6533b837fe1ef96bd12a32c8
RESEARCH PRODUCT
Comparison of conventional descriptive analysis and a citation frequency-based descriptive method for odor profiling: An application to Burgundy Pinot noir wines
Catherine DacremontEva CampoJennifer LangloisJordi BallesterDominique Valentinsubject
030309 nutrition & dietetics[ SDV.AEN ] Life Sciences [q-bio]/Food and NutritionSensory analysisCorrespondence analysis03 medical and health sciences0404 agricultural biotechnologySENSORY ANALYSISStatistics[SDV.IDA]Life Sciences [q-bio]/Food engineeringCluster analysisComputingMilieux_MISCELLANEOUSMathematicsWinePINOT NOIR0303 health sciencesFREQUENCY OF CITATIONNutrition and DieteticsDescriptive statisticsbusiness.industryDESCRIPTIVE PROFILEWINE04 agricultural and veterinary sciencesCONVENTIONAL DA040401 food scienceHierarchical clusteringOdorPrincipal component analysisArtificial intelligencebusiness[SDV.AEN]Life Sciences [q-bio]/Food and NutritionMETHOD COMPARISONFood Sciencedescription
International audience; The limitations of intensity scoring when describing the odor characteristics of a complex product have been documented in the literature. In the present work, the odor properties of 12 Burgundy Pinot noir wines were described by two independent panels performing, respectively, an intensity-based (conventional descriptive analysis) and a citation frequency-based method. Methods were compared according to three criteria: similarity of the sensory maps, control of panel performance and practical aspects. Intensity scoring and citation frequency data were analyzed, respectively, by Principal Components Analysis (PCA) and Correspondence Analysis (CA) followed by Hierarchical Cluster Analysis (HCA). Although both methods underlined the same main odor characteristics (fruity, vegetal and oak barrel), dimensionality of CA was higher (four axes) than that of PCA (three axes), probably as a consequence of the larger number of descriptors employed in the frequency-based method. The clustering of wines differed as well between methods. In conventional DA, one sample exhibiting intense barrel aged related notes was responsible for most of the variance of the PCA map. This induced a settling of the rest of the samples and, therefore, a less fine characterization of the emerging clusters than that obtained by CA. Considering both richness of product characterization and practical aspects, the frequency of citation method might represent a convenient alternative to conventional descriptive analysis when the odor assessment of a complex aroma product is required.
year | journal | country | edition | language |
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2010-01-01 |