Document Type : Research Article-en
Authors
1 Department of Agricultural Machinery Engineering, Sonqor Agriculture Faculty, Razi University, Kermanshah, Iran
2 Department of Biosystem Engineering, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran
3 Mechanical Engineering of Biosystems Department, Razi University, Kermanshah, Iran
Abstract
In this study, ultrasonic radiation (US), packaging film, controlled atmosphere packaging, and controlled storage temperature were utilized for tomaoto packaging. Prior to packaging, the samples underwent ultrasonic treatment and were subsequently packed using polyethylene film (PE) and polyethylene film equipped with 2% nanoclay particles (Nano film) under both normal atmospheric conditions and modified atmosphere (MA) (5% O2 + 3% CO2). These tomatoes were stored at 25°C and 4°C for 28 days. Weekly assessments of storage properties included an examination of physical aspects such as moisture and color indices, chemical factors like pH, total soluble solids (TSS), lycopene, and total phenolic content, as well as mechanical properties encompassing penetration force and elastic modulus. The results indicated that the storage had a detrimental effect on the trends of property changes. Utilizing a modified atmosphere, appropriate storage temperatures, and applying ultrasonic treatment and Nanofilm were found to regulate specific properties effectively. Statistical analysis revealed a significant impact of the applied treatments on most properties at both the 1% and 5% significance levels. On the other hand, an Artificial Neural Network (ANN) was employed for data prediction, and the results showed that the best structure in predicting the physical, mechanical, and chemical properties was 5-10-11. O2 and CO2 were predicted with high accuracy with R2 = 0.93 and R2 = 0.86, respectively, which has shown the accurate performance of the ANN in predicting the data with the selected structure.
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Main Subjects
©2025 The author(s). This is an open access article distributed under Creative Commons Attribution 4.0 International License (CC BY 4.0)
- Álvarez-Hernández, M. H., Martínez-Hernández, G. B., Castillejo, N., Martínez, J. A., & Artés-Hernández, F. (2021). Development of an antifungal active packaging containing thymol and an ethylene scavenger. Validation during storage of cherry tomatoes. Food Packaging and Shelf Life, 29, 100734. https://doi.org/10.1016/j.fpsl.2021.100734
- Cai, M., Zhong, H., Ma, Q., Yang, K., & Sun, P. (2022). Physicochemical and microbial quality of Agaricus bisporus packaged in nano-SiO2/TiO2 loaded polyvinyl alcohol films. Food Control, 131, 108452. https://doi.org/10.1016/j.foodcont.2021.108452
- Castellanos, D. A., Cerisuelo, J. P., Hernandez-Muñoz, P., Herrera, A. O., & Gavara, R. (2016). Modelling the evolution of O2 and CO2 concentrations in MAP of a fresh product: Application to tomato. Journal of Food Engineering, 168, 84-95. https://doi.org/10.1016/j.jfoodeng.2015.07.019
- D’Aquino, S., Mistriotis, A., Briassoulis, D., Di Lorenzo, M. L., Malinconico, M., & Palma, A. (2016). Influence of modified atmosphere packaging on postharvest quality of cherry tomatoes held at 20°C. Postharvest Biology and Technology, 115, 103-112. https://doi.org/10.1016/j.postharvbio.2015.12.014
- Fagundes, C., Moraes, K., Pérez-Gago, M. B., Palou, L., Maraschin, M., & Monteiro, A. R. (2015). Effect of active modified atmosphere and cold storage on the postharvest quality of cherry tomatoes. Postharvest Biology and Technology, 109, 73-81. https://doi.org/10.1016/j.postharvbio.2015.05.017
- Fan, K., Zhang, M., & Jiang, F. (2019). Ultrasound treatment to modified atmospheric packaged fresh-cut cucumber: Influence on microbial inhibition and storage quality. Ultrasonics Sonochemistry, 54, 162-170. https://doi.org/10.1016/j.ultsonch.2019.02.003
- Fish, W. W., Perkins-Veazie, P., & Collins, J. K. (2002). A Quantitative Assay for Lycopene That Utilizes Reduced Volumes of Organic Solvents. Journal of Food Composition and Analysis, 15(3), 309-317. https://doi.org/10.1006/jfca.2002.1069
- Gholami, R., Aghili nategh, N., & Rabbani, H. (2023). Evaluation the effects of temperature and packaging conditions on the quality of button mushroom during storage using e-nose system. Journal of Food Science and Technology. https://doi.org/10.1007/s13197-023-05682-7
- Gholami, R., Ahmadi, E., & Ahmadi, S. (2020). Investigating the effect of chitosan, nanopackaging, and modified atmosphere packaging on physical, chemical, and mechanical properties of button mushroom during storage. Food Science & Nutrition, 8(1), 224-236. https://doi.org/10.1002/fsn3.1294
