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Li H, Zhang N, Qiang J, Cao Y, Qu G, Yu X. Impact of short-term storage of olive fruits on the quality of virgin olive oil. Food Chem 2025; 478:143640. [PMID: 40054207 DOI: 10.1016/j.foodchem.2025.143640] [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: 08/28/2024] [Revised: 02/18/2025] [Accepted: 02/25/2025] [Indexed: 04/06/2025]
Abstract
Olives are prone to deterioration during storage, and suitable storage conditions must, therefore, be established to maintain the quality of the fruit and oil. This study investigated the effect of storing olives at room temperature (23 ± 2 °C), refrigerated (4 °C), and frozen (-20 °C) conditions for 7 d on the quality of virgin olive oil (VOO). No significant differences (p < 0.05) were observed in the fatty acid, squalene, and phytosterol content of VOO across the three storage conditions. Room temperature storage produced the highest oil yield but resulted in 'fermentation' and 'moldy' off-flavors. Refrigerated VOO retained a more intense 'grass' aroma and higher levels of pigments, α-tocopherol, and total phenols. In contrast, freezing led to significant losses in these components and produced the lowest oil yield. For optimal oil quality, olives should be stored at 4 °C if storage exceeds 24 h.
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Affiliation(s)
- Hongli Li
- Shaanxi Union Research Center of University and Enterprise for Functional Oil Engineering Technology, College of Food Science and Engineering, Northwest A&F University, 22 Xinong Road, Yangling 712100, Shaanxi, PR China
| | - Na Zhang
- Shaanxi Union Research Center of University and Enterprise for Functional Oil Engineering Technology, College of Food Science and Engineering, Northwest A&F University, 22 Xinong Road, Yangling 712100, Shaanxi, PR China
| | - Jie Qiang
- Shaanxi Guanzhongyoufang Oil Co., Ltd, Baoji 721000, Shaanxi, PR China
| | - Yongsheng Cao
- Shaanxi Guanzhongyoufang Oil Co., Ltd, Baoji 721000, Shaanxi, PR China
| | - Guoyi Qu
- Shaanxi Guanzhongyoufang Oil Co., Ltd, Baoji 721000, Shaanxi, PR China
| | - Xiuzhu Yu
- Shaanxi Union Research Center of University and Enterprise for Functional Oil Engineering Technology, College of Food Science and Engineering, Northwest A&F University, 22 Xinong Road, Yangling 712100, Shaanxi, PR China.
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2
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Derardja AE, Pretzler M, Barkat M, Dassamiour S, Rompel A. Enzymatic browning in fresh extra virgin olive oil (EVOO): Detection of polyphenol oxidase, assessing moisture impact, and revealing the anti-browning capacity of EVOO. Food Chem 2025; 472:142582. [PMID: 39855134 DOI: 10.1016/j.foodchem.2024.142582] [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: 10/09/2024] [Revised: 12/03/2024] [Accepted: 12/18/2024] [Indexed: 01/27/2025]
Abstract
This study investigates the presence of active olive polyphenol oxidase (OePPO) in freshly extracted extra virgin olive oil (EVOO) and its role in triggering enzymatic browning during EVOO storage. OePPO's presence in EVOO was validated through its distinct molecular weights observed in SDS-PAGE gels. The generation of quinones in EVOO was tracked spectrophotometrically over a storage period of one month, revealing browning reactions, particularly in the early days of storage, followed by a decline concurrent with water sedimentation. Introducing various water percentages into EVOO revealed the critical and proportional impact of moisture content on enzymatic browning. Microscopic examination showed the formation of colloidal matter around water microdroplets suspected to accommodate browning reactions. The reduction of EVOO moisture content to < 0.15 % coincided with a progressive decrease in browning across all samples, hinting at a potential anti-browning capacity of EVOO. A novel analytical method is proposed to evaluate EVOO's anti-browning capacity, utilizing chemically oxidized 4-tert-butylcatechol (TBC) quinones. After one month of storage, a significant decrease in total phenols and antioxidant activity proportional to the moisture content and enzymatic browning was noted in EVOO samples. To prevent such losses, the EVOO extraction process should effectively minimize moisture content to less than 0.15 %.
