most citedSatellite-Surface-Area Machine-Learning Models for Reservoir Storage Estimation: Regime-Sensitive Evaluation and Operational Deployment at Loskop Dam, South Africa

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cs.LG2026

Towards Operational Streamflow Forecasting in the Limpopo River Basin using Long Short-Term Memory Networks

James Tlhomole, Edoardo Borgomeo, Karthikeyan Matheswaran +1

Robust hydrological simulation is key for sustainable development, water management strategies, and climate change adaptation. In recent years, deep learning methods have been demo…

cs.LG2025★ 1 cited

Satellite-Surface-Area Machine-Learning Models for Reservoir Storage Estimation: Regime-Sensitive Evaluation and Operational Deployment at Loskop Dam, South Africa

Hugo Retief, Kayathri, Vigneswaran +3

Reliable daily estimates of reservoir storage are pivotal for water allocation and drought response decisions in semiarid regions. Conventional rating curves at Loskop Dam, the pri…