Early detection and severity classification of verticillium wilt in cotton stems using Raman spectroscopy and machine learning

The early detection of Verticillium wilt (VW) in cotton is a critical challenge in agricultural disease management. Cotton, a vital global textile resource, is severely threatened by this devastating disease. Traditional diagnostic methods, which often rely on manual expertise or destructive samplin...

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Hlavní autoři:	Xuanzhang Wang, Jianan Chi, Xiao Zhang, Guangshuai Lu, Xuan Li, Chunli Wang, Lijun Wang, Nannan Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2025-10-01
Edice:	Frontiers in Plant Science
Témata:	Raman spectroscopy cotton stems verticillium wilt disease severity classification machine learning CARS-INFO-SVM
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fpls.2025.1649295/full
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