerged as primary factors influencing the littoral zone, attributable to varying littoral zone utilization. Integr Environ Assess Manag 2024;20:2245–2255. © 2024 SETAC

栖息地对大型浅水湖泊中大型无脊椎动物群落结构的形成起着至关重要的作用。为了改善淡水生态系统的健康状况,必须考虑其生境特征。为了评估生境变化对湖泊生态健康的影响,我们为洪泽湖的浮游区和沿岸区建立了基于大型无脊椎动物的多参数指数(MMI)。此外,我们还采用结构方程模型探讨了利用率或浮游植物生物量对生态健康的影响。历史数据作为浮游生物的参考条件。我们选择了七个关键属性作为浮游生物多指标指数,即生物监测工作组(BMWP)、软体动物类群百分比、滤食性类群百分比、捕食性类群百分比、采集性类群百分比、敏感类群百分比和功能分散性。最小干扰条件和可达到的最佳条件被用于开发滨水区。四个关键指标,即刮刀类丰度百分比、软体动物类群、生物污染指数和 BMWP,被整合到滨海多指标类群中。根据多指标海洋质量指数进行的评估显示,水层区的健康状况为 "较差",沿岸区的健康状况为 "一般"。这些研究结果表明,多指标类群在评估和监测洪泽湖生态健康方面具有很高的适用性和有效性。值得注意的是,两个区域的功能摄食群对干扰的敏感性都有所提高。此外,沉积物有机质对浮游生物生态健康影响很大,而叶绿素a和透明度则是影响沿岸带的主要因素,这归因于沿岸带利用率的不同。集成环境评估管理 2024;00:1-11。© 2024 SETAC.
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引用次数: 0
Occurrence of common frog (Rana temporaria) and common toad (Bufo bufo) adults and metamorphs in agricultural fields in Germany: Potential for exposure to plant protection products 德国农田中常见青蛙(Rana temporaria)和常见蟾蜍(Bufo bufo)成体和变态体的出现:接触植物保护产品的可能性。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-05 DOI: 10.1002/ieam.4952
Nadine S. Taylor, Jan Sadowski, Hanna S. Schuster, Arnd Weyers, Lennart Weltje

To characterize the potential for exposure of amphibian terrestrial life stages to plant protection products (PPP), we studied the occurrence and habitat use of adult and metamorph common frogs (Rana temporaria) and common toads (Bufo bufo) in an agricultural landscape in Germany. The four selected study sites were breeding ponds with approximately 80% agricultural land within a 1-km radius. Adults were monitored by radio tracking for two years, and metamorph numbers were assessed for one summer using pitfall traps alongside drift fences. The results demonstrate that adults were rarely present in arable fields at any of the sites (overall 0.5% and 4% of total observations for frogs and toads, respectively). Metamorph captures in arable fields were more variable, ranging from 1.2% to 38.8% (frogs) and from 0.0% to 26.1% (toads) across study sites. Unsurprisingly, most captures in arable fields for both toad and frog metamorphs occurred at the site where the pond was completely surrounded by arable fields. Overall, the presence of adult amphibians in arable fields was limited and, for the metamorphs, occurred primarily when crops were denser and PPP spray interception higher. Diurnal hiding behavior was observed with the highest activity recorded at night, further reducing the risk of dermal exposure from direct PPP overspraying. In addition, it appeared that alternative habitats, such as woody structures or water bodies in the broader surrounding area, were preferred by the animals over the arable areas. The use of buffer zones around water bodies in agricultural areas would be an effective risk mitigation measure to protect terrestrial adults and metamorphs residing there and would reduce spray drift entry into water bodies during PPP application. It is hoped that these results will contribute to the discussion of risk assessment and mitigation options for amphibians. Integr Environ Assess Manag 2024;20:2218–2230. © 2024 The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

