“…HJ1 showed a high positive correlation with geraniol, ethylpyrazine, and 2-heptylfuran, indicating a distinctive rosy, sweet, and cocoa aroma; the other huajiao with their representative aroma components are shown in Table2. Existing studies have used the multi-factor quality evaluation method to evaluate the flavor quality of the relevant substances and construct a "flavor profile", and then analyze the aroma of the substances by comparing the content of the aroma components and evaluating the contribution of the volatile components to the aroma quality, which may become a new method for the study of peppercorns in the study of the characteristic components(Zhao et al, 2023). HJ1-HJ14 were categorized into four groups (A: HJ1, HJ5, HJ10, H13; B: HJ2, HJ3, HJ4, HJ6; C: HJ7, HJ8, HJ9, HJ11, HJ12; D: HJ14) based on the PCA score plots of HJ1-HJ14.…”