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A. Haro-Sarango

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Open access Aug 2026

Open Hydroclimatic Data and Iterative Machine Learning for River Discharge Forecasting in Babahoyo, Ecuador: Benchmarking, Uncertainty, and Operational Limits Without In Situ Validation

This study evaluates the potential and limitations of open/model-derived hydroclimatic data for multi-horizon river discharge forecasting in Babahoyo, Ecuador. A quantitative, applied, retrospective longitudinal design used daily data for 2017–2026. The discharge target is the GloFAS v4 seamless product—reanalysis unti...

Rolando Licapa-Redolfo, A. Haro-Sarango, Persi Vera-Zelada et al. · 0 citations
Review Open access Aug 2026

Generative AI in education: A Human–AI pedagogical agency framework for learning, cognition, and ethics

Generative artificial intelligence (GenAI) has entered education faster than the theoretical and methodological frameworks used to evaluate it. This critical integrative review asks a more consequential question than whether GenAI ‘works’: under what pedagogical conditions can it augment learning without displacing lea...

A. Haro-Sarango · 0 citations

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