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Updated: Sep 10, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
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Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

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使用堆叠集团回归和基于SHAP的可解释的人工智能预测水质指数

Rakesh Choudhary1, Ajay Kumar2, Priyadharsini C3

  • 1Department of Civil Engineering, National Institute of Technology Delhi, New Delhi, 110036, India. environmentrakesh@gmail.com.

Scientific reports
|August 24, 2025
PubMed
概括

这项研究引入了一种新的堆叠组合模型,用于预测水质指数 (WQI),达到高准确度. 可解释性人工智能 (XAI) 确定了关键的水质参数,提高了水资源管理和公共卫生.

关键词:
环境监测可解释的AI (XAI)机器学习预测分析,水污染美国堆叠回归组合水质指数 (WQI)

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