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Full Description
Artificial Intelligence in Hydrogeology explores the transformative role of AI in understanding and managing groundwater systems. This comprehensive edited volume brings together leading experts to examine cutting-edge AI techniques applied across diverse aspects of hydrogeology, from groundwater flow modeling and quality assessment to climate change impact and contamination remediation. Each chapter delves into specific applications of machine learning, deep learning, and hybrid models, providing practical insights for advancing groundwater research and resource management. With a focus on both the potential and challenges of AI, this book offers a holistic view of how data-driven solutions are shaping the future of hydrogeology. This book serves as a crucial resource for researchers, practitioners, and students involved in water management, environmental science, and sustainable development in the context of groundwater resources.
Contents
Introduction to AI application in Groundwater Research.- Physics-based hAIdrogeological modeling.- Time Series Analysis and Forecast in Hydrogeology: A Review.- Artificial Intelligence Techniques in Hydrogeological Modelling and Forecasting: Techniques, Applications, and Future Directions.- Enhancing water resources management: the transformative role of artificial intelligence in modeling trace and emerging contaminants.
