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Noureddine Jarray

Observed name: N. Jarray
ORCID: 0000-0002-4417-7663
Observed ORCID: 0000-0002-4417-7663
OpenAlex ID: A5073945123
Advances in remote sensing based soil moisture retrieval: applications, techniques, scales and challenges for combining machine learning and physical models
2024 · Ali Ben Abbes, Noureddine Jarray, et al. · Artificial Intelligence Review · 91
Machine learning for food security: current status, challenges, and future perspectives
2023 · Noureddine Jarray, Ali Ben Abbes, et al. · Artificial Intelligence Review · 23
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A Novel Teacher–Student Framework for Soil Moisture Retrieval by Combining Sentinel-1 and Sentinel-2: Application in Arid Regions
2022 · Noureddine Jarray, Ali Ben Abbes, et al. · IEEE Geoscience and Remote Sensing Letters · 20
A comparison between the use of machine learning techniques and the water cloud model for the retrieval of soil moisture from Sentinel-1A and Sentinel-2A products
2022 · R. Inoubli, L. Bennaceur, et al. · Remote Sensing Letters · 18
SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods
2022 · Noureddine Jarray, Ali Ben Abbes, et al. · Environmental Modelling & Software · 17
Unsupervised self-training method based on deep learning for soil moisture estimation using synergy of sentinel-1 and sentinel-2 images
2022 · Ali Ben Abbes, Noureddine Jarray · International Journal of Image and Data Fusion · 14
An Evaluation of Soil Moisture Retrieval Using Machine Learning Methods: Application in Arid Regions of Tunisia
2021 · Noureddine Jarray, Ali Ben Abbes, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 12
An open source platform to estimate Soil Moisture using Machine Learning Methods based on Eo-learn library
2021 · Noureddine Jarray, Ali Ben Abbes, et al. · International Congress of Advanced Technology and Engineering (ICOTEN) · 9
A Machine Learning Framework for Cereal Yield Forecasting Using Heterogeneous Data
2023 · Noureddine Jarray, Ali Ben Abbes, et al. · Lecture notes in networks and systems · 5
SmartEarthTunisia: A Benchmark for Monitoring the SDGs USING Earth Observation Data and Deep Learning Techniques In Tunisia
2022 · Hanen Balti, Manel Rhif, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 5
AI-driven optimization of sustainable solvent-based extraction: A deep learning approach for green sample preparation
2026 · Hedi Mighri, Noureddine Jarray, et al. · Analytica Chimica Acta · 4
Towards a Tunisian earth observation data cube for environmental applications
2021 · Manel Rhif, Ali Ben Abbes, et al. · International Congress of Advanced Technology and Engineering (ICOTEN) · 2
Physics-Regularized Deep Learning for Accurate Soil Moisture Estimation from Multi-Source Remote Sensing data
2026 · Noureddine Jarray, Lilia Bennaceur Farah, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Modelling the chemical reactivity and biological functions of phenolics: a computational approach
2025 · Hedi Mighri, Naima Bennour, et al. · Euro-Mediterranean Journal for Environmental Integration
A Food Security Data Cube (FSDC) System Integrating Simulated Climate Change Scenarios: Application to Yield Forecasting in Tunisia
2025 · Noureddine Jarray, Ali Ben Abbes, et al. · IEEE Afro-Mediterranean Conference on Artificial Intelligence (AMCAI)
Optimization of Plant Biomolecule Extraction Conditions: A Deep Learning-Based Approach
2025 · Mighri Hedi, Noureddine Jarray, et al. · SSRN Electronic Journal
Optimization of Plant Biomolecule Extraction Conditions: A Deep Learning-Based Approach
2025 · Mighri Hedi, Noureddine Jarray, et al. · SSRN Electronic Journal
Works count: 17
Citation count: 220
H-index: 8
I10-index: 7
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