Search Results (645)

Direct-seeded industrial tomato (Solanum lycopersicum L.) systems are highly vulnerable to early-season interference, yet the role of seed vigor as a competitive determinant remains under-quantified. This study evaluated the performance of high-vigor (HV; 91% germination) and accelerated-aged low-vigor (LV; 60% germination) tomato seeds against two weeds: green foxtail (Setaria viridis) and jimsonweed (Datura stramonium). While mean emergence timing was statistically comparable between HV and LV cohorts (6.0 vs. 7.2 days), LV seedlings entered the post-emergence phase with a numerical deficit in initial seedling dry weight (7.1 mg vs. 8.5 mg for HV; difference not statistically significant), suggesting a potential early competitive disadvantage. In replacement series experiments, HV tomatoes maintained stable leaf and root biomass within the 0.76–1.24 relative yield (RY) confidence interval when competing with jimsonweed. In contrast, LV plants were significantly suppressed at low weed proportions (25%), where root RY dipped below the 0.76 threshold. Against the aggressive below-ground strategy of S. viridis (which produced ~1200 mg of root mass by 40 DAE), LV tomato root RY collapsed to 0.10–0.15, whereas HV plants maintained significantly higher niche occupancy. Physical separation of above- and below-ground competition confirmed that HV seeds provide a “physiological buffer”; specifically, in below-ground treatments, HV plants achieved a root mass of 0.25 g/plant compared to only 0.15 g/plant for LV plants. These results identify seed vigor as a primary driver of the “priority effect” and suggest that high-vigor lots are essential for Integrated Weed Management (IWM) strategies to mitigate early-season resource pre-emption. These findings suggest that seed vigor assessment should be integrated into seed quality standards for direct-seeded tomato systems as a component of Integrated Weed Management. Future field-based studies are needed to validate these greenhouse findings under variable agronomic conditions. Full article

Pea cultivation has witnessed significant growth in international trade in recent years, leading to increased export volumes worldwide. However, seed germination and early seedling growth often exhibit low uniformity, resulting in heterogeneous seedling sizes, which limit agronomic management and affect overall performance. As a result, this study aimed to assess the effects of gibberellin (GA) doses on the germination of the ‘Santa Isabel’ pea variety, one of Colombia’s most commonly cultivated varieties. A completely randomized design was employed with five treatments (0, 50, 100, 150, or 200 mg L⁻¹). The application of 200 mg L⁻¹ GA significantly enhanced germination percentage, germination potential, and germination speed index by 66.4%, 64.9%, and 71.5%, respectively, compared to the control. Furthermore, it increased the vigor index. The GA application reduced the mean germination time to 6.48 days, while the control exhibited 8.98 days. GA treatment increased seedling height to 5.3 cm, compared with 3.0 cm in the control. The variation coefficient in germinated seedling height increased as germination progressed and stabilized towards the end. Although GA did not affect the total fresh mass of the seedling, it did influence the proportion of mass allocated to each organ. Notably, there was a decrease in the amount of photoassimilates transferred from the seed to the leaves and stipules, accompanied by an increase in dry and fresh mass in the stems. The control treatment exhibited the highest fresh and dry leaf mass values compared with the GA-treated treatments. Full article

Global climate change and soil salinization pose challenges to licorice cultivation. Evaluating seed vigor based on the dynamic changes in radicle morphology is crucial for screening and cultivating licorice varieties that are tolerant to low temperatures and salts. Traditional manual measurement of licorice radicle characteristics suffers from issues such as high cost, long time consumption, and large errors. The YOLOv11 instance segmentation model in the field of deep learning offers advantages including a simple architecture, strong lightweight properties, and a unified detection-segmentation framework. Therefore, this study selected the YOLOv11 model to build a deep learning framework and used the continuous time-series crop growth vitality monitoring system to collect full-time-series images of 18 groups of licorice seeds germinating under different temperature and salt stress conditions. The YOLOv11-seg model was improved by adding a Spatial Strip Attention mechanism (SSA) to enhance the spatial correlation of radicle features, replacing ordinary convolutions with a Multi-scale Edge Detail Enhancement Module (MEEM) to optimize multi-scale feature extraction capabilities, and embedding a Normalized Weighted Distance (NWD) loss function to strengthen the segmentation ability for tiny targets. The YOLOv11-LicoSeg model was constructed for segmenting and extracting licorice radicle features and calculating root length. The experimental results showed that the mAP50 of the model’s detection reached 97.4%, mAP50–95 reached 81.7%, the mAP50 of the segmentation mask reached 97.0%, and mAP50–95 reached 78.2%. Compared with the unimproved YOLOv11-seg, the mAP50 of detection increased by 0.7%, mAP50–95 increased by 1.3%, the mAP50 of segmentation increased by 0.7%, and mAP50–95 increased by 0.8%. The linear regression coefficient between manual measurement and machine-vision measurement was 0.94218, and the goodness of fit R² was 0.94408. Using this model and the monitoring system, the morphological evolution of the licorice radicle contour characteristics over the germination time was obtained. The study indicated that the growth of licorice radicles was optimal under salt stress of 1200 µs/cm and 1800 µs/cm. YOLOv11-LicoSeg accurately segmented licorice radicles and calculated radicle length, with the performance to segment 100 licorice radicle images within 7 s. After deployment, it significantly reduced the labor cost and time consumption for acquiring licorice radicle phenotypes. In conclusion, YOLOv11-LicoSeg provides a rapid and accurate method for variety screening in licorice breeding and cultivation. Full article