为了确定两栖动物陆生生命阶段接触植物保护产品(PPP)的可能性,我们研究了德国农业景观中普通青蛙(Rana temporaria)和普通蟾蜍(Bufo bufo)的成蛙和变态蛙的出现和栖息地利用情况。所选的四个研究地点都是养殖池塘,半径 1 公里范围内约有 80% 的农田。通过无线电跟踪对成体进行了为期两年的监测,并使用漂流栅栏旁的坑式诱捕器评估了一个夏季的变态体数量。结果表明,成体很少出现在任何地点的耕地中(青蛙和蟾蜍分别占观察总数的 0.5% 和 4%)。在耕地中捕获的变态蛙和蟾蜍的比例差异较大,各研究地点的比例从 1.2% 到 38.8%(青蛙)不等,从 0.0% 到 26.1%(蟾蜍)不等。不出所料,在池塘完全被耕地包围的地点,捕获的蟾蜍和青蛙变态体最多。总体而言,两栖类成体在耕地中的出现是有限的,对于变型蛙来说,主要出现在作物较密集、PPP喷雾拦截率较高的地方。观察到了昼伏夜出的躲藏行为,夜间的活动量最大,这进一步降低了直接接触过量喷洒的持久性有机污染物的风险。此外,与可耕地相比,动物似乎更喜欢其他栖息地,如周边地区的林木结构或水体。在农业区的水体周围使用缓冲区将是一种有效的风险缓解措施,可保护栖息在那里的陆生成虫和变态虫,并可减少在施用购买力平价过程中喷雾漂移进入水体。希望这些结果将有助于讨论两栖动物的风险评估和缓解方案。Integr Environ Assess Manag 2024;00:1-13。© 2024 作者。综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
Chemical hazard assessment toward safer electrolytes for lithium-ion batteries 化学危害评估,为锂离子电池提供更安全的电解质。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-05 DOI: 10.1002/ieam.4963
Branden Schwaebe, Haoyang He, Christopher Glaubensklee, Oladele A. Ogunseitan, Julie M. Schoenung

Commercialization of rechargeable lithium-ion (Li-ion) batteries has revolutionized the design of portable electronic devices and is facilitating the current transition to electric vehicles. The technological specifications of Li-ion batteries continue to evolve through the introduction of various high-risk liquid electrolyte chemicals, yet critical evaluation of the physical, environmental, and human health hazards of these substances is lacking. Using the GreenScreen for Safer Chemicals approach, we conducted a chemical hazard assessment (CHA) of 103 electrolyte chemicals categorized into seven chemical groups: salts, carbonates, esters, ethers, sulfoxides–sulfites–sulfones, overcharge protection additives, and flame-retardant additives. To minimize data gaps, we focused on six toxicity and hazard data sources, including three empirical and three nonempirical predictive data sources. Furthermore, we investigated the structural similarities among selected electrolyte chemicals using the ChemMine tool and the simplified molecular input line entry system inputs from PubChem to evaluate whether chemicals with similar structures exhibit similar toxicity. The results demonstrate that salts, overcharge protection additives, and flame-retardant additives contain the most toxic components in the electrolyte solutions. Furthermore, carbonates, esters, and ethers account for most flammability hazards in Li-ion batteries. This study supports the complementary use of quantitative structure–activity relationship models to minimize data gaps and inconsistencies in CHA. Integr Environ Assess Manag 2024;20:2231–2244. © 2024 The Author(s). Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

可充电锂离子(Li-ion)电池的商业化彻底改变了便携式电子设备的设计,并促进了当前向电动汽车的过渡。通过引入各种高风险的液态电解质化学品,锂离子电池的技术规格不断发展,但对这些物质的物理、环境和人体健康危害却缺乏严格的评估。我们采用 GreenScreen for Safer Chemicals 方法,对 103 种电解质化学品进行了化学危害评估 (CHA),这些化学品分为七类:盐类、碳酸盐类、酯类、醚类、硫氧化物-亚硫酸盐-砜类、过充电保护添加剂和阻燃添加剂。为了尽量减少数据缺口,我们重点研究了六个毒性和危害数据来源,包括三个经验数据来源和三个非经验预测数据来源。此外,我们还使用 ChemMine 工具和 PubChem 提供的简化分子输入行输入系统调查了所选电解质化学品之间的结构相似性,以评估具有相似结构的化学品是否表现出相似的毒性。结果表明,盐类、过充电保护添加剂和阻燃添加剂在电解质溶液中含有毒性最强的成分。此外,碳酸盐、酯类和醚类是锂离子电池中最易燃烧的危险成分。这项研究支持补充使用定量结构-活性关系模型,以最大限度地减少结构-活性关系模型中的数据缺口和不一致性。Integr Environ Assess Manag 2024;00:1-14。© 2024 The Author(s).综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
Comparison of chemical contaminant measurements using CLAM, POCIS, and silicone band samplers in estuarine mesocosms 使用 CLAM、POCIS 和硅胶带采样器在河口中观模型中进行化学污染物测量的比较。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-31 DOI: 10.1002/ieam.4953
Ed Wirth, Brian Shaddrix, Emily Pisarski, Paul Pennington, Marie DeLorenzo, David Whitall

