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Yassir El Hamdouni on Muck Rack

Yassir El Hamdouni

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K-means clustering applied to vegetation indices for mapping cultivated areas using high-resolution Moroccan Mohammed VI satellite imagery - Scientific Reports

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By Hamza Briak, Abdellatif Moussaid, Mohamed Bayad, Yousra Gamoussi, Yassir El Hamdouni
| Nature Verified
Abstract This study presents a pixel-based unsupervised classification approach for mapping cultivated land using high-resolution imagery from the Moroccan Mohammed VI satellite. The proposed method integrates the K-means clustering algorithm with spectral features derived from vegetation indices, particularly the Normalized Difference Vegetation Index (NDVI) and the Modified Normalized Difference Water Index (MNDWI), together with the Near-Infrared (NIR) band.
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