Employing Machine Learning Algorithms for Streamflow Prediction: A Case Study of Four River Basins with Different Climatic Zones in the United States - Parisouj, Peiman; Mohebzadeh, Hamid; Lee, Taesam (Water resources management, 2020)
Keywords: administrative management; Algorithms; Artificial neural networks; Atmospheric Sciences; Back propagation networks; basins; case studies; Civil Engineering; Climatic zones; Computer simulation; Daily; Drought; Earth and Environmental Science; Earth Sciences; Environment; flood control; Flood management; Geotechnical Engineering & Applied Earth Sciences; Hydrogeology; Hydrology/Water Resources; Learning algorithms; Learning theory; Machine learning; Mitigation; Model accuracy; Monthly; Neural networks; prediction; regression analysis; Reservoir operation; River basins; Rivers; Simulation; Snowmelt; Statistical analysis; Statistical methods; Stream discharge; Stream flow; Support vector machines; water; Water resources; Water resources management; United States--US; Streamflow prediction; Support vector regression; Extreme learning machine; Artificial neural networks