The Estimation of Chemical Oxygen Demand of Erhai Lake Basin and Its Links with DOM Fluorescent Components Using Machine Learning

The Estimation of Chemical Oxygen Demand of Erhai Lake Basin and Its Links with DOM Fluorescent Components Using Machine Learning

Water quality estimation tools based on real-time monitoring are essential for the effective management of organic pollution in watersheds. This study aims to monitor changes in the levels of chemical oxygen demand (COD, CODMn) and dissolved organic matter (DOM) in Erhai Lake Basin, exploring their...

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Bibliographic Details
Main Authors: Yuquan Zhao, Jian Shen, Jimeng Feng, Zhitong Sun, Tianyang Sun, Decai Liu, Mansong Xi, Rui Li, Xinze Wang
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Water
Subjects:
water quality estimation
machine learning models
random forest
EEM–PARAFAC
DOM
COD
Online Access:https://www.mdpi.com/2073-4441/13/24/3629

Internet

https://www.mdpi.com/2073-4441/13/24/3629

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