Terahertz spectroscopy technology as an innovative technique for food: Current state-of-the-Art research advances

With the dramatic development of source and detector components, terahertz (THz) spectroscopy technology has recently shown a renaissance in various fields such as medical, material, biosensing and pharmaceutical industry. As a rapid and noninvasive technology, it has been extensively exploited to evaluate food quality and ensure food safety. In this review, the principles and processes of THz spectroscopy are first discussed. The current state-of-the-art applications of THz and imaging technologies focused on foodstuffs are then discussed. The advantages and challenges are also covered. This review offers detailed information for recent efforts dedicated to THz for monitoring the quality and safety of various food commodities and the feasibility of its widespread application. THz technology, as an emerging and unique method, is potentially applied for detecting food processing and maintaining quality and safety.

[1]  Chao‐Hui Feng,et al.  Immersion Vacuum‐Cooling as a Novel Technique for Cooling Meat Products: Research Advances and Current State‐of‐the Art , 2015 .

[2]  Zhuoyong Zhang,et al.  Quantitative measurements of binary amino acids mixtures in yellow foxtail millet by terahertz time domain spectroscopy. , 2016, Food chemistry.

[3]  Michael Watkinson,et al.  Terahertz spectroscopy: a powerful new tool for the chemical sciences? , 2012, Chemical Society reviews.

[4]  Shanhong Xia,et al.  Discrimination of moldy wheat using terahertz imaging combined with multivariate classification , 2015 .

[5]  Maya R. Gupta,et al.  Recent advances in terahertz imaging , 1999 .

[6]  C. Otani,et al.  Terahertz imaging diagnostics of the cancer tissues with chemometrics technique , 2007, 2006 Joint 31st International Conference on Infrared Millimeter Waves and 14th International Conference on Teraherz Electronics.

[7]  Hui Zhang,et al.  Study on a tunable narrow-band filter based on magnetic defects in photonic crystal in the terahertz region , 2015 .

[8]  M. Tani,et al.  A direct comparison between terahertz time-domain spectroscopy and far-infrared Fourier transform spectroscopy , 2001 .

[9]  R. Yu,et al.  Rapid identification and quantification of cheaper vegetable oil adulteration in camellia oil by using excitation-emission matrix fluorescence spectroscopy combined with chemometrics. , 2019, Food chemistry.

[10]  W. Shen,et al.  Carrier transport and optical properties in GaAs far-infrared/terahertz mirror structures , 2006 .

[11]  Da‐Wen Sun,et al.  Modelling the growth parameters of lactic acid bacteria and total viable count in vacuum-packaged Irish cooked sausages cooled by different methods , 2014 .

[12]  Yibin Ying,et al.  The Detection of Agricultural Products and Food Using Terahertz Spectroscopy: A Review , 2013 .

[13]  I. Sotome,et al.  Improvements of drying rate and structural quality of microwave-vacuum dried carrot by freeze-thaw pretreatment , 2019, LWT.

[14]  Lionel Canioni,et al.  Review in terahertz spectral analysis , 2013 .

[16]  Chao‐Hui Feng,et al.  Esterification of Free Fatty Acids with Glycerol within the Biodiesel Production Framework , 2019, Processes.

[17]  A. Bosserhoff,et al.  Label-Free Probing of the Binding State of DNA by Time-Domain Terahertz Sensing , 2000 .

[18]  Masayoshi Tonouchi,et al.  Cutting-edge terahertz technology , 2007 .

[19]  Hyang Sook Chun,et al.  Detection of foreign bodies in foods using continuous wave terahertz imaging. , 2012, Journal of food protection.

[20]  R. Raskar,et al.  Terahertz scattering and water absorption for porosimetry. , 2017, Optics express.

[21]  E. Heilweil,et al.  Pulsed terahertz spectroscopy of DNA, bovine serum albumin and collagen between 0.1 and 2.0 THz , 2000 .

[22]  Da-Wen Sun,et al.  Effects of high pressure freezing (HPF) on denaturation of natural actomyosin extracted from prawn (Metapenaeus ensis). , 2017, Food chemistry.

[23]  Colm P. O'Donnell,et al.  Terahertz time domain spectroscopy and imaging: Emerging techniques for food process monitoring and quality control , 2012 .

[24]  Masatsugu Yamashita,et al.  Terahertz radiation imaging of supercurrent distribution in vortex-penetrated YBa2Cu3O7−δ thin film strips , 2000 .

