Powdery Mildew Caused by <i>Erysiphe cruciferarum</i> on Wild Rocket (<i>Diplotaxis tenuifolia</i>): Hyperspectral Imaging and Machine Learning Modeling for Non-Destructive Disease Detection

Powdery Mildew Caused by <i>Erysiphe cruciferarum</i> on Wild Rocket (<i>Diplotaxis tenuifolia</i>): Hyperspectral Imaging and Machine Learning Modeling for Non-Destructive Disease Detection

Wild rocket is a widely cultivated salad crop. Typical signs and symptoms of powdery mildew were observed on leaves of <i>Diplotaxis tenuifolia</i>, likely favored by climatic conditions occurring in a greenhouse. Based on morphological features and molecular analysis, the disease agent...

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Bibliographic Details
Main Authors: Catello Pane, Gelsomina Manganiello, Nicola Nicastro, Teodoro Cardi, Francesco Carotenuto
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Agriculture
Subjects:
chlorophyll absorption
digital detection
first report
hyperspectral signature
Random Forest model
XGBoost model
Online Access:https://www.mdpi.com/2077-0472/11/4/337

Internet

https://www.mdpi.com/2077-0472/11/4/337

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