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Updated: Jan 26, 2026

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使用多种生物标志物和早期风险预警系统对杀菌剂生态毒性的机器学习评估

Litang Qin1, Sihui Hao1, Lu Rong1

  • 1College of Environmental Science and Engineering, Guilin University of Technology, Guilin 541004, China.

Environment international
|January 24, 2026
PubMed
概括

机器学习模型使用30个生物标志物预测杀菌剂生态毒性. 麦隆迪化物 (MDA) 和活性氧物种 (ROS) 是土壤和水环境中早期风险评估的关键指标.

关键词:
生物标志物生物标志物杀菌剂是一种杀菌剂.机器学习 机器学习氧化应激是一种氧化应激.风险评估 风险评估 风险评估风险警告风险警告

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