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Original Articles

Recent Trends on the Use of Infrared Spectroscopy to Trace and Authenticate Natural and Agricultural Food Products

Pages 518-530 | Published online: 09 Aug 2012

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (8)

Hala Abi Rizk, Joyce Estephan, Christelle Salameh & Amine Kassouf. (2023) Non-targeted detection of grape molasses adulteration with sugar and apple molasses by mid-infrared spectroscopy coupled to independent components analysis. Food Additives & Contaminants: Part A 40:1, pages 1-11.
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Y. J. S. Santos, C. Malegori, L. A. Colnago & F. M. Vanin. (2022) Application on infrared spectroscopy for the analysis of total phenolic compounds in fruits. Critical Reviews in Food Science and Nutrition 0:0, pages 1-11.
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Hong Liu, Honggao Liu, Jieqing Li & Yuanzhong Wang. (2022) Review of Recent Modern Analytical Technology Combined with Chemometrics Approach Researches on Mushroom Discrimination and Evaluation. Critical Reviews in Analytical Chemistry 0:0, pages 1-24.
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José Luis Aleixandre-Tudó, Lourdes Castelló-Cogollos, José Luis Aleixandre & Rafael Aleixandre-Benavent. (2020) Bibliometric insights into the spectroscopy research field: A food science and technology case study. Applied Spectroscopy Reviews 55:9-10, pages 873-906.
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R. Kaavya, R. Pandiselvam, Mahadhir Mohammed, R. Dakshayani, Anjineyulu Kothakota, S. V. Ramesh, Daniel Cozzolino & C. Ashokkumar. (2020) Application of infrared spectroscopy techniques for the assessment of quality and safety in spices: a review. Applied Spectroscopy Reviews 55:7, pages 593-611.
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Ricardo Vejarano, Raúl Siche & Wendu Tesfaye. (2017) Evaluation of biological contaminants in foods by hyperspectral imaging: A review. International Journal of Food Properties 20:sup2, pages 1264-1297.
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Zhaohong You & Fang Cheng. (2014) The Development of Infrared Microspectroscopy (IMS) and Its Applications in Agricultural and Aquatic Products. Applied Spectroscopy Reviews 49:1, pages 83-96.
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Articles from other publishers (82)

Devianti, Sufardi, Siti Hafsah, Sariadi, Fachraniah Ahmad, Nunik Destria Arianti, Edo Saputra & Sri Hartuti. (2023) Rapid and non-destructive determination of vitamin C and antioxidant activity of intact red chilies using visible near-infrared spectroscopy and machine learning tools. Case Studies in Chemical and Environmental Engineering 8, pages 100435.
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D. Cozzolino, S. Zhang, A. Khole, Z. Yang, P. Ingle, M. Beya, P. F. van Jaarsveld, D. Bureš & L. C. Hoffman. (2023) Identification of individual goat animals by means of near infrared spectroscopy and chemometrics analysis of commercial meat cuts. Journal of Food Science and Technology.
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Murendeni I. Nemufulwi, Hendrik C. Swart & Gugu H. Mhlongo. (2023) Advances of Nano-Enabled ZnFe2O4 Based-Gas Sensors for VOC Detection and Their Potential Applications: A Review. Processes 11:11, pages 3122.
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Buddhi Dayananda, Priyam Chahwala & Daniel Cozzolino. (2023) The Ability of Near-Infrared Spectroscopy to Discriminate Plant Protein Mixtures: A Preliminary Study. AppliedChem 3:3, pages 428-436.
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Maria Frizzarin, Giulio Visentin, Alessandro Ferragina, Elena Hayes, Antonio Bevilacqua, Bhaskar Dhariyal, Katarina Domijan, Hussain Khan, Georgiana Ifrim, Thach Le Nguyen, Joe Meagher, Laura Menchetti, Ashish Singh, Suzy Whoriskey, Robert Williamson, Martina Zappaterra & Alessandro Casa. (2023) Classification of cow diet based on milk Mid Infrared Spectra: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2022”. Chemometrics and Intelligent Laboratory Systems 234, pages 104755.
