A 1064 nm Dispersive Raman Spectral Imaging System for Food Safety and Quality Evaluation
Source abstract
Abstract
Raman spectral imaging is an effective method to analyze and evaluate the chemical composition and structure of a sample, and has many applications for food safety and quality research. This study developed a 1064 nm dispersive Raman spectral imaging system for surface and subsurface analysis of food samples. A 1064 nm laser module is used for sample excitation. A bifurcated optical fiber coupled with Raman probe is used to focus excitation laser on the sample and carry scattering signal to the spectrograph. A high throughput volume phase grating disperses the incoming Raman signal. A 512 pixels Indium-Gallium-Arsenide (InGaAs) detector receives the dispersed light signal. A motorized positioning table moves the sample in two-axis directions, accumulating hyperspectral image of the sample by the point-scan method. An interface software was developed in-house for parameterization, data acquisition, and data transfer. The system was spectrally calibrated using naphthalene and polystyrene. It has the Raman shift range of 142 to 1820 cm−1, the spectral resolution of 12 cm−1 at full width half maximum (FWHM). The spatial resolution of the system was evaluated using a standard resolution glass test chart. It has the spatial resolution of 0.1 mm. The application of the system was demonstrated by surface and subsurface detection of metanil yellow contamination in turmeric powder. Results indicate that the 1064 nm dispersive Raman spectral imaging system is a useful tool for food safety and quality evaluation.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Spectroscopy Techniques in Biomedical and Chemical Research · Spectroscopy and Chemometric Analyses · Essential Oils and Antimicrobial Activity
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Environmental Microbial and Food Safety Laboratory, United States Department of Agriculture/Agricultural Research Service, Bldg. 303, Beltsville Agricultural Research Center East, 10300 Baltimore Ave., Beltsville, MD 20705-2350, USA
National R&D Centre for Agro-Processing, China Agricultural University, 17 Qinghua East Road, Beijing 100083, China
References (72)
Show source-provided references
1. Recent development in hyperspectral imaging for assessment of food quality and safety10.3390/s140407248 ↗
2. The theory and application of near infrared reflectance spectroscopy in determination of food quality10.1016/j.tifs.2006.09.003 ↗
3. Recent advances in emerging imaging techniques for non-destructive detection of food quality and safety10.1016/j.trac.2013.09.007 ↗
4. Raman spectroscopy a promising technique for quality assessment of meat and fish: A review10.1016/j.foodchem.2007.10.014 ↗
5. The applications of Raman spectroscopy in food science10.1016/S0924-2244(96)10037-6 ↗
6. Applications of Raman spectroscopy in agricultural products and food analysis: A review10.1080/05704928.2011.593216 ↗
7. Real time monitoring of multiple components in wine fermentation using an on-line auto-calibration Raman spectroscopy10.1016/j.snb.2014.05.109 ↗
8. Monitoring multiple components in vinegar fermentation using Raman spectroscopy10.1016/j.foodchem.2013.06.122 ↗
9. Rapid analysis of sugars in honey by processing Raman spectrum chemometric methods and artificial neural networks10.1016/j.foodchem.2012.09.064 ↗
10. Investigation on clarified fruit juice composition by using visible light micro-Raman spectroscopy10.3390/s7102049 ↗
11. Rapid determination of pork sensory quality using Raman spectroscopy10.1016/j.meatsci.2012.01.017 ↗
12. Early prediction of water-holding capacity in meat by multivariate vibrational spectroscopy10.1016/S0309-1740(02)00251-6 ↗
13. Preliminary investigation on the relationship of Raman spectra of sheep meat with shear force and cooking loss10.1016/j.meatsci.2012.08.019 ↗
14. Prototype instrument development for non-destructive detection of pesticide residue in apple surface using Raman technology10.1016/j.jfoodeng.2013.09.025 ↗
