Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information | |
Zhang D1![]() ![]() | |
Source Publication | FOOD CHEMISTRY
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2022-08-30 | |
Volume | 386Pages:8 |
ISSN | 0308-8146 |
Abstract | A novel and effective method named time-resolved spectral-image laser-induced breakdown spectroscopy (TRSI-LIBS) was proposed to achieve precise qualitative and quantitative analysis of milk powder quality. To verify the feasibility of TRSI-LIBS, qualitative and quantitative analysis of milk powder quality was carried out. For qualitative analysis of foreign protein adulteration, the accuracy of models based on TRSI-LIBS was higher than those based on LIBS, with an accuracy improvement of about 5% to 10%. For the quantitative analysis of foreign protein adulteration and element content, the quantitative analysis models based on TSRI-LIBS also had better effect. For instance, limit of detection (LOD),determination coefficient of prediction (R(2)p), root-mean-square error of prediction (RMSEP) and average relative error of prediction (AREP) of quantitative model of calcium (Ca) content based on TRSI-LIBS improved from 1.47 mg/g, 0.95, 0.35 mg/g and 23.29% to 0.81 mg/g, 0.98, 0.20 mg/g and 12.60%. |
Keyword | Laser-induced breakdown spectroscopy Quality of milk powder Adulteration Calcium Qualitative and quantitative analysis |
DOI | 10.1016/j.foodchem.2022.132763 |
Indexed By | SCI ; EI |
Language | 英语 |
WOS ID | WOS:000793036700012 |
WOS Keyword | ADULTERATION ; CLASSIFICATION ; LIBS ; SPECTROMETRY ; ROCK |
WOS Research Area | Chemistry ; Food Science & Technology ; Nutrition & Dietetics |
WOS Subject | Chemistry, Applied ; Food Science & Technology ; Nutrition & Dietetics |
Funding Project | Fundamental Research Funds for Central Universities[2021yjsCXCY073] ; National Natural Science Foundation of China[62075069] ; National Natural Science Foundation of China[61575209] ; Youth Innovation Promotion Association, Chinese Academy of Sciences[2018024] |
Funding Organization | Fundamental Research Funds for Central Universities ; National Natural Science Foundation of China ; Youth Innovation Promotion Association, Chinese Academy of Sciences |
Classification | 一类 |
Ranking | 1 |
Contributor | Li, Yuqiong |
Citation statistics | |
Document Type | 期刊论文 |
Identifier | http://dspace.imech.ac.cn/handle/311007/89325 |
Collection | 流固耦合系统力学重点实验室 |
Affiliation | 1.Huazhong Univ Sci & Technol, Wuhan Natl Lab Optoelect WNLO, Wuhan 430074, Hubei, Peoples R China; 2.Chinese Acad Sci, Inst Mech, Key Lab Mech Fluid Solid Coupling Syst, Beijing 100190, Peoples R China |
Recommended Citation GB/T 7714 | Zhang D,Nie JF,Niu XC,et al. Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information[J]. FOOD CHEMISTRY,2022,386:8.Rp_Au:Li, Yuqiong |
APA | Zhang D.,Nie JF.,Niu XC.,Chen F.,Hu ZL.,...&Guo LB.(2022).Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information.FOOD CHEMISTRY,386,8. |
MLA | Zhang D,et al."Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information".FOOD CHEMISTRY 386(2022):8. |
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