[25]  Chao‐Hui Feng,et al.  Evaluation of storage time and temperature on physicochemical properties of immersion vacuum cooled sausages stuffed in the innovative casings modified by surfactants and lactic acid , 2019, Journal of Food Engineering.

[26]  M Pepper,et al.  Using Terahertz pulse spectroscopy to study the crystalline structure of a drug: a case study of the polymorphs of ranitidine hydrochloride. , 2003, Journal of Pharmacy and Science.

[27]  C. Otani,et al.  Expression of various polarization effects by using Spirulina-templated metal μcoils at the terahertz frequency region , 2019, Japanese Journal of Applied Physics.

[28]  Chao‐Hui Feng,et al.  Evaluation of physicochemical properties and microbial attributes of cooked sausages stuffed in casing modified by surfactants and lactic acid after immersion vacuum cooling and long‐term storage , 2016 .

[29]  Naoshi Kondo,et al.  Characterization of Pesticide Residue, cis-Permethrin by Terahertz Spectroscopy , 2011 .

[30]  Iwao Hosako,et al.  State-of-the-Art Database of Terahertz Spectroscopy Based on Modern Web Technology , 2014, IEEE Transactions on Terahertz Science and Technology.

[31]  A. Koyanagi,et al.  Is chocolate consumption associated with health outcomes? An umbrella review of systematic reviews and meta-analyses. , 2019, Clinical nutrition.

[32]  Cyril C. Renaud,et al.  The 2017 terahertz science and technology roadmap , 2017, Journal of Physics D: Applied Physics.

[33]  Vincent P Wallace,et al.  Three-dimensional imaging of optically opaque materials using nonionizing terahertz radiation. , 2008, Journal of the Optical Society of America. A, Optics, image science, and vision.

[34]  Changqing Tian,et al.  An overview of current status of cold chain in China , 2018 .

[35]  Masatsugu Yamashita,et al.  Laser terahertz-emission microscope for inspecting electrical faults in integrated circuits. , 2003 .

[36]  Da-Wen Sun,et al.  Emerging non-destructive terahertz spectroscopic imaging technique: Principle and applications in the agri-food industry , 2017 .

[37]  Koichiro Tanaka,et al.  Characterizing hydration state in solution using terahertz time-domain attenuated total reflection spectroscopy , 2008 .

[38]  M. Koch,et al.  Omnidirectional terahertz mirrors: A key element for future terahertz communication systems , 2006 .

[39]  Yuan-Yuan Pu,et al.  Vis-NIR hyperspectral imaging in visualizing moisture distribution of mango slices during microwave-vacuum drying. , 2015, Food chemistry.

[40]  H. Janssen,et al.  Synchronous fluorescence spectroscopy combined with chemometrics for rapid assessment of cold-pressed grape seed oil adulteration: Qualitative and quantitative study. , 2019, Talanta.

[41]  Hua Zhong,et al.  Terahertz Spectroscopy and Imaging for Defense and Security Applications , 2007, Proceedings of the IEEE.

[42]  Y. Makino,et al.  Simultaneous assessment of various quality attributes and shelf life of packaged bratwurst using hyperspectral imaging. , 2018, Meat science.

[43]  Yoshio Makino,et al.  Real-time prediction of pre-cooked Japanese sausage color with different storage days using hyperspectral imaging. , 2018, Journal of the science of food and agriculture.

[44]  B. Bousquet,et al.  Review of Terahertz Tomography Techniques , 2014 .

[45]  Yoshio Makino,et al.  Hyperspectral imaging for real-time monitoring of water holding capacity in red meat , 2016 .

[46]  Gyeongsik Ok,et al.  Foreign-body detection in dry food using continuous sub-terahertz wave imaging , 2014 .

[47]  Gyeongsik Ok,et al.  Large-scan-area sub-terahertz imaging system for nondestructive food quality inspection , 2019, Food Control.

[48]  G Carpintero,et al.  Photonic-based integrated sources and antenna arrays for broadband wireless links in terahertz communications , 2019, Semiconductor Science and Technology.

[49]  Yaochun Shen,et al.  Terahertz pulsed spectroscopy and imaging for pharmaceutical applications: a review. , 2011, International journal of pharmaceutics.

[50]  Zongshan Zhao,et al.  Rapid qualitative and quantitative analysis of chlortetracycline hydrochloride and tetracycline hydrochloride in environmental samples based on terahertz frequency-domain spectroscopy. , 2018, Talanta.

