Explainable Artificial Intelligence in Water Research: Methods, Applications, Insights, and Future Directions
A structured narrative review using predefined searches of Web of Science Core Collection and Scopus to synthesize empirical XAI applications across six water-research domains, with emphasis on method selection, model and data compatibility, explanation reliability, and operational implementation.