NMR and Chemometric methods: A powerful combination for characterization of Balsamic and Traditional Balsamic Vinegar of Modena (Articolo in rivista)

Type

• Articolo in rivista (Classe)
• Prodotto della ricerca (Classe)

Label

• NMR and Chemometric methods: A powerful combination for characterization of Balsamic and Traditional Balsamic Vinegar of Modena (Articolo in rivista) (literal)

Anno

• 2008-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1016/j.aca.2008.01.065 (literal)

Alternative label

• Consonni roberto; Cagliani laura ruth; Benevelli francesca; Spraul manfred; Humpfer eberhard; Stocchero matteo (2008)
  NMR and Chemometric methods: A powerful combination for characterization of Balsamic and Traditional Balsamic Vinegar of Modena
  in Analytica chimica acta (Print)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Consonni roberto; Cagliani laura ruth; Benevelli francesca; Spraul manfred; Humpfer eberhard; Stocchero matteo (literal)

Pagina inizio

• 31 (literal)

Pagina fine

• 40 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://www.sciencedirect.com/science/article/pii/S0003267008002353 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 611 (literal)

Rivista

• Analytica chimica acta (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 1 (literal)

Note

• ISI Web of Science (WOS) (literal)
• Scopu (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• Consonni roberto, Istituto per lo Studio delle Macromolecole Cagliani laura ruth, Istituto per lo Studio delle Macromolecole Benevelli francesca, Bruker Biospin srl Spraul manfred, Bruker Biospin GmbH – Karlsruhe Humpfer eberhard, Bruker Biospin GmbH – Karlsruhe Stocchero matteo, S-IN Soluzioni Informatiche (literal)

Titolo

• NMR and Chemometric methods: A powerful combination for characterization of Balsamic and Traditional Balsamic Vinegar of Modena (literal)

Abstract

• This work presents the capability of NMR spectroscopy combined with Chemometrics in predicting the ageing of Balsamic and Traditional Balsamic Vinegar of Modena. The need of an analytical method is an important requirement for both research oriented and commercial evaluation of these very valuable products. H-1 NMR spectroscopy, based on the advantage of rapid sample analysis without any manipulation or derivatization, is here proposed as a valid tool to describe Balsamic and Traditional Balsamic Vinegar of Modena. For this purpose, 72 reliable samples, were divided into three different groups according to their ageing process: young (<12 years), old (>12 and <25 years) and extra old (>25 years). Hierarchical Projection to Latent Structures Discriminant Analysis (PLS-DA) allowed us to characterize the ageing process. Variables showing the largest VIP (Variable Importance in the Projection) were extracted from PLS-DA model, thus shedding lights onto the role played by specific compounds in this complex ageing process. Two robust classification models, were built by PLS-DA and Naive Bayes classifier and compared to prove the accuracy of the representation on both training and test sets. The predictions obtained for 41 \"unknown\" vinegar samples with these both methods gave more than 80% agreement among them. (c) 2008 Published by Elsevier B.V. (literal)

Prodotto di

• Istituto per lo studio delle macromolecole (ISMAC) (Istituto)
• Studio di metaboliti e matrici naturali mediante NMR e loro utilizzo e funzione nel settore agroalimentare, merceologico e della salute umana (PM.P06.018.001) (Modulo)
• Strutturistica NMR di proteine legate a processi patologici (PM.P01.026.003) (Modulo)

Autore CNR

• ROBERTO CONSONNI (Unità di personale interno)
• LAURA RUTH CAGLIANI (Unità di personale esterno)

Insieme di parole chiave

• Parole chiave di "NMR and Chemometric methods: A powerful combination for characterization of Balsamic and Traditional Balsamic Vinegar of Modena" (Insieme di parole chiave)

Incoming links:

Autore CNR di

• ROBERTO CONSONNI (Unità di personale interno)
• LAURA RUTH CAGLIANI (Unità di personale esterno)

Prodotto

• Istituto per lo studio delle macromolecole (ISMAC) (Istituto)
• Strutturistica NMR di proteine legate a processi patologici (PM.P01.026.003) (Modulo)
• Studio di metaboliti e matrici naturali mediante NMR e loro utilizzo e funzione nel settore agroalimentare, merceologico e della salute umana (PM.P06.018.001) (Modulo)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Analytica chimica acta (Rivista)

Insieme di parole chiave di

• Parole chiave di "NMR and Chemometric methods: A powerful combination for characterization of Balsamic and Traditional Balsamic Vinegar of Modena" (Insieme di parole chiave)