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Affiliation(s)
- Ala Eddine Derardja
- Universität Wien, Fakultät für Chemie, Institut für Biophysikalische Chemie, Josef-Holaubek-Platz 2, 1090 Wien, Austria; Laboratoire Bioqual, INATAA, Université Constantine 1, Frères Mentouri, Route de Ain El-Bey, 25000 Constantine, Algeria
| | - Matthias Pretzler
- Universität Wien, Fakultät für Chemie, Institut für Biophysikalische Chemie, Josef-Holaubek-Platz 2, 1090 Wien, Austria
| | - Malika Barkat
- Laboratoire Bioqual, INATAA, Université Constantine 1, Frères Mentouri, Route de Ain El-Bey, 25000 Constantine, Algeria
| | - Saliha Dassamiour
- Department of Microbiology and Biochemistry, Faculty of Natural and Life Sciences, Université Batna 2, 53, Route de Constantine, Fesdis, Batna 05078, Algeria
| | - Annette Rompel
- Universität Wien, Fakultät für Chemie, Institut für Biophysikalische Chemie, Josef-Holaubek-Platz 2, 1090 Wien, Austria.
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3
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Lazarou K, Tsagkaris AS, Drakopoulou S, Kyriakopoulos AM, Martakos I, Pentogenis M, Glyniadaki M, Kritikou E, Koupa A, Kostakis M, Proestos C, Dasenaki M, Maragou N, Thomaidis N. Long-term stability of extra virgin olive oil: effects of filtration and refrigeration storage on the Kolovi variety. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:9673-9683. [PMID: 39118447 DOI: 10.1002/jsfa.13792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 03/24/2024] [Accepted: 07/20/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND The composition of extra virgin olive oil (EVOO) defines its sensory, nutritional, and human health benefits, and distinguishes it as a key component of the Mediterranean diet. Nevertheless, EVOO constituents are susceptible to degradation during processing and storage, which reduces the olive oil's quality and limits its shelf life. The present study investigated the effect of molecular filtration before storage and the effect of cool storage at 4 °C on the stability of 'Kolovi' EVOO, a variety originating from the Greek island of Lesvos, over a 24 month period. RESULTS Storing EVOO at 4 °C positively affected free acidity, peroxide value, K268, fruity qualities, and concentrations of hydroxytyrosol, tyrosol, ligstroside aglycone, lutein, and squalene, in comparison with the control sample stored at room temperature, particularly after 1 year. Molecular filtration significantly affected the ratio of unsaturated fatty acids to saturated fatty acids (UFAs/SFAs). Optimal preservation of parameters such as acidity value and lutein content was achieved by combining molecular filtration with refrigeration. CONCLUSIONS The present study recommends storing EVOO in the refrigerator for up to 18 months. Based on the regulatory limits of the quality characteristics of acidity, peroxide value, K232 value and fruity sensory attributes, the shelf-life of the protected geographical indication (PGI) 'Kolovi' EVOO can reach 2 years under cool storage (4 °C) and with molecular filtration before storage. © 2024 The Author(s). Journal of the Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Konstantina Lazarou
- Food Chemistry Laboratory, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Aristeidis S Tsagkaris
- Department of Food Analysis and Nutrition, Faculty of Food and Biochemical Technology, University of Chemistry and Technology Prague, Prague, Czech Republic
| | - Sofia Drakopoulou
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Ioannis Martakos
- Food Chemistry Laboratory, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Michalis Pentogenis
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Glyniadaki
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Evangelia Kritikou
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Anastasia Koupa
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Marios Kostakis
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Charalampos Proestos
- Food Chemistry Laboratory, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Marilena Dasenaki
- Food Chemistry Laboratory, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Niki Maragou
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
| | - Nikolaos Thomaidis
- Analytical Chemistry Laboratory, Chemistry Department, National and Kapodistrian University of Athens, Athens, Greece
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De Santis D, Ferri S, Milana G, Turchetti G, Modesti M. Stability of monovarietal Sicilian olive oils under different storage condition: Chemical composition, sensory characteristics, and consumer preference. Heliyon 2024; 10:e29833. [PMID: 38699013 PMCID: PMC11064150 DOI: 10.1016/j.heliyon.2024.e29833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/12/2024] [Accepted: 04/16/2024] [Indexed: 05/05/2024] Open
