Noureddine Jarray

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 · 61 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +13

SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods

Noureddine Jarray, Ali Ben Abbes, Manel Rhif et al. · Environmental Modelling & Software · 2022 · 17 citations

Agriculture, Earth Sciences, Soil Sciences +11

A Novel Teacher–Student Framework for Soil Moisture Retrieval by Combining Sentinel-1 and Sentinel-2: Application in Arid Regions

Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah · IEEE Geoscience and Remote Sensing Letters · 2022 · 16 citations

Natural Sciences, Earth Sciences, Soil Sciences +15

Machine learning for food security: current status, challenges, and future perspectives

Noureddine Jarray, Ali Ben Abbes, Imed Riadh Farah · Artificial Intelligence Review · 2023 · 16 citations

Public Health, Food Science, Precision Agriculture +16

Unsupervised self-training method based on deep learning for soil moisture estimation using synergy of sentinel-1 and sentinel-2 images

Ali Ben Abbes, Noureddine Jarray · International Journal of Image and Data Fusion · 2022 · 15 citations

Natural Sciences, Earth Sciences, Soil Sciences +17