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比较四种水生无脊椎动物在杀虫剂暴露后的种群恢复情况,使用不同复杂程度的模型。

Comparing population recovery after insecticide exposure for four aquatic invertebrate species using models of different complexity.

机构信息

Alterra, Wageningen University and Research Centre, Wageningen, The Netherlands.

出版信息

Environ Toxicol Chem. 2014 Jul;33(7):1517-28. doi: 10.1002/etc.2605. Epub 2014 May 9.

Abstract

Population models, in particular individual-based models (IBMs), are becoming increasingly important in chemical risk assessment. They can be used to assess recovery of spatially structured populations after chemical exposure that varies in time and space. The authors used an IBM coupled to a toxicokinetic-toxicodynamic model, the threshold damage model (TDM), to assess recovery times for 4 aquatic organisms, after insecticide application, in a nonseasonal environment and in 3 spatial settings (pond, stream, and ditch). The species had different life histories (e.g., voltinism, reproductive capacity, mobility). Exposure was derived from a pesticide fate model, following standard European Union scenarios. The results of the IBM-TDM were compared with results from simpler models: one in which exposure was linked to effects by means of concentration-effect relationships (IBM-CE) and one in which the IBM was replaced by a nonspatial, logistic growth model (logistic). For the first, exposure was based on peak concentrations only; for the second, exposure was spatially averaged as well. By using comparisons between models of different complexity and species with different life histories, the authors obtained an understanding of the role spatial processes play in recovery and the conditions under which the full time-varying exposure needs to be considered. The logistic model, which is amenable to an analytic approach, provided additional insights into the sensitivity of recovery times to density dependence and spatial dimensions.

摘要

种群模型,特别是基于个体的模型(IBMs),在化学风险评估中变得越来越重要。它们可用于评估在时间和空间上变化的化学暴露后,具有空间结构的种群的恢复情况。作者使用耦合了毒代动力学-毒效动力学模型(TDM)的 IBM 来评估 4 种水生生物在非季节性环境中和 3 种空间设置(池塘、溪流和沟渠)中经过杀虫剂处理后的恢复时间。这些物种具有不同的生活史(例如,多化性、繁殖能力、移动性)。暴露是根据农药命运模型得出的,遵循欧盟标准情景。IBM-TDM 的结果与更简单模型的结果进行了比较:一种是通过浓度-效应关系将暴露与效应联系起来的模型(IBM-CE),另一种是用非空间逻辑增长模型(logistic)替代 IBM 的模型(logistic)。对于前者,暴露仅基于峰值浓度;对于后者,暴露也进行了空间平均。通过对不同复杂性的模型和具有不同生活史的物种进行比较,作者了解了空间过程在恢复中的作用以及需要考虑完整时变暴露的条件。逻辑模型适合分析方法,为恢复时间对密度依赖性和空间维度的敏感性提供了更多见解。

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