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Variable Selection on Reflectance NIR Spectra for the Prediction of TSS in Intact Berries of Thompson Seedless Grapes

Fourier-transform near infrared (FT-NIR) reflection spectra of intact berries of the grape variety Thompson seedless were used to predict total soluble solids (TSS) content. From an initial dataset, 12 subsets were considered by applying variable selection to extract the reflectance values at wavenu...

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Uloženo v:
Hlavní autoři: Chrysanthi Chariskou, Eleni Vrochidou, Andries J. Daniels, Vassilis G. Kaburlasos
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2022-09-01
Edice:Agronomy
Témata:
maturity
grape ripeness prediction
total soluble solids (TSS)
variable selection
multiple linear regression (MLR)
partial least squares (PLS)
On-line přístup:https://www.mdpi.com/2073-4395/12/9/2113
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