Predictive fourier transform infrared (FT-IR) models for disease resistance in Eucalyptus clones.
收藏DataCite Commons2023-03-30 更新2025-04-17 收录
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https://researchdata.up.ac.za/articles/dataset/Predictive_fourier_transform_infrared_FT-IR_models_for_disease_resistance_in_Eucalyptus_clones_/21951167/1
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资源简介:
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. <br> 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.
提供机构:
University of Pretoria
创建时间:
2023-01-27



