Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Research graph
References from NMR-based metabolomic approach to estimate chemical and sensorial profiles of olive oil. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
the Mediterranean and the world
10.1023/a:1015702327546 · 2001 · External reference
The historical development and nutritional importance of olive and olive oil constituted an important part of the mediterranean diet
10.1080/10408398.2011.626874 · 2014 · External reference
Health outcomes associated with olive oil intake: an umbrella review of meta-analyses
10.3390/foods13162619 · 2024 · External reference
Metabolomic-based studies of the intake of virgin olive oil: a comprehensive review
10.3390/metabo13040472 · 2023 · External reference
Unresolved reference
External reference
10.3389/fnut.2024.1353832
10.3389/fnut.2024.1353832 · External reference
Eleven monovarietal extra virgin olive oils from olives grown and processed under the same conditions: effect of the cultivar on the chemical composition and sensory traits
10.3390/foods9070904 · 2020 · External reference
In-depth assessment of analytical methods for olive oil purity, safety, and quality characterization
10.1021/jf5062265 · 2015 · External reference
Recent methods in detection of olive oil adulteration: state-of- the-art
2024 · External reference
From olive to olive oil: a general approach
2021 · External reference
State-of-the-art of analytical techniques to determine food fraud in olive oils
10.3390/foods10030484 · 2021 · External reference
Virgin olive oil metabolomics: a review
10.1016/j.jchromb.2020.122161 · 2020 · External reference
Application of new emerging techniques in combination with classical methods for the determination of the quality and authenticity of olive oil: a review
10.1080/10408398.2021.1876624 · 2022 · External reference
A new statistical approach to describe the quality of extra virgin olive oils using near infrared spectroscopy (NIR) and traditional analytical parameters
10.1002/ejlt.201800361 · 2019 · External reference
Identification of olive oil sensory defects by multivariate analysis of mid infrared spectra
10.1016/j.foodchem.2015.04.030 · 2015 · External reference
A preliminary study on the potential of front face fluorescence spectroscopy for the discrimination of Moroccan virgin olive oils and the prediction of their quality
10.1039/d0ay01746a · 2021 · External reference
Evaluation of the overall quality of olive oil using fluorescence spectroscopy
10.1016/j.foodchem.2014.10.041 · 2015 · External reference
Assessment of extra virgin olive oil quality by miniaturized near infrared instruments in a rapid and non-destructive procedure
10.1016/j.foodchem.2023.137043 · 2024 · External reference
10.1016/j.pnmrs.2023.10.002
10.1016/j.pnmrs.2023.10.002 · External reference
High resolution NMR characterization of olive oils in terms of quality, authenticity and geographical origin
10.1002/mrc.2856 · 2011 · External reference
Virgin olive oil authentication by multivariate analyses of 1H NMR fingerprints and δ13C and δ2H data
10.1021/jf903989b · 2010 · External reference
Classification of olive oils according to geographical origin by using 1H NMR fingerprinting combined with multivariate analysis
10.1016/j.foodchem.2011.06.045 · 2012 · External reference
Nuclear magnetic resonance spectroscopy in extra virgin olive oil authentication
10.1111/1541-4337.13005 · 2022 · External reference
NMR and chemometrics in tracing European olive oils: the case study of Ligurian samples
10.1016/j.talanta.2009.11.021 · 2010 · External reference
Evaluation of phenolics in the analysis of virgin olive oil using near infrared spectroscopy
10.1016/j.saa.2024.125262 · 2025 · External reference
Optimized variable selection and machine learning models for olive oil quality assessment using portable near infrared spectroscopy
10.1016/j.saa.2023.123213 · 2023 · External reference
Olive oil authentication based on quantitative β-carotene Raman spectra detection
10.1016/j.foodchem.2022.133763 · 2022 · External reference
A combined classification modeling strategy for detection and identification of extra virgin olive oil adulteration using Raman spectroscopy
10.1016/j.chemolab.2023.104903 · 2023 · External reference
A preliminary study on the potential of FT-IR spectroscopy and chemometrics for tracing the geographical origin of moroccan virgin olive oils
2023 · External reference
10.1016/j.foodchem.2021.130898