15. Rapid and quantitative assessment of the adulteration of virgin olive oils with hazelnut oils using Raman spectroscopy and chemometrics10.1021/jf034493d ↗
16. Rapid nondestructive screening for melamine in dried milk by Raman spectroscopy10.1007/s11419-009-0072-3 ↗
17. A portable 671 nm Raman sensor system for rapid meat spoilage identification10.1016/j.vibspec.2012.04.002 ↗
18. Identification of meat-associated pathogens via Raman microspectroscopy10.1016/j.fm.2013.08.007 ↗
19. Screening melamine adulterant in milk powder with laser Raman spectrometry10.1016/j.jfca.2009.08.006 ↗
20. Quantitative determination of saturated-, monosaturated- and polysaturated fatty acids in pork adipose tissue with non-destructive Raman spectroscopy10.1016/j.meatsci.2007.02.004 ↗
21. Transmission Raman measurement directly through packed corn kernels to improve sample representation and accuracy of compositional analysis10.1039/c2an35443h ↗
22. Protein and oil composition predictions of single soybeans by transmission Raman spectroscopy10.1021/jf301247w ↗
23. Rapid detection of foodborne microorganisms on food surface using Fourier transform Raman spectroscopy10.1016/S0022-2860(02)00575-6 ↗
24. Feasibility of FT-Raman spectroscopy for rapid screening for DON toxin in ground wheat and barley10.1080/02652030903013310 ↗
25. Potential of Raman spectroscopy and imaging methods for rapid and routine screening of the presence of melamine in animal feed and foods10.1366/000370209787944398 ↗
26. Lu, R. (2016). Raman scattering for food quality and safety assessment. Light Scattering Technology for Food Property, Quality and Safety Assessment, CRC Press.10.1201/b20220 ↗
27. Oil and fat classification by FT-Raman spectroscopy10.1021/jf9707851 ↗
28. Use of dispersive Raman spectrograph in the determination of unsaturated fat in commercial edible oil- and fat-containing industrialized foods10.1080/10739140903430339 ↗
29. Quantitative NIR-Raman analysis of methyl-parathion pesticide microdroplets on aluminum substrates10.1016/j.saa.2003.11.021 ↗
30. Quantitative FT-Raman analysis of two crystal forms of a pharmaceutical compound10.1016/S0731-7085(96)01906-1 ↗
31. Detection of the presence of hazelnut oil in olive oil by FT-Raman and FT-MIR spectroscopy10.1021/jf050595n ↗
32. Dhakal, S., Chao, K., Schmidt, W., Qin, J., Kim, M., and Chan, D. (2016). Evaluation of turmeric powder adulterated with metanil yellow using FT-Raman and FT-IR spectroscopy. Foods, 5.10.3390/foods5020036 ↗
33. Discriminant analysis of edible oils and fats by FTIR, FT-NIR and FT-Raman spectroscopy10.1016/j.foodchem.2004.08.039 ↗
34. Surface enhanced Raman spectroscopy (SERS) and multivariate analysis as a screening tool for detecting Sudan I dye in culinary spices10.1016/j.saa.2011.11.027 ↗
35. Fourier transformer infrared spectroscopy for quality assurance of tomato products
36. Subsurface probing in diffusely scattering media using spatially offset Raman spectroscopy10.1366/0003702053641450 ↗
37. Raman chemical imaging system for food safety and quality inspection10.13031/2013.35796 ↗
38. Dhakal, S., Chao, K., Qin, J., Kim, M., Peng, Y., and Chan, D. (2017). Identification and evaluation of composition in food powder using point-scan Raman spectral imaging. Appl. Sci., 7.10.3390/app7010001 ↗
39. Raman spectral imaging for quantitative contaminants evaluation in skim milk powder10.1007/s11694-016-9316-1 ↗
40. Parameter selection for Raman spectroscopy-based detection of chemical contaminants in food powders10.13031/trans.59.11476 ↗
41. Simultaneous detection of multiple adulterants in dry milk using macro-scale Raman chemical imaging10.1016/j.foodchem.2012.10.115 ↗
42. Development of a Raman chemical imaging detection method for authenticating skim milk powder10.1007/s11694-014-9172-9 ↗
43. Non-destructive NIR-FT-Raman spectroscopy of plant and animal tissues, of food and works of art10.1016/S0039-9140(00)00385-4 ↗
