Institut Agronomique et Vétérinaire Hassan II

Phenology-Informed Crop Type Mapping in Semi-Arid Morocco Using Sentinel-2 NDVI Time Series: A Machine Learning Approach with Temporal Sensitivity Analysis

Accurate crop mapping is essential for food security and water resource management in semi-arid North Africa. This study evaluated four machine learning algorithms for crop classification using Sentinel-2 NDVI time series in the Al Haouz region, Morocco with a time series of 12 d...