Phenotyping grapevine red blotch virus and grapevine leafroll-associated viruses before and after symptom expression through machine-learning analysis of hyperspectral images

Phenotyping grapevine red blotch virus and grapevine leafroll-associated viruses before and after symptom expression through machine-learning analysis of hyperspectral images

IntroductionGrapevine leafroll-associated viruses (GLRaVs) and grapevine red blotch virus (GRBV) cause substantial economic losses and concern to North America’s grape and wine industries. Fast and accurate identification of these two groups of viruses is key to informing disease management strategi...

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Bibliographic Details
Main Authors: Erica Sawyer, Eve Laroche-Pinel, Madison Flasco, Monica L. Cooper, Benjamin Corrales, Marc Fuchs, Luca Brillante
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Plant Science
Subjects:
phenomics
spectroscopy
Vitis vinifera L.
disease detection
deep-learning
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1117869/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1117869/full

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