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Articles | Volume XLIX-B3-2026
Articles | Volume XLIX-B3-2026
https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-915-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-915-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume XLIX-B3-2026
30 Jul 2026
 | 30 Jul 2026

Integrating Hyperspectral and Phenological Features for Cereals Mapping in a Mediterranean Region, Morocco

Mohamed Bourriz, Ahmed Laamrani, Nadir El Bouanani, Walid Elbarz, Hamd Ait Abdelali, Francois Bourzeix, and Abdelghani Chehbouni

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How Effective Are Foundation Models for Crop Type Mapping Using Hyperspectral Imaging? A Comparative Study of Machine Learning, Deep Learning, and Geospatial Foundation Models
Mohamed Bourriz, Ahmed Laamrani, Hamd Ait Abdelali, François Bourzeix, Ali El-Battay, Abdelhakim Amazirh, and Abdelghani Chehbouni
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 69–74, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-69-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-69-2026, 2026