ECOTOXr:一个R包,用于从EPA的ECOTOX数据库中可复制和透明地检索数据
1Dept. Wageningen Marine Research, Wageningen University and Research Center, P.O. Box 57, Den Helder, 1780AB, the Netherlands.
Chemosphere
|August 24, 2024
概括
软件包ECOTOXr正式地从美国环保署的ECOTOX数据库中检索数据,提高环境风险评估的可重复性. 这种工具提高了生态毒理学研究的可信度和接受度.
科学领域:
- 环境科学 环境科学
- 生态毒理学 生态毒理学
- 计算毒理学计算毒理学
背景情况:
- 美国环境保护局 (EPA) ECOTOX数据库是生态毒理学数据的重要资源.
- 这些数据对于环境风险评估和计算毒性预测至关重要.
- 目前的数据提取方法缺乏标准化,阻碍了可重复性.
研究的目的:
- 介绍ECOTOXr,这是一个软件包,用于正式地从ECOTOX数据库中检索数据.
- 使用ECOTOX数据提高生态毒理学研究的可追溯性和可复制性.
- 在环境风险评估中促进遵守 FAIR 数据原则.
主要方法:
- 为 R 脚本语言开发了 ECOTOXr 软件包.
- 为ECOTOX数据库实施了正式的数据检索方法.
- 通过三个案例研究评估包装性能,与之前的数据提取进行比较.
主要成果:
- ECOTOXr证明了其能够有效地复制数据集的能力.
- 案例研究证实了该包在正式化数据提取方面的实用性.
- 该软件有助于改进可追溯性和可重复性.
结论:
- ECOTOXr显著提高了利用 ECOTOX 数据进行研究的可重复性.
- 通过ECOTOXr和相关指南,提高了研究的可信度.
- 该方案支持FAIR原则,推进环境风险评估方法.
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