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  • Open Access

    ARTICLE

    Multi-Environment Evaluation of Soybean Genotypes for Yield, Stability, and Trait Associations in Croatia

    Ivica Delic1, Goran Jukic2, Ivan Varnica2, Valentina Spanic3,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.10, pp. 3189-3203, 2025, DOI:10.32604/phyton.2025.070489 - 29 October 2025

    Abstract This study evaluated agro-morphological traits, grain quality traits, and phenotypic stability of nine soybean genotypes across four environments over two growing seasons (2022–2023). Traits such as days to flowering, days to maturity, and disease symptoms were monitored throughout the season. At maturity, parameters including grain yield, grain oil and protein content, 1000-seed weight, test weight, scores of lodgings, shattering, plant height, and first pod height were evaluated. In addition, 18 morphological traits were scored, of which eight were sufficiently variable for further analysis. In terms of environmental stability, genotypes 2 and 13 excelled, while genotypes… More >

  • Open Access

    ARTICLE

    Modeling and Estimating Soybean Leaf Area Index and Biomass Using Machine Learning Based on Unmanned Aerial Vehicle-Captured Multispectral Images

    Sadia Alam Shammi1,2, Yanbo Huang1,*, Weiwei Xie1,2, Gary Feng1, Haile Tewolde1, Xin Zhang3, Johnie Jenkins1, Mark Shankle4

    Phyton-International Journal of Experimental Botany, Vol.94, No.9, pp. 2745-2766, 2025, DOI:10.32604/phyton.2025.068955 - 30 September 2025

    Abstract Crop leaf area index (LAI) and biomass are two major biophysical parameters to measure crop growth and health condition. Measuring LAI and biomass in field experiments is a destructive method. Therefore, we focused on the application of unmanned aerial vehicles (UAVs) in agriculture, which is a cost and labor-efficient method. Hence, UAV-captured multispectral images were applied to monitor crop growth, identify plant bio-physical conditions, and so on. In this study, we monitored soybean crops using UAV and field experiments. This experiment was conducted at the MAFES (Mississippi Agricultural and Forestry Experiment Station) Pontotoc Ridge-Flatwoods Branch… More >

  • Open Access

    ARTICLE

    Differential Gene Expression and Metabolic Changes in Soybean Leaves Triggered by Caterpillar Chewing Sound Signals

    Lucas Leal Lima1, Angélica Souza Gouveia1, Analice Martins Duarte1, Filipe Schitini Salgado2, Nathália Silva Oliveira1, Monique da Silva Bonjour1, Iana Pedro da Silva Quadros1, Maria Goreti Almeida Oliveira1, Flavia Maria Silva Carmo2, Elizabeth Pacheco Batista Fontes1, Humberto Josué de Oliveira Ramos1,3,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.6, pp. 1787-1810, 2025, DOI:10.32604/phyton.2025.064068 - 27 June 2025

    Abstract Sound contains mechanical signals that can promote physiological and biochemical changes in plants. Insects produce different sounds in the environment, which may be relevant to plant behavior. Thus, we evaluated whether signaling cascades are regulated differently by ecological sounds and whether they trigger molecular responses following those produced by herbivorous insects. Soybean plants were treated with two different sounds: chewing herbivore and forest ambient. The responses were markedly distinct, indicating that sound signals may also trigger specific cascades. Enzymes involved in oxidative metabolism were responsive to both sounds, while salicylic acid (SA) was responsive only… More >

  • Open Access

    ARTICLE

    Development of Filter Composites Based on Eucalyptus Cellulosic Nanofibers, Sugarcane Bagasse Fibers and Soybean Hulls Applied in Biodiesel Purification

    Flávia Naves Ferreira do Prado1, Michelle Garcia Gomes1, Marcela Piassi Bernardo1, Daniel Pasquini1,*, Anízio Márcio de Faria2, Luís Carlos de Morais3,*