Abstract
Monovarietal olive oils, known for their distinct aromatic profiles, face challenges in preserving their initial quality due to variations in stability and susceptibility to oxidative deterioration. This study focused on the storage stability of two Italian cultivars, 'Biancolilla' and 'Cerasuola', from Sicily, chosen for their aromatic complexity and divergent storage stability. Oils, whether filtered or unfiltered, underwent storage at two thermal regimes (18 °C and - 20 °C) over a year. The combination of filtration and low-temperature storage was employed to mitigate oxidative deterioration and hydrolytic processes, as filtration removes suspended particles and emulsified water, while low temperatures slow down enzymatic activities and oxidative reactions, thereby enhancing the overall stability and shelf life of the olive oils. Unfiltered samples at room temperature showed a significant increase in secoiridoid aglycone derivatives (Hydroxytyrosol and Tyrosol) due to hydrolytic processes, along with a decrease in secoiridoid aglycone. Filtration delayed these processes, with a more pronounced effect observed when combined with -20 °C storage. Sensory analysis identified the emergence of the "fusty" defect in the less resilient 'Biancolilla' cultivar after six months, a phenomenon mitigated by filtration and freezing. Consumer tests validated these findings. In summary, the synergistic approach of combining filtration with low-temperature storage emerges as a promising strategy for maintaining high-quality standards, especially for less stable monovarietal extra virgin olive oils. This strategy ensures compliance with EU regulations beyond the conventional 12-month shelf life, offering a practical solution for preserving the nutritional and sensory quality of olive oil.
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Affiliation(s)
- Diana De Santis
- Department for Innovation in the Biological, Agrofood and Forestry Systems, University of Tuscia, Via S. C. de Lellis, 01100, Viterbo, Italy
| | - Serena Ferri
- Department for Innovation in the Biological, Agrofood and Forestry Systems, University of Tuscia, Via S. C. de Lellis, 01100, Viterbo, Italy
| | - Giorgio Milana
- Department for Innovation in the Biological, Agrofood and Forestry Systems, University of Tuscia, Via S. C. de Lellis, 01100, Viterbo, Italy
| | - Giovanni Turchetti
- Department for Innovation in the Biological, Agrofood and Forestry Systems, University of Tuscia, Via S. C. de Lellis, 01100, Viterbo, Italy
| | - Margherita Modesti
- Department for Innovation in the Biological, Agrofood and Forestry Systems, University of Tuscia, Via S. C. de Lellis, 01100, Viterbo, Italy
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5
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Olmo-Cunillera A, Pérez M, López-Yerena A, Abuhabib MM, Ninot A, Romero-Aroca A, Vallverdú-Queralt A, Lamuela-Raventós RM. Oleacein and Oleocanthal: Key Metabolites in the Stability of Extra Virgin Olive Oil. Antioxidants (Basel) 2023; 12:1776. [PMID: 37760079 PMCID: PMC10525235 DOI: 10.3390/antiox12091776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 09/05/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
The oxidative stability of extra virgin olive oil (EVOO) depends on its composition, primarily, phenolic compounds and tocopherols, which are strong antioxidants, but also carotenoids, squalene, and fatty acids contribute. The aim of this study was to evaluate the effect of malaxation conditions and olive storage on the composition of 'Corbella' EVOO produced in an industrial mill to determine which parameters and compounds could give more stable oils. Although a longer malaxation time at a higher temperature and olive storage had a negative effect on the content of α-tocopherol, squalene, flavonoids, lignans, phenolic acids, and phenolic alcohols, the antioxidant capacity and oxidative stability of the oil were improved because of an increase in the concentration of oleacein (56-71%) and oleocanthal (42-67%). Therefore, these two secoiridoids could be crucial for better stability and a longer shelf life of EVOOs, and their enhancement should be promoted. A synergistic effect between secoiridoids and carotenoids could also contribute to EVOO stability. Additionally, 'Corbella' cultivar seems to be a promising candidate for the production of EVOOs with a high oleic/linoleic ratio. These findings signify a notable advancement and hold substantial utility and significance in addressing and enhancing EVOO stability.
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Affiliation(s)
- Alexandra Olmo-Cunillera
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, Catalonia Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, 08028 Barcelona, Spain; (A.O.-C.); (M.P.); (A.L.-Y.); (M.M.A.); (A.V.-Q.)
