Ali Ben Abbes

Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: A systematic literature review

Aya Ferchichi, Ali Ben Abbes, Vincent Barra et al. · Ecological Informatics · 2022 · 118 citations

Earth Observation, Precision Agriculture, Vegetation Indices +16

Comparative study of three satellite image time-series decomposition methods for vegetation change detection

Ali Ben Abbes, Oumayma Bounouh, Imed Riadh Farah et al. · European Journal of Remote Sensing · 2018 · 73 citations · Full text

Earth Observation, Precision Agriculture, Environmental Monitoring +22

Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification

Akrem Sellami, Ali Ben Abbes, Vincent Barra et al. · Pattern Recognition Letters · 2020 · 68 citations · Full text

Image Analysis, Machine Learning, Data Science +8

Advances in remote sensing based soil moisture retrieval: applications, techniques, scales and challenges for combining machine learning and physical models

Ali Ben Abbes, Noureddine Jarray, Imed Riadh Farah · Artificial Intelligence Review · 2024 · 42 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +18

Non-stationary and unequally spaced NDVI time series analyses by the LSWAVE software

Ebrahim Ghaderpour, Ali Ben Abbes, Manel Rhif et al. · International Journal of Remote Sensing · 2019 · 36 citations

Earth Observation, Environmental Monitoring, Engineering +21