[51]  M. Koch,et al.  Terahertz spectroscopy and imaging – Modern techniques and applications , 2011 .

[52]  Gyeongsik Ok,et al.  140-GHz subwavelength transmission imaging for foreign body inspection in food products , 2018 .

[53]  Lei Zheng,et al.  Discrimination of transgenic soybean seeds by terahertz spectroscopy , 2016, Scientific Reports.

[54]  Philipp Hillger,et al.  Terahertz Imaging and Sensing Applications With Silicon-Based Technologies , 2019, IEEE Transactions on Terahertz Science and Technology.

[55]  Shota Yamazaki,et al.  Actin polymerization is activated by terahertz irradiation , 2018, Scientific Reports.

[56]  Gyeongsik Ok,et al.  Qualitative identification of food materials by complex refractive index mapping in the terahertz range. , 2018, Food chemistry.

[57]  S. Oshita,et al.  Online monitoring of red meat color using hyperspectral imaging. , 2016, Meat science.

[58]  Wei Liu,et al.  Rapid determination of aflatoxin B1 concentration in soybean oil using terahertz spectroscopy with chemometric methods. , 2019, Food chemistry.

[59]  Jianjun Liu,et al.  Recognition of genetically modified product based on affinity propagation clustering and terahertz spectroscopy. , 2018, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[60]  Changhong Liu,et al.  Discrimination of geographical origin of extra virgin olive oils using terahertz spectroscopy combined with chemometrics. , 2018, Food chemistry.

[61]  N. Kondo,et al.  Quantification of starch content in germinating mung bean seedlings by terahertz spectroscopy. , 2019, Food chemistry.

[62]  Kun Zhao,et al.  A spectral-mathematical strategy for the identification of edible and swill-cooked dirty oils using terahertz spectroscopy , 2016 .

[63]  Olga Monago-Maraña,et al.  Determination of pungency in spicy food by means of excitation-emission fluorescence coupled with second-order chemometric calibration , 2018 .

[64]  R. Latif Chocolate/cocoa and human health: a review. , 2013, The Netherlands journal of medicine.

[65]  Y. Zhang,et al.  Detection of foreign bodies in grain with terahertz reflection imaging , 2019, Optik.

[66]  S. Oshita,et al.  Rapid detection of Escherichia coli contamination in packaged fresh spinach using hyperspectral imaging. , 2011, Talanta.

[67]  Iwao Hosako,et al.  Terahertz spectroscopy for art conservation , 2007, IEICE Electron. Express.

[68]  Kodo Kawase,et al.  Terahertz Imaging For Drug Detection And Large-Scale Integrated Circuit Inspection , 2004 .

[69]  Hyang Sook Chun,et al.  Detection of melamine in foods using terahertz time-domain spectroscopy. , 2014, Journal of agricultural and food chemistry.

[70]  Binyi Qin,et al.  Quantitative determination of Auramine O by terahertz spectroscopy with 2DCOS-PLSR model. , 2017, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[71]  Ian F. Akyildiz,et al.  A Novel Communication Paradigm for High Capacity and Security via Programmable Indoor Wireless Environments in Next Generation Wireless Systems , 2018, Ad Hoc Networks.

[72]  N. Kondo,et al.  Prediction of L-Ascorbic Acid using FTIR-ATR Terahertz Spectroscopy Combined with Interval Partial Least Squares (iPLS) Regression* , 2013 .

[73]  Zhen-Jiang Gao,et al.  Thin-layer air impingement drying enhances drying rate of American ginseng (Panax quinquefolium L.) slices with quality attributes considered , 2015 .

[74]  Yibin Ying,et al.  Feasibility of terahertz time-domain spectroscopy to detect tetracyclines hydrochloride in infant milk powder. , 2014, Analytical chemistry.

[75]  Jianjun Liu Terahertz spectroscopy and chemometric tools for rapid identification of adulterated dairy product , 2016 .

[76]  Yuan Zhang,et al.  Identification of wheat quality using THz spectrum. , 2014, Optics express.

[77]  Qing‐An Zhang,et al.  Determination of the Acidity of Waste Cooking Oils by Near Infrared Spectroscopy , 2019, Processes.

[78]  Yuan Zhang,et al.  Characterization of Wheat Varieties Using Terahertz Time-Domain Spectroscopy , 2015, Sensors.

[79]  Zhi Li,et al.  Identification of genetically modified cotton seeds by terahertz spectroscopy with MPGA-SVM , 2017 .

