Using Optimized Deep Learning to Predict Daily Streamflow: A Comparison to Common Machine Learning Algorithms Article

Khosravi, Khabat, Golkarian, Ali, Tiefenbacher, John P. (2022). Using Optimized Deep Learning to Predict Daily Streamflow: A Comparison to Common Machine Learning Algorithms . WATER RESOURCES MANAGEMENT, 36(2), 699-716. 10.1007/s11269-021-03051-7

International Collaboration

cited authors

  • Khosravi, Khabat; Golkarian, Ali; Tiefenbacher, John P

sustainable development goals

authors

publication date

  • January 1, 2022

published in

keywords

  • ACCURACY
  • Antecedent rainfall
  • BAT algorithm
  • CNN-BAT
  • Deep learning
  • Engineering
  • Engineering, Civil
  • INTELLIGENCE
  • MODEL
  • Physical Sciences
  • RIVER
  • SIMULATION
  • SUPPORT VECTOR MACHINE
  • Science & Technology
  • Streamflow prediction
  • Technology
  • WIND-SPEED
  • Water Resources

Digital Object Identifier (DOI)

publisher

  • SPRINGER

start page

  • 699

end page

  • 716

volume

  • 36

issue

  • 2