Amin Elshorbagy

Overview

Best Publications

• HESS Opinions: Incubating deep-learning-powered hydrologic science advances as a community

  Chaopeng Shen;Eric Laloy;Amin Elshorbagy;Adrian Albert

  284
  Citations

• Estimation of missing streamflow data using principles of chaos theory

  Amin Elshorbagy;S.P. Simonovic;U.S. Panu

  219
  Citations

• Experimental investigation of the predictive capabilities of data driven modeling techniques in hydrology - Part 1: Concepts and methodology

  A. Elshorbagy;G. Corzo;S. Srinivasulu;D. P. Solomatine;D. P. Solomatine

  212
  Citations

• On the relevance of using artificial neural networks for estimating soil moisture content

  Amin Elshorbagy;K. Parasuraman

  184
  Citations

• Experimental investigation of the predictive capabilities of data driven modeling techniques in hydrology - Part 2: Application

  A. Elshorbagy;G. Corzo;S. Srinivasulu;D. P. Solomatine;D. P. Solomatine

  173
  Citations

• Modelling the dynamics of the evapotranspiration process using genetic programming

  Kamban Parasuraman;Amin Elshorbagy;Sean K. Carey

  160
  Citations

• Performance Evaluation of Artificial Neural Networks for Runoff Prediction

  Amin Elshorbagy;S. P. Simonovic;U. S. Panu

  156
  Citations

• The Use of Object-Oriented Modeling for Water Resources Planning in Egypt

  Slobodan P. Simonovic;Hussam Fahmy;Amin El-Shorbagy

  149
  Citations

• System dynamics approach to assess the sustainability of reclamation of disturbed watersheds

  Amin Elshorbagy;Antarpreet Jutla;Lee Barbour;Jim Kells

  130
  Citations

• Noise reduction in chaotic hydrologic time series: facts and doubts

  A. Elshorbagy;S.P. Simonovic;U.S. Panu

  130
  Citations

• Infiltration and drainage processes in multi-layered coarse soils

  Mingbin Huang;Mingbin Huang;S. Lee Barbour;Amin Elshorbagy;Julie D. Zettl

  121
  Citations

• Trade-offs and synergies in the water-energy-food nexus: The case of Saskatchewan, Canada

  Lina Wu;Amin Elshorbagy;Saket Pande;La Zhuo;La Zhuo

  121
  Citations

• Towards a time and cost effective approach to water quality index class prediction

  Jun Yung Ho;Haitham Abdulmohsin Afan;Amr H. El-Shafie;Suhana Binti Koting

  120
  Citations

• Managing water in complex systems: An integrated water resources model for Saskatchewan, Canada

  Elmira Hassanzadeh;Amin Elshorbagy;Howard S. Wheater;Patricia Gober;Patricia Gober

  116
  Citations

• Data-driven modelling approaches for socio-hydrology: opportunities and challenges within the Panta Rhei Science Plan

  Nick J. Mount;Holger R. Maier;Elena Toth;Amin Elshorbagy

  108
  Citations

• Object-oriented modeling approach to surface water quality management

  Amin Elshorbagy;Lindell Ormsbee

  106
  Citations

• Coevolution of machine learning and process‐based modelling to revolutionize Earth and environmental sciences: A perspective

  Unknown

  100
  Citations

• A stochastic reconstruction framework for analysis of water resource system vulnerability to climate-induced changes in river flow regime

  Alireza Nazemi;Howard S. Wheater;Kwok P. Chun;Amin Elshorbagy

  98
  Citations

• Quantile-Based Downscaling of Precipitation Using Genetic Programming: Application to IDF Curves in Saskatoon

  Elmira Hassanzadeh;Alireza Nazemi;Amin Elshorbagy

  93
  Citations

• Estimating Saturated Hydraulic Conductivity In Spatially Variable Fields Using Neural Network Ensembles

  Kamban Parasuraman;Amin Elshorbagy;Bing Cheng Si

  88
  Citations

• Prediction of hourly actual evapotranspiration using neural networks, genetic programming, and statistical models

  Zohreh Izadifar;Amin Elshorbagy

  83
  Citations

• Quantification of the climate change-induced variations in Intensity–Duration–Frequency curves in the Canadian Prairies

  Md. Shahabul Alam;Amin Elshorbagy

  80
  Citations