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Maria Pérez
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, Catalonia Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, 08028 Barcelona, Spain; (A.O.-C.); (M.P.); (A.L.-Y.); (M.M.A.); (A.V.-Q.)
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Anallely López-Yerena
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, Catalonia Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, 08028 Barcelona, Spain; (A.O.-C.); (M.P.); (A.L.-Y.); (M.M.A.); (A.V.-Q.)
| | - Mohamed M. Abuhabib
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, Catalonia Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, 08028 Barcelona, Spain; (A.O.-C.); (M.P.); (A.L.-Y.); (M.M.A.); (A.V.-Q.)
| | - Antònia Ninot
- Institute of Agrifood Research and Technology (IRTA), Fruit Science Program, Olive Growing and Oil Technology Research Team, 43120 Constantí, Spain; (A.N.); (A.R.-A.)
| | - Agustí Romero-Aroca
- Institute of Agrifood Research and Technology (IRTA), Fruit Science Program, Olive Growing and Oil Technology Research Team, 43120 Constantí, Spain; (A.N.); (A.R.-A.)
| | - Anna Vallverdú-Queralt
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, Catalonia Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, 08028 Barcelona, Spain; (A.O.-C.); (M.P.); (A.L.-Y.); (M.M.A.); (A.V.-Q.)
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Rosa Maria Lamuela-Raventós
- Polyphenol Research Group, Department of Nutrition, Food Science and Gastronomy, Catalonia Food Innovation Network (XIA), Faculty of Pharmacy and Food Sciences, Institute of Nutrition and Food Safety (INSA-UB), University of Barcelona, 08028 Barcelona, Spain; (A.O.-C.); (M.P.); (A.L.-Y.); (M.M.A.); (A.V.-Q.)
- CIBER Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III, 28029 Madrid, Spain
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6
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Boudebouz A, Romero A, Hermoso JF, Boqué R, Mestres M. Effect of Hopper Loading on the Formation of Alkyl Alcohols in Olive Fruits and Its Relationship with Sensory Quality Losses of Virgin Olive Oil. Foods 2023; 12:2633. [PMID: 37444371 DOI: 10.3390/foods12132633] [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: 05/26/2023] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 07/15/2023] Open
Abstract
The storage of olives in large hoppers is a widespread practice in oil mills, but these large volumes and their unloading can cause a physical deterioration of the olives that will affect the quality of the oil obtained. This research deals with the effect of hopper charge on the formation of alkyl alcohols in olive fruits and its relationship with the sensory quality losses of 'Arbequina' virgin olive oil. The contents of ethanol, methanol, and acetaldehyde were measured in olive samples loaded and stored for a short time in a large hopper and analyzed at three different hopper-discharging times, which are related to three different positions inside the hopper. The corresponding oil from each sampling was obtained by using ABENCOR and was evaluated by a trained tasting panel. Results showed that the ethanol content in olives increased during their storage in the hopper, while methanol and acetaldehyde contents did not show significant differences. Regarding their position in the hopper, fruits located at the bottom or on the lateral sides showed a greater deterioration. The sensory analyses showed an inverse relationship between the positive attributes of olive oils and their content of alcohols.
