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ApisTox:一种新的基准数据集,用于对蜜蜂的小分子毒性进行分类

Jakub Adamczyk¹, Jakub Poziemski², Pawel Siedlecki²

¹AGH University of Krakow, Department of Computer Science, Cracow, Poland. jadamczy@agh.edu.pl.

Scientific data

|January 2, 2025

概括

一个名为ApisTox的新数据集提供了对蜜蜂 (Apis mellifera) 农药毒性的全面数据. 该资源有助于研究和制定有关蜜蜂保护和环境保护的政策.

科学领域:

环境科学环境科学
毒理学毒理学毒理学
生态生态学生态生态学

背景情况:

全球蜜蜂种群的减少威胁到农业和生物多样性.
现有的关于农药对蜜蜂的毒性数据是零碎的.
蜜蜂 (Apis mellifera) 是重要的授粉者,面临着重大的环境风险.

研究的目的:

介绍ApisTox,一个关于农药对蜜蜂的毒性综合数据集.
为研究人员和政策制定者提供广泛,一致和精准的资源.
促进环境科学,化学信息学和蜜蜂保护战略的进步.

主要方法:

来自现有来源 (ECOTOX,PPDB) 的综合和精选数据.
包括毒性水平,出版时间表和化学数据库标识符.
开发了一个统一的数据集,在范围和一致性方面超过了以前的数据集.

主要成果:

ApisTox提供了一系列关于Apis mellifera的农药毒性数据.
数据集包括详细的化学信息和出版背景.
为农业化学化合物的分子性质预测方法提供了一个基准.

结论:

ApisTox是环境和农业研究的一个有价值的工具.
支持制定政策,尽量减少对蜜蜂种群的伤害.
通过增强数据可访问性和预测建模能力,促进蜜蜂保护.

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