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  • Open Access

    ARTICLE

    An Integrated Deep Learning Framework for Fruits Diseases Classification

    Abdul Majid1, Muhammad Attique Khan1, Majed Alhaisoni2, Muhammad Asfand E. yar3, Usman Tariq4, Nazar Hussain1, Yunyoung Nam5,*, Seifedine Kadry6

    CMC-Computers, Materials & Continua, Vol.71, No.1, pp. 1387-1402, 2022, DOI:10.32604/cmc.2022.017701

    Abstract Agriculture has been an important research area in the field of image processing for the last five years. Diseases affect the quality and quantity of fruits, thereby disrupting the economy of a country. Many computerized techniques have been introduced for detecting and recognizing fruit diseases. However, some issues remain to be addressed, such as irrelevant features and the dimensionality of feature vectors, which increase the computational time of the system. Herein, we propose an integrated deep learning framework for classifying fruit diseases. We consider seven types of fruits, i.e., apple, cherry, blueberry, grapes, peach, citrus, and strawberry. The proposed method… More >

  • Open Access

    REVIEW

    Nanotechnology-Based Advancements in Postharvest Management of Horticultural Crops

    Tarun Kumar Upadhyay1,*, V. S. Varun Kumar2, Amit Baran Sharangi3, Vijay J. Upadhye1, Fahad Khan4, Pratibha Pandey4, Mohammad Amjad Kamal5,6,7, Abrar Yasin Baba8 and Khalid Rehman Hakeem9,*

    Phyton-International Journal of Experimental Botany, Vol.91, No.3, pp. 471-487, 2022, DOI:10.32604/phyton.2022.017258

    Abstract Horticulture is a branch of Agricultural science where it is defined as the science and art of cultivating and handling fruits, vegetables, ornamental plants and several plants having unique medicinal and aromatic values. Horticultural crops provide farmers with high income and have good export quality, but they have a concern about postharvest losses. Hence, increasing productivity and decreasing post-harvest losses by using scientific studies and techniques like biotechnology and nanotechnology could be the simplest possible solution to the above-mentioned problems. Using nanotechnology which is having the characteristics of nanoparticles is proven to be very useful in science and technological applications.… More >

  • Open Access

    ARTICLE

    A Cascaded Design of Best Features Selection for Fruit Diseases Recognition

    Faiz Ali Shah1, Muhammad Attique Khan2, Muhammad Sharif1, Usman Tariq3, Aimal Khan4, Seifedine Kadry5, Orawit Thinnukool6,*

    CMC-Computers, Materials & Continua, Vol.70, No.1, pp. 1491-1507, 2022, DOI:10.32604/cmc.2022.019490

    Abstract Fruit diseases seriously affect the production of the agricultural sector, which builds financial pressure on the country's economy. The manual inspection of fruit diseases is a chaotic process that is both time and cost-consuming since it involves an accurate manual inspection by an expert. Hence, it is essential that an automated computerised approach is developed to recognise fruit diseases based on leaf images. According to the literature, many automated methods have been developed for the recognition of fruit diseases at the early stage. However, these techniques still face some challenges, such as the similar symptoms of different fruit diseases and… More >

  • Open Access

    ARTICLE

    Fruits and Vegetable Diseases Recognition Using Convolutional Neural Networks

    Javaria Amin1, Muhammad Almas Anjum2, Muhammad Sharif3, Seifedine Kadry4, Yunyoung Nam5,*

    CMC-Computers, Materials & Continua, Vol.70, No.1, pp. 619-635, 2022, DOI:10.32604/cmc.2022.018562

    Abstract As they have nutritional, therapeutic, so values, plants were regarded as important and they’re the main source of humankind’s energy supply. Plant pathogens will affect its leaves at a certain time during crop cultivation, leading to substantial harm to crop productivity & economic selling price. In the agriculture industry, the identification of fungal diseases plays a vital role. However, it requires immense labor, greater planning time, and extensive knowledge of plant pathogens. Computerized approaches are developed and tested by different researchers to classify plant disease identification, and that in many cases they have also had important results several times. Therefore,… More >

  • Open Access

    ARTICLE

    Chilling Injury, Physicochemical Properties, and Antioxidant Enzyme Activities of Red Pitahaya (Hylocereus polyrhizus) Fruits under Cold Storage Stress

    Kai Sheng1, Saichao Wei1, Jun Mei1,2,3,4,*, Jing Xie1,2,3,4,*

    Phyton-International Journal of Experimental Botany, Vol.90, No.1, pp. 291-305, 2021, DOI:10.32604/phyton.2020.012985

    Abstract Low-temperature storage is extensively used to optimize the postharvest life of various fresh fruits. However, red pitahaya (Hylocereus polyrhizus) fruits are sensitive to chilling injury (CI), which leads to the limitation of low-temperature storage. In this study, red pitahaya fruits were stored at 2, 4, 6, 8, and 10°C, respectively, for 27 days to determine the appropriate storage temperature. During the storage of red pitahaya fruits, storage at 8°C was more effective in suppressing decay and maintaining quality than other low temperatures. Low-temperature (2, 4, and 6°C) storage decreased weight loss (WL) and maintained higher content of titratable acidity (TA),… More >