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Affiliation(s)
- Abdelaziz Boudebouz
- Department of Analytical Chemistry and Organic Chemistry, Universitat Rovira i Virgili (URV)-Chemometrics and Sensorics for Analytical Solutions Group (ChemoSens), Campus Sescelades, 43007 Tarragona, Spain
- Institut de Recerca i Tecnologia Agroalimentària (IRTA-Mas de Bover), Ctra Reus-El Morell Km 3.8, 43120 Constantí, Spain
| | - Agustí Romero
- Institut de Recerca i Tecnologia Agroalimentària (IRTA-Mas de Bover), Ctra Reus-El Morell Km 3.8, 43120 Constantí, Spain
| | - Juan-F Hermoso
- Institut de Recerca i Tecnologia Agroalimentària (IRTA-Mas de Bover), Ctra Reus-El Morell Km 3.8, 43120 Constantí, Spain
| | - Ricard Boqué
- Department of Analytical Chemistry and Organic Chemistry, Universitat Rovira i Virgili (URV)-Chemometrics and Sensorics for Analytical Solutions Group (ChemoSens), Campus Sescelades, 43007 Tarragona, Spain
| | - Montserrat Mestres
- Department of Analytical Chemistry and Organic Chemistry, Universitat Rovira i Virgili (URV)-Chemometrics and Sensorics for Analytical Solutions Group (ChemoSens), Campus Sescelades, 43007 Tarragona, Spain
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7
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Dahdouh A, Khay I, Le Brech Y, El Maakoul A, Bakhouya M. Olive oil industry: a review of waste stream composition, environmental impacts, and energy valorization paths. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:45473-45497. [PMID: 36800088 DOI: 10.1007/s11356-023-25867-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 02/07/2023] [Indexed: 02/18/2023]
Abstract
The olive oil production is a key economic sector for the producing countries, mainly in the Mediterranean region. However, the worldwide increasing oil production led to the generation of huge amounts of wastes detrimental for the environment. Therefore, efficient and sustainable management of olive industry wastes has recently acquired significant interest in the scientific research community. In the actual world energy context, various studies dealt with the valorization of the solid/liquid waste streams obtained from the discontinuous/continuous extraction of olive oil for energy purposes. The application of waste-to-energy treatments to these effluents can turn them out into an important energy resource. This review article presents the main used oil extraction techniques and their related research developments. The characterization of the generated wastes and the factors behind their bad environmental impacts are highlighted. Relevant research works related to biochemical and thermochemical conversion of olive mill wastes are extensively reviewed and discussed in terms of product yields and composition. A recent update of the studies addressing olive industry waste applications for energy production is also given. This investigation revealed a lack of studies in relation to the hydrothermal processing of olive mill wastes. Despite their suitability for this process (e.g., high moisture content), few papers have investigated the hydrothermal conversion of these waste streams. This scientific gap opens a very interesting research direction, which has to be further investigated.
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Affiliation(s)
- Akram Dahdouh
- International University of Rabat, College of Engineering and Architecture, LERMA Lab, 11 100, Sala Al Jadida, Morocco. .,Laboratoire Réactions et Génie des Procédés, CNRS, Université de Lorraine, 1 rue Grandville, 54 000, Nancy, France.
| | - Ismail Khay
- International University of Rabat, College of Engineering and Architecture, LERMA Lab, 11 100, Sala Al Jadida, Morocco
| | - Yann Le Brech
- Laboratoire Réactions et Génie des Procédés, CNRS, Université de Lorraine, 1 rue Grandville, 54 000, Nancy, France
| | - Anas El Maakoul
- International University of Rabat, College of Engineering and Architecture, LERMA Lab, 11 100, Sala Al Jadida, Morocco
| | - Mohamed Bakhouya
- International University of Rabat, College of Engineering and Architecture, LERMA Lab, 11 100, Sala Al Jadida, Morocco
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8
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Gonçalves TR, Galastri Teixeira G, Santos PM, Matsushita M, Valderrama P. Excitation-Emission matrices and PARAFAC in the investigation of the bioactive compound effects from the flavoring process in olive oils. Microchem J 2022. [DOI: 10.1016/j.microc.2022.108360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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9
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Figorilli S, Violino S, Moscovini L, Ortenzi L, Salvucci G, Vasta S, Tocci F, Costa C, Toscano P, Pallottino F. Olive Fruit Selection through AI Algorithms and RGB Imaging. Foods 2022; 11:3391. [PMID: 36360004 PMCID: PMC9654739 DOI: 10.3390/foods11213391] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/24/2022] [Accepted: 10/25/2022] [Indexed: 07/30/2023] Open
Abstract
(1) Background: Extra virgin olive oil production is strictly influenced by the quality of fruits. The optical selection allows for obtaining high quality oils starting from batches with different qualitative characteristics. This study aims to test a CNN algorithm in order to assess its potential for olive classification into several quality classes for industrial purposes, specifically its potential integration and sorting performance evaluation. (2) Methods: The acquired samples were all subjected to visual analysis by a trained operator for the distinction of the products in five classes related to the state of external veraison and the presence of visible defects. The olive samples were placed at a regular distance and in a fixed position on a conveyor belt that moved at a constant speed of 1 cm/s. The images of the olives were taken every 15 s with a compact industrial RGB camera mounted on the main frame in aluminum to allow overlapping of the images, and to avoid loss of information. (3) Results: The modelling approaches used, all based on AI techniques, showed excellent results for both RGB datasets. (4) Conclusions: The presented approach regarding the qualitative discrimination of olive fruits shows its potential for both sorting machine performance evaluation and for future implementation on machines used for industrial sorting processes.
