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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-4/W17-2025
https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-159-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-159-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
15 Jan 2026
| 15 Jan 2026
Evaluating AI for Palm Tree Disease Detection: A Comparative Study of YOLOv8 Object Detection and U-Net Segmentation Using UAV Imagery
Ayoub Hammadi
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Ikram Essajai
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Chaimaa El Kihal
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Soukaina Zerrouk
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Iliasse Mahi
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Chaimae Samdaoui
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Mohamed Maanan
UMR 6554 CNRS LETG-Nantes Laboratory, Institute of Geography and Planning, Nantes University, France
Hassan Rhinane
Hassan II University, Faculty of Sciences, Casablanca, Morocco
Aude Zingraff-Hamed
ENGEES - National School of Water and Environmental Engineering of Strasbourg, Strasbourg, France
Laboratory Image City Environment, Faculty of Geography and Planning, University of Strasbourg, Strasbourg, France
Mehdi Maanan
Hassan II University, Faculty of Sciences, Casablanca, Morocco
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