Soumia Bengoufa

Machine learning and shoreline monitoring using optical satellite images: case study of the Mostaganem shoreline, Algeria

Soumia Bengoufa, Simona Niculescu, Mustapha Kamel Mihoubi et al. · Journal of Applied Remote Sensing · 2021 · 40 citations

Computing, Computer Science, Earth Sciences +17

Monitoring and Mapping Floods and Floodable Areas in the Mekong Delta (Vietnam) Using Time-Series Sentinel-1 Images, Convolutional Neural Network, Multi-Layer Perceptron, and Random Forest

Chi-Nguyen Lam, Simona Niculescu, Soumia Bengoufa · Remote Sensing · 2023 · 33 citations · Full text

Natural Resources, Earth Sciences, Hydrology +16

ROCKY SHORELINE EXTRACTION USING A DEEP LEARNING MODEL AND OBJECT-BASED IMAGE ANALYSIS

Soumia Bengoufa, Simona Niculescu, Mustapha Kamel Mihoubi et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2021 · 29 citations · Full text

Computing, Ecology, Computer Vision +14

Assessment of shoreline dynamics on the Eastern Coast of Algiers (Algeria): a spatiotemporal analysis using in situ measurements and geospatial tools

Housseyn Otmani, Rabah Belkessa, Soumia Bengoufa et al. · Arabian Journal of Geosciences · 2020 · 19 citations

Natural Sciences, Earth Sciences, Physical Geography +17

Spatio-temporal analysis of shoreline changes and erosion risk assessment along Jerba island (Tunisia) based on remote-sensing data and geospatial tools

Amina Boussetta, Simona Niculescu, Soumia Bengoufa et al. · Regional Studies in Marine Science · 2022 · 15 citations

Natural Sciences, Earth Sciences, Physical Geography +17