Skip to main content

Advertisement

Log in

Regional and Vintage Discrimination of Romanian Wines Based on Elemental and Isotopic Fingerprinting

  • Published:
Food Analytical Methods Aims and scope Submit manuscript

Abstract

The feasibility of isotopic and elemental fingerprinting in the classification of wines according to their geographical origin was investigated by applying advanced techniques such as isotope ratio mass spectrometry and inductively coupled plasma mass spectrometry to characterize wines produced in four major vineyards in Romania from both indigenous and foreign vine varieties, during vintages 2009 and 2010. Discriminant analysis of values for C and O stable isotope ratios and minerals (ten trace elements Cr, Ni, Rb, Sr, Zn, Mn, Cu, Co, V, and Pb) allowed us to classify approximately 90.37 % of the wines and additionally, to verify the influence of the vintage year. The elements Mn, Ni, Cu, Zn, Pb, V, and δ18O were identified as suitable indicators with ability to discriminate wines according to their producing region. It was shown that δ18O has the strongest relationship with the climatic conditions and location, while δ13C alone has less significance for the geographical discrimination at country level. This research highlights a successfully differentiation of wines production regions based on the variables which ultimately depend on the geographical and climatic features and presents a complete picture of the geographical variability distribution among two different harvest years and provides further evidence of the ability of multivariate statistical analysis, based on stable isotopes and trace element data, to show provenance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Almeida CM, Vasconcelos MT (2003) Multielement composition of wines and their precursors including provenance soil and their potentialities as fingerprints of wine origin. J Agric Food Chem 51:4788–4798

    Article  CAS  Google Scholar 

  • Baxter MJ, Crews HM, Dennis MJ, Goodall I, Anderson D (1997) The determination of the authenticity of wine from its trace element composition. Food Chem 60:443–450

    Article  CAS  Google Scholar 

  • Benincasa C, Lewis J, Perri E, Sindona G, Tagarelli A (2007) Determination of trace element in Italian virgin olive oils and their characterization according to geographical origin by statistical analysis. Anal Chim Acta 585(2):366–370

    Article  CAS  Google Scholar 

  • Bréas O, Reniero F, Serrini G, Martin GJ, Rossmann A (1994) Isotope ratio mass spectrometry: analysis of wines from different European countries. Rapid Commun Mass Spectrom 8(12):967–970

    Article  Google Scholar 

  • Cantarelli MA, Camiña JM, Pettenati EM, Marchevsky E, Pellerano RG (2011) Trace mineral content of Argentinean raw propolis by neutron activation analysis (NAA): assessment of geographical provenance by chemometrics. LWT Food Sci Technol 44:256–260

    Article  CAS  Google Scholar 

  • Castineira Gomez MM, Brandt R, Jakubowski N, Andersson JT (2004) Changes of the metal composition in German white wines through the winemaking process. A study of 63 elements by inductively coupled plasma-mass spectrometry. J Agric Food Chem 52(10):2953–2961

    Article  CAS  Google Scholar 

  • Christoph N, Rossmann A, Voerkelius S (2003) Possibilities, limitations of wine authentication using stable isotope, meteorological data, data banks, statistical tests. Part 1: wines from Franconia, Lake Constance 1992 to 2002. Mitt Klosterneuburg 53:23–40

    CAS  Google Scholar 

  • Christoph N, Baratossy G, Kubanovic V et al (2004) Possibilities and limitations of wine authentication using stable isotope ratio analysis and traceability. Part 2: wines from Hungary, Croatia, and other European countries. Mitt Klosterneuburg 54:144–158

    CAS  Google Scholar 

  • Coetzee PP, Steffens FE, Eiselen RJ, Augustyn OP, Balcaen L, Vanhaecke F (2005) Multi-element analysis of South African wines by ICP-MS and their classification according to geographical origin. J Agric Food Chem 53:5060–5066

    Article  CAS  Google Scholar 

  • Coetzee PP, van Jaarsveld FP, Vanhaecke F (2014) Intraregional classification of wine via ICP-MS elemental fingerprinting. Food Chem 164:485–492

    Article  CAS  Google Scholar 

  • Costinel D, Cuna SV, Grecu V, Vremera R (2009) Stable oxygen and hydrogen isotopes measurements by CF-IRMS with applications in hydrology studies. J Phys Conf Ser 182:012038

    Article  Google Scholar 

  • Costinel D, Tudorache A, Ionete RE, Vremera R (2011) The impact of grape varieties to wine isotopic characterization. Anal Lett 44(18):2856–2864

