Prediction of embankments dam break peak outflow: a comparison between empirical equations and ensemble-based machine learning algorithms Article

Khosravi, Khabat, Khozani, ZohrehSheikh, Hatamiafkoueieh, Javad. (2023). Prediction of embankments dam break peak outflow: a comparison between empirical equations and ensemble-based machine learning algorithms . Natural Hazards, 118(3), 1989-2018. 10.1007/s11069-023-06060-4

International Collaboration

cited authors

  • Khosravi, Khabat; Khozani, ZohrehSheikh; Hatamiafkoueieh, Javad

sustainable development goals

authors

publication date

  • September 1, 2023

published in

keywords

  • DATA MINING MODELS
  • Dam break
  • ENHANCED PREDICTIONS
  • Empirical equations
  • Ensemble methods
  • FUZZY INFERENCE SYSTEM
  • GLOBAL SOLAR-RADIATION
  • Geology
  • Geosciences, Multidisciplinary
  • Machine learning
  • Meteorology & Atmospheric Sciences
  • NEURAL-NETWORKS
  • OPTIMIZATION
  • PROPAGATION
  • Peak outflow
  • Physical Sciences
  • REFINED INDEX
  • RIVER
  • SUPPORT VECTOR REGRESSION
  • Science & Technology
  • Water Resources

Digital Object Identifier (DOI)

start page

  • 1989

end page

  • 2018

volume

  • 118

issue

  • 3