[80]  P. K. Nema,et al.  Pulsed vacuum drying enhances drying kinetics and quality of lemon slices , 2018 .

[81]  Shiping Zhu,et al.  Application of terahertz spectrum and interval partial least squares method in the identification of genetically modified soybeans. , 2020, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[82]  Wei Liu,et al.  Application of terahertz spectroscopy imaging for discrimination of transgenic rice seeds with chemometrics. , 2016, Food chemistry.

[83]  Gyeongsik Ok,et al.  High-performance sub-terahertz transmission imaging system for food inspection. , 2015, Biomedical optics express.

[84]  Yan Zhang,et al.  A method to monitor the oil pollution in water with reflective pulsed terahertz tomography , 2012 .

[85]  Shenghua Ye,et al.  Far-infrared signature of animal tissues characterized by terahertz time-domain spectroscopy , 2006 .

[86]  Jun-Hu Cheng,et al.  Rapid and non-invasive detection of fish microbial spoilage by visible and near infrared hyperspectral imaging and multivariate analysis , 2015 .

[87]  Lanlan Fan,et al.  A novel ADPSO-SVM combined with terahertz spectroscopy for recognition of transgenic organisms , 2016 .

[88]  Yoshio Makino,et al.  Hyperspectral imaging and multispectral imaging as the novel techniques for detecting defects in raw and processed meat products: Current state-of-the-art research advances , 2018 .

[89]  Zhihang Zhang,et al.  Evaluation of innovative immersion vacuum cooling with different pressure reduction rates and agitation for cooked sausages stuffed in natural or artificial casing , 2014 .

[90]  Ali Topcu,et al.  Raman spectroscopy coupled with chemometric methods for the discrimination of foreign fats and oils in cream and yogurt , 2018, Journal of food and drug analysis.

[91]  Seung-Chul Yoon,et al.  Integration of spectral and textural features of visible and near-infrared hyperspectral imaging for differentiating between normal and white striping broiler breast meat. , 2019, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[92]  A. Zewail,et al.  Biological water: femtosecond dynamics of macromolecular hydration , 2002 .

[93]  Yoshio Makino,et al.  Parsimonious model development for real-time monitoring of moisture in red meat using hyperspectral imaging. , 2016, Food chemistry.

[94]  Naoshi Kondo,et al.  A Quantitative Study for Determination of Glucose Concentration Using Attenuated Total Reflectance Terahertz (ATR-THz) Spectroscopy* , 2012 .

[95]  Gintaras Valušis,et al.  Non-destructive inspection of food and technical oils by terahertz spectroscopy , 2018, Scientific Reports.

[96]  Li Jiusheng,et al.  Optical Parameters of Vegetable Oil Studied by Terahertz Time-Domain Spectroscopy , 2010, Applied spectroscopy.

[97]  J. J. Wilkinson,et al.  Autoxidation of Branched Alkanes in the Liquid Phase , 2011 .

[98]  Katsuhiro Ajito,et al.  Terahertz Spectroscopy for Pharmaceutical and Biomedical Applications , 2015, IEEE Transactions on Terahertz Science and Technology.

[99]  Yuhong Xiang,et al.  Application of terahertz time-domain spectroscopy combined with chemometrics to quantitative analysis of imidacloprid in rice samples , 2015 .

[100]  Zefeng Lao,et al.  Using terahertz spectroscopy to identify transgenic cottonseed oil according to physicochemical quality parameters , 2017 .

[101]  Fangrong Hu,et al.  Discrimination of genetically modified sugar beets based on terahertz spectroscopy. , 2016, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[102]  Ke Yang,et al.  Biomedical Applications of Terahertz Spectroscopy and Imaging. , 2016, Trends in biotechnology.

[103]  M. Nuss,et al.  Imaging with terahertz waves. , 1995, Optics letters.

[104]  Laurent Dussopt,et al.  Broadband terahertz imaging with highly sensitive silicon CMOS detectors. , 2011, Optics express.

[105]  D. Grischkowsky,et al.  Far-infrared terahertz time-domain spectroscopy of flames. , 1995, Optics letters.

[106]  Continuously Frequency-Tuneable Plasmonic Structures for Terahertz Bio-sensing and Spectroscopy , 2019, Scientific Reports.

[107]  Chiko Otani,et al.  Terahertz pulsed imaging of frozen biological tissues , 2009, 2009 34th International Conference on Infrared, Millimeter, and Terahertz Waves.