10.1016/j.foodchem.2021.130898 · External reference
10.1002/anie.201804736
10.1002/anie.201804736 · External reference
A pilot study of NMR-based sensory prediction of roasted coffee bean extracts
10.1016/j.foodchem.2013.11.161 · 2014 · External reference
NMR Spectrometers as “Magnetic Tongues”: prediction of sensory descriptors in canned tomatoes
10.1021/jf203803q · 2011 · External reference
Enhancing food integrity through artificial intelligence and machine learning: a comprehensive review
10.3390/app14083421 · 2024 · External reference
Unresolved reference
External reference
Phenolic profiles, oil amount and sugar content during olive ripening of three typical Tuscan cultivars to detect the best harvesting time for oil production
10.1016/j.foodres.2013.04.033 · 2013 · External reference
influence of the atmosphere composition during malaxation and storage on the shelf life of an unfiltered extra virgin olive oil: preliminary results
10.1002/ejlt.202000122 · 2021 · External reference
Unresolved reference
External reference
The detection of adulteration of olive oil with various vegetable oils – a case study using high-resolution 700 MHz NMR spectroscopy coupled with multivariate data analysis
10.1016/j.foodcont.2024.110679 · 2024 · External reference
Unresolved reference
2019 · External reference
The inner temperature of the olives (cv. Leccino) before processing affects the volatile profile and the composition of the oil
10.1016/j.foodres.2019.108861 · 2020 · External reference
Analysis of a large food chemical database: chemical space, diversity, and complexity
10.12688/f1000research.15440.2 · 2018 · External reference
Evaluation and optimization of the analysis of fatty acid types in edible Oils by 1H NMR
10.1007/s12161-013-9747-9 · 2014 · External reference
1H–NMR fingerprinting and supervised pattern recognition to evaluate the stability of virgin olive oil during storage
10.1016/j.foodcont.2020.107831 · 2021 · External reference
Direct study of minor extra-virgin olive oil components without any sample modification. 1H NMR multisupression experiment: a powerful tool
10.1016/j.foodchem.2017.02.009 · 2017 · External reference
Analysis of olive oil for authentication and shelf life determination
10.1007/s13197-018-3165-3 · 2018 · External reference
Usefulness of the 1H NMR multisuppression approach for the global characterization of monovarietal extra-virgin olive oils
10.3390/foods13142298 · 2024 · External reference
The inner temperature of the olives (cv. Leccino) before processing affects the volatile profile and the composition of the oil
10.1016/j.foodres.2019.108861 · 2020 · External reference
Determination of 1,2/1,3-diglycerides in Sicilian extra-virgin olive oils by 1H NMR over a one-year storage period
10.1080/14786419.2016.1247084 · 2017 · External reference
NMR determination of free fatty acids in vegetable oils
10.3390/pr8040410 · 2020 · External reference
Random forests and decision trees
2012 · External reference
10.1023/a:1010933404324
10.1023/a:1010933404324 · External reference
10.1093/bioinformatics/btn356
10.1093/bioinformatics/btn356 · External reference
Random forest of perfect trees: concept, performance, applications and perspectives
10.1093/bioinformatics/btab074 · 2021 · External reference
Merits of random forests emerge in evaluation of chemometric classifiers by external validation
10.1016/j.aca.2013.09.027 · 2013 · External reference
Nuclear magnetic resonance spectroscopy to investigate the association between milk metabolites and udder quarter health status in dairy cows
2021 · External reference
Comparison of values of pearson’s and spearman’s correlation coefficients on the same sets of data
2011 · External reference
Unresolved reference
External reference
Algorithms, routines, and s functions, for robust statistics
10.1080/00401706.1995.10484353 · 1995 · External reference
Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance
10.3354/cr030079 · 2005 · External reference
Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy
10.1016/j.trac.2010.05.006 · 2010 · External reference
Unresolved reference
External reference
Quality assessment and authentication of virgin olive oil by NMR spectroscopy: a critical review
10.1016/j.aca.2012.12.003 · 2013 · External reference
10.1016/b978-0-12-819815-5.00014-8
10.1016/b978-0-12-819815-5.00014-8 · External reference
Oxidized forms of olive oil secoiridoids: semisynthesis, identification and correlation with quality parameters