    Journal of Renewable Materials, Vol.13, No.5, pp. 957-980, 2025, DOI:10.32604/jrm.2025.02024-0014 - 20 May 2025

    Abstract Alternative methods for biodiesel purification that focus on ease of operation, cost reduction, and elimination of contaminated residues or that are easier to treat have received more attention. The dry wash route was used as an alternative to the wet route in biodiesel production. Filter membranes were developed based on cellulose nanofibers as the matrix and sugarcane bagasse fibers or soy hulls, as reinforcement to the matrix, before and after two chemical treatments (carboxymethylation and regeneration with sulfuric acid). The filters were characterized by permeability capacity, morphology, wettability, porosity, SEM and mechanical properties. The filtered… More > Graphic Abstract

    Development of Filter Composites Based on Eucalyptus Cellulosic Nanofibers, Sugarcane Bagasse Fibers and Soybean Hulls Applied in Biodiesel Purification

  • Open Access

    ARTICLE

    Drought-Ready Soybean Resilience: Molecular Marker-Based Screening and Selection of Superior Genotypes

    Muhammad Imran Khan1, Fahad Masoud Wattoo1, Kamran Shehzad Bajwa2,*, Zahid Akram1, Sabahat Noor2, Zaheer Abbas2, Rashid Mehmood Rana1, Muhammad Tahir Akram3, Shaukat Ali2, Rai Muhammad Amir4, Ghulam Muhammad Ali5

    Phyton-International Journal of Experimental Botany, Vol.94, No.4, pp. 1299-1318, 2025, DOI:10.32604/phyton.2025.062323 - 30 April 2025

    Abstract The agricultural sector is notably affected by climate change, especially soybeans, which may face diminished yields because of severe water shortages. The evaluation of germplasm at morphological and molecular levels is an important pre-breeding step for crop improvement. This study employed 10 simple sequence repeat (SSR) markers to examine 60 soybean genotypes in the quest for drought-resistant lines during 2022–23. The results of the screening experiment (PEG-6000) revealed that the soybean genotypes SPS13, SPS195, PGRB83, and 39982 exhibited significant correlations in growth parameters. The results of molecular characterization indicated that five out of ten molecular… More >

  • Open Access

    ARTICLE

    Preparation and Application of an Epoxy Soybean Oil-Based Plugging Agent

    Yongming Li, Dingyuan Zhang*, Yadong Chen, Jiandu Ye

    FDMP-Fluid Dynamics & Materials Processing, Vol.21, No.2, pp. 261-277, 2025, DOI:10.32604/fdmp.2025.060033 - 06 March 2025

    Abstract Resin plugging agents play a pivotal role in addressing casing damage in oil and gas fields. However, the widespread use of epoxy resin is constrained by its high cost and non-renewable origin, while plant-based resins often suffer from inadequate mechanical properties, which limit their effectiveness in such applications. This study introduces BEOPA, an innovative, renewable, high-strength resin plugging agent derived from epoxidized soybean oil (ESO) and enhanced with bisphenol A-type benzoxazine (BZ). In this study, the synthesis process, reaction mechanism, and application performance of this novel material are systematically presented, explored and optimized. It is… More >

  • Open Access

    ARTICLE

    Environmentally Friendly Tannic Acid-Furfuryl Alcohol-Soybean Isolate/Casein Composite Foams Reinforced with Wood Fibers

    Jinxing Li1, Mustafa Zor2, Xiaojian Zhou3, Guanben Du3, Denis Rodrigue4, Xiaodong (Alice) Wang1,*

    Journal of Renewable Materials, Vol.13, No.2, pp. 329-347, 2025, DOI:10.32604/jrm.2024.056795 - 20 February 2025

