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Imane Sebari
Affiliation : Institut Agronomique et Vétérinaire Hassan II
- 83Publications (affiliation in Morocco)
- 96Total publications
- 990Citations
- 16h-index
Research profile
Imane Sebari has 83 indexed publications (2012–2026). Their work appears mainly in “The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences”, “ISPRS annals of the photogrammetry, remote sensing and spatial information sciences” and “Lecture notes in networks and systems”. Their most cited article, “Thermal Infrared and Visual Inspection of Photovoltaic Installations by UAV Photogrammetry—Application Case: Morocco” (2018), has been cited 114 times. 48 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers.
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Create my free profile Add my publicationsResearch areas
- Remote-Sensing Image Classification
- 3D Surveying and Cultural Heritage
- Infrastructure Maintenance and Monitoring
- Remote Sensing in Agriculture
- Smart Agriculture and AI
Publications (83)
- Mapping and Monitoring Peri-Urban Territorial Dynamics Using Multi-Source Geospatial Data: A Case of the Casablanca Region
- Urban Tree Classification from Multispectral Airborne LiDAR Using PointNet, DGCNN & RandLA-Net
- Land Use Change in Errachidia Oases Morocco using GEE and machine learning
- Extraction of Open Spaces and Identification of Suitable Rooftops for Urban Agriculture: Contribution of Geospatial Technologies for Sustainable Planning
- Hybrid Segmentation of Urban Trees from Airborne LiDAR Data Using DBSCAN and Watershed Algorithms
- Quantifying aboveground carbon at risk and composite vulnerability in semi-arid mountain forests: A Landsat and field-inventory approach in the Moroccan High Atlas
- Advanced Wetland Mapping with GEE and Sentinel Imagery: A Tool for Conservation of the Sidi Moussa Oualidia Complex
- A Concatenation Deep Learning Model for Photovoltaic Inspection Based on Aerial Infrared Images
- STAF-Net: An Innovative Framework for Wheat Yield Prediction
- UrbanTree3D Dataset
- Smartphone-based photogrammetry for biomass assessment in North African highland rangelands
- Hybrid Segmentation of Urban Trees from Airborne LiDAR Data Using DBSCAN and Watershed Algorithms
- Optimizing the generation of orthomosaic through the fusion of UAV-based thermal and visible images. Case study: PV inspections
- Optimizing the generation of orthomosaic through the fusion of UAV-based thermal and visible images. Case study: PV inspections
- Hybrid Spatial Analysis of Rurban Dynamics Using Geospatial and Socio-Economic Data: Case of Casablanca–Settat Region
- UrbanTree3D: An Open Dataset for Urban Tree Species Classification Using Airborne LiDAR and Field Inventory Data
- Multi-Season Optical-SAR Feature Stacks for Wetland Mapping: A Google Earth Engine-Based Random Forest Approach
- Rural-Urban Continuum Mapping Using Machine Learning Models and Geospatial Data
- Optimisation of PointNet++ for Tree Species Classification from Drone LiDAR Data
- A Comparison of CNN, Transformer, and Open-Vocabulary Architectures for Real-Time Photovoltaic Defect Detection Using UAV Thermal Imagery
- The Use of Geospatial Artificial Intelligence Technologies (GeoAI) within National Mapping Agencies: A Review
- Groundwater recharge potential mapping using piezometric data, remote sensing, GIS-based algorithms, and machine learning in the Ansegmir River Watershed, Upper Moulouya region, Morocco
- A Hybrid Multi-Scale Phase-Correlation Framework for Subpixel Registration of Multi-Temporal Very-High-Resolution Remote Sensing Images
- A Validation-Controlled Label-Efficient Framework for Coastal Wetland Habitat Mapping Using Multi-Season Sentinel-1 and Sentinel-2 Data
- A Multisource Framework for Reliable Open Urban Tree Species Dataset from Airborne LiDAR and Field Inventory Data
- Spatio-temporal trend analysis of SST and chlorophyll-a and the influence of the Atlantic Multidecadal Oscillation (AMO) on upwelling along the Moroccan Atlantic coast