10.1055/a-1806-7815 · 2022 · External reference
Evolution of extra virgin olive oil quality under different storage conditions
10.3390/foods10081945 · 2021 · External reference
Major phenolic compounds in olive oil: metabolism and health effects
10.1016/s0955-2863(02)00229-2 · 2002 · External reference
Stabilities of tocopherols and phenolic compounds in virgin olive oil during thermal oxidation
10.1007/s13197-017-2929-5 · 2018 · External reference
Olive oil quality and authenticity assessment aspects employing FIA-MRMS and LC-orbitrap MS metabolomic approaches
2020 · External reference
NMR-based metabolomics for a more holistic and sustainable research in food quality assessment: a narrative review
10.3390/app13010372 · 2023 · External reference
Shelf-life prediction of extra virgin olive oils using an empirical model based on standard quality tests
10.1155/2016/6393962 · 2016 · External reference
Alignment and proficiency of virgin olive oil sensory panels: the OLEUM approach
10.3390/foods9030355 · 2020 · External reference
Panel test and chemical analyses of commercial olive oils: a comparative study
10.1186/s40538-017-0101-0 · 2017 · External reference
NMR analysis of extra virgin olive oil of the epirus region of greece with emphasis on selected phenolic compounds
10.3390/molecules29051111 · 2024 · External reference
Analytical insights for ensuring authenticity of Greek agriculture products: unveiling chemical marker applications
10.1016/j.foodchem.2024.138758 · 2024 · External reference
Applications of nuclear magnetic resonance spectroscopy to the evaluation of complex food constituents
10.1016/j.foodchem.2020.128258 · 2021 · External reference
Nuclear magnetic resonance-based metabolomic comparison of breast milk and organic and traditional formula milk brands for infants and toddlers
10.1089/omi.2019.0125 · 2020 · External reference
Phenotyping green and roasted beans of nicaraguan coffea arabica varieties processed with different post-harvest practices
10.3390/app112411779 · 2021 · External reference
Authentication of Turkish olive oils by using detailed pigment profile and spectroscopic techniques
10.1002/jsfa.10239 · 2020 · External reference
NMR-based metabolite profiling and the application of STOCSY toward the quality and authentication assessment of European EVOOs
10.3390/molecules28041738 · 2023 · External reference
NMR-based metabolomics for olive oil cultivar classification: a comparison with standard targeted analysis of fatty acids and triglycerides
10.1016/j.foodcont.2022.108939 · 2022 · External reference
Potential of near-infrared spectroscopy for the determination of olive oil quality
10.3390/s22082831 · 2022 · External reference
Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil
10.1016/j.jfoodeng.2022.111198 · 2023 · External reference
Fourier transform infrared spectroscopy coupled with chemometrics for the monitoring of virgin olive oil quality during storage up to 18 months
10.1007/s00217-024-04505-z · 2024 · External reference
Structure–biological activity relationships of extra-virgin olive oil phenolic compounds: health properties and bioavailability
10.3390/antiox9080685 · 2020 · External reference
Cold-pressing olive oil in the presence of cryomacerated leaves of olea or citrus: nutraceutical and sensorial features
10.3390/molecules24142625 · 2019 · External reference
Near infrared spectroscopy and artificial neural network to characterise olive fruit and oil online for process optimisation
10.1255/jnirs.1155 · 2015 · External reference
Bioprospecting bioactive polar lipids from olive (Olea europaea cv. Galega vulgar) fruit seeds: LC-HR-MS/MS fingerprinting and sub-geographic comparison
10.3390/foods11070951 · 2022 · External reference
Hypocholesterolaemic and anti-atherogenic effects of palm-based oils (NoveLin I and NoveLin II) in cholesterol-fed rabbits
10.3390/ijerph17093226 · 2020 · External reference
Volatile compound profiling by HS-SPME/GC-MS-FID of a core olive cultivar collection as a tool for aroma improvement of virgin olive oil
10.3390/molecules22010141 · 2017 · External reference
1H NMR spectroscopy to characterize italian extra virgin olive oil blends, using statistical models and databases based on monocultivar reference oils
10.3390/foods9121797 · 2020 · External reference
From olive fruits to olive oil: phenolic compound transfer in six different olive cultivars grown under the same agronomical conditions
10.3390/ijms17030337 · 2016 · External reference