    Article  CAS  Google Scholar 

  • Cvek J, Medid-Saric M, Vitali D, Vedrina-Dragojevik I, Smit Z, Tomic S (2008) The content of essential and toxic elements in Croatian propolis samples and their tinctures. J Apic Res 47(1):35–45

    Article  CAS  Google Scholar 

  • Dinca OA, Ionete RE, Popescu R, Costinel D, Radu GL (2015) Geographical and botanical origin discrimination of Romanian honey using complex stable isotope data and chemometrics. Food Anal Methods 8:401–412

    Article  Google Scholar 

  • Drivelos SA, Georgiu CA (2012) Multi-element and multi-isotope-ratio analysis to determine the geographical origin of foods in the European Union. TrAC Trends Anal Chem 40:38–51

    Article  CAS  Google Scholar 

  • Dutra SV, Adami L, Marcon AR, Carnieli GJ, Roani CA, Spinelli FR, Leonardelli S, Ducatti C, Moreira MZ, Vanderlinde R (2011) Determination of the geographical origin of Brazilian wines by isotope and mineral analysis. Anal Bioanal Chem 401:1571–157

    Article  CAS  Google Scholar 

  • Dutra SV, Adami L, Marcon AR, Carnieli GJ, Roani CA, Spinelli FR, Leonardelli S, Vanderlinde R (2013) Characterization of wines according the geographical origin by analysis of isotopes and minerals and the influence of harvest on the isotope values. Food Chem 141:2148–2153

    Article  CAS  Google Scholar 

  • EC Regulation No. 2729/2000 laying down detailed implementing rules on controls in the wine sector, Off J Eur Union L316:16–29

  • EC Regulation No. 2030/2006 of 21 December 2006 amending Regulations (EC) No 1607/2000, (EC) No 1622/2000 and (EC) No 2729/2000 concerning the wine sector by reason of the accession of Bulgaria and Romania to the European Union, Off J Eur Union L414:40–42

  • Galgano F, Favati F, Caruso M, Scarpa T, Palma A (2008) Analysis of trace elements in southern Italian wines and their classification according to provenance. LWT- Food Sci Technol 41:1808–1815

    Article  CAS  Google Scholar 

  • Geana EI, Iordache AM, Ionete RE, Marinescu A, Ranca A, Culea M (2013) Geographical origin identification of Romanian wines by ICP-MS elemental analysis. Food Chem 138:1125–1134

    Article  CAS  Google Scholar 

  • Geana EI, Marinescu A, Iordache AM, Sandru C, Ionete RE, Bala C (2014) Differentiation of Romanian wines on geographical origin and wine variety by elemental composition and phenolic components. Food Anal Methods 7(10):2064–2074

    Article  Google Scholar 

  • Gremaud G, Quaile S, Piantini U, Pfammatter E, Corvi C (2004) Characterization of Swiss vineyards using isotopic data in combination with trace elements and classical parameters. Eur Food Res Technol 219:97–104

    Article  CAS  Google Scholar 

  • Iglesias M, Besaluä E, Anticoä E (2007) Internal standardization atomic spectrometry and geographical pattern recognition techniques for the multielement analysis and classification of Catalonian red wines. J Agric Food Chem 55:219–225

    Article  CAS  Google Scholar 

  • Jaba E. et al. (2007) Discriminant analysis in the study of romanian regional economic development, Analele ştiinţifice ale universităţii “Alexandru Ioan Cuza” din Iaşi, Tomul LIV, Ştiinţe Economice 184:147–153

  • Magdas DA, Cuna S, Cristea G, Ionete RE, Costinel D (2012) Stable isotopes determination in some Romanian wines. Isot Environ Health Stud 48(2):345–353

    Article  CAS  Google Scholar 

  • Marengo E, Aceto M (2003) Statistical investigation of the differences in the distribution of metals in Nebbiolo-based wines. Food Chem 81:621–630

    Article  CAS  Google Scholar 

  • Martin AE, Watling RJ, Lee GS (2012) The multi-element determination and regional discrimination of Australian wines. Food Chem 133:1081–1089

    Article  CAS  Google Scholar 

  • Niculaua M, Cosofret S, Cotea VV, Nechita CB, Odageriu G (2006) Consideration on stable isotopic determination in Romanian wines. Cercetari Agronomice Moldova 39(4):25–31

    Google Scholar 

  • O.I.V. (2009) Compendium of International Methods of Analysis of Wine and Musts. – Paris: Organisation Internationale de la Vigne et du vin, 2009, www.oiv.int

