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Han Z, Ahmad W, Rong Y, Chen X, Zhao S, Yu J, Zheng P, Huang C, Li H. A Gas Sensors Detection System for Real-Time Monitoring of Changes in Volatile Organic Compounds during Oolong Tea Processing. Foods 2024; 13:1721. [PMID: 38890949 PMCID: PMC11171579 DOI: 10.3390/foods13111721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/27/2024] [Accepted: 05/28/2024] [Indexed: 06/20/2024] Open
Abstract
The oxidation step in Oolong tea processing significantly influences its final flavor and aroma. In this study, a gas sensors detection system based on 13 metal oxide semiconductors with strong stability and sensitivity to the aroma during the Oolong tea oxidation production is proposed. The gas sensors detection system consists of a gas path, a signal acquisition module, and a signal processing module. The characteristic response signals of the sensor exhibit rapid release of volatile organic compounds (VOCs) such as aldehydes, alcohols, and olefins during oxidative production. Furthermore, principal component analysis (PCA) is used to extract the features of the collected signals. Then, three classical recognition models and two convolutional neural network (CNN) deep learning models were established, including linear discriminant analysis (LDA), k-nearest neighbors (KNN), back-propagation neural network (BP-ANN), LeNet5, and AlexNet. The results indicate that the BP-ANN model achieved optimal recognition performance with a 3-4-1 topology at pc = 3 with accuracy rates for the calibration and prediction of 94.16% and 94.11%, respectively. Therefore, the proposed gas sensors detection system can effectively differentiate between the distinct stages of the Oolong tea oxidation process. This work can improve the stability of Oolong tea products and facilitate the automation of the oxidation process. The detection system is capable of long-term online real-time monitoring of the processing process.
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Affiliation(s)
- Zhang Han
- School of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, China;
| | - Waqas Ahmad
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
| | - Yanna Rong
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
| | - Xuanyu Chen
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
| | - Songguang Zhao
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
| | - Jinghao Yu
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
| | - Pengfei Zheng
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
- Chichun Machinery (Xiamen) Co., Ltd., Xiamen 361100, China;
| | - Chunchi Huang
- Chichun Machinery (Xiamen) Co., Ltd., Xiamen 361100, China;
| | - Huanhuan Li
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China; (W.A.); (Y.R.); (X.C.); (S.Z.); (J.Y.); (P.Z.)
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Lai L, Yan F, Chen G, Huang Y, Huang L, Li D. Recent Progress on Fluorescent Probes in Heavy Metal Determinations for Food Safety: A Review. Molecules 2023; 28:5689. [PMID: 37570660 PMCID: PMC10420214 DOI: 10.3390/molecules28155689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/16/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
One of the main challenges faced in food safety is the accumulation of toxic heavy metals from environmental sources, which can sequentially endanger human health when they are consumed. It is invaluable to establish a practical assay for the determination of heavy metals for food safety. Among the current detection methods, technology based on fluorescent probes, with the advantages of sensitivity, convenience, accuracy, cost, and reliability, has recently shown pluralistic applications in the food industry, which is significant to ensure food safety. Hence, this review systematically presents the recent progress on novel fluorescent probes in determining heavy metals for food safety over the past five years, according to fluorophores and newly emerging sensing cores, which could contribute to broadening the prospects of fluorescent materials and establishing more practical assays for heavy metal determinations.
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Affiliation(s)
- Liqing Lai
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
| | - Fang Yan
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
| | - Geng Chen
- Fujian Fishery Resources Monitoring Center, Fuzhou 350117, China; (G.C.); (Y.H.)
| | - Yiwen Huang
- Fujian Fishery Resources Monitoring Center, Fuzhou 350117, China; (G.C.); (Y.H.)