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Piotr Koczoń, Jakub T. Hołaj-Krzak, Bharani K. Palani, Tymoteusz Bolewski, Jarosław Dąbrowski, Bartłomiej J. Bartyzel & Eliza Gruczyńska-Sękowska. (2023) The Analytical Possibilities of FT-IR Spectroscopy Powered by Vibrating Molecules. International Journal of Molecular Sciences 24:2, pages 1013.
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Erika Mellado-Mojica, Octavio Calvo-Gómez, Alba Estela Jofre-Garfias, Pedro Antonio Dávalos-González, Yves Desjardins & Mercedes G. López. (2022) Fructooligosaccharides as molecular markers of geographic origin, growing region, genetic background and prebiotic potential in strawberries: A TLC, HPAEC-PAD and FTIR study. Food Chemistry Advances 1, pages 100064.
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Daniela Losacco, Claudia Campanale, Marina Tumolo, Valeria Ancona, Carmine Massarelli & Vito Felice Uricchio. (2022) Evaluating the Influence of Nitrogen Fertilizers and Biochar on Brassica oleracea L. var. botrytis by the Use of Fourier Transform Infrared (FTIR) Spectroscopy. Sustainability 14:19, pages 11985.
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Shanmugam Alagappan, Louwrens C. Hoffman, Sandra M. Olarte Mantilla, Deirdre Mikkelsen, Peter James, Olympia Yarger & Daniel Cozzolino. (2022) Near Infrared Spectroscopy as a Traceability Tool to Monitor Black Soldier Fly Larvae (Hermetia illucens) Intended as Animal Feed. Applied Sciences 12:16, pages 8168.
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Buddhi Dayananda & Daniel Cozzolino. (2022) Beyond the Black Box—Practical Considerations on the Use of Chemometrics Combined with Sensing Technologies in Food Science Applications. Chemosensors 10:8, pages 323.
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Liu He, Wenjun Hu & Yuzhen Wei. (2022) Lignocellulose Determination and Categorization Analysis for Biofuel Pellets Based on FT-IR Spectra. Spectroscopy, pages 14-22.
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Moyixi Lei, Longqin Xu, Tonglai Liu, Shuangyin Liu & Chuanheng Sun. (2022) Integration of Privacy Protection and Blockchain-Based Food Safety Traceability: Potential and Challenges. Foods 11:15, pages 2262.
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Alessio Buzzin, Rita Asquini, Domenico Caputo & Giampiero de Cesare. (2022) Evanescent waveguide lab-on-chip for optical biosensing in food quality control. Photonics Research 10:6, pages 1453.
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Kirill Berezin, Konstantin Dvoretsky, Ekaterina Antonova, Ilmira Shagautdinova, Elena Grabarchuk, Anatoliy Likhter, Mikhail Puchkov & Elena Loktionova. (2021) Quantum mechanical model and vibrational spectra of cottonseed oil. Quantum mechanical model and vibrational spectra of cottonseed oil.
K. V. Berezin, V. V. Nechaev, K. N. Dvoretskii, E. M. Antonova, E. T. Shagautdinova, E. V. Grabarchuk, A. M. Likhter, M. Yu. Puchkov & E. G. Loktionova. (2022) Structural-Dynamic Models of a Number of Fatty Acid Triglycerides for Describing the Vibrational Spectra of Cottonseed Oil. Journal of Surface Investigation: X-ray, Synchrotron and Neutron Techniques 16:2, pages 290-295.
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Hanieh Nobari Moghaddam, Zahra Tamiji, Mahsa Akbari Lakeh, Mohammad Reza Khoshayand & Mannan Haji Mahmoodi. (2022) Multivariate analysis of food fraud: A review of NIR based instruments in tandem with chemometrics. Journal of Food Composition and Analysis 107, pages 104343.
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Jihong Huang, Zhen Wang, Ling Fan & Sen Ma. (2022) A review of wheat starch analyses: Methods, techniques, structure and function. International Journal of Biological Macromolecules 203, pages 130-142.
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Christoph Kappacher, Benedikt Trübenbacher, Klemens Losso, Matthias Rainer, Günther K. Bonn & Christian W. Huck. (2022) Portable vs. Benchtop NIR-Sensor Technology for Classification and Quality Evaluation of Black Truffle. Molecules 27:3, pages 589.
