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
Edna Rödig, Simon Ford, Andrew D. Bailey, Michael Bird, Mitesh Patel
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引用次数: 0

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Subjectivity of visual assessments in FOCUS kinetics and acceptability of first-order fits for regulatory modelling

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.

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来源期刊
Environmental Sciences Europe
Environmental Sciences Europe Environmental Science-Pollution
CiteScore
11.20
自引率
1.70%
发文量
110
审稿时长
13 weeks
期刊介绍: ESEU is an international journal, focusing primarily on Europe, with a broad scope covering all aspects of environmental sciences, including the main topic regulation. ESEU will discuss the entanglement between environmental sciences and regulation because, in recent years, there have been misunderstandings and even disagreement between stakeholders in these two areas. ESEU will help to improve the comprehension of issues between environmental sciences and regulation. ESEU will be an outlet from the German-speaking (DACH) countries to Europe and an inlet from Europe to the DACH countries regarding environmental sciences and regulation. Moreover, ESEU will facilitate the exchange of ideas and interaction between Europe and the DACH countries regarding environmental regulatory issues. Although Europe is at the center of ESEU, the journal will not exclude the rest of the world, because regulatory issues pertaining to environmental sciences can be fully seen only from a global perspective.
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