Hyperspectral imaging-driven deep learning approach: Asymptomatic stage detection and severity grading of tomato yellow leaf curl disease

Hyperspectral imaging-driven deep learning approach: Asymptomatic stage detection and severity grading of tomato yellow leaf curl disease

Tomato yellow leaf curl disease (TYLCD), a devastating disease in tomato cultivation, causes reduced yields or even total crop failure in infected plants, severely compromising both productivity and quality. The prolonged asymptomatic infection period and non-distinct early symptoms of TYLCD impose...

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Bibliographic Details
Main Authors: Junzhi Chen, Wenshan Zhong, Xuejun Yue, Ziyu Ding, Mengdan Du, Xuantian Li, Biao Chen, Haifeng Li, ZiFu He, Xiaoman She, Yafei Tang
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Smart Agricultural Technology
Subjects:
Tomato yellow leaf curl disease
Hyperspectral imaging
Dual-branch convolutional neural network
Asymptomatic disease period detection
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S277237552500512X
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