University of Pretoria
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Predictive fourier transform infrared (FT-IR) models for disease resistance in Eucalyptus clones.

dataset
posted on 2023-01-31, 10:54 authored by Valencia MogashoaValencia Mogashoa, Sanushka Naidoo
<p> </p> <p>The datasets entails 3 Fourier Transform Infrared (FT-IR) models for <em>Eucalyptus</em> hybrid clones resistance and susceptibility as well as the sample sets for the study (disseration). The samples were collected from an inoculation trial and then analyzed for FT-IR. To develop the FT-IR models, spectra converted to spc format using terminal and Github.The spectral data was then analyzed on R-Studio using the Eucalyptus script.</p> <p><br></p> <p>The dataset comparing two methods (VSURF & SVM) has also been included. As well as the 3 models classification perfomance using Support Vector Machine (SVM) and the Partial Least Square-Discriminant Analysis (PLS-DA) performance analysis.</p>

Funding

Forest Sector Innovation Fund

History

Department/Unit/School/Center

Biochemistry, Genetics & Microbiology