Plant Disease Diagnosis Based on Hyperspectral Sensing: Comparative Analysis of Parametric Spectral Vegetation Indices and Nonparametric Gaussian Process Classification Approaches

Plant Disease Diagnosis Based on Hyperspectral Sensing: Comparative Analysis of Parametric Spectral Vegetation Indices and Nonparametric Gaussian Process Classification Approaches

Early and accurate disease diagnosis is pivotal for effective phytosanitary management strategies in agriculture. Hyperspectral sensing has emerged as a promising tool for early disease detection, yet challenges remain in effectively harnessing its potential. This study compares parametric spectral...

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Bibliographic Details
Main Authors: Mafalda Reis Pereira, Jochem Verrelst, Renan Tosin, Juan Pablo Rivera Caicedo, Fernando Tavares, Filipe Neves dos Santos, Mário Cunha
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Agronomy
Subjects:
plant disease
tomato
kiwi
hyperspectral spectroscopy
gaussian process classification
wavelength selection
Online Access:https://www.mdpi.com/2073-4395/14/3/493

Internet

https://www.mdpi.com/2073-4395/14/3/493

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