FT-NIR spectra collected directly from the supernatant of apple wine samples using a MPA FT-NIR spectrometer (Bruker Optics, Germany) in the range of 12,000 to 4000 cm1 , which equipped with an InGaAs detector and a liquid fiber optic probe with a 2 mm path length.