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Cristine Rodrigues, Leonardo Wedderhoff Herrmann, Alessandra Cristina Pedro, Natascha Amalio Teixeira, Isabela de Andrade Arruda Fernandes, Hissashi Iwamoto, Charles Windson Isidoro Haminiuk, Júlio Cesar de Carvalho & Carlos Ricardo Soccol. 2022. Current Developments in Biotechnology and Bioengineering. Current Developments in Biotechnology and Bioengineering 119 147 .
Aurora Gonzalez-Vidal, Paula Gomez-Bernal, Jose Mendoza-Bernal & Antonio F. Skarmeta. (2021) BIGcoldTRUCKS: a BIG data dashboard for the management of COLD chain logistics in refrigerated TRUCKS. BIGcoldTRUCKS: a BIG data dashboard for the management of COLD chain logistics in refrigerated TRUCKS.
Y. Sultanbawa, H.E. Smyth, K. Truong, J. Chapman & D. Cozzolino. (2021) Insights on the role of chemometrics and vibrational spectroscopy in fruit metabolite analysis. Food Chemistry: Molecular Sciences 3, pages 100033.
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Murendeni I. Nemufulwi, Hendrik C. Swart & Gugu H. Mhlongo. (2021) Enhanced Propanol Response Behavior of ZnFe2O4 NP-Based Active Sensing Layer Induced by Film Thickness Optimization. Processes 9:10, pages 1791.
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Heikki M. Salo, Nga Nguyen, Emmi Alakärppä, Linards Klavins, Anne Linn Hykkerud, Katja Karppinen, Laura Jaakola, Maris Klavins & Hely Häggman. (2021) Authentication of berries and berry‐based food products. Comprehensive Reviews in Food Science and Food Safety 20:5, pages 5197-5225.
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Daniel Cozzolino, Anh Dao T. Phan, Saleha Aker, Heather E. Smyth & Yasmina Sultanbawa. (2021) Can Infrared Spectroscopy Detect Adulteration of Kakadu Plum (Terminalia ferdinandiana) Dry Powder with Synthetic Ascorbic Acid?. Food Analytical Methods 14:9, pages 1936-1942.
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Yanlong Tian, Xuejun Gao, Wen-Liang Qi, Yi Wang, Xiao Wang, Jiacai Zhou, Daoli Lu & Bin Chen. (2021) Advances in differentiation and identification of foodborne bacteria using near infrared spectroscopy. Analytical Methods 13:23, pages 2558-2566.
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Krzysztof Bernard Beć, Justyna Grabska & Christian Wolfgang Huck. 2021. Portable Spectroscopy and Spectrometry. Portable Spectroscopy and Spectrometry 299 323 .
Denise Wilson. (2021) Chemical Sensors for Farm-to-Table Monitoring of Fruit Quality. Sensors 21:5, pages 1634.
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Muhammad Arslan, Haroon Elrasheid Tahir, Muhammad Zareef, Jiyong Shi, Allah Rakha, Muhammad Bilal, Huang Xiaowei, Li Zhihua & Zou Xiaobo. (2021) Recent trends in quality control, discrimination and authentication of alcoholic beverages using nondestructive instrumental techniques. Trends in Food Science & Technology 107, pages 80-113.
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Koel Sinha, Pramita Sharma, Sutapa Som Chaudhury, Chitrangada Das Mukhopadhyay & Bhuban Ruidas. 2021. Food Toxicology and Forensics. Food Toxicology and Forensics 313 346 .
Aly Farag El Sheikha. 2021. Food Authentication and Traceability. Food Authentication and Traceability 1 34 .
Ranaweera K.R. Ranaweera, Lira Souza Gonzaga, Dimitra L. Capone, Susan E.P. Bastian & David W. Jeffery. 2021. Comprehensive Foodomics. Comprehensive Foodomics 452 480 .
André Mendes Lemos, Nelson Machado, Marcos Egea-Cortines & Ana Isabel Barros. (2020) ATR-MIR spectroscopy as a tool to assist ‘Tempranillo’ clonal selection process: Geographical origin and year of harvest discrimination and oenological parameters prediction. Food Chemistry 325, pages 126938.