Seed pelleting improves seed handling and precision sowing, but its performance depends strongly on the physicochemical properties of filler materials. This study evaluated the effects of talc-based mineral filler combinations on pellet characteristics, germination, greenhouse emergence, seed vigor, and seedling growth of Chinese cabbage (Brassica rapa L. var. pekinensis). Talc (TC) was used alone or combined with bentonite (BE), calcium carbonate (CC), and diatomaceous earth (DE). Pellet physical properties, morphology, and surface elemental composition were analyzed using hardness measurements, porosity analysis, scanning electron microscopy, and energy-dispersive X-ray spectroscopy. TC + BE exhibited excessive swelling-driven water retention, prolonged disintegration time, and severe surface cracking, which were associated with reduced germination, delayed emergence, and poor seed vigor. In contrast, TC + CC + DE showed balanced physicochemical properties, including adequate hardness, moderate porosity, acceptable disintegration time, and improved water-holding capacity, producing superior greenhouse emergence while maintaining seedling growth comparable to the unpelleted control. Overall, successful seed pelleting depended on balancing structural integrity, water retention, and mass transfer properties within the pellet matrix. TC + CC + DE appears to be a promising formulation for Chinese cabbage seed pelleting. Full article

Upland cotton is an important fiber and oilseed crop. Cottonseed size, measured by seed index, is an important seed quality trait that affects seed germination, seedling vigor, fiber yield, and cottonseed nutrient content. However, genetic variation in cottonseed size is highly limited within upland cotton, limiting the genetic gain in cottonseed size. Introgression breeding can alleviate this bottleneck effect by introducing desirable genes from pima to upland cotton. This study was conducted to analyze the seed size from both fuzzy and acid-delinted seeds and to assess the appropriate cottonseed size. In 2022, a population of 1600 cotton introgression lines (ILs) was grown at Leyendecker Plant Science Center, NMSU, while three field tests were conducted in 2023, including NM with all the ILs and MS and TX each with 1000 ILs. The analysis of variance of seed size showed that genotypic and environmental variation were found in both types of seeds. The acid-delinted and fuzzy cottonseeds had a mean seed index of 9.58 g and 11.26 g, while the broad sense heritability was 0.56 and 0.32, respectively. Furthermore, the seed index was not significantly correlated with cottonseed oil and different fatty acids. Full article

This study aimed to characterize corn (CS), wolf fruit (WF), and butterfly lily (BL) starches; to develop bioactive coatings from pure starches and their binary and ternary blends; and to evaluate the synergistic effects of these formulations on the physiological quality of common bean seeds. Films were prepared by thermocompression (80 °C, 6 min, 3 t) of film-forming solutions obtained via microwave processing and formulated using a simplex-centroid mixture design. The starches were characterized in terms of amylose content, Scanning Electron Microscopy, Fourier Transform Infrared Spectroscopy, Differential Scanning Calorimetry, Rapid Visco Analyser, while the films were evaluated for thickness, water solubility, and water vapor permeability. The film-forming solutions were applied as coatings, and seed physiological quality was assessed through germination, first count, seedling length, and dry mass. BL exhibited higher gelatinization temperatures and produced films with adequate thickness and moderate permeability, indicating greater structural stability. The CS:BL blend produced films with balanced hydration, promoting rapid and uniform water uptake. Coatings based on BL and CS:BL showed the highest germination percentages, whereas CS:WF resulted in lower physiological performance. These results demonstrate that film properties directly influence seed vigor and germination. BL, alone or blended with CS, represents a promising starch-based material for seed coating, promoting high physiological quality and environmentally friendly characteristics. Full article

Soybean (Glycine max L.) is a globally strategic crop valued for its high-quality protein and oil, yet its yield potential is frequently constrained by inconsistent seed germination and a heavy reliance on chemical treatments that carry environmental and health risks. Physical pre-sowing stimulation has emerged as an eco-friendly alternative, but the comparative efficacy of direct current (DC) versus alternating current (AC) high-voltage electric fields—and the mechanistic basis for their differential effects—has remained poorly understood. Here, we systematically compared DC and AC pre-sowing treatments across a comprehensive matrix of field intensities (0.5, 1.0, and 1.5 kV/cm) and exposure durations (30, 60, and 120 s) at a fixed electrode gap of 10 cm, using soybean seeds of the Volgogradka 1 cultivar. Germination energy (day 3) and total germination (day 7) were assessed under standardized laboratory conditions in triplicate, followed by a replicated field trial to evaluate plant height, bean yield, and disease incidence. DC treatment significantly outperformed both the untreated control and AC treatment: germination energy increased by up to 60%, and total germination reached 100% compared with 85% in the control. The optimal DC window was identified at 0.8–1.5 kV/cm with a 30 s exposure. In stark contrast, AC treatment at industrial frequency not only failed to enhance germination but also frequently suppressed it and markedly increased susceptibility to fungal crown rot. Field results corroborated these findings: DC-treated seeds produced the highest bean mass (85 g per five plants vs. 80 g in the control), while AC-treated seeds yielded the lowest (72 g). Backward elimination regression analysis revealed that field intensity alone was the sole significant predictor