“…There are many reasons for this limitation: (a) using GC-MS-O, we can identify and describe the aroma and intensity of the most important aroma-active compounds, but aroma characteristics of some compounds are varied as a function of concentration. For example, in low concentration, Skatole has flowery smell, whereas at high concentration it is perceived as fecal smell (Regueiro, Negreira, & Simal-Gándara, 2017); (b) in many cases, a particular aroma is the result of multiple compounds, not individual compounds (Chambers & Koppel, 2013). For example, a typical pineapple aroma is the outcome of the mixture of ethyl isobutyrate (strawberry-like aroma), ethyl maltol (caramel-like aroma), and allyl-α-ionone compounds (violet-like aroma) (Thomas-Danguin, Le Berre, Barkat, Coureaud, & Sicard, 2007); (c) volatile and aroma-active compounds are influenced by the nonvolatile compounds (proteins, residual sugars, polyphenols, and polysaccharides) (Castro & Ross, 2018); (d) aroma release from food matrices may differ between panelists and therefore it requires several panelists for the sensory analysis (Blee, Linforth, Yang, Brown, & Taylor, 2011;Chambers & Koppel, 2013); (e) physiological (retronasal olfaction) variation among the panelists (Mishellany-Dutour et al, 2012); (f) terminology may also affect to correlate the relationship, for example, nutty and green are commonly used terms in sensory description of a products; however, different chemical compounds are associated with different aspects of green or nutty aroma (Hongsoongnern & Chambers IV, 2008;Miller, Chambers IV, Jenkins, Lee, & Chambers, 2013).…”