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On-The-Go Hyperspectral Imaging Under Field Conditions and Machine Learning for the Classification of Grapevine Varieties

Grapevine varietal classification is an important plant phenotyping issue for grape growing and wine industry. This task has been achieved from destructive techniques like classic ampelography and DNA analysis under laboratory conditions. This work displays a new approach for the classification of a...

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Библиографические подробности
Опубликовано в: :Front Plant Sci
Главные авторы: Gutiérrez, Salvador, Fernández-Novales, Juan, Diago, Maria P., Tardaguila, Javier
Формат: Artigo
Язык:Inglês
Опубликовано: Frontiers Media S.A. 2018
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6068396/
https://ncbi.nlm.nih.gov/pubmed/30090110
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2018.01102
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