- Towards a Holistic Approach for UAV-Based Large-Scale Photovoltaic Inspection: A Review on Deep Learning and Image Processing Techniques
- Machine and Deep Learning for Wetland Mapping and Bird-Habitat Monitoring: A Systematic Review of Remote-Sensing Applications (2015–April 2025)
- A cascading decision system for enhanced anomaly classification of large-scale photovoltaic systems using Drone's thermal data with class-imbalance problem
- A holistic multimodal approach for real-time anomaly detection and classification in large-scale photovoltaic plants
- A new integrated neurosymbolic approach for crop-yield prediction using environmental data and satellite imagery at field scale
- Fast and automatic solar module geo-labeling for optimized large-scale photovoltaic systems inspection from UAV thermal imagery using deep learning segmentation
- 3D Semantic Segmentation of Airborne & UAV LiDAR Point Clouds for Precise Tree Counting: a Machine Learning Approach
- Enhancing Urban Resource Management Through Urban and Peri-Urban Agriculture
- Towards Efficient Real Time Object Detection Using Edge AI
- Automated Integration of BIM and 3D GIS for Sustainable Infrastructure Management
- Real time solar panels heat point’s detection with EDGE ViTs using thermal drone imagery
- Roadmap for a participatory observatory for rangeland monitoring based on image analysis
- Enhanced 3D Modelling of Forest Trees for Accurate Volume and AboveGround Biomass Estimations based on LiDAR data: Case of the Quercus Suber in the Maamora Forest
- Applied Deep Learning-Based Crop Yield Prediction: A Systematic Analysis of Current Developments and Potential Challenges
- A Spectral and Spatial Comparison of Satellite-Based Hyperspectral Data for Geological Mapping
- Modeling and spatialization of biomass and carbon stock using unmanned Aerial Vehicle Lidar (Lidar-UAV) metrics and forest inventory in cork oak forest of Maamora
- An Integrating Framework for Biomass and Carbon Stock Spatialization and Dynamics Assessment Using Unmanned Aerial Vehicle LiDAR (LiDAR UAV) Data, Landsat Imagery, and Forest Survey Data in the Mediterranean Cork Oak Forest of Maamora
- Improving Yield Prediction at Field Scale by Exploring Temporal and Spectral Dependencies in High-Resolution Remotely Sensed Data using At-LSTM and R-PCA
- A Quantitative Assessment Framework for Modelling and Evaluation Using Representation Learning in Smart Agriculture Ontology
- One to segment them All: A Data-based Domain Generalization approach for Solar Module segmentation using Thermal UAV Images
- Can Pixel-Based Approach Achieve Similar Performance to Area-Based Approach in Crop Yield Forecasting Using Sentinel-2 Imagery and Deep Neural Networks? A Probabilistic Analysis
- Statistical Machine Learning for Corn Yield Prediction Based High-Resolution Satellite Imagery: Comparison Between Raw Data and a Multimodality Approach
- A layer-2 solution for inspecting large-scale photovoltaic arrays through aerial LWIR multiview photogrammetry and deep learning: A hybrid data-centric and model-centric approach
- Production-Ready Deep Learning Model Optimization for Anomaly Detection in Photovoltaic Systems
- A Hybrid and Scalable Architecture of a Monitoring System for Photovoltaic Installations
- A Channel-Based Attention Deep Semantic Segmentation Model for the Extraction of Multi-type Solar Photovoltaic Arrays from Large-Scale Orthorectified UAV RGB Imagery
- Advanced Classification of Failure-Related Patterns on Solar Photovoltaic Farms Through Multiview Photogrammetry Thermal Infrared Sensing by Drones and Deep Learning
- UAV-LiDAR and Terrestrial Laser Scanning for Automatic Extraction of Forest Inventory Parameters
- Towards Smart Irrigation: A Literature Review on the Use of Geospatial Technologies and Machine Learning in the Management of Water Resources in Arboriculture
- Applied imagery pattern recognition for photovoltaic modules’ inspection: A review on methods, challenges and future development
- Biomass and Carbon Stock Quantification in Cork Oak Forest of Maamora Using a New Approach Based on the Combination of Aerial Laser Scanning Carried by Unmanned Aerial Vehicle and Terrestrial Laser Scanning Data
