30 Mar 20261cites
Deep Learning Techniques for Precise Segmentation of Plant Species: Using Deeplabv3Plus-U-Net and UAV ImageryPublisher siteRemote Sensing in Earth Systems Sciences, Remote Sensing in Agriculture
UniversitiesEl Mostafa Bachaoui
Active, last published 2026
In remote sensing in agriculture
El Mostafa
Bachaoui
Scholar“Research focused on Remote Sensing in Agriculture and adjacent fields.”
Université Sultan Moulay Slimane
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01 · About the work
What I study
l Mostafa Bachaoui is a researcher working on Remote Sensing in Agriculture. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
El's work has been cited 750 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Remote Sensing in Agriculture×12Geochemistry and Geologic Mapping×11Remote-Sensing Image Classification×9Remote Sensing and LiDAR Applications×9Groundwater and Watershed Analysis×8
04 · Where I am
Affiliations
Affiliation on published researchUniversité Sultan Moulay SlimaneDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
10 works1 Jan 2025Open access1cites
Mapping Tree-Covered Forest Formations (Case Study: Beni-Mellal Forest): Evaluation Study of the Potential of the Mohammed VI-B Satellite ImagePublisher siteE3S Web of Conferences, Remote Sensing and LiDAR Applications
23 Dec 20241cites
Modeling plant species segmentation using an advanced U-Net and UAV remote sensing: a case study in the High Atlas Mountains of MoroccoPublisher siteModeling Earth Systems and Environment, Smart Agriculture and AI
18 Oct 2024Open access1cites
UAV imagery, advanced deep learning, and YOLOv7 object detection model in enhancing citrus yield estimationPublisher siteFoods and raw materials, Smart Agriculture and AI
24 Aug 2024Open access14cites
Combining OBIA, CNN, and UAV imagery for automated detection and mapping of individual olive treesPublisher siteSmart Agricultural Technology, Remote Sensing and LiDAR Applications
23 Aug 20243cites
Identification and Mapping of Individual Trees from Unmanned Aerial Vehicle Imagery Using an Object-Based Convolutional Neural NetworkPublisher siteRemote Sensing in Earth Systems Sciences, Remote Sensing and LiDAR Applications
13 Dec 2023Open access19cites
Investigating machine learning and ensemble learning models in groundwater potential mapping in arid region: case study from Tan-Tan water-scarce region, MoroccoPublisher siteFrontiers in Water, Groundwater and Watershed Analysis
29 Oct 2023Open access
Identification and mapping of Individual Trees from Unmanned Aerial Vehicle Imagery Using an object oriented Convolutional Neural NetworkPublisher siteResearch Square, Smart Agriculture and AI
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