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Author

C. Ryu

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Open access Sep 2026

Early Detection of Pepper Wilt Disease Using Unmanned Aerial Vehicle-Based Multispectral Time-Series Imagery

This study evaluates early detection of pepper wilt disease using vegetation indices obtained from unmanned aerial vehicle (UAV)-based multispectral time-series imagery and machine learning classification. Multispectral images were acquired from June–August 2023, and disease status was determined by field diagnosis and...

G. Je, Y. Kang, C. Ryu et al. · 0 citations
Sep 2026

Optimized Machine Learning Algorithms to Enhance Rice Protein Content Monitoring with Multispectral UAV Imagery

Overall, the findings demonstrate that advanced optimization techniques, particularly Bayesian and ASHA, substantially improve GPC prediction using UAV-based multispectral data, highlighting their potential for precision agriculture and informed crop management.

Tapash Kumar Sarkar, Dilip Kumar Roy, Shaibal Sarkar Dip et al. · 0 citations

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