Spectroscopy and Machine Learning for Water Quality Analysis

Ashutosh Kumar Shukla (Ewing Christian College, Prayagraj, India)

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English

Institute of Physics Publishing
08 April 2021

Pollution & threats to the environment; Environmental monitoring; Artificial intelligence; Machine learning

Series: IOP ebooks

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.

Edited by: Ashutosh Kumar Shukla (Ewing Christian College Prayagraj India)
Imprint: Institute of Physics Publishing
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm, Spine: 10mm
Weight: 450g
ISBN: 9780750330459
ISBN 10: 0750330457
Series: IOP ebooks
Pages: 130
Publication Date: 08 April 2021
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

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

Ashutosh Kumar Shukla obtained his BSc, MSc and DPhil degrees from the University of Allahabad. His doctoral research work involved using electron spin resonance spectroscopy and optical absorption spectroscopy to investigate transition ion-doped single crystals. He has been a university teacher and researcher for 20 years and is currently an Associate Professor of Physics at Ewing Christian College, Allahabad, a University of Allahabad institution. He also served as an Associate Professor (Pure and Applied Physics) at Guru Ghasidas Vishwavidyalaya, Bilaspur, C.G. (A Central University). He has published numerous research papers in peer-reviewed journals and has edited various books, mostly on applications of EPR spectroscopy. He has delivered several invited lectures on characterization techniques at national and international conferences and workshops. He reviews manuscripts for a number of international journals. He has received numerous scholarships and fellowships, including National Scholarship, Scholarship of Ministry of Higher Education, Government of U. P., Research Fellowship of the Council of Science & Tech., Lucknow, U.P., Research Fellowship of the Council of Scientific & Industrial Research, New Delhi and the Indian National Science Academy-Bilateral Exchange Fellowship.