Application of Big Data Mining, Machine Learning and Artificial Intelligence in Geoscience, 2nd Edition

ISBN 10: 372587140X / ISBN 13: 9783725871407

Published by Mdpi AG, 2026

About this Item

Seller Inventory # I-9783725871407

Bibliographic Details

• Title: Application of Big Data Mining, Machine Learning and Artificial Intelligence in Geoscience, 2nd Edition
• Publisher: Mdpi AG
• Publication Date: 2026
• Language: English
• ISBN 10: 372587140X
• ISBN 13: 9783725871407
• Binding: Hardcover
• Condition: New

About this title

Synopsis

Big data approaches and artificial intelligence are rapidly reshaping the way geoscientists analyze, model, and interpret the Earth. This Special Issue focuses on the practical application of big data mining, machine learning, and artificial intelligence in Earth science. It aims to explore the role of big data paradigms in guiding model development, the integration of domain knowledge into AI systems, and the validation of AI methodologies within geoscientific contexts. Comprising 17 papers, the Reprint highlights transformative advances in areas such as mineral prospectivity prediction with metallogenic belt identification, geological data inversion, modeling and deep learning architectures, and combining geological databases with big data mining. It further introduces knowledge graphs and large language models as emerging tools that enhance data integration, interpretation, and knowledge discovery. By presenting AI-driven geology as a forward-looking paradigm, the collection demonstrates how artificial intelligence can revolutionize traditional geoscience practices by providing improved accuracy and deeper insight. Through practical examples and case studies, the Reprint illustrates the application of these technologies to complex geoscientific problems. It equips researchers, practitioners, and students with cutting-edge knowledge and tools to harness big data and machine learning, fostering innovation and advancing understanding across the geoscience disciplines.