Estimating the water quality index based on interpretable machine learning models

Estimating the water quality index based on interpretable machine learning models

The water quality index (WQI) is an important tool for evaluating the water quality status of lakes. In this study, we used the WQI to evaluate the spatial water quality characteristics of Dianchi Lake. However, the WQI calculation is time-consuming, and machine learning models exhibit significant a...

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Bibliographic Details
Main Authors: Shiwei Yang, Ruifeng Liang, Junguang Chen, Yuanming Wang, Kefeng Li
Format: Article
Language:English
Published: IWA Publishing 2024-03-01
Series:Water Science and Technology
Subjects:
dianchi lake
lightgbm
rf
shap
water environment management
water quality
wqi
Online Access:http://wst.iwaponline.com/content/89/5/1340

Internet

http://wst.iwaponline.com/content/89/5/1340

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