Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches

A wavelet neural network conjunction model for groundwater level forecasting

Jan Adamowski, Hiu Fung Chan · Journal of Hydrology · 2011 · 624 citations

Hydrogeology, Engineering, Water Resources +8

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

Heesung Yoon, Seong-Chun Jun, Yunjung Hyun et al. · Journal of Hydrology · 2010 · 622 citations

Artificial Intelligence, Data Classification, Coastal Aquifer +12

Machine learning algorithms for modeling groundwater level changes in agricultural regions of the U.S.

Sasmita Sahoo, T. A. Russo, Joshua Elliott et al. · Water Resources Research · 2017 · 411 citations · Full text

Hydrological Prediction, Engineering, Hydrologic Engineering +17

Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon

Riccardo Taormina, Kwok‐wing Chau, Rajandrea Sethi · Engineering Applications of Artificial Intelligence · 2012 · 404 citations · Full text

Engineering, Environmental Engineering, Civil Engineering +7

Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)

Andreas Wünsch, Tanja Liesch, Stefan Broda · Journal of Hydrology · 2018 · 249 citations

Forecasting Methodology, Nonlinear Autoregressive Networks, Engineering +12