Non-destructive measurement of water and fat contents, water dynamics during drying and adulteration detection of intact small yellow croaker by low field NMR

被引:31
作者
Zang, Xiu [1 ,2 ,3 ]
Lin, Zhuyi [1 ,2 ]
Zhang, Tan [1 ,2 ]
Wang, Huihui [1 ,2 ]
Cong, Shuang [1 ,2 ]
Song, Yukun [1 ,2 ]
Li, Yao [1 ,2 ]
Cheng, Shasha [1 ,2 ]
Tan, Mingqian [1 ,2 ]
机构
[1] Sch Food Sci & Technol, Natl Engn Res Ctr Seafood, Dalian 116034, Peoples R China
[2] Minist Educ China, Engn Res Ctr Seafood, Dalian 116034, Peoples R China
[3] Dalian Polytech Univ, Sch Biol Engn, Dalian 116034, Peoples R China
关键词
Low filed NMR; Chemometrics; Small yellow croaker; Water; Fat; NUCLEAR-MAGNETIC-RESONANCE; CHEMOMETRICS; MOISTURE; H-1-NMR; CLASSIFICATION; RELAXOMETRY; REGRESSION; QUALITY; PROTEIN; FISH;
D O I
10.1007/s11694-017-9534-1
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Non-destructive and fast measurement and characterization of fish is highly desired during various processing treatment. In this study, water dynamics during drying process and adulteration with carrageen were detected using low field nuclear magnetic resonance (LF-NMR) technique in small yellow croaker. Prediction models of water and fat contents were established based on LF-NMR Carr-Purcell-Meiboom-Gill (CPMG) data combined with principal component regression (PCR) or partial least squares regression (PLSR). The R-cv (2) of water and fat content by PLSR model was 0.9877 and 0.9054, and the root mean square error (RMSE) of cross-validation was 9.2360 and 3.3730%, respectively. Water dynamics during hot-air drying process showed that the amount of immobile water significantly decreased, and good correlation was found between the moisture ratio and peak area by Two-term model. In addition, the adulterated small yellow croaker with carrageen or distilled water could be clearly distinguished by principal component analysis (PCA) in a fast and non-destructive manner. All the results demonstrated that the LF-NMR may have great potential in fast and non-destructive analysis of small yellow croakers during various processing treatment.
引用
收藏
页码:1550 / 1558
页数:9
相关论文
共 31 条
[1]   Drying characteristics and quality of grape under physical pretreatment [J].
Adiletta, G. ;
Russo, P. ;
Senadeera, W. ;
Di Matteo, M. .
JOURNAL OF FOOD ENGINEERING, 2016, 172 :9-18
[2]   Moisture migration by magnetic resonance imaging during eggplant drying: a preliminary study [J].
Adiletta, Giuseppina ;
Iannone, Gerardo ;
Russo, Paola ;
Patimo, Giovanni ;
De Pasquale, Salvatore ;
Di Matteo, Marisa .
INTERNATIONAL JOURNAL OF FOOD SCIENCE AND TECHNOLOGY, 2014, 49 (12) :2602-2609
[3]   Distribution of water in fresh cod [J].
Andersen, CM ;
Rinnan, Å .
LEBENSMITTEL-WISSENSCHAFT UND-TECHNOLOGIE-FOOD SCIENCE AND TECHNOLOGY, 2002, 35 (08) :687-696
[4]   Rheological parameters determination using Near Infrared technology in whole wheat grain [J].
Arazuri, Silvia ;
Ignacio Arana, J. ;
Arias, Nerea ;
Arregui, Luis M. ;
Gonzalez-Torralba, Jon ;
Jaren, Carmen .
JOURNAL OF FOOD ENGINEERING, 2012, 111 (01) :115-121
[5]   Estimation of gas/liquid and oil/water interface levels in an oil/water/gas separator based on pressure measurements and regression modelling [J].
Arvoh, Benjamin Kaku ;
Skeie, Nils-Olav ;
Haistensen, Maths .
SEPARATION AND PURIFICATION TECHNOLOGY, 2013, 107 :204-210
[6]   Characterization of Novel Composite Alginate Chitosan-Carrageenan Nanoparticles for Encapsulation of BSA as a Model Drug Delivery System [J].
Cheng, Landi ;
Bulmer, Cody ;
Margaritis, Argyrios .
CURRENT DRUG DELIVERY, 2015, 12 (03) :351-357
[7]   Non-destructive estimation of moisture, water activity and NaCl at ham surface during resting and drying using NIR spectroscopy [J].
Collell, Carles ;
Gou, Pere ;
Arnau, Jacint ;
Comaposada, Josep .
FOOD CHEMISTRY, 2011, 129 (02) :601-607
[8]  
Geng ST, 2015, ANAL METHODS-UK, V7, P2413, DOI [10.1039/C4AY03007A, 10.1039/c4ay03007a]
[9]  
Jepsen SM, 1999, J SCI FOOD AGR, V79, P1793, DOI 10.1002/(SICI)1097-0010(199910)79:13<1793::AID-JSFA437>3.3.CO
[10]  
2-J