Pasting properties by near-infrared reflectance analysis of whole grain paddy rice samples

被引:15
作者
Siriphollakul, Pornarree [1 ,3 ]
Kanlayanarat, Sirichai [1 ]
Rittiron, Ronnarit [2 ]
Wanitchang, Jaitip [3 ]
Suwonsichon, Thongchai [4 ]
Boonyaritthongchai, Panida [1 ]
Nakano, Kazuhiro [5 ]
机构
[1] KingMongkuts Univ Technol, Div Postharvest Technol, Bangkok 10140, Thailand
[2] Kamphaengsaen Kasetsart Univ, Fac Engn, Dept Food Engn, Nakhon Pathom, Thailand
[3] Rajamungala Univ Technol, Div Agr Engn & Technol, Sriracha, Chonburi, Thailand
[4] Kasetsart Univ, Dept Prod Dev, Chatuchak Bangkok, Thailand
[5] Niigata Univ, Grad Sch Sci & Technol, Nishi Ku, Niigata 9502181, Japan
关键词
Pasting properties; near-infrared spectroscopy; paddy rice; SPECTROSCOPY;
D O I
10.1142/S1793545815500352
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A rapid predictive method based on near-infrared reflectance spectroscopy (NIRS) of paddy rice was developed to measure the pasting properties of rice. The paddy rice samples were scanned by a near-infrared reflectance spectrometer in the wavelength region of 1400-2400 nm and preprocessed by mathematical pretreatments prior to pasting properties analysis using a rapid visco-analyzer (RVA). The results indicated that the developed models of setback (SB), peak viscosity (PV), breakdown (BD) and consistency (CS) provided good prediction results with relatively high correlation coefficients (0.81-0.96). In addition, the validity of the calibration models was statistically tested. Standard error of prediction (SEP) and bias were small enough without any significance at 95% confidence interval. Nonetheless, this study proved that the use of NIRS for predicting pasting properties was feasible in paddy rice and could be applied in commercial trade and research.
引用
收藏
页数:8
相关论文
共 50 条
[31]   Near-infrared analysis of whole kernel barley: Comparison of three spectrometers [J].
Sohn, Miryeong ;
Himmelsbach, David S. ;
Barton, Franklin E., II ;
Griffey, Carl A. ;
Brooks, Wynse ;
Hicks, Kevin B. .
APPLIED SPECTROSCOPY, 2008, 62 (04) :427-432
[32]   Discrimination of lipid-rich atheromas through whole blood using near-infrared reflectance spectroscopy [J].
Zuluaga, AF ;
Marshik, B ;
Tan, HW ;
Tang, J ;
Lindquist, A .
DIAGNOSTIC OPTICAL SPECTROSCOPY IN BIOMEDICINE II, 2003, 5141 :260-265
[33]   Rapid analysis of transgenic rice straw using near-infrared spectroscopy [J].
Hattori, Takefumi ;
Murakami, Shinya ;
Mukai, Mai ;
Yamada, Tatsuhiko ;
Hirochika, Hirohiko ;
Ike, Masakazu ;
Tokuyasu, Ken ;
Suzuki, Shiro ;
Sakamoto, Masahiro ;
Umezawa, Toshiaki .
PLANT BIOTECHNOLOGY, 2012, 29 (04) :359-366
[34]   Delaunay Triangulation Method for Analysis of Near-Infrared Spectra of Plant Samples [J].
Li, Yankun .
2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
[35]   Near-infrared reflectance calibrations for determining sucrose content in soybean breeding using artificial reference samples [J].
Sato, Takashi ;
Zahlner, Viola ;
Berghofer, Emmerich ;
Losak, Tomas ;
Vollmann, Johann .
PLANT BREEDING, 2012, 131 (04) :531-534
[36]   Near-Infrared Reflectance Models for the Rapid Prediction of Quality of Brewing Raw Materials [J].
Marte, Luisa ;
Belloni, Paolo ;
Genorini, Emiliano ;
Sileoni, Valeria ;
Perretti, Giuseppe ;
Montanari, Luigi ;
Marconi, Ombretta .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2009, 57 (02) :326-333
[37]   Determination of thermal and retrogradation properties of rice starch using near-infrared spectroscopy [J].
Bao, Jinsong ;
Shen, Yun ;
Jin, Llang .
JOURNAL OF CEREAL SCIENCE, 2007, 46 (01) :75-81
[38]   Assessment of a soil fertility index using visible and near-infrared spectroscopy in the rice paddy region of southern China [J].
Yang, Meihua ;
Mouazen, Abdul ;
Zhao, Xiaomin ;
Guo, Xi .
EUROPEAN JOURNAL OF SOIL SCIENCE, 2020, 71 (04) :615-626
[39]   Rapid analysis of diesel fuel properties by near infrared reflectance spectra [J].
Feng, Fei ;
Wu, Qiongshui ;
Zeng, Libo .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2015, 149 :271-278
[40]   Additive patterns in near-infrared diffuse reflectance spectra: Implications for product formulation and analysis [J].
Zhao, Le ;
Liang, Youyan ;
Zhang, Nuohan ;
Chang, Yanbin ;
Fan, Meijuan ;
Wang, Cong ;
Li, Beibei ;
Wang, Hongbo ;
Liu, Yu ;
Yu, Hongxiao ;
Yang, Song ;
Xie, Fuwei ;
Nie, Cong ;
Guo, Junwei .
FOOD CONTROL, 2024, 165