44. Authentication of extra virgin olive oils by fourier-transform infrared spectroscopy10.1016/j.foodchem.2009.04.092 ↗
45. Chemical Discrimination of Arabica and Robusta coffees by fourier transform Raman spectroscopy10.1021/jf0478657 ↗
46. ASTM Standards (2007). E1840-96: Standard Guide for Raman Shift Standards for Spectrometer Calibration, ASTM.
47. Biological properties of curcumin-cellular and molecular mechanisms of action10.1080/10408690490424702 ↗
48. Chemopreventive and therapeutic effects of curcumin10.1016/j.canlet.2004.09.041 ↗
49. Anti-tumor and antioxidant activity of natural curcuminoids10.1016/0304-3835(95)03827-J ↗
50. Enhancement of wound healing by curcumin in animals10.1046/j.1524-475X.1998.60211.x ↗
51. Improved HPLC Method for the Determination of Curcumin, Demethoxycurcumin, and Bisdemethoxycurcumin10.1021/jf025506a ↗
52. Velagudhan, K.C., Muralidharan, V.K., Amalraj, V.A., Gautam, P.L., Mandal, S., and Kumar, D. (1999). Curcuma Genetic Resources, National Bureau of Plant Genetic Resources, ICAR, Regional Station.
53. Zur Kenntnis des Curcumins10.1002/cber.191004302168 ↗
54. Curcumin content of turmeric and curry powders
55. Growth, yield and quality of turmeric (Curcuma long L.) cultivated on dark-red soil, gray soil and red soil in Okinawa, Japan10.1626/pps.8.482 ↗
56. Genetics resources of Curcuma: Diversity, characterization and utilization10.1079/PGR200574 ↗
57. Effects of application of N, P and K alone or in combination on growth, yield and curcumin content of turmeric (Curcumin long L.)10.1626/pps.10.151 ↗
58. Turmeric-chemistry, technology, and quality10.1080/10408398009527278 ↗
59. Curcumin, a golden spice with a low bioavailability10.1016/j.hermed.2015.03.001 ↗
60. PCR based detection of adulteration in the market samples of turmeric powder10.1081/FBT-200035022 ↗
61. In vitro studies on the biotransformation of metanil yellow10.1016/0013-9351(82)90069-X ↗
62. Effects of chronic consumption of metanil yellow by developing and adult rats on brain regional levels of noradrenaline, dopamine and serotonin, on acetylcholine esterase activity and on operant conditioning10.1016/0278-6915(93)90177-Z ↗
63. Enhancing effect of malachite green on the development of hepatic preneoplastic lesion induced by N-nitrosodiethylamine in rats10.1093/carcin/12.5.839 ↗
64. Tumor promotion by metanil yellow and malachite green during rat hepatocarcinogenesis is associated with dysregulated expression of cell cycle regulatory proteins10.1002/tcm.10056 ↗
65. Metanil yellow and gastric mucin
66. Haematological changes induced by feeding a common food color, metanil yellow in Albino mice10.1016/0378-4274(83)90017-6 ↗
67. Surface-enhanced Raman spectroscopy to probe reversible photoswitchable azobenzene in controlled nanoscale environments10.1021/nl2019195 ↗
68. Raman excitation profile of diphenylamine10.1016/S0301-0104(01)00571-7 ↗
69. Configuration-sensitive infrared bands and vibrational assignments of S-alkyldithizones based on isotopic substitutions10.1016/0584-8539(88)80191-0 ↗
70. Chao, K., Dhakal, S., Qin, J., Peng, Y., Schmidt, W., Kim, M., and Chan, D. (2017). A spatially offset Raman spectroscopy method for non-destructive detection of gelatin-encapsulated powders. Sensors, 17.10.3390/s17030618 ↗
71. Subsurface probing if calcification with spatially offset Raman spectroscopy (SORS): Future possibilities for the diagnosis of breast cancer10.1039/b705029a ↗
72. Nondestructive evaluation of internal maturity of tomatoes using spatially offset Raman spectroscopy