  • Oeno 17/2001 (2009) OIV–Organisation Internationale de la Vigne et du Vin method number MA-AS312-06. (2009) Determination by isotope ratio mass spectometry 13C/12C of wine ethanol or that obtained through the fermentation of musts, concentrated musts or grape sugar. In: OIV (ed) Compendium of international methods of analysis of wines and musts-398, vol 2. Paris, France: OIV

  • Oeno 353 (2009) OIV—Organisation Internationale de la Vigne et du Vin method number MA-EAS2-12-MOUO18. (2009) Method for 18O/16O isotope ratio determination of water in wines and must. In: OIV (ed) Compendium of international methods of analysis of wines and musts-398, vol 2. Paris, France: OIV

  • Romanian Law No. 244 (2002) Law on vineyards and wines in the system of common organization of vineyards and wine market.

  • Romanian National Administration of Meteorology 2009 Annual Report (2009) http://www.meteoromania.ro/anm/?page_id=1968

  • Romanian National Administration of Meteorology 2010 Annual Report (2010) http://www.meteoromania.ro/anm/?page_id=1968

  • Rossmann A, Reniero F, Moussa I, Schmidt HL, Versini G, Merle MH (1999) Stable oxygen isotope content in ethanol of EC data bank wines from Italy, France and Germany. Z Lebensm Unters Forsch 208:400–407

    Article  CAS  Google Scholar 

  • Schlesier K, Fauhl-Hassek C, Forina M, Cotea VV, Kocsi E, Schoula R, van Jaarsveld F, Wittkowski R (2009) Characterisation and determination of the geographical origin of wines. Part I: overview. Eur Food Res Technol 230:1–13

    Article  CAS  Google Scholar 

  • Sen I, Tokatli F (2014) Authenticity of wines made with economically important grape varieties grown in Anatolia by their phenolic profiles. Food Control 46:446–454

    Article  CAS  Google Scholar 

  • Thiel G, Geisler G, Blechschmidt I (2004) Determination of trace elements in wines and classification according to their provenance. Anal Bioanal Chem 378:1630–1636

    Article  CAS  Google Scholar 

  • Van der Linde G, Fischer JL, Coetzee PP (2010) Multi-element analysis of South African wines and their provenance soils by ICP-MS and their classification according to geographical origin using multivariate statistics. S Afr J Enol Vitic 31:143–153

    Google Scholar 

  • Versini G, Monetti A, Reniero F (1997) Monitoring authenticity and regional origin of wines by natural stable isotope ratios analysis. ACS Symp Ser 661(Jlb 14):113–130

    Article  CAS  Google Scholar 

  • Wu Z, Li H, Long J, Xu E, Xu X, Jin Z, Jiao A (2015) Discrimination of Chinese rice wines of different geographical origins by UV–vis spectroscopy and chemometrics. J Inst Brew. doi:10.1002/jib.203

    Google Scholar 

Download references

Acknowledgments

This study has been financed by the Sectoral Operational Programme Human Resources Development 2007–2013 of the Ministry of European Funds through the Financial Agreement POSDRU/159/1.5/S/134398 and with the support of the Romanian Ministry of Education and Research, National Authority for Scientific Research, 19 N/2009 NUCLEU Program, under Project PN 09190206: “Support researches on the application of multi-element and multi-isotopic investigations in establishing origin markers for food traceability”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gabriel Lucian Radu.

Ethics declarations

Funding

Sectoral Operational Programme Human Resources Development 2007–2013 of the Ministry of European Funds through the Financial Agreement POSDRU/159/1.5/S/134398 and with the support of the Romanian Ministry of Education and Research, National Authority for Scientific Research, 19 N/2009 NUCLEU Program, under Project PN 09190206: “Support researches on the application of multi-element and multi-isotopic investigations in establishing origin markers for food traceability”.

Conflict of Interest

Oana Romina Dinca declares that she has no conflict of interest. Roxana Elena Ionete declares that she has no conflict of interest. Diana Costinel declares that she has no conflict of interest. Irina Elisabeta, Geana declares that she has no conflict of interest. Raluca Popescu declares that she has no conflict of interest. Ioan Stefanescu declares that he has no conflict of interest. Gabriel Lucian Radu declares that he has no conflict of interest

Ethical Approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Informed Consent

Not applicable.

Electronic Supplementary Material

Below is the link to the electronic supplementary material.

ESM 1

(DOCX 15 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Dinca, O.R., Ionete, R.E., Costinel, D. et al. Regional and Vintage Discrimination of Romanian Wines Based on Elemental and Isotopic Fingerprinting. Food Anal. Methods 9, 2406–2417 (2016). https://doi.org/10.1007/s12161-016-0404-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12161-016-0404-y

Keywords