Spectroscopy and Machine Learning for Water Quality Analysis
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Spectroscopy and Machine Learning for Water Quality Analysis

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ISBN-13:
9780750330473
Veröffentl:
2021
Einband:
EPUB
Seiten:
160
Autor:
Ashutosh Kumar Shukla
Serie:
IOP ebooks IOP Series in Spectroscopic Methods and Applications ISSN
eBook Typ:
EPUB
eBook Format:
Reflowable EPUB
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:

Spectroscopy and sensor technology is routine in water quality evaluation, coupling with artificial intelligence is opening a new era of quality monitoring and predictive analysis. This book acquaints readers with recent advances and applications for sectors including environmental protection, industry, agriculture, and drinking water provision.

Though the use of various spectroscopic methods and sensor technology is routine in water quality evaluation. Coupled with artificial intelligence, machine learning, and deep learning methods are opening a new era of quality monitoring and predictive analysis. This book acquaints experienced readers with recent advances and how these techniques are finding applications in water analysis for sectors including environmental protection, industry, agriculture, and drinking water provision. Taking a bottom-up approach the work is also suited for an interdisciplinary readership who may not have direct experience in a particular technique. Qualitative and quantitative analysis of data with the help of observed data is included, as are case studies.

Preface

1. FTIR spectroscopy and water quality

2. Fluorescence Spectroscopy and applications in water quality monitoring

3. Paper-based optical sensors for water analysis and monitoring

4. Nano-composite materials for water purification: Synthesis, Characterization and Applications

5. Advancing water quality assessment via artificial neural network

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