Spectroscopy and Machine Learning for Water Quality Analysis (Hardcover)

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Spectroscopy and Machine Learning for Water Quality Analysis By Ashutosh Kumar Shukla Cover Image


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.

Product Details
ISBN: 9780750330459
ISBN-10: 0750330457
Publisher: IOP Publishing Ltd
Publication Date: April 8th, 2021
Pages: 160
Language: English