Discrete water samples represent a snapshot of conditions at a particular moment in time and may not represent a true chemical exposure caused by changes in chemical input, tide, flow, and precipitation. Sampling technologies have been engineered to better estimate time-weighted concentrations. In this study, we consider the utility of three integrative sampling platforms: polar organic chemical integrative sampler (POCIS), silicone bands (SBs), and continuous, low-level aquatic monitoring (CLAM). This experiment used simulated southeastern salt marsh mesocosm systems to evaluate the response of passive (POCIS, SBs) and active sampling (CLAM) devices along with discrete sampling methodologies. Three systems were assigned to each passive sampler technology. Initially, all tanks were dosed at nominal (low) bifenthrin, pyrene, and triclosan concentrations of 0.02, 2.2, and 100 µg/L, respectively. After 28 days, the same treatment systems were dosed a second time (high) with bifenthrin, pyrene, and triclosan at 0.08, 8.8, and 200 µg/L, respectively. For passive samplers, estimated water concentrations were calculated using published or laboratory-derived sampling rate constants. Chemical residues measured from SBs resulted in high/low ratios of approximately 2x, approximately 3x, and 1x for bifenthrin, pyrene, and triclosan. A similar pattern was calculated using data from POCIS samples (~4x, ~3x, ~1x). Results from this study will help users of CLAM, POCIS, and SB data to better evaluate water concentrations from sampling events that are integrated across time. Integr Environ Assess Manag 2024;20:1384–1395. © 2024 The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

离散水样代表的是某一特定时刻的情况,可能并不代表由化学输入、潮汐、流量和降水量变化引起的真实化学接触情况。为了更好地估算时间加权浓度,我们对采样技术进行了改进。在本研究中,我们考虑了三种综合采样平台的实用性:极地有机化学综合采样器 (POCIS)、硅胶带 (SB) 和连续低浓度水生监测 (CLAM)。该实验使用模拟的东南盐沼中观宇宙系统来评估被动(POCIS、SBs)和主动采样(CLAM)装置以及离散采样方法的响应。每种被动采样器技术都分配了三个系统。最初,所有水箱中的联苯菊酯、芘和三氯生的标称(低)浓度分别为 0.02、2.2 和 100 微克/升。28 天后,对相同的处理系统进行第二次(高浓度)投放,联苯菊酯、芘和三氯生的浓度分别为 0.08、8.8 和 200 微克/升。对于被动采样器,估计的水体浓度是使用已公布的或实验室得出的采样率常数计算得出的。从 SB 中测量的化学残留物导致联苯菊酯、芘和三氯生的高/低比率分别为约 2 倍、约 3 倍和 1 倍。使用 POCIS 样品的数据也计算出了类似的模式(~4 倍、~3 倍、~1 倍)。这项研究的结果将帮助 CLAM、POCIS 和 SB 数据的用户更好地评估来自采样事件的跨时间综合水体浓度。Integr Environ Assess Manag 2024;00:1-12.© 2024 作者。综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
Incorporation of sediment- and soil-specific aspects in the Criteria for Reporting and Evaluating Ecotoxicity Data (CRED) 将沉积物和土壤的特定方面纳入生态毒性数据报告和评估标准 (CRED)。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-23 DOI: 10.1002/ieam.4948
MCarmen Casado-Martinez, Gilda Dell'Ambrogio, Sophie Campiche, Alexandra Kroll, Eva Lauber, Mireia Marti-Roura, Leire Mendez-Fernandez, Mathieu Renaud, Alena Tierbach, Michel Wildi, Janine W. Y. Wong, Inge Werner, Marion Junghans, Benoit J. D. Ferrari

