Assessment of three broadleaf weed species classification in rice field using UAV hyperspectral imaging and machine learning

Broadleaf weed (BLW) infestation is a major challenge in rice cultivation, particularly during the early vegetative stages when competition for resources is most critical. This study aims to enhance early-stage detection and classification of three prevalent BLW species—Monochoria vaginalis (MV), Li...

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Auteurs principaux:	Nursyazyla Sulaiman, Nik Norasma Che’Ya, Abdul Shukor Juraimi, Nisfariza Mohd Noor, Rhushalshafira Rosle, Muhammad Huzaifah Mohd Roslim
Format:	Artigo
Langue:	Inglês
Publié:	Frontiers Media S.A. 2025-12-01
Collection:	Frontiers in Plant Science
Sujets:	hyperspectral remote sensing machine learning rice crop weed
Accès en ligne:	https://www.frontiersin.org/articles/10.3389/fpls.2025.1662972/full
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