Time delays from the Wooden samples from 5 distinctive Guibourtia species are concentrated during the selection of 60–62 ps and show various amplitudes within the frequency domain. Refractive indices showed sizeable variations inside the THz band. PCA for dimensionality reduction of terahertz time-domain spectral facts drastically enhances th