Principal component analysis (PCA) was carried out using the statistical software SPSS (Version 17.0, StatSoft, USA). PCA was employed to provide an overview of the capacity to distinguish essential oil components based on GC-MS data (select variables > 0.2% of 42 essential oil components from six production areas).