Amin Elshorbagy

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

Chaopeng Shen, Eric Laloy, Amin Elshorbagy et al. · Hydrology and earth system sciences · 2018 · 335 citations · Full text

Artificial Intelligence, Dl Models, Hydrological Science +12

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

Amin Elshorbagy, Gerald Corzo, S. Srinivasulu et al. · Hydrology and earth system sciences · 2010 · 203 citations · Full text

Engineering, Earth Science, Water Quality Forecasting +17

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

Amin Elshorbagy, Gerald Corzo, S. Srinivasulu et al. · Hydrology and earth system sciences · 2010 · 168 citations · Full text

Environmental Monitoring, Engineering, Earth Science +16

Estimation of missing streamflow data using principles of chaos theory

Amin Elshorbagy, Slobodan P. Simonović, U.S. Panu · Journal of Hydrology · 2002 · 165 citations

Data Stream, Engineering, Chaos Theory +8

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

Amin Elshorbagy, Kamban Parasuraman · Journal of Hydrology · 2008 · 154 citations

Soil Property, Precision Agriculture, Environmental Monitoring +10