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Application of Machine Learning in Earth Sciences: A Practical Approach

By Swapnil Vyas (Editor), Shridhar D. Jawak (Editor), Pramit Kumar Deb Burman (Editor), Hemlata Patel (Editor), Avinash Kandekar (Editor), Suraj Sawant (Editor)
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$299.00
By Swapnil Vyas (Editor), Shridhar D. Jawak (Editor), Pramit Kumar Deb Burman (Editor), Hemlata Patel (Editor), Avinash Kandekar (Editor), Suraj Sawant (Editor)
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This book introduces the reader to applications of machine learning (ML) in Earth Sciences. In detail, it describes the basic application of machine learning algorithms and models and their potential in Earth Sciences. It discusses the use of several tools and software and the typical workflow for ML applications in Earth Sciences. This book provides a comparative analysis of how standard processes and ML algorithms work in several Earth Sciences applications. Case studies from the various ...