- Automatic on Field Detection and Localization of Defective Solar Photovoltaic Modules from Orthorectified RGB UAV Imagery
- An Encoder-Decoder U-Net Based Model for Overheated Photovoltaic Modules Extraction from Orthorectified Remotely Sensed Thermal Infrared UAV Imagery
- Developing a deep learning-based layer-3 solution for thermal infrared large-scale photovoltaic module inspection from orthorectified big UAV imagery data
- Extending the IFC Standard to Enable Road Operation and Maintenance Management through OpenBIM
- Mapping Wheat Dry Matter and Nitrogen Content Dynamics and Estimation of Wheat Yield Using UAV Multispectral Imagery Machine Learning and a Variety-Based Approach: Case Study of Morocco
- IFCInfra4OM: An Ontology to Integrate Operation and Maintenance Information in Highway Information Modelling
- Automatic Sub-Pixel Co-Registration of Remote Sensing Images Using Phase Correlation and Harris Detector
- In-depth investigation of applied digital photogrammetry to imagery-based RGB and thermal infrared aerial inspection of large-scale photovoltaic installations
- Automatic Extraction of Photovoltaic Panels from UAV Imagery with Object-Based Image Analysis and Machine Learning
- Towards an Ontological Approach for the Integration of Information on Operation and Maintenance in BIM for Road Infrastructure
- Detection and Counting of Fruit Trees from RGB UAV Images by Convolutional Neural Networks Approach
- Cloud Computing of Large UAV Datasets for 3D Photogrammetric Reconstruction
- Intelligent mapping of irrigated areas from Landsat 8 images using transfer learning
- Towards The Development Of A BIM Process For Infrastructure And Its Use In The Management Of Highways
- Utilisation des Systèmes d’Informations Géographiques pour l’analyse spatio-temporelle des effets des changements climatiques sur la disponibilité des ressources halieutiques au Maroc
- Land cover intelligent mapping using transfer learning and semantic segmentation
- Shadow detection and correction using a combined 3D GIS and image processing approach
- Vers une extension du Building Information Modeling aux projets d’infrastructure routière: Cas d’étude d’un échangeur autoroutier au Maroc
- Thermal Infrared and Visual Inspection of Photovoltaic Installations by UAV Photogrammetry—Application Case: Morocco
- Automatic Mapping of Irrigated Areas in Mediteranean Context Using Landsat 8 Time Series Images and Random Forest Algorithm
- Inspection of Photovoltaic Installations by Thermo-visual UAV Imagery Application Case: Morocco
- Extraction automatique des zones irriguées dans la région du Gharb par analyse d'image basée-objets des images Landsat 8
- Automatic fuzzy object-based analysis of VHSR images for urban objects extraction
- SEGMENTATION OF HERITAGE BUILDING BY MEANS OF GEOMETRIC AND RADIOMETRIC COMPONENTS FROM TERRESTRIAL LASER SCANNING
- Modélisation 3D des façades de bâtiments des anciennes Médina
- Incidences of the improvement of the interactions between MAC and routing protocols on MANET performance
Publication venues
- The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences × 7
- ISPRS annals of the photogrammetry, remote sensing and spatial information sciences × 4
- Lecture notes in networks and systems × 4
- DOAJ (DOAJ: Directory of Open Access Journals) × 4
- IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) × 3
- Remote Sensing × 3
Publications per year
- 202626
- 202513
- 20249
- 20236
- 20225
- 202110
- 20203
- 20193
- 20182
- 20172
Collaborations
Partner institutions : Mohammed V University · Institut of Research in Solar Energy and New Energies · Ecole Mohammadia d'Ingénieurs · Royal Centre for Remote Sensing · École Nationale Forestière d'Ingénieurs
Co-authors
- Kenza Ait El Kadi
- Saloua Bensiali
- Yahya Zefri
- Hicham Hajji
- Khadija Meghraouı
- Zoubir Barraz
- Ghassane Aniba
- Imane Abouhat
- Nada Hamdani
- Marwa Zerrouk
- Asmaa Moussaoui
- Sara Ait-Lamallam
Bibliographic data from OpenAlex (open database).
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