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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

M. Hagage

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Open access Oct 2026

Monitoring and forecasting groundwater storage dynamics in arid Wadi systems using GRACE/GRACE-FO satellite observations and XGBoost machine learning: Wadi El-Assiuti, Egypt (2003–2030)

Progressive groundwater depletion in arid regions represents one of the most critical water security challenges of the twenty-first century. Despite intensive agricultural abstraction in Egypt’s Wadi El-Assiuti since the 1990s, a continuous basin-scale assessment of groundwater storage dynamics has remained lacking. Th...

M. Hagage · 0 citations
Open access Sep 2026

Rainfall frequency and uncertainty analysis in arid regions using machine learning and statistical distribution models based on a 91-year rainfall record

Accurate estimation of rainfall depths associated with standard return periods is fundamental for hydraulic design, flood risk assessment, and water resources management, particularly in arid regions. Statistical extreme value distributions have long been the standard approach for rainfall frequency analysis, whereas m...

M. Hagage · 0 citations

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