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Author

Manel Rhif

ORCID: 0000-0002-7470-1788
Observed ORCID: 0000-0002-7470-1788
OpenAlex ID: A5055982751
Wavelet Transform Application for/in Non-Stationary Time-Series Analysis: A Review
2019 · Manel Rhif, Ali Ben Abbes, et al. · Applied Sciences · 629
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Combining deep learning methods and multi-resolution analysis for drought forecasting modeling
2023 · Ali Ben Abbes, Raja Inoubli, et al. · Earth Science Informatics · 43
Non-stationary and unequally spaced NDVI time series analyses by the LSWAVE software
2019 · Ebrahim Ghaderpour, Ali Ben Abbes, et al. · International Journal of Remote Sensing · 42
Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics
2022 · Manel Rhif, Ali Ben Abbes, et al. · Ecological Informatics · 40
Veg-W2TCN: A parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model
2023 · Manel Rhif, Ali Ben Abbes, et al. · Applied Soft Computing · 38
Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series
2023 · Aya Ferchichi, Ali Ben Abbes, et al. · Engineering Applications of Artificial Intelligence · 25
An improved trend vegetation analysis for non-stationary NDVI time series based on wavelet transform
2020 · Manel Rhif, Ali Ben Abbes, et al. · Environmental Science and Pollution Research · 25
Action Recognition from 3D Skeleton Sequences using Deep Networks on Lie Group Features
2018 · Manel Rhif, Hazem Wannous, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 25
A deep learning approach for forecasting non-stationary big remote sensing time series
2020 · Manel Rhif, Ali Ben Abbes, et al. · Arabian Journal of Geosciences · 24
Optimal selection of wavelet transform parameters for spatio-temporal analysis based on non-stationary NDVI MODIS time series in Mediterranean region
2022 · Manel Rhif, Ali Ben Abbes, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 20
Deep Learning Models Performance For NDVI Time Series Prediction: A Case Study On North West Tunisia
2020 · Manel Rhif, Ali Ben Abbes, et al. · IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) · 19
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
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
An Improved Forecasting Model from Satellite Imagery Based on Optimum Wavelet Bases and Adam Optimized LSTM Methods
2021 · Manel Rhif, Ali Ben Abbes, et al. · Lecture notes in computer science · 6
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
A Non-stationary NDVI Time Series with Big Data: A Deep Learning Approach
2022 · Manel Rhif, Ali Ben Abbes, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 2
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
Assessing the impact of climate change on desertification in Africa: A comparative analysis and projections based on CMIP6
2025 · Farah Chouikhi, Ali Ben Abbes, et al. · Joint Urban Remote Sensing Event (JURSE) · 1
Data-Driven Forecasting of Climate Change Impacts on Vegetation for Sustainable Agriculture
2024 · Manel Rhif, Ali Ben Abbes, et al. · Procedia Computer Science · 1
Learning feature representations with recurrent neural networks for the Earth Sciences
2026 · Manuel Campos-Taberner, Anna Mateo-Sanchis, et al. · Elsevier eBooks
List of contributors
2026 · Jose E. Adsuara, Ali Ben Abbes, et al. · Elsevier eBooks
AI and EO for Advancing Sustainable Development Goals: SmartSDGTunisia as a Case Study
2025 · Hanen Balti, Manel Rhif, et al. · Joint Urban Remote Sensing Event (JURSE)
Gross primary production prediction and future projection: motivations, challenges, and new directions
2025 · Manel Rhif, Beatriz Martínez, et al. · Elsevier eBooks
List of contributors
2025 · Eyyup Ensar Başakın, Ali Ben Abbes, et al. · Elsevier eBooks
Trend Analysis Using Discrete Wavelet Transform (DWT) for Non-stationary NDVI Time Series in Tunisia
2021 · Manel Rhif, Ali Ben Abbes, et al. · Environmental science and engineering
Works count: 25
Citation count: 972
H-index: 12
I10-index: 12
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