  • Open Access

    REVIEW

    Therapeutic Applications of Naringenin, a Flavanone Enriched in Citrus Fruits, for Disorders beyond Diabetes

    Jaswinder Kaur1, Manish Vyas2, Joginder Singh1, Ram Prasad3,*, Jeena Gupta1,*

    Phyton-International Journal of Experimental Botany, Vol.89, No.4, pp. 795-803, 2020, DOI:10.32604/phyton.2020.09420

    Abstract In recent years, there has been an increase in epidemiological studies to highlight the health benefits of plant secondary metabolites. Flavonoids (polyphenolic plant secondary metabolites) are recently emerging as an important source for the discovery of new drugs increasing their pharmaceuticals, nutraceutical and medicinal applications. Naringenin is a flavanone, enriched in citrus fruits, tomatoes, bergamot, etc. which has been evaluated extensively for managing diabetes. However, in addition to this, naringenin had been ascribed to various important biological activities like antioxidant, antiviral, anticancer, anti-inflammatory, antiestrogenic, etc. This article aims at highlighting the therapeutic value of naringenin in managing disorders other than… More >

  • Open Access

    ARTICLE

    Extension of postharvest shelf-life of tomato fruits using biocompatible synthetic latex

    Ramos G1, RH Lira1, RD Peralta2, GY Cortez2, A Cárdenas1

    Phyton-International Journal of Experimental Botany, Vol.83, pp. 139-143, 2014, DOI:10.32604/phyton.2014.83.139

    Abstract Tomato fruits are perishable products that require treatments such as coating films to extend their shelf life. Because of this and to avoid use of synthetic chemicals to prevent physical deterioration during postharvest, we evaluated the effects of an edible coating polymer latex poly (vinyl acetate-co-vinyl alcohol), P (VAc-co-VA), at three concentrations (0, 50 and 100%) in tomato fruits. The trial was conducted at room temperature conditions (31 ± 4 °C; with RH of 30 ± 5%) and temperature-controlled (12 ± 1 °C; with RH of 75 ± 5%). Fruits coated with P (VAc-co-VA) at 100 and 50% showed significantly… More >

  • Open Access

    ARTICLE

    Chemical characterization and sensory evaluation of new sweets made with Geoffroea decorticans fruits, Fabaceae

    Orrabalis C1,2, H Gorostegui1,2, E Calandri1, C Guzmán1

    Phyton-International Journal of Experimental Botany, Vol.83, pp. 117-125, 2014, DOI:10.32604/phyton.2014.83.117

    Abstract We evaluated the possibility of making jam (product A) and simile sweet potato jam (product B) from the edible pulp of the fruits of Geoffroea decorticans. The first step was the chemical characterization of the flour (pulp) highlighting their carbohydrate (85.6%), protein (9.4%) and mineral (4.2%) concentrations. Sucrose (29.5%), glucose (3.80%) and fructose (5.30%) levels were quantified using gas chromatography. Contents of protein (5.7%), minerals (3.4%), dietary fiber (0.97%), sucrose (46.8%), glucose (1.9%) and fructose (2.4%) were very good in jam. The simile sweet potato jam had low calories (140 Kcal/100g) and provided protein (4.6%). During the 12-month-storage period, the… More >

  • Open Access

    ARTICLE

    Diagnosis of the microbiological quality of fruits and vegetables in Chihuahua, Mexico

    Ávila-Quezada1* G, E Sánchez1, E Muñoz1, LR Martínez2, E Villalobos2

    Phyton-International Journal of Experimental Botany, Vol.77, pp. 129-136, 2008, DOI:10.32604/phyton.2008.77.129

    Abstract We determined the microbiological quality of the most important fruits and vegetables in Chihuahua State (Mexico) to know the potential risks and apply prevention strategies prior to their consumption. Samples of jalapeño, bell and serrano pepper, cantaloupe, saladet and grape tomato, peach and Golden and Starkimson apple and of well, channel, irrigation and drinking water, as well as that for washing in packing were analyzed to determine Salmonella spp., Escherichia coli, total and fecal coliforms, fungi and yeasts. Determinations were made following the methodology indicated by the Mexican regulations (NOM-111-SSA1-1994). Sampling was made in the whole Chihuahua State during the… More >

  • Open Access

    ARTICLE

    Biosynthesis of proline in fruits of green bean plants: deficiency versus toxicity of nitrogen

    Sánchez E1, G Ávila-Quezada1, AA Gardea1, JM Ruiz2, L Romero2

    Phyton-International Journal of Experimental Botany, Vol.76, pp. 143-152, 2007, DOI:10.32604/phyton.2007.76.143

    Abstract The objective of this work was to determine the effect of deficiency versus toxicity of N on biosynthesis of proline in fruits of green bean plants (Phaseolus vulgaris L. cv. Strike). Nitrogen was applied to the nutritive solution in the form of NH4NO3 at 1.5 mM (N1), 3.0 mM (N2), 6.0 mM (N3, optimal level), 12.0 mM (N4), 18.0 mM (N5), and 24.0 mM (N6). Nitrogen deficiency (N1 and N2) was characterized by having lower proline accumulation in pods and seeds, mainly because proline degradation was stimulated by the enzyme proline dehydrogenase. On the other hand, N toxicity (N4, N5,… More >

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