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Imane Serbouti

A two-phase approach for leak detection and localization in water distribution systems using wavelet decomposition and machine learning
2024 · Meriem Adraoui, Rida Azmi, et al. · Computers & Industrial Engineering · 35
Digital Transformation in African Heritage Preservation: A Digital Twin Framework for a Sustainable Bab Al-Mansour in Meknes City, Morocco
2025 · Imane Serbouti, Jérôme Chenal, et al. · Smart Cities · 29
Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers
2022 · Imane Serbouti, Mohammed Raji, et al. · Remote Sensing · 29
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Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta
2021 · Imane Serbouti, Mohammed Raji, et al. · IEEE Access · 20
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Assessing the Impact of Agricultural Practices and Urban Expansion on Drought Dynamics Using a Multi-Drought Index Application Implemented in Google Earth Engine: A Case Study of the Oum Er-Rbia Watershed, Morocco
2024 · Imane Serbouti, Jérôme Chenal, et al. · Remote Sensing · 14
Smart PV Monitoring and Maintenance: A Vision Transformer Approach within Urban 4.0
2024 · Mariem Bounabi, Rida Azmi, et al. · Technologies · 9
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A comparison of GEOBIA Vs PBIA machine learning methods for lithological mapping using Sentinel 2 imagery: Case study of Skhour Rehamna, Morocco
2020 · Serbouti Imane, Raji Mohamed, et al. · IEEE International Conference of Moroccan Geomatics (MORGEO) · 8
Lithological Mapping for a Semi-arid Area Using GEOBIA and PBIA Machine Learning Approaches with Sentinel-2 Imagery: Case Study of Skhour Rehamna, Morocco
2021 · Imane Serbouti, Mohammed Raji, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 7
Earthquake risks assessment and urban vulnerability: Case of Nador city, northeast Morocco
2024 · Mohammed Hlal, Rida Azmi, et al. · Journal of Infrastructure Policy and Development · 4
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Integrating GEOBIA and multisource remote sensing images to lithological mapping: case study of Skhour Rehamna, Morocco
2020 · Imane Serbouti, Mohamed Raji, et al. · Image and signal processing for remote sensing. Conference · 1
DFAA-MemoryNet
2026 · Serbouti, Imane, Brocca, Luca · Zenodo (CERN European Organization for Nuclear Research)
Characterisation of extreme events through satellite and model-based soil moisture products over Europe and Africa
2026 · Jaime Gaona, Luca Brocca, et al. · EGU General Assembly Conference Abstracts
Hotspots of drought–flood abrupt transitions from hydroclimatic volatility to hydrologic extremes under land cover change
2026 · Imane Serbouti, Luca Brocca · EGU General Assembly Conference Abstracts
Comparative modeling of household electricity consumption in France: Insights from path analysis and classical models
2025 · Seyid Abdellahi Ebnou Abdem, Mariem Bounabi, et al. · Journal of Infrastructure Policy and Development
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Leveraging Cloud Geospatial Technologies for Drought and Fire Risk Monitoring in Moroccan Oases: A Pathway to IoT-Wildfire Based Digital Twin Platforms
2025 · Imane Serbouti, Jérôme Chenal, et al. · Lecture notes in networks and systems
Environmental Monitoring and Nature-Based Solution of Coastal Erosion Risks in Saidia City, Northeast Morocco
2025 · Mohammed Hlal, Rida Azmi, et al. · Lecture notes in networks and systems
Works count: 16
Citation count: 156
H-index: 7
I10-index: 5
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