In this work, 22 Damask rose accessions were cultivated in a randomized complete block design with 3 replications. Then, chemical components of essential oils (EOs) were identified and subsequently characterized using gas chromatography (GC) and gas chromatography mass spectrometry (GC/MS) techniques. Accordingly, sixteen chemical compounds were identified, which accounted for about 85.3-99.8% of the EOs. Accessions were classified in 4 groups by cluster analysis. Discriminant function analysis (DFA) was found to be in line with the results of cluster analysis approach. In addition, using principal component analysis (PCA), the first 5 components had Eigen values higher than 1. n-Eicosane, n-heneicosane, n-tricosane, n-nondecane and n-tetradecanal had maximum portions in first component, while citronellyl acetate, geranial and n-undecanol had the maximum portions in the second component. Accessions of Isfahan5, Kermanshah5 and Kermanshah6 had the maximum percent of geraniol and citronellol, the two key chemical components, responsible for EO quality. پرونده مقاله