Effortless alkalinity analysis using AI and smartphone technology, no equipment needed, from freshwater to saltwater

Effortless alkalinity analysis using AI and smartphone technology, no equipment needed, from freshwater to saltwater

Alkalinity is a crucial water quality parameter with significant environmental and engineered system applications. Various analysis methods exist, from traditional titrations to advanced spectrophotometric and electrochemical techniques, each with specific benefits and limitations. Developing simple...

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Bibliographic Details
Main Authors: Zachary Y. Han, Zihan Zheng, Alan Y. Han, Huichun Zhang
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Eco-Environment & Health
Subjects:
Alkalinity
Equipment free technology
Machine learning
Water quality monitoring
Online Access:http://www.sciencedirect.com/science/article/pii/S2772985024000632
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