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This article discusses the latest emerging approaches in hydrology and water resources, with a focus on their applications in addressing the challenges of a changing climate. It specifically highlights innovative approaches in hydrological modeling, uncertainty analysis, flood and drought forecasting, hydrodynamic modeling, and extreme hydrological events. The article also invites contributions that showcase the potential applications of machine learning, deep learning, and other forms of artificial intelligence in water resources management.