| | - Luqiang Huang
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
| | - Daliang Li
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
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Rapid and easy ICP OES determination of selected major, minor and trace elements in Pu-erh tea infusions using the response surface methodology along with the joint desirability function approach. Talanta 2022; 249:123650. [DOI: 10.1016/j.talanta.2022.123650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 06/01/2022] [Accepted: 06/01/2022] [Indexed: 11/24/2022]
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Allegretta I, Squeo G, Gattullo CE, Porfido C, Cicchetti A, Caponio F, Cesco S, Nicoletto C, Terzano R. TXRF spectral information enhanced by multivariate analysis: A new strategy for food fingerprint. Food Chem 2022; 401:134124. [PMID: 36126374 DOI: 10.1016/j.foodchem.2022.134124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 08/01/2022] [Accepted: 09/02/2022] [Indexed: 11/18/2022]
Abstract
The increased costumers' request of safe and high-quality food products makes food traceability a priority for frauds identification and quality certification. Elemental profiling is one of the strategies used for food traceability, and TXRF spectroscopy is widely used in food analysis even if its potentialities have not been fully investigated. In this work, a new method for food traceability using directly TXRF spectra coupled with multivariate analyses, was tested. Twenty-four different beans' genotypes (Phaseolus vulgaris L.) grown onto two different sites have been studied. After the development of the method for beans' analysis, TXRF spectra were collected and processed with PCA combined with SNV and GLSW filter obtaining a perfect clustering of the seeds according to their geographical origin. Finally, using PLS-DA, beans were correctly classified demonstrating that TXRF spectra can be successfully used as fingerprint for food/seed traceability and that elemental quantification procedure is not necessary to this aim.
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Affiliation(s)
- Ignazio Allegretta
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy.
| | - Giacomo Squeo
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy
| | - Concetta Eliana Gattullo
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy
| | - Carlo Porfido
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy
| | - Antonio Cicchetti
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy
| | - Francesco Caponio
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy
| | - Stefano Cesco
- Faculty of Science and Technology, Free University of Bozen-Bolzano, Piazza Università 5, 39100 Bolzano, Italy
| | - Carlo Nicoletto
- Department of Agronomy, Food, Natural Resources, Animals, and Environment (DAFNAE), University of Padova, Viale dell'Università 16, 35020 Legnaro, Italy
| | - Roberto Terzano
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Via G. Amendola 165/A, 70126 Bari, Italy
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Zhang X, Jia W, Tang X, Shan Q, Chen Q, Cheng C, Shao J, Ling Y, Hei D. Geographical Discrimination of Pu-Erh Tea by the Determination of Elements by Low-Power Total Reflection X-Ray Fluorescence (TXRF) and Caffeine and Polyphenols by Spectrophotometry. ANAL LETT 2022. [DOI: 10.1080/00032719.2022.2093891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Affiliation(s)
- Xinlei Zhang
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, China
| | - Wenbao Jia
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, China
| | - Xinru Tang
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
| | - Qing Shan
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, China
| | - Qiyan Chen
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
| | - Can Cheng
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
| | - Jinfa Shao
- Key Laboratory of Ray Beam Technology of Ministry of Education, College of Nuclear Science and Technology, Beijing Normal University, Beijing, China
| | - Yongsheng Ling
- Department of Nuclear Science and Technology, College of Material Science and Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Collaborative Innovation Center of Radiation Medicine of Jiangsu Higher Education Institutions, Suzhou, China
| | - Daqian Hei
- School of Nuclear Science and Technology, Lanzhou University, Lanzhou, China
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Fernandes J, Reboredo FH, Luis I, Silva MM, Simões MM, Lidon FC, Ramalho JC. Elemental Composition of Commercial Herbal Tea Plants and Respective Infusions. PLANTS 2022; 11:plants11111412. [PMID: 35684185 PMCID: PMC9182685 DOI: 10.3390/plants11111412] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 05/19/2022] [Accepted: 05/23/2022] [Indexed: 12/11/2022]
Abstract
This study evaluated the elemental composition of 25 herbal tea plants commonly used in infusions by Portuguese consumers and the contribution to the elemental daily intake of some essential elements. Hydrocotyle asiatica (L.), Matricaria chamomilla (L.), and Melissa officinalis (L.) samples are a rich source of K with around 6.0 mg g−1 while the Asteraceae Silybum marianum (L.) and Echinacea angustifolia (DC.) exhibited 4.9 and 5.6 mg g−1 Ca, respectively. The highest concentrations of S and Zn were noted in Hydrocotyle asiatica (L.), while the highest concentration of Sr was found in Cassia angustifolia (Vahl.). In general, a large variability in the concentrations among different families and plant organs had been observed, except Cu with levels around 30 μg g−1. The principal component analysis (PCA) showed positive correlations between Zn and S and Sr and Ca, also revealing that Hydrocotyle asiatica (L.), Echinacea angustifolia (DC.), Silybum marianum (L.), and Cassia angustifolia (Vahl.) samples, stands out about all other samples regarding the enrichment of macro and micronutrients. The elemental solubility of macronutrients in the infusion is greater than the micronutrient solubility, despite the contribution to the recommended daily intake was weak. As a whole, Cynara scolymus (L.) and Hibiscus sabdariffa (L.) are the species with the best elemental solubilities, followed by Hydrocotyle asiatica (L.). No harmful elements, such as As and Pb, were observed in both the raw material and the infusions.
