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Author

Alban Kuriqi

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Oct 2026

Regime-aware machine learning for multi-horizon reservoir level forecasting in a regulated hydropower cascade

Electricity generation in Albania relies mainly on hydropower from the Drin River cascade, including the Fierza, Koman, and Vau Dejës reservoirs. This study proposes a regime-aware implementation, data-driven framework for predicting reservoir levels at Vau Dejës using a daily dataset spanning 1991 to 2024, integrati...

Agresa Qosja, Lorenc Malka, D. Georges et al. · 0 citations
Review Open access Jul 2026

Integrated Satellite-Derived Bathymetry and Morphodynamic Assessment for Regulated River Monitoring Using Machine Learning and Sentinel-2 Data

The novelty of this study lies in integrating ML-based Sentinel-2 bathymetry with multi-temporal morphometric indicators to characterize the vertical and horizontal dynamics of regulated rivers jointly.

A. S. Nour-Eldeen, Rofyda Abdelrehem, Alban Kuriqi et al. · 0 citations
Jul 2026

Influence of Infiltration Methods on Runoff Estimation for Sustainable Rainwater Harvesting in Arid Regions

Arid regions face severe water stress due to limited rainfall and growing water demand, making accurate runoff estimation essential for sustainable water management. Infiltration processes strongly influence both hydrograph volume and peak discharge, and their accurate estimation is critical for hydrological modell...

Isamil Abd-Elaty, Alban Kuriqi, E. Ramadan et al. · 0 citations

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