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Affiliation(s)
- Simone Figorilli
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Simona Violino
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Lavinia Moscovini
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Luciano Ortenzi
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Giorgia Salvucci
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
- Dipartimento Di Ingegneria Civile e Ingegneria Informatica, Università Degli Studi di Roma “Tor Vergata”, Via del Politecnico 1, 00133 Rome, Italy
| | - Simone Vasta
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Francesco Tocci
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Corrado Costa
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
| | - Pietro Toscano
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via Milano, 43, 24047 Treviglio, Italy
| | - Federico Pallottino
- Consiglio per la Ricerca in Agricoltura e l’Analisi dell’Economia Agraria (CREA)—Centro di Ricerca Ingegneria e Trasformazioni Agroalimentari, Via della Pascolare 16, Monterotondo, 00015 Rome, Italy
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10
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Lombardo L, Farolfi C, Tombesi S, Novelli E, Capri E. Development of a sustainability technical guide for the Italian olive oil supply chain. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 820:153332. [PMID: 35074385 DOI: 10.1016/j.scitotenv.2022.153332] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 01/17/2022] [Accepted: 01/18/2022] [Indexed: 06/14/2023]
Abstract
Italian olive growing must aim at the transition to economically and environmentally sustainable management systems, linked to premium quality production and to a recognized and remunerated context of biodiversity conservation in compliance with the provisions of the European Union New Green Deal and United Nations Agenda 2030. To assist and facilitate companies in this step, a sustainability technical guide for the Italian olive oil supply chain has been developed, with reference to the four pillars of sustainability. The guide, consisting of 42 requirements, was submitted to 18 olive farms from 8 different Italian regions participating in this pilot study, to assess their level of total sustainability and to receive feedbacks throughout the drafting process. Taken as a whole, the companies have proved to be virtuous in meeting the requirements provided, with percentages of compliance ranging from 86 to 96% according to pillar and from 70 to 100% according to company and showed a remarkable spirit of collaboration and involvement in the construction of the guide. In this regard, the text is aimed to represent a participatory standard for Italian institutions and for other olive countries.
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Affiliation(s)
- Luca Lombardo
- Department for Sustainable Food Process, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy.
| | - Camilla Farolfi
- Department for Sustainable Food Process, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
| | - Sergio Tombesi
- Department of Agronomy, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
| | - Elisa Novelli
- Oleificio Zucchi, Via Acquaviva, 12, 26100 Cremona, Italy
| | - Ettore Capri
- European Observatory on Sustainable Agriculture (OPERA), Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy.
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Lozano‐Castellón J, López‐Yerena A, Domínguez‐López I, Siscart‐Serra A, Fraga N, Sámano S, López‐Sabater C, Lamuela‐Raventós RM, Vallverdú‐Queralt A, Pérez M. Extra virgin olive oil: A comprehensive review of efforts to ensure its authenticity, traceability, and safety. Compr Rev Food Sci Food Saf 2022; 21:2639-2664. [DOI: 10.1111/1541-4337.12949] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 02/28/2022] [Accepted: 03/04/2022] [Indexed: 01/19/2023]
Affiliation(s)
- Julián Lozano‐Castellón
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Anallely López‐Yerena
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Inés Domínguez‐López
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Aina Siscart‐Serra
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Nathalia Fraga
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Samantha Sámano
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
| | - Carmen López‐Sabater
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Rosa M Lamuela‐Raventós
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Anna Vallverdú‐Queralt
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y la Nutrición (CIBERObn) Instituto de Salud Carlos III (ISCIII) Madrid Spain
| | - Maria Pérez
- Department of Nutrition, Food Science and Gastronomy, XIA, Faculty of Pharmacy and Food Sciences Institute of Nutrition and Food Safety (INSA‐UB) University of Barcelona Barcelona Spain
- Laboratory of Organic Chemistry, Faculty of Pharmacy and Food Sciences University of Barcelona Barcelona Spain
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