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Affiliation(s)
- Jaime Fernandes
- Departamento Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (J.F.); (I.L.); (M.M.S.); (F.C.L.)
| | - Fernando H. Reboredo
- Departamento Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (J.F.); (I.L.); (M.M.S.); (F.C.L.)
- GeoBioTec, Departamento de Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (M.M.S.); (J.C.R.)
- Correspondence:
| | - Inês Luis
- Departamento Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (J.F.); (I.L.); (M.M.S.); (F.C.L.)
| | - Maria Manuela Silva
- GeoBioTec, Departamento de Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (M.M.S.); (J.C.R.)
- ESEAG-COFAC, Avenida do Campo Grande 376, 1749-024 Lisboa, Portugal
| | - Maria M. Simões
- Departamento Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (J.F.); (I.L.); (M.M.S.); (F.C.L.)
- GeoBioTec, Departamento de Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (M.M.S.); (J.C.R.)
| | - Fernando C. Lidon
- Departamento Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (J.F.); (I.L.); (M.M.S.); (F.C.L.)
- GeoBioTec, Departamento de Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (M.M.S.); (J.C.R.)
| | - José C. Ramalho
- GeoBioTec, Departamento de Ciências da Terra, Faculdade de Ciências e Tecnologia, Campus da Caparica, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal; (M.M.S.); (J.C.R.)
- Plant Stress & Biodiversity Lab, Centro de Estudos Florestais (CEF), Instituto Superior Agronomia (ISA), Universidade de Lisboa (ULisboa), Quinta do Marquês, Av. República, 2784-505 Oeiras, Portugal
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Maseko KH, Regnier T, Anyasi TA, Du Plessis B, Da Silva LS, Kutu FR, Wokadala OC. Discrimination of Musa banana genomic and sub-genomic groups based on multi-elemental fingerprints and chemometrics. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2021.104334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Yao Y, Chen H, Chen L, Ju SY, Yang H, Zeng Y, Gu D, Ng TP. Type of tea consumption and depressive symptoms in Chinese older adults. BMC Geriatr 2021; 21:331. [PMID: 34030654 PMCID: PMC8142291 DOI: 10.1186/s12877-021-02203-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 04/07/2021] [Indexed: 02/08/2023] Open
Abstract
Background Existing research indicates that tea drinking may exert beneficiary effects on mental health. However, associations between different types of tea intake and mental health such as depression have not been fully examined. The purpose of this study was to examine the associations of green tea, fermented tea, and floral tea consumption with depressive symptoms. Methods We used data from the 2018 wave of the Chinese Longitudinal Healthy Longevity Survey, a nationwide survey on older adults in mainland China. A total of 13,115 participants (mean age 83.7 years, 54.2% were women) with valid responses were included in the analysis. The type (green, fermented [black, Oolong, white, yellow, dark, and compressed teas], and floral) and the frequency of tea consumption were recorded, and depressive symptoms were assessed using 10-item of the Center for Epidemiologic Studies Depression Scale (CES-D-10). We examined the associations between the type and the frequency of tea intake and depression, controlling for a set of demographic, socioeconomic, psychosocial, behavioral, and health-related variables. Results Overall, intakes of green tea, fermented tea, and floral tea were all significantly associated with lower prevalence of depressive symptoms, independent of other risk factors. Compared with the group of no tea intake, the adjusted ORs of depressive symptoms for daily green tea, fermented tea, and floral tea intake were 0.85 (95% CI: 0.76–0.95), 0.87 (95% CI: 0.76–0.99), and 0.70 (95% CI: 0.59–0.82), respectively. Linear associations were observed between the frequencies of all three types of tea intake and depressive symptoms (P < 0.05 for trends for all three types). The associations of the type and the frequency of tea intake and depressive symptoms were robust in several sensitivity analyses. Conclusions Among Chinese older adults, regularly consumed any type of tea (green, fermented, or floral) were less likely to show depressive symptoms, the associations seemed more pronounced among floral tea and green tea drinkers. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02203-z.