[108]  Chao‐Hui Feng,et al.  Optimisation of immersion vacuum cooling operation and quality of Irish cooked sausages by using response surface methodology , 2014 .

[109]  A. Rogalski,et al.  Terahertz detectors and focal plane arrays , 2011 .

[110]  Martin Koch,et al.  Terahertz Technology:A Land to Be Discovered , 2007 .

[111]  Masaya Nagai,et al.  Origin of the fast relaxation component of water and heavy water revealed by terahertz time-domain attenuated total reflection spectroscopy , 2008 .

[112]  Hideki Hirori,et al.  Attenuated Total Reflection Spectroscopy in Time Domain Using Terahertz Coherent Pulses , 2004 .

[113]  J. F. Martín Optical path length and wavelength selection using Vis/NIR spectroscopy for olive oil's free acidity determination , 2015 .

[114]  M. Koch,et al.  Detection of foreign bodies in chocolate with pulsed terahertz spectroscopy , 2008 .

[115]  Chen Xueping,et al.  The medical application of terahertz technology in non-invasive detection of cells and tissues: opportunities and challenges , 2019, RSC advances.

[116]  Lijuan Xie,et al.  Rapid analysis of tetracycline hydrochloride solution by attenuated total reflection terahertz time-domain spectroscopy. , 2017, Food chemistry.

[117]  Yibin Ying,et al.  Terahertz spectroscopic imaging with discriminant analysis for detecting foreign materials among sausages , 2019, Food Control.

[118]  Jing Chen,et al.  Chemical image moments and their applications , 2018, TrAC Trends in Analytical Chemistry.

[119]  Yibin Ying,et al.  Terahertz sensing of chlorpyrifos-methyl using metamaterials. , 2017, Food chemistry.

[120]  Dennis G. Watson,et al.  Using Terahertz Time-Domain Spectroscopy to Discriminate among Water Contamination Levels in Diesel Engine Oil , 2016 .

[121]  Da‐Wen Sun,et al.  Effects of processing parameters on immersion vacuum cooling time and physico-chemical properties of pork hams. , 2013, Meat science.

[122]  Weiwei Cheng,et al.  Development of simplified models for nondestructive hyperspectral imaging monitoring of TVB-N contents in cured meat during drying process , 2017 .

[123]  Chao‐Hui Feng,et al.  Estimation of adenosine triphosphate content in ready-to-eat sausages with different storage days, using hyperspectral imaging coupled with R statistics. , 2018, Food chemistry.

[124]  F. Hu,et al.  Four resonators based high sensitive terahertz metamaterial biosensor used for measuring concentration of protein , 2019, Journal of Physics D: Applied Physics.

[125]  Shoufeng Tang,et al.  The application of terahertz spectroscopy to liquid petrochemicals detection: A review , 2016 .

[126]  A. Markelz,et al.  Protein dynamical transition in terahertz dielectric response , 2007, 0705.2049.

[127]  I. Sotome,et al.  Blanching of potato with superheated steam and hot water spray. , 2009 .

[128]  S. Hunsche,et al.  THz-imaging: a new method for density mapping of wood , 1998, Wood Science and Technology.

[129]  Jun-Hu Cheng,et al.  Pork biogenic amine index (BAI) determination based on chemometric analysis of hyperspectral imaging data , 2016 .

[130]  N. Nagai,et al.  Abnormal dispersion of polymer films in the THz frequency region , 2004 .

[131]  Masaya Nagai,et al.  The intermolecular stretching vibration mode in water isotopes investigated with broadband terahertz time-domain spectroscopy , 2009 .

[132]  Zhuoyong Zhang,et al.  Quantitative analysis of ternary isomer mixtures of saccharide by terahertz time domain spectroscopy combined with chemometrics , 2019, Vibrational Spectroscopy.

[133]  Magda El-Shenawee,et al.  Terahertz transmission vs reflection imaging and model-based characterization for excised breast carcinomas. , 2016, Biomedical optics express.

[134]  Yoshimasa Hama,et al.  Relation between dielectric and low-frequency Raman spectra of hydrogen-bond liquids. , 2005, Physical review letters.

[135]  Chao‐Hui Feng,et al.  Hyperspectral Imaging in Tandem with R Statistics and Image Processing for Detection and Visualization of pH in Japanese Big Sausages Under Different Storage Conditions. , 2018, Journal of food science.

[136]  Da‐Wen Sun,et al.  Evaluation of natural hog casings modified by surfactant solutions combined with lactic acid by response surface methodology , 2014 .