    Abstract In this study, two series of foams based on tannic acid (TA), furfuryl alcohol (FA), soybean protein isolate (SPI), and casein (CA), namely TA–FA–SPI (TS series) and TA–FA–CA (TC series) were developed, and their properties were enhanced by adding poplar fibers (WF). From the samples produced, a complete set of characterization was performed including possible crosslinking reactions, morphology, mechanical properties, flame retardancy, thermal insulation and thermal stability. Fourier-transform infrared spectroscopy (FTIR) revealed possible covalent crosslinking among the components and hydrogen bonding between WF and the matrix. Viscosity results indicated that lower prepolymer viscosity led to… More >

  • Open Access

    ARTICLE

    MA-Res U-Net: Design of Soybean Navigation System with Improved U-Net Model

    Qianshuo Liu, Jun Zhao*

    Phyton-International Journal of Experimental Botany, Vol.93, No.10, pp. 2663-2681, 2024, DOI:10.32604/phyton.2024.056054 - 30 October 2024

    Abstract Traditional machine vision algorithms have difficulty handling the interference of light and shadow changes, broken rows, and weeds in the complex growth circumstances of soybean fields, which leads to erroneous navigation route segmentation. There are additional shortcomings in the feature extractFion capabilities of the conventional U-Net network. Our suggestion is to utilize an improved U-Net-based method to tackle these difficulties. First, we use ResNet’s powerful feature extraction capabilities to replace the original U-Net encoder. To enhance the concentration on characteristics unique to soybeans, we integrate a multi-scale high-performance attention mechanism. Furthermore, to do multi-scale feature… More >

  • Open Access

    ARTICLE

    Salicylic Acid Improved the Growth of Soybean Seedlings by Regulating Water Status and Plant Pigments and Limiting Oxidative Injury under Salinity Stress

    Shahin Imran1,2,*, Md. Asif Mahamud3, Newton Chandra Paul1, Prosenjit Sarker4, Md. Tahjib-Ul-Arif5, Nazmul Islam5, Mohammad Saidur Rhaman6, Saleh H. Salmen7, Sulaiman Ali Alharbi7, Mohammad Javed Ansari8, Mohammed Ali Alshehri9, Akbar Hossain10,*

    Phyton-International Journal of Experimental Botany, Vol.93, No.9, pp. 2251-2266, 2024, DOI:10.32604/phyton.2024.055736 - 30 September 2024

    Abstract Soybean (Glycine max) is a potential legume crop, but it cannot thrive in mild salinity. Salicylic acid (SA) is a renowned plant growth hormone that improves tolerance to saline conditions. Hence, the study was performed to understand the functions of priming seeds and supplementation of SA in modulating salt tolerance in soybean seedlings. When exposed to salt stress, soybean seedlings showed considerably higher contents of hydrogen peroxide (H2O2) and malondialdehyde (MDA) while having decreased germination and growth factors, water contents, and photosynthetic pigments. The germination rate, final germination percentage, germination index, germination energy, and seed vigor index… More >

  • Open Access

    ARTICLE

    Linkage Mapping and QTL Analysis of Isoflavones Composition in Soybean Seeds

    Songnan Yang1, Miao Zhang1, Rongrong Yao1, Liangyu Chen1, Weixuan Cong1, Dan Yao2, Jian Zhang1,3, Jun Zhang1,*, Xueying Li1,*

    Phyton-International Journal of Experimental Botany, Vol.93, No.9, pp. 2209-2225, 2024, DOI:10.32604/phyton.2024.055046 - 30 September 2024

    Abstract The high isoflavones content of soybeans is an important breeding goal due to the demonstrated benefits of isoflavones to human health and their association with plant resistance. In this study, quantitative trait loci (QTL) mapping for soybean isoflavone aglycones, including daidzin, glycerin, and genistin, and total isoflavones content was performed in a population of 178 F2:6 recombinant inbred lines (RILs) which was generated from a cross between varieties Jinong 17 and Jinong 18. A genetic linkage map covering 1248 cM was constructed using the simple sequence repeat (SSR) molecular markers. The results revealed 22 isoflavone-related QTLs,… More >

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