Predicting the optimum harvesting dates for different exotic apple varieties grown under North Western Himalayan regions through acoustic and machine vision techniques

Food Chemistry: X - Tập 19 - Trang 100754 - 2023
Nazrana Rafique Wani1, Syed Zameer Hussain1, Gopinath Bej2, Bazila Naseer1, Mushtaq Beigh1, Ufaq Fayaz1, Tamal Dey2, Abhra Pal2, Amitava Akuli2, Alokesh Ghosh2, B.S. Dhekale3, Fehim J. Wani4
1Division of Food Science and Technology, Sher-e-Kashmir University of Agriculture Sciences and Technology of Kashmir, Shalimar 190025, India
2Centre for Development of Advanced Computing (C-DAC), Kolkata, India
3Division of Agricultural Statistics, Sher‐e‐Kashmir University of Agricultural Sciences and Technology (SKUAST) Kashmir, Shalimar 190025, India
4Division of Agricultural Economics & Statistics, Faculty of Agriculture, Wadura, SKUAST-Kashmir, J&K, India

Tài liệu tham khảo

Ali, 2022, Non-destructive methods for detection of food quality, 645 Bhat, 2012, Effect of harvest dates, pre harvest calcium sprays and storage period on physico-chemical characteristics of pear cv, Bartlett. Journal of Agricultural Research and Development, 2, 101 Blasco, 2003, Machine vision system for automatic quality grading of fruit, Biosystems engineering, 85, 415, 10.1016/S1537-5110(03)00088-6 Brookfield, 1997, Starch degradation and starch pattern indices; interpretation and relationship to maturity, Postharvest Biology and Technology, 11, 23, 10.1016/S0925-5214(97)01416-6 Chalidabhongse, 2006, 2D/3D vision-based mango's feature extraction and sorting, 1 Chalise, 2019, Determination of optimum harvesting date for ‘royal delicious’ apple (Malus domestica Borkh.) at Jumla, Nepal, International Journal of Advanced Research in Biological Sciences, 6, 131 Crisosto, 1994, Stone fruit maturity indices: A descriptive, Postharvest News and Information, 5 Dar, 2019, Peel colour in apple (Malus domestica Borkh.): An economic quality parameter in fruit market, Scientia Horticulturae, 244, 50, 10.1016/j.scienta.2018.09.029 Delwiche, 1983, Ground color measurements of peach, Journal of the American Society for Horticultural Science, 108, 1012, 10.21273/JASHS.108.6.1012 Doryanizadeh, 2017, Estimation of postharvest quality of “red delicious” apple fruits based on fruit nutrient elements composition, Journal of Agricultural Science, 9, 164, 10.5539/jas.v9n1p164 Farcuh, M., 2021. Fruit Harvest—Determining Apple Fruit Maturity and Optimal Harvest Date. Fathizadeh, 2020, Nondestructive firmness prediction of apple fruit using acoustic vibration response, Scientia Horticulturae, 262, 10.1016/j.scienta.2019.109073 Ghafir, 2009, Physiological and anatomical comparison between four different apple cultivars under cold-storage conditions, Acta Biologica Szegediensis, 53, 21 Ghinea, 2022, Physico-chemical and sensory quality of oven-dried and dehydrator-dried apples of the Starkrimson, golden delicious and Florina cultivars, Applied Sciences, 12, 2350, 10.3390/app12052350 Gururaj, 2022, Deep grading of mangoes using Convolutional Neural Network and Computer Vision, Multimedia Tools and Applications, 1 Guz, T., Kobus, Z., Nadulski, R., Rydzak, L., 2017. Evaluation of Streif’s Index Values During Maturation of Two Apple Cultivars. Icka, 2014, Assessment of harvest time for red delicious cv. though harvest indexes in AlbAniA, Bulgarian Journal of Agricultural Science, 20, 628 Iglesias, 2012, Fruit color development, anthocyanin content, standard quality, volatile compound emissions and consumer acceptability of several ‘Fuji’ apple strains, Scientia Horticulturae, 137, 138, 10.1016/j.scienta.2012.01.029 Jemrić, T., Fruk, I., Fruk, M., Radman, S., Sinkovič, L., Fruk, G., 2016. Bitter pit in apples: pre-and postharvest factors: A review. Spanish