[137]  E. Callus,et al.  Psychological Drivers of Chocolate Consumption , 2012 .

[138]  Chao‐Hui Feng,et al.  Physical Properties and Volatile Composition Changes of Cooked Sausages Stuffed in a New Casing Formulation Based in Surfactants and Lactic Acid During Long-Term Storage. , 2017, Journal of food science.

[139]  Koichiro Tanaka,et al.  Terahertz time-domain attenuated total reflection spectroscopy in water and biological solution , 2007 .

[140]  Thomas Tongue,et al.  Review of Terahertz Technology Readiness Assessment and Applications , 2013 .

[141]  A. Scholey,et al.  Effects of chocolate on cognitive function and mood: a systematic review. , 2013, Nutrition reviews.

[142]  Shoufeng Tang,et al.  Identification of edible oils using terahertz spectroscopy combined with genetic algorithm and partial least squares discriminant analysis , 2016 .

[143]  C. Otani,et al.  Terahertz-wave sources and imaging applications , 2006 .

[144]  C. Otani,et al.  Terahertz imaging with a direct detector based on superconducting tunnel junctions , 2006 .

[145]  Zeren Li,et al.  Dual-prism based terahertz time-domain attenuated total reflection spectroscopy and its application to characterise the hydration state of L-threonine in solution , 2019, Optics Communications.

[146]  Karen M. Nunes,et al.  Raman spectroscopy and discriminant analysis applied to the detection of frauds in bovine meat by the addition of salts and carrageenan , 2019, Microchemical Journal.

[147]  N. Kondo,et al.  Hydrogen Bond Network of Water around Protein Investigated with Terahertz and Infrared Spectroscopy. , 2016, Biophysical journal.

[148]  Lili Mao,et al.  Application of terahertz spectroscopy and chemometrics for discrimination of transgenic camellia oil. , 2019, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[149]  M. J. Fitch,et al.  Terahertz spectroscopy techniques for explosives detection , 2009, Analytical and bioanalytical chemistry.

[150]  K. Kawase,et al.  Non-destructive terahertz imaging of illicit drugs using spectral fingerprints. , 2003, Optics express.

[151]  Da‐Wen Sun,et al.  Effects of different cooling methods on shelf-life of cooked jumbo plain sausages , 2013 .

[152]  Q. Abbasi,et al.  State-of-the-art in terahertz sensing for food and water security – A comprehensive review , 2019, Trends in Food Science & Technology.

[153]  Clara Sousa,et al.  A review on the application of vibrational spectroscopy to the chemistry of nuts. , 2019, Food chemistry.

[154]  Albert Redo-Sanchez,et al.  Assessment of terahertz spectroscopy to detect antibiotic residues in food and feed matrices. , 2011, The Analyst.

[155]  I-Chen Ho,et al.  Design and performance of reflective terahertz air-biased-coherent-detection for time-domain spectroscopy. , 2010, Optics express.

[156]  J. F. García-Martín,et al.  Cetane number prediction of waste cooking oil-derived biodiesel prior to transesterification reaction using near infrared spectroscopy , 2019, Fuel.

[157]  B. Rubinsky,et al.  Preservation of sweet cherry by isochoric (constant volume) freezing , 2019, Innovative Food Science & Emerging Technologies.

[158]  Aderval S. Luna,et al.  Chemometric methods for classification of clonal varieties of green coffee using Raman spectroscopy and direct sample analysis , 2019, Journal of Food Composition and Analysis.

[159]  B. Fischer,et al.  Noncovalent intermolecular forces in polycrystalline and amorphous saccharides in the far infrared , 2003 .

[160]  Yibin Ying,et al.  Determination of tetracycline hydrochloride by terahertz spectroscopy with PLSR model. , 2015, Food chemistry.

[161]  Suman Mukherjee,et al.  Application of terahertz Gouy phase shift from curved surfaces for estimation of crop yield. , 2009, Applied optics.

[162]  Brian P. Meier,et al.  The sweet life: The effect of mindful chocolate consumption on mood , 2017, Appetite.

[163]  Scattering reduction of perfectly electric conductive cylinder by coating plasma and metamaterial , 2018 .

[164]  Michael Ngadi,et al.  Assessment of intramuscular fat content of pork using NIR hyperspectral images of rib end , 2017 .

[165]  Chao‐Hui Feng,et al.  Evaluation of modified casings and chitosan‐PVA packaging on the physicochemical properties of cooked Sichuan sausages during long‐term storage , 2017 .