“…The aroma series were modelled from the wine aroma wheel [29] and literature ( Table 3: fruity:1, floral: 2, herbaceous (or vegetal, fresh): 3, nutty: 4, caramel (or sweet): 5, earthy: 6, chemical: 7, fatty: 8, and roasted: 9). Due to the high complexity of olfactive perceptions, [31] , [3] (Franco, Peinado, Medina, et al, 2004) [66] , [4] (Guth, H., et al, 1997) [40] , [5] (Noble et al, 1987) [29] , [6] (Sánchez-Palomo et al, 2010) [32] , [7] (Noguerol-Pato et al, 2012) [34] , [8] (Tao & Zhang, 2010) [67] , [9] (Ferreira et al, 2000) [68] , [10] (La Guerche, Dauphin, Pons, et al, 2006) [69] , [11] (Jiang & Zhang, 2010) [12] , [12] , [14] (Gómez-Míguez et al, 2007) [13] . some volatile compounds were included in two or more aroma series according to some authors.…”