Journal of Agricultural Research, Madri, v.14, n.4, 1-12, 2016. Kim, 2022, Application of a Texture Analyzer friction rig to evaluate complex texture attributes in apples, Postharvest Biology and Technology, 186, 10.1016/j.postharvbio.2021.111820 Kviklienė, 2009, Influence of maturity stage on fruit quality during storage of ‘Shampion’apples, Scientific Works of the Lithuanian Institute of Horticulture and Lithuanian University of Agriculture Sodininkystė Ir Daržininkystė, 28, 117 Kviklys, 2022, Apple fruit growth and quality depend on the position in tree canopy, Plants, 11, 196, 10.3390/plants11020196 Mehinagic, 2003, Relationship between sensory analysis, penetrometry and visible–NIR spectroscopy of apples belonging to different cultivars, Food quality and preference, 14, 473, 10.1016/S0950-3293(03)00012-0 Musacchi, 2018, Apple fruit quality: Overview on pre-harvest factors, Scientia Horticulturae, 234, 409, 10.1016/j.scienta.2017.12.057 Ningegowda, M. P., Kulapati Hipparagi, K. K., Awati, M., 2022. Identification of elite seedling progenies of mango (Mangifera indica L.) for the qualitative traits of the fruit and correlation studies on quality parameters under north eastern transitional zone of Karnataka. Nishani, S., Deshpande, S. and Nagajjanavar, K., 2022. A critical review of the acoustic resonance approach in food processing: A novel non-destructive technology. Overbeck, 2013, Reflective mulch enhances ripening and health compounds in apple fruit, Journal of the Science of Food and Agriculture, 93, 2575, 10.1002/jsfa.6079 Ranganna, 1986 Robert, 2008, Effect of variety and harvest date on pectin extracted from chicory roots (Cichorium intybus L.), Food Chemistry, 108, 1008, 10.1016/j.foodchem.2007.12.013 Rutkowski, 2008, Nondestructive determination of ‘Golden Delicious’ apple quality and harvest maturity, Journal of Fruit and Ornamental Plant Research, 16, 39 Shmulevich, 2003, Sensing technology for quality assessment in controlled atmospheres, Postharvest Biology and Technology, 29, 145, 10.1016/S0925-5214(03)00002-4 Singh, 2019, Physical, chemical, textural, and thermal properties of cashew apple fruit, Journal of Food Process Engineering, 42, e13094, 10.1111/jfpe.13094 Subedi, G.D., Gautam, D.M., Baral, D.R., KC, G., Paudyal, K.P., 2018.Characterization and evaluation of apple (Malus domestica Borkh) cultivars and development of appropriate postharvest technology(Doctoral dissertation, PhD Dissertation submitted to Institute of Agriculture and Animal Science, Kirtipur, Kathmandu, Nepal). Telias, 2011, 9 Regulation of Anthocyanin Accumulation in Apple Peel, Horticultural Reviews, 38, 357 Toivonen, 2008, Biochemical bases of appearance and texture changes in fresh-cut fruit and vegetables, Postharvest biology and technology, 48, 1, 10.1016/j.postharvbio.2007.09.004 Toy, 2022, Enzymatic treatment, unfermented and fermented fruit-based products: Current state of knowledge, Critical Reviews in Food Science and Nutrition, 62, 1890, 10.1080/10408398.2020.1848788 USDA, 2022. United States Department of Agriculture, Fresh Apples, Grapes, and Pears: World Markets and Trade. Virk, 2004, Extraction and characterization of pectin from apple (Malus Pumila. Cv Amri) peel waste, International Journal of Food Properties, 7, 693, 10.1081/JFP-200033095 Wang, 2022, Grading detection of “Red Fuji” apple in Luochuan based on machine vision and near-infrared spectroscopy, PLoS One1, 17, 0271352 Yousef, 2016, Effect of different harvest dates on the quality of beauty and japanese plum fruits after ripening, International Journal of Chemical and Technology Research, 9, 8 Zdunek, 2010, New contact acoustic emission detector for texture evaluation of apples, Journal of Food Engineering, 99, 83, 10.1016/j.jfoodeng.2010.02.002