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Anel Beganović, Krzysztof B. Beć, Justyna Grabska, Manuel T. Stanzl, Martin E. Brunner & Christian W. Huck. (2020) Vibrational coupling to hydration shell – Mechanism to performance enhancement of qualitative analysis in NIR spectroscopy of carbohydrates in aqueous environment. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 237, pages 118359.
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Carlos Monteiro de Lima, David Douglas Sousa Fernandes, Giuliano Elias Pereira, Adriano de Araújo Gomes, Mário César Ugulino de Araújo & Paulo Henrique Gonçalves Dias Diniz. (2020) Digital image-based tracing of geographic origin, winemaker, and grape type for red wine authentication. Food Chemistry 312, pages 126060.
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K. V. Berezin, K. N. Dvoretskiy, M. L. Chernavina, A.V. Novoselova, V. V. Nechaev, A. M. Likhter, I. T. Shagautdinova, V. V. Smirnov, E. M. Antonova & O. V. Grechukhina. (2020) Application of IR Spectroscopy for the Estimation of the Relative Content of Unsaturated Fats in Vegetable Oils. Journal of Surface Investigation: X-ray, Synchrotron and Neutron Techniques 14:1, pages 73-80.
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K. V. Berezin, K. N. Dvoretskii, M. L. Chernavina, A. V. Novoselova, V. V. Nechaev, A. M. Likhter, I. T. Shagautdinova, V. V. Smirnov, E. M. Antonova & O. N. Grechukhina. (2020) The Use of IR Spectroscopy and Density Functional Theory for Estimating the Relative Concentration of Triglycerides of Oleic and Linoleic Acids in a Mixture of Olive and Sunflower Seed Oils. Optics and Spectroscopy 127:6, pages 955-961.
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D. Cozzolino, A. Power & J. Chapman. (2019) Interpreting and Reporting Principal Component Analysis in Food Science Analysis and Beyond. Food Analytical Methods 12:11, pages 2469-2473.
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J. Chapman, A. Elbourne, Vi Khanh Truong, L. Newman, S. Gangadoo, P. Rajapaksha Pathirannahalage, S. Cheeseman & D. Cozzolino. (2019) Sensomics - From conventional to functional NIR spectroscopy - Shining light over the aroma and taste of foods. Trends in Food Science & Technology 91, pages 274-281.
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Надежда Москвина, Nadya Moskvina, Юлия Голубцова & Yuliya Golubtsova. (2019) Dairy Products with Herbal Supplements: Methodical Aspects of Quality Control. Food Processing: Techniques and Technology 49:1, pages 32-42.
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Marilena Dasenaki & Nikolaos Thomaidis. (2019) Quality and Authenticity Control of Fruit Juices-A Review. Molecules 24:6, pages 1014.
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Christophe Cavin, Geoffrey Cottenet, Christophe Fuerer, Lien-Anh Tran & Pascal Zbinden. 2019. Encyclopedia of Food Chemistry. Encyclopedia of Food Chemistry 670 678 .
Leqian Hu, Chunling Yin, Shuai Ma & Zhimin Liu. (2018) Comparison and application of fluorescence EEMs and DRIFTS combined with chemometrics for tracing the geographical origin of Radix Astragali. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 205, pages 207-213.
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Pooja Pandey, Gayatri Mishra & H. N. Mishra. (2018) Development of a non-destructive method for wheat physico-chemical analysis by chemometric comparison of discrete light based near infrared and Fourier transform near infrared spectroscopy. Journal of Food Measurement and Characterization 12:4, pages 2535-2544.
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Celio Pasquini. (2018) Near infrared spectroscopy: A mature analytical technique with new perspectives – A review. Analytica Chimica Acta 1026, pages 8-36.
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Fotios Tsopelas, Dimitris Konstantopoulos & Anna Tsantili Kakoulidou. (2018) Voltammetric fingerprinting of oils and its combination with chemometrics for the detection of extra virgin olive oil adulteration. Analytica Chimica Acta 1015, pages 8-19.
