Soukayna Mouatadid

Coupling the maximum overlap discrete wavelet transform and long short-term memory networks for irrigation flow forecasting

Soukayna Mouatadid, Jan Adamowski, Mukesh Tiwari et al. · Agricultural Water Management · 2019 · 106 citations

Engineering, Water Resources, Irrigation +6

Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region

Soukayna Mouatadid, Nawin Raj, Ravinesh C. Deo et al. · Atmospheric Research · 2018 · 96 citations

Input Selection, Evaporation Index, Standardized Precipitation +10

Using extreme learning machines for short-term urban water demand forecasting

Soukayna Mouatadid, Jan Adamowski · Urban Water Journal · 2016 · 90 citations

Forecasting Methodology, Engineering, Machine Learning +12

Adaptive bias correction for improved subseasonal forecasting

Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler et al. · Nature Communications · 2023 · 36 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

A Machine Learning Approach to Non-uniform Spatial Downscaling of Climate Variables

Soukayna Mouatadid, Steve Easterbrook, Andre R. Erler · 2017 · 24 citations

Engineering, Machine Learning Approach, Climate Variables +17