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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

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ·

Paper authors:Mohamed Bourriz · Ahmed Laamrani · Hamd Ait Abdelali · François Bourzeix · Ali El-Battay · Abdelhakim Amazirh · Abdelghani Chehbouni

DOI: 10.5194/isprs-archives-xlviii-4-w17-2025-69-2026

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