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Affiliation(s)
- Yao Yao
- Center for Healthy Aging and Development Studies, Raissun Institute for Advanced Studies, National School of Development, Peking University, Beijing, 100871, China.,Center for the Study of Aging and Human Development and Geriatrics Division, Medical School of Duke University, Durham, NC, 27705, USA
| | - Huashuai Chen
- Center for the Study of Aging and Human Development and Geriatrics Division, Medical School of Duke University, Durham, NC, 27705, USA
| | - Lele Chen
- School of Social and Behavioral Sciences, Nanjing University, Nanjing, 100191, China
| | - Sang-Yhun Ju
- Department of Family Medicine, St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Gyeonggi-do, 11765, Republic of Korea
| | - Huazhen Yang
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yi Zeng
- Center for Healthy Aging and Development Studies, Raissun Institute for Advanced Studies, National School of Development, Peking University, Beijing, 100871, China. .,Center for the Study of Aging and Human Development and Geriatrics Division, Medical School of Duke University, Durham, NC, 27705, USA.
| | - Danan Gu
- Independent Researcher, New York, NY, 10017, USA.
| | - Tze Pin Ng
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
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Maltsev AS, Chuparina EV, Pashkova GV, Sokol'nikova JV, Zarubina OV, Shuliumova AN. Features of sample preparation techniques in the total-reflection X-ray fluorescence analysis of tea leaves. Food Chem 2020; 343:128502. [PMID: 33153812 DOI: 10.1016/j.foodchem.2020.128502] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 09/30/2020] [Accepted: 10/26/2020] [Indexed: 10/23/2022]
Abstract
Tea is a popular drink around the world and contains essential minerals and trace elements for human health. In this study, the analytical capabilities of the total-reflection X-ray fluorescence method (TXRF) were considered for the analysis of tea. Different sample preparation techniques, e.g. suspension, open vessel acid digestion, and microwave acid digestion were examined. The influence of particle size was investigated in the analysis of the suspension of tea samples. Mass-absorption coefficients for the tea matrix and the critical surface density of the specimen were calculated. The data obtained explain the presence of absorption effects in the determination of P, S, Cl, and K in suspensions. The digestion procedure is chosen as an optimal sample preparation technique for the TXRF analysis of tea. Nineteen real tea samples were analyzed using TXRF. The advantages of TXRF have been presented through the comparison of results with the wavelength-dispersive X-ray fluorescence spectrometry method.
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Affiliation(s)
- Artem S Maltsev
- Institute of the Earth's Crust, SB RAS, 128 Lermontov st., Irkutsk, Russian Federation; Kazan National Research Technological University, 68 K.Marx st., Kazan, Russian Federation.
| | - Elena V Chuparina
- Vinogradov Institute of Geochemistry, SB RAS, 1A Favorsky st., Irkutsk, Russian Federation
| | - Galina V Pashkova
- Institute of the Earth's Crust, SB RAS, 128 Lermontov st., Irkutsk, Russian Federation
| | - Julia V Sokol'nikova
- Vinogradov Institute of Geochemistry, SB RAS, 1A Favorsky st., Irkutsk, Russian Federation
| | - Olga V Zarubina
- Vinogradov Institute of Geochemistry, SB RAS, 1A Favorsky st., Irkutsk, Russian Federation
| | - Anna N Shuliumova
- Institute of the Earth's Crust, SB RAS, 128 Lermontov st., Irkutsk, Russian Federation; Kazan National Research Technological University, 68 K.Marx st., Kazan, Russian Federation
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