- Gholami, R., Ahmadi, E., & Farris, S. (2017). Shelf life extension of white mushrooms (Agaricus bisporus) by low temperatures conditioning, modified atmosphere, and nanocomposite packaging material. Food Packaging and Shelf Life, 14, 88-95. https://doi.org/10.1016/j.fpsl.2017.09.001
- Heydarian, A., Ahmadi, E., Dashti, F., & Normohammadi, A. (2022). Evaluation of Mechanical and Chemical Parameters of Okra with Chitosan Coating in Nano Packaging Films and Atmospheric Modified Conditions. Journal of Agricultural Machinery, 12(4), 600-612. (in Persian with English abstract). https://doi.org/10.22067/jam.2021.69257.1027
- Kaewklin, P., Siripatrawan, U., Suwanagul, A., & Lee, Y. S. (2018). Active packaging from chitosan-titanium dioxide nanocomposite film for prolonging storage life of tomato fruit. International Journal of Biological Macromolecules, 112, 523-529. https://doi.org/10.1016/j.ijbiomac.2018.01.124
- Lan, W., Zhang, R., Ahmed, S., Qin, W., & Liu, Y. (2019). Effects of various antimicrobial polyvinyl alcohol/tea polyphenol composite films on the shelf life of packaged strawberries. LWT, 113, 108297. https://doi.org/10.1016/j.lwt.2019.108297
- Olveira-Bouzas, V., Pita-Calvo, C., Lourdes Vázquez-Odériz, M., & Ángeles Romero-Rodríguez, M. (2021). Evaluation of a modified atmosphere packaging system in pallets to extend the shelf-life of the stored tomato at cooling temperature. Food Chemistry, 364, 130309. https://doi.org/10.1016/j.foodchem.2021.130309
- Osae, R., Apaliya, M. T., Alolga, R. N., Kwaw, E., Otu, P. N. Y., & Akaba, S. (2022). Influence of shea butter, bee wax and cassava starch coatings on enzyme inactivation, antioxidant properties, phenolic compounds and quality retention of tomato (Solanum lycopersicum) fruits. Applied Food Research, 2(1), 100041. https://doi.org/10.1016/j.afres.2022.100041
- Paulsen, E., Barrios, S., & Lema, P. (2019). Ready-to-eat cherry tomatoes: Passive modified atmosphere packaging conditions for shelf life extension. Food Packaging and Shelf Life, 22, 100407. https://doi.org/10.1016/j.fpsl.2019.100407
- Sangwanangkul, P., Bae, Y.-S., Lee, J.-S., Choi, H.-J., Choi, J.-W., & Park, M.-H. (2017). Short-term pretreatment with high CO2 alters organic acids and improves cherry tomato quality during storage. Horticulture, Environment, and Biotechnology, 58(2), 127-135. https://doi.org/10.1007/s13580-017-0198-x
- Singleton, V. L., & Joseph A. Rossi, Jr. (1965). Colorimetry of Total Phenolics with Phosphomolybdic-Phosphotungstic Acid Reagents. American Journal of Enology and Viticulture, 16(3), 144. https://doi.org/10.5344/ajev.1965.16.3.144
- Sridhar, K., Makroo, H. A., & Srivastava, B. (2022). Effect of Cold-and Hot-Break Heat Treatments on the Physicochemical Characteristics of Currant Tomato (Solanum pimpinellifolium) Pulp and Paste. Foods, 11(12), 1730.
- Tavar, M., Rabbami, H., Gholami, R., Ahmadi, E., & Kurtulmus, F. (2024). Investigating the Effect of Packaging Conditions on the Properties of Peeled Garlic by Using Artificial Neural Network (ANN). Packaging Technology and Science, 37(8), 755-767.
- Taye, A. M., Tilahun, S., Seo, M. H., Park, D. S., & Jeong, C. S. (2019). Effects of 1-MCP on Quality and Storability of Cherry Tomato (Solanum lycopersicum). Horticulturae, 5(2). https://doi.org/10.3390/horticulturae5020029
- Tilahun, S., Lee, Y. M., Choi, H. R., Baek, M. W., Lee, J.-S., Park, D. S., ..., & Jeong, C. S. (2021). Modified atmosphere packaging combined with CO2 and 1-methylcyclopropene prolong the storability and maintain antioxidant properties of cherry tomato. Scientia Horticulturae, 288, 110401. https://doi.org/10.1016/j.scienta.2021.110401
- Uba, F., Esandoh, E. O., Zogho, D., & Anokye, E. G. (2020). Physical and mechanical properties of locally cultivated tomatoes in Sunyani, Ghana. Scientific African, 10, e00616. https://doi.org/10.1016/j.sciaf.2020.e00616
- Walubengo, D., Orina, I., Kubo, Y., & Owino, W. (2022). Physico-chemical and postharvest quality characteristics of intra and interspecific grafted tomato fruits. Journal of Agriculture and Food Research, 7, 100261. https://doi.org/10.1016/j.jafr.2021.100261
- Zhao, Y., Li, L., Gao, S., Wang, S., Li, X., & Xiong, X. (2023). Postharvest storage properties and quality kinetic models of cherry tomatoes treated by high-voltage electrostatic fields. LWT, 176, 114497. https://doi.org/10.1016/j.lwt.2023.114497
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