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Original Research
Published 21 July 2026
A multi-class, multi-temporal crop and Land cover mapping framework for Morocco using Sentinel-1/2 monthly composites and advanced machine learning ensembles
Maryam Choukri · Yacine Bouroubi · Jamal-Eddine Ouzemou · Said Grich · Guy Armel Kamga Fotso · Saeid Ojaghi · Abdelghani Chehbouni · Ahmed Laamrani
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1827393