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Shubhangi Srivastava, Gayatri Mishra & Hari Niwas Mishra. (2018) FTNIR-A Robust Diagnostic Tool for the Rapid Detection of Rhyzopertha dominica and Sitophilus oryzae Infestation and Quality Changes in Stored Rice Grains. Food and Bioprocess Technology 11:4, pages 785-796.
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Chrysanthi Christou, Agapios Agapiou & Rebecca Kokkinofta. (2018) Use of FTIR spectroscopy and chemometrics for the classification of carobs origin. Journal of Advanced Research 10, pages 1-8.
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Marcello Manfredi, Elisa Robotti, Fabio Quasso, Eleonora Mazzucco, Giorgio Calabrese & Emilio Marengo. (2018) Fast classification of hazelnut cultivars through portable infrared spectroscopy and chemometrics. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 189, pages 427-435.
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Jessica J. Roberts, Aoife Power, James Chapman, Shaneel Chandra & Daniel Cozzolino. 2018. Vibrational Spectroscopy for Plant Varieties and Cultivars Characterization. Vibrational Spectroscopy for Plant Varieties and Cultivars Characterization 51 68 .
Sunil Luthra, Sachin K. Mangla, Dixit Garg & Anil Kumar. 2018. Emerging Markets from a Multidisciplinary Perspective. Emerging Markets from a Multidisciplinary Perspective 209 220 .
S. Chandra, J. Chapman, A. Power, J. Roberts & D. Cozzolino. (2017) Origin and Regionality of Wines—the Role of Molecular Spectroscopy. Food Analytical Methods 10:12, pages 3947-3955.
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Carina de Souza Gondim, Roberto Gonçalves Junqueira, Scheilla Vitorino Carvalho de Souza, M. Pilar Callao & Itziar Ruisánchez. (2017) Determining performance parameters in qualitative multivariate methods using probability of detection (POD) curves. Case study: Two common milk adulterants. Talanta 168, pages 23-30.
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Daniel Cozzolino. 2017. Food Authentication. Food Authentication 277 298 .
Marina Cocchi, Mario Li Vigni & Caterina Durante. 2017. Food Authentication. Food Authentication 481 518 .
Patricia A. Santiago-García, Erika Mellado-Mojica, Frank M. León-Martínez & Mercedes G. López. (2017) Evaluation of Agave angustifolia fructans as fat replacer in the cookies manufacture. LWT 77, pages 100-109.
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N. Doyle, D. Swain, J. J. Roberts & D. Cozzolino. (2016) The Use of Qualitative Analysis in Food Research and Technology: Considerations and Reflections from an Applied Point of View. Food Analytical Methods 10:4, pages 964-969.
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K. Porker, M. Zerner & D. Cozzolino. (2016) Classification and Authentication of Barley (Hordeum vulgare) Malt Varieties: Combining Attenuated Total Reflectance Mid-infrared Spectroscopy with Chemometrics. Food Analytical Methods 10:3, pages 675-682.
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Georgios P. Danezis, Aristidis S. Tsagkaris, Federica Camin, Vladimir Brusic & Constantinos A. Georgiou. (2016) Food authentication: Techniques, trends & emerging approaches. TrAC Trends in Analytical Chemistry 85, pages 123-132.
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Erika Mellado-Mojica, Navindra P. Seeram & Mercedes G. López. (2016) Comparative analysis of maple syrups and natural sweeteners: Carbohydrates composition and classification (differentiation) by HPAEC-PAD and FTIR spectroscopy-chemometrics. Journal of Food Composition and Analysis 52, pages 1-8.
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Daniel Cozzolino & Jessica Roberts. (2016) Applications and Developments on the Use of Vibrational Spectroscopy Imaging for the Analysis, Monitoring and Characterisation of Crops and Plants. Molecules 21:6, pages 755.
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Lívia Cirino de Carvalho, Camilo de Lelis Medeiros de Morais, Kássio Miguel Gomes de Lima, Luis Carlos Cunha Júnior, Paloma Andrade Martins Nascimento, João Bosco de Faria & Gustavo Henrique de Almeida Teixeira. (2016) Determination of the geographical origin and ethanol content of Brazilian sugarcane spirit using near-infrared spectroscopy coupled with discriminant analysis. Analytical Methods 8:28, pages 5658-5666.
