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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Principais autores:	Xuanzhang Wang, Jianan Chi, Xiao Zhang, Guangshuai Lu, Xuan Li, Chunli Wang, Lijun Wang, Nannan Zhang
格式:	Artigo
語言:	Inglês
出版:	Frontiers Media S.A. 2025-10-01
叢編:	Frontiers in Plant Science
主題:	Raman spectroscopy cotton stems verticillium wilt disease severity classification machine learning CARS-INFO-SVM
在線閱讀:	https://www.frontiersin.org/articles/10.3389/fpls.2025.1649295/full
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