Visible and near infrared spectroscopy for rapid detection of citric and tartaric acids in orange juice

Abstract The use of visible and near infrared spectroscopy (Vis/NIRS) was explored as a tool to detect the citric acid and tartaric acid in orange juice. Calibration models were developed from high performance liquid chromatography (HPLC) as a reference method and Vis/NIRS data using partial least squares (PLS) regression with cross-validation. “Fingerprint” was investigated based on PLS loadings and regression coefficients, offering theories for feature recognition and also providing possibilities to develop a simple and rapid device. The correlation coefficients ( r ) and root mean squares error of prediction (RMSEP) in the best model for citric acid was 0.944 and 0.596, and 0.930 and 0.013 for tartaric acid. The results indicate that it is very feasible to detect the quality of orange juice using Vis/NIRS technique. Comparing the parameters with those derived from HPLC determination of the extract obtained from the same samples, the results of Vis/NIRS analysis were not better than those of HPLC analysis with low coefficient of variation below 0.18% and high correlation coefficient over 0.9999. Nevertheless, due to the short consuming time, low cost of monitoring and a guaranteed high sample throughout, Vis/NIRS technique has its potential for the rapid, reliable and nondestructive detection of organic acids in orange juice.

[1]  Y. Ozaki,et al.  Short-wave near-infrared spectroscopy of biological fluids. 1. Quantitative analysis of fat, protein, and lactose in raw milk by partial least-squares regression and band assignment. , 2001, Analytical chemistry.

[2]  Min Huang,et al.  Measurement of soluble solids contents and pH in orange juice using chemometrics and vis-NIRS. , 2006, Journal of agricultural and food chemistry.

[3]  Kazuhiko Tanaka,et al.  Determination of electroinactive organic acids in red wine by ion-exclusion chromatography using a poly-o-phenylenediamine film modified electrode , 2003 .

[4]  N. Berardo,et al.  Application of near-infrared reflectance spectroscopy (NIRS) to the evaluation of carotenoids content in maize. , 2004, Journal of agricultural and food chemistry.

[5]  M. M. Ferreira,et al.  Nondestructive determination of solids and carotenoids in tomato products by near-infrared spectroscopy and multivariate calibration. , 2005, Analytical chemistry.

[6]  L. Xiaoyan,et al.  Pulse injection analysis with chemiluminescence detection: determination of citric acid using tris-(2,2'-bipyridine) ruthenium(II). , 1998, Talanta.

[7]  Yong He,et al.  Pattern recognition of visible and near-infrared spectroscopy from bayberry juice by use of partial least squares and a backpropagation neural network. , 2006, Applied optics.

[8]  G. Saccani,et al.  Use of ion chromatography for the measurement of organic acids in fruit juices , 1995 .

[9]  Donal J. O'Callaghan,et al.  Prediction of maturity and sensory attributes of Cheddar cheese using near-infrared spectroscopy , 2005 .

[10]  Tormod Næs,et al.  A user-friendly guide to multivariate calibration and classification , 2002 .

[11]  P. Ribereau-gayon,et al.  Handbook of Enology , 2001 .

[12]  Satoru Tsuchikawa,et al.  Application of time-of-flight near infrared spectroscopy for detecting sugar and acid contents in apples. , 2004, Journal of agricultural and food chemistry.

[13]  D. Cozzolino,et al.  Prediction of phenolic compounds in red wine fermentations by visible and near infrared spectroscopy , 2004 .

[14]  Penelope Perkins-Veazie,et al.  A Quantitative Assay for Lycopene That Utilizes Reduced Volumes of Organic Solvents , 2002 .

[15]  P. Ribereau-gayon,et al.  The chemistry of wine stabilization and treatments , 2006 .

[16]  Márcio José Coelho Pontes,et al.  Classification of distilled alcoholic beverages and verification of adulteration by near infrared spectrometry , 2006 .

[17]  Trever G. Crowe,et al.  Sensing of Hog Manure Nutrients with Reflectance Spectroscopy , 2001 .

[18]  Yong He,et al.  Theory and application of near infrared reflectance spectroscopy in determination of food quality , 2007 .

[19]  Jerome J. Workman,et al.  Interpretive Spectroscopy for Near Infrared , 1996 .

[20]  D. Breithaupt,et al.  Simultaneous HPLC determination of carotenoids used as food coloring additives: applicability of accelerated solvent extraction , 2004 .

[21]  Hyoung S. Lee HPLC method for separation and determination of nonvolatile organic acids in orange juice , 1993 .

[22]  C. Barbas,et al.  Development and validation of a capillary electrophoresis method for direct measurement of isocitric, citric, tartaric and malic acids as adulteration markers in orange juice. , 2000, Journal of chromatography. A.

[23]  Josse De Baerdemaeker,et al.  Bruise detection on Jonagold apples by visible and near-infrared spectroscopy , 2004 .