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D. Cozzolino. 2016. Advances in Food Traceability Techniques and Technologies. Advances in Food Traceability Techniques and Technologies 119 136 .
D. Cozzolino. 2016. Advances in Food Authenticity Testing. Advances in Food Authenticity Testing 441 457 .
Yara Gurgel Dall' Acqua, Luis Carlos Cunha Júnior, Viviani Nardini, Valquira Garcia Lopes, José Dalton da Cruz Pessoa & Gustavo Henrique de Almeida Teixeira. (2015) Discrimination of E uterpe oleracea  Mart. (Açaí) and E uterpe edulis  Mart. (Juçara) Intact Fruit Using Near-Infrared (NIR) Spectroscopy and Linear Discriminant Analysis . Journal of Food Processing and Preservation 39:6, pages 2856-2865.
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Edoardo Capuano, Rita Boerrigter-Eenling, Alex Koot & Saskia M. van Ruth. (2015) Targeted and Untargeted Detection of Skim Milk Powder Adulteration by Near-Infrared Spectroscopy. Food Analytical Methods 8:8, pages 2125-2134.
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Daniel Cozzolino, Kenton Porker & Michael Laws. (2015) An Overview on the Use of Infrared Sensors for in Field, Proximal and at Harvest Monitoring of Cereal Crops. Agriculture 5:3, pages 713-722.
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Daniel Cozzolino. (2015) Foodomics and infrared spectroscopy: from compounds to functionality. Current Opinion in Food Science 4, pages 39-43.
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Jun-Hu Cheng & Da-Wen Sun. (2015) Recent Applications of Spectroscopic and Hyperspectral Imaging Techniques with Chemometric Analysis for Rapid Inspection of Microbial Spoilage in Muscle Foods. Comprehensive Reviews in Food Science and Food Safety 14:4, pages 478-490.
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Daniel Cozzolino. 2015. Handbook of Mineral Elements in Food. Handbook of Mineral Elements in Food 473 487 .
D. Cozzolino. (2015) The role of vibrational spectroscopy as a tool to assess economically motivated fraud and counterfeit issues in agricultural products and foods. Analytical Methods 7:22, pages 9390-9400.
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Xiaojing Chen, Ke Liu, Jingbo Cai, Dehua Zhu & Huiling Chen. (2015) Identification of heavy metal-contaminated Tegillarca granosa using infrared spectroscopy. Analytical Methods 7:5, pages 2172-2181.
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Daniel Cozzolino, Alberto Fassio, Ernesto Restaino & Esteban Vicente. 2015. PlantOmics: The Omics of Plant Science. PlantOmics: The Omics of Plant Science 33 52 .
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Pavel Matějka, Blanka Vlčková, Lucie Bednárová & Petr Maloň. 2014. Natural Products Analysis. Natural Products Analysis 163 238 .
D. Cozzolino. (2014) An overview of the use of infrared spectroscopy and chemometrics in authenticity and traceability of cereals. Food Research International 60, pages 262-265.
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Faustine Spillebout, Didier Bégué, Isabelle Baraille & John M. Shaw. (2014) On Discerning Intermolecular and Intramolecular Vibrations in Experimental Acene Spectra. Energy & Fuels 28:5, pages 2933-2947.
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M. Isabel L?pez, N?ria Colomer, Itziar Ruis?nchez & M. Pilar Callao. (2014) Validation of multivariate screening methodology. Case study: Detection of food fraud. Analytica Chimica Acta 827, pages 28-33.
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Gastón AresDaniel Cozzolino. 2014. Mathematical and Statistical Methods in Food Science and Technology. Mathematical and Statistical Methods in Food Science and Technology 19 30 .
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Heather Smyth & Daniel Cozzolino. (2012) Instrumental Methods (Spectroscopy, Electronic Nose, and Tongue) As Tools To Predict Taste and Aroma in Beverages: Advantages and Limitations. Chemical Reviews 113:3, pages 1429-1440.
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Mario Li Vigni, Caterina Durante & Marina Cocchi. 2013. Chemometrics in Food Chemistry. Chemometrics in Food Chemistry 55 126 .

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