In environmental risk assessment either for registration purposes or for retrospective assessments of monitoring data, the hazard assessment is predominantly based on effect data from ecotoxicity studies. Most regulatory frameworks require studies used for risk assessment to be evaluated for reliability and relevance. Historically, the Klimisch methodology was used in many regulatory procedures where reliability needed to be evaluated. More recently, the Criteria for Reporting and Evaluating Ecotoxicity Data (CRED) have been developed for aquatic ecotoxicity studies, providing more detailed guidance on the evaluation and reporting of not only the reliability but also the relevance of a scientific study. Here, we discuss the application of the CRED methodology for assessing sediment and soil ecotoxicity studies, addressing important sediment- and soil-specific criteria that should be included as part of the CRED evaluation system. We also provide detailed recommendations for the design and reporting of sediment and soil toxicity studies that can be used by scientists and researchers wishing to contribute ecotoxicological data for effect assessments carried out within regulatory frameworks. Integr Environ Assess Manag 2024;20:2162–2174. © 2024 The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

在环境风险评估中,无论是出于登记目的还是对监测数据进行回顾性评估,危害评估都主要以生态毒性研究的效果数据为基础。大多数监管框架都要求对用于风险评估的研究进行可靠性和相关性评估。从历史上看,在许多需要评估可靠性的监管程序中都使用了 Klimisch 方法。最近,针对水生生态毒性研究制定了《生态毒性数据报告和评估标准》(CRED),为评估和报告科学研究的可靠性和相关性提供了更详细的指导。在此,我们讨论了应用 CRED 方法评估沉积物和土壤生态毒性研究的问题,探讨了应纳入 CRED 评估系统的重要沉积物和土壤特定标准。我们还为沉积物和土壤毒性研究的设计和报告提供了详细的建议,希望为监管框架内开展的效应评估提供生态毒理学数据的科学家和研究人员可以使用这些建议。Integr Environ Assess Manag 2024;00:1-13。© 2024 作者。综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
Development of a probabilistic risk model for pharmaceuticals in the environment under population and wastewater treatment scenarios 根据人口和废水处理方案,开发环境中药物的概率风险模型。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-21 DOI: 10.1002/ieam.4939
Samuel A. Welch, Merete Grung, Anders L. Madsen, S. Jannicke Moe

Preparing for future environmental pressures requires projections of how relevant risks will change over time. Current regulatory models of environmental risk assessment (ERA) of pollutants such as pharmaceuticals could be improved by considering the influence of global change factors (e.g., population growth) and by presenting uncertainty more transparently. In this article, we present the development of a prototype object-oriented Bayesian network (BN) for the prediction of environmental risk for six high-priority pharmaceuticals across 36 scenarios: current and three future population scenarios, combined with infrastructure scenarios, in three Norwegian counties. We compare the risk, characterized by probability distributions of risk quotients (RQs), across scenarios and pharmaceuticals. Our results suggest that RQs would be greatest in rural counties, due to the lower development of current wastewater treatment facilities, but that these areas consequently have the most potential for risk mitigation. This pattern intensifies under higher population growth scenarios. With this prototype, we developed a hierarchical probabilistic model and demonstrated its potential in forecasting the environmental risk of chemical stressors under plausible demographic and management scenarios, contributing to the further development of BNs for ERA. Integr Environ Assess Manag 2024;20:1715–1735. © 2024 The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

为应对未来的环境压力,需要预测相关风险将如何随着时间的推移而变化。考虑到全球变化因素(如人口增长)的影响,并以更透明的方式呈现不确定性,可以改善目前对药品等污染物进行环境风险评估(ERA)的监管模型。在这篇文章中,我们介绍了面向对象的贝叶斯网络(BN)原型的开发情况,该网络用于预测六种高优先级药物在 36 种情景下的环境风险:当前情景和三种未来人口情景,以及挪威三个县的基础设施情景。我们比较了不同情景和不同药物的风险,其特点是风险商数(RQs)的概率分布。我们的研究结果表明,农村地区的风险商数最大,这是因为目前的废水处理设施发展水平较低,但这些地区也因此最有可能降低风险。在人口增长较快的情况下,这种模式会更加明显。利用该原型,我们开发了一个分层概率模型,并证明了其在预测合理的人口和管理情景下化学压力源的环境风险方面的潜力,为进一步开发用于 ERA 的 BNs 做出了贡献。Integr Environ Assess Manag 2024;00:1-21.© 2024 作者。综合环境评估与管理》由 Wiley Periodicals LLC 代表环境毒理学与化学学会 (SETAC) 出版。
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引用次数: 0
An automated computational data pipeline to rapidly acquire, score, and rank toxicological data for ecological hazard assessment 为生态危害评估快速获取、评分和排序毒理学数据的自动化计算数据管道。
IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-16 DOI: 10.1002/ieam.4945
Christopher M. Schaupp, Gregory Byrne, Manli Chan, Derik E. Haggard, Monique Hazemi, Mark D. Jankowski, Carlie A. LaLone, Andrea LaTier, Kali Z. Mattingly, Jennifer H. Olker, James Renner, Bhaskar Sharma, Daniel L. Villeneuve

