Monitoring of Nitrification in Chloraminated Drinking Water Distribution Systems With Microbiome Bioindicators Using Supervised Machine Learning

Monitoring of Nitrification in Chloraminated Drinking Water Distribution Systems With Microbiome Bioindicators Using Supervised Machine Learning

Many drinking water utilities in the United States using chloramine as disinfectant treatment in their drinking water distribution systems (DWDS) have experienced nitrification episodes, which detrimentally impact the water quality. Identification of potential predictors of nitrification in DWDS may...

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Bibliographic Details
Main Authors: Vicente Gomez-Alvarez, Randy P. Revetta
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Microbiology
Subjects:
nitrification
bioindicators
receiver-operating characteristic
microbiome
machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fmicb.2020.571009/full

Internet

https://www.frontiersin.org/article/10.3389/fmicb.2020.571009/full

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