In situ detection of fruit spoilage based on volatile compounds using the mid-infrared fiber-optic evanescent wave spectroscopy
文献类型: 外文期刊
作者: Zhou, Yunhai 1 ; Gu, Yifan 2 ; Guo, Rui 2 ; Jiao, Leizi 1 ; Wang, Ke 2 ; Zhu, Qingzhen 1 ; Dong, Daming 1 ;
作者机构: 1.Jiangsu Univ, Sch Agr Engn, Zhenjiang, Peoples R China
2.Beijing Acad Agr & Forestry Sci, Natl Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China
关键词: in situ detection; fruit spoilage; volatile compounds; ethanol; FOEW spectroscopy; FTIR
期刊名称:FRONTIERS IN PLANT SCIENCE ( 影响因子:6.627; 五年影响因子:7.255 )
ISSN: 1664-462X
年卷期: 2022 年 13 卷
页码:
收录情况: SCI
摘要: Volatile compounds such as ethanol released from fruit can be rapidly detected using Fourier Transform Infrared spectroscopy based on a long-path gas cell. However, this method relies on a long optical path length and requires pumping fruit volatiles into the gas cell. This can lead to the volatile compounds being contaminated and not detectable in situ. Fiber optic evanescent wave spectroscopy (FOEW) is not influenced by the path length so can detect materials (solid, liquid and gas phase) rapidly in situ, using only a few millimeters of optical fiber. In the present study, a spiral silver halide FOEW sensor with a length of approximately 21 mm was used to replace a long-path gas cell to explore the feasibility of identifying volatile compounds released from grapes in situ. The absorption peaks of ethanol in the volatile compounds were clearly found in the FOEW spectra and their intensity gradually increased as the storage time of the grapes increased. PCA analysis of these spectra showed clear clustering at different storage times (1-3, 4-5 and 6-7 d), revealing that the concentration of the ethanol released from the grapes changed significantly with time. The qualitative model established by PLS-DA algorithm could accurately classify grape samples as "Fresh," "Slight spoilage," or "Severe spoilage". The accuracy of the calibration and validation sets both were 100.00%. These changes can therefore be used for rapidly identifying fruit deterioration. Compared with the method used in a previous study by the authors, this method avoids using a pumping process and can thus identify volatile compounds and hence monitor deterioration in situ and on-line by placing a very short optical fiber near the fruit.
- 相关文献
作者其他论文 更多>>
-
Gas Imaging with Uncooled Thermal Imager
作者:Zhang, Mengjie;Chen, Guanghai;Lin, Peng;Zhang, Mengjie;Lin, Peng;Dong, Daming;Jiao, Leizi;Zhang, Mengjie;Lin, Peng;Dong, Daming;Jiao, Leizi
关键词:infrared imaging measurement; gas detection; uncooled thermal imager; development status
-
Long-range infrared absorption spectroscopy and fast mass spectrometry for rapid online measurements of volatile organic compounds from black tea fermentation
作者:Yang, Chongshan;Li, Guanglin;Zhao, Chunjiang;Fu, Xinglan;Yang, Chongshan;Jiao, Leizi;Wen, Xuelin;Lin, Peng;Duan, Dandan;Zhao, Chunjiang;Dong, Daming;Yang, Chongshan;Jiao, Leizi;Wen, Xuelin;Lin, Peng;Duan, Dandan;Dong, Daming;Dong, Chunwang
关键词:Black tea fermentation; Volatile organic compounds; Proton transfer reaction mass spectrometry; Fourier transform infrared spectroscopy; Principal component analysis; Extreme learning machine
-
Sustainable Solution Anode Glow Discharge-Atomic Emission Spectroscopy (SAGD-AES) with Semiconductor Cathode Cooling for Elemental Analysis
作者:Zheng, Peichao;Liu, Jiali;Wang, Jinmei;Wu, Meini;Qazi, Hafiz Imran Ahmad;He, Yuxin;Yan, Nantian;Fei, Guoxing;Tian, Hongwu;Dong, Daming;Wang, Jinmei
关键词:Elemental analysis; heavy metals; semiconductor refrigeration; solution anode glow discharge-atomic emission spectrometry (SAGD-AES)
-
Rapid Determination of Calcium, Iron, and Zinc in Gluconate Oral Solutions by Solution Cathode Glow Discharge - Atomic Emission Spectroscopy (SCGD-AES)
作者:Zheng, Peichao;Yan, Nantian;Wang, Jinmei;Fei, Guoxing;Qazi, Hafiz Imran Ahmad;Li, Biao;Tian, Hongwu;Dong, Daming;Tian, Hongwu;Dong, Daming;Guo, Lianbo
关键词:Elemental analysis; gluconate oral solutions; solution cathode glow discharge - atomic emission spectroscopy (SCGD-AES)
-
Green Fruit Detection with a Small Dataset under a Similar Color Background Based on the Improved YOLOv5-AT
作者:Fu, Xinglan;Zhao, Shilin;Wang, Chenghao;Tang, Xuhong;Li, Guanglin;Tao, Dan;Jiao, Leizi;Dong, Daming
关键词:green fruit; precision detection; feature information; data augmentation methods; channel attention module; spatial attention module
-
Unveiling the hidden impact: How biodegradable microplastics influence CO 2 and CH 4 emissions and Volatile Organic Compounds (VOCs) profiles in soil ecosystems
作者:Wang, Yihao;Zhao, Chunjiang;Lu, Anxiang;Dong, Daming;Gong, Wenwen;Wang, Yihao
关键词:Biodegradable microplastics; Paddy and upland soils; Greenhouse gases; Volatile Organic Compounds; Optical gas sensor
-
Solution Cathode Glow Discharge - Atomic Emission Spectrometry (SCGD-AES) With an Interference Filter for Spectral Discrimination for the Determination of Thallium in Surface Water
作者:Wang, Jinmei;Fei, Guoxing;Zheng, Peichao;Yan, Nantian;Chen, Guanghui;Li, Wei;Dong, Daming;Dong, Daming;Guo, Lianbo;Zheng, Peichao
关键词:Heavy metals; interference filters; solution cathode glow discharge atomic emission spectrometry (SCGD-AES); thallium