Artificial Intelligence for Air Quality Monitoring and Prediction (AI Applications in Earth Science)

By: Amit Awasthi and Kanhu Charan Pattnayak and Gaurav Dhiman and Pushp Raj Tiwari

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Synopsis: This book is a comprehensive overview of advancements in artificial intelligence (AI) and how it can be applied in the field of air quality management. It explains the linkage between conventional approaches used in air quality monitoring and AI techniques such as data collection and preprocessing, deep learning, machine vision, natural language processing, and ensemble methods. The integration of climate models and AI enables readers to understand the relationship between air quality and climate change. Different case studies demonstrate the application of various air monitoring and prediction methodologies and their effectiveness in addressing real-world air quality challenges. Features A thorough coverage of air quality monitoring and prediction techniques. In-depth evaluation of cutting-edge AI techniques such as machine learning and deep learning. Diverse global perspectives and approaches in air quality monitoring and prediction. Practical insights and real-world case studies from different monitoring and prediction techniques. Future directions and emerging trends in AI-driven air quality monitoring. This is a great resource for professionals, researchers, and students interested in air quality management and control in the fields of environmental science and engineering, atmospheric science and meteorology, data science, and AI.

Book Quality:: Publisher Quality
ISBN-13:: 9781040131190
Related ISBNs:: 9781032683805, 9781032683799, 9781040131183
Publisher:: CRC Press
Date of Addition:: 10/01/24
Copyrighted By:: selection and editorial matter, Amit Awasthi, Kanhu Charan Pattnayak, Gaurav Dhima, and Pushp Raj Tiwari
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Earth Sciences
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Amit Awasthi
Edited by:: Kanhu Charan Pattnayak
Edited by:: Gaurav Dhiman
Edited by:: Pushp Raj Tiwari