UAV-Based Disease Detection in Palm Groves of <i>Phoenix canariensis</i> Using Machine Learning and Multispectral Imagery

UAV-Based Disease Detection in Palm Groves of <i>Phoenix canariensis</i> Using Machine Learning and Multispectral Imagery

Climate change and the appearance of pests and pathogens are leading to the disappearance of palm groves of <i>Phoenix canariensis</i> in the Canary Islands. Traditional pathology diagnostic techniques are resource-demanding and poorly reproducible, and it is necessary to develop new mon...

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Bibliographic Details
Main Authors: Enrique Casas, Manuel Arbelo, José A. Moreno-Ruiz, Pedro A. Hernández-Leal, José A. Reyes-Carlos
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Remote Sensing
Subjects:
probabilistic classification modelling
support vector machine
random forest
spectral separability analysis
structure insensitive pigment index
NDVI
Online Access:https://www.mdpi.com/2072-4292/15/14/3584

Internet

https://www.mdpi.com/2072-4292/15/14/3584

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