A new perspective on real-time monitoring and function interpretation of nitrification based on machine learning and mass-to-charge fingerprint

Water Research 2026

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Authors: Chen-Shun Lu, Shilong He, Chunmiao Wang, Jiaxun Guo, Yunzhi Qian, Yonghao Zhu, Xiaoliang Fan, Jiayao Ding, Han Shen, Chao Li, An Xu, Bo Nie
+1 more Min Yang
DOI: 10.1016/j.watres.2026.125674
Cited by: 3
References: 64

Fields of Study & Subjects

Wastewater Treatment and Nitrogen Removal Water Quality Monitoring and Analysis Marine and coastal ecosystems

Publication details

Journal / source
Water Research
Publisher
Elsevier BV
Volume
297
Pages
125674–125674
Publication date
1 March 2026
Language
EN