Biological Evaluations support Endangered Species Act (ESA) consultation with the US Fish and Wildlife Service and National Marine Fisheries Service by federal action agencies, such as the USEPA, regarding impacts of federal activities on threatened or endangered species. However, they are often time-consuming and challenging to conduct. The identification of pollutant benchmarks or guidance to protect taxa for states and tribes when USEPA has not yet developed criteria recommendations is also of importance to ensure a streamlined approach to Clean Water Act program implementation. Due to substantial workloads, tight regulatory timelines, and the often-protracted length of ESA consultations, there is a need to streamline the development of biological evaluation toxicity assessments for determining the impact of chemical pollutants on ESA-listed species. Moreover, there is limited availability of species-specific toxicity data for many contaminants, further complicating the consultation process. New approach methodologies are being increasingly used in toxicology and chemical safety assessment to rapidly and cost-effectively provide data that can fill gaps in hazard and/or exposure characterization. Here, we present the development of an automated computational pipeline—RASRTox (Rapidly Acquire, Score, and Rank Toxicological data)—to rapidly extract and categorize ecological toxicity benchmark values from curated data sources (ECOTOX, ToxCast) and well-established quantitative structure–activity relationships (TEST, ECOSAR). As a proof of concept, points-of-departure (PODs) generated in RASRTox for 13 chemicals were compared against benchmark values derived using traditional methods—toxicity reference values (TRVs) and water quality criteria (WQC). The RASRTox PODs were generally within an order of magnitude of corresponding TRVs, though less concordant compared with WQC. The greatest utility of RASRTox, however, lies in its ability to quickly and systematically identify critical studies that may serve as a basis for screening value derivation by toxicologists as part of an ecological hazard assessment. As such, the strategy described in this case study can potentially be adapted for other risk assessment contexts and stakeholder needs. Integr Environ Assess Manag 2024;20:2203–2217. © 2024 Society of Environmental Toxicology & Chemistry (SETAC). This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.

生物评估支持联邦行动机构(如美国环保局)就联邦活动对受威胁或濒危物种的影响与美国鱼类和野生动物管理局及国家海洋渔业管理局进行《濒危物种法》(ESA)磋商。然而,开展这些工作往往耗时且具有挑战性。在美国环保局尚未制定标准建议的情况下,为各州和部落确定污染物基准或分类群保护指南对于确保《清洁水法案》计划的简化实施也非常重要。由于工作量大、监管时间紧、ESA 咨询时间往往较长,因此需要简化生物毒性评估的制定工作,以确定化学污染物对列入 ESA 的物种的影响。此外,许多污染物的特定物种毒性数据有限,这使得磋商过程更加复杂。毒理学和化学品安全评估中越来越多地使用新方法,以快速、经济高效地提供数据,填补危害和/或暴露特征描述方面的空白。在此,我们介绍了一种自动计算管道--RASRTox(快速获取、评分和毒理学数据排序)的开发情况,该管道可快速从整理的数据源(ECOTOX、ToxCast)和成熟的定量结构-活性关系(TEST、ECOSAR)中提取生态毒性基准值并对其进行分类。作为概念验证,将 RASRTox 中生成的 13 种化学品的出发点(POD)与使用传统方法得出的基准值--毒性参考值(TRV)和水质标准(WQC)进行了比较。RASRTox 的 POD 值通常与相应的 TRV 值在一个数量级内,但与 WQC 相比则不太一致。不过,RASRTox 的最大作用在于它能够快速、系统地确定关键研究结果,作为生态危害评估的一部分,这些研究结果可作为毒理学家推导筛选值的依据。因此,本案例研究中描述的策略有可能适用于其他风险评估环境和利益相关者的需求。Integr Environ Assess Manag 2024;00:1-15.© 2024 环境毒理学与化学学会(SETAC)。本文由美国政府雇员撰写,其作品在美国属于公共领域。
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引用次数: 0
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Integrated Environmental Assessment and Management
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