Fethi Ouallouche

Improvement of rainfall estimation from MSG data using Random Forests classification and regression

Fethi Ouallouche, Mourad Lazri, Soltane Ameur · Atmospheric Research · 2018 · 60 citations

Hydrometeorology, Meteorology, Numerical Weather Prediction +12

Optimization of One versus All-SVM using AdaBoost algorithm for rainfall classification and estimation from multispectral MSG data

Amar Belghit, Mourad Lazri, Fethi Ouallouche et al. · Advances in Space Research · 2022 · 44 citations

Hydrometeorology, Meteorology, Support Vector Machine +9

Identification of raining clouds using a method based on optical and microphysical cloud properties from Meteosat second generation daytime and nighttime data

Mourad Lazri, Soltane Ameur, Jean Michel Brucker et al. · Applied Water Science · 2013 · 31 citations · Full text

Application of Dempster-Shafer theory for optimization of precipitation classification and estimation results from remote sensing data using machine learning

Fatiha Belmahdi, Mourad Lazri, Fethi Ouallouche et al. · Remote Sensing Applications Society and Environment · 2022 · 25 citations

Meteorology, Earth Observation, Numerical Weather Prediction +12

Convective rainfall estimation from MSG/SEVIRI data based on different development phase duration of convective systems (growth phase and decay phase)

Mourad Lazri, Soltane Ameur, Jean Michel Brucker et al. · Atmospheric Research · 2014 · 24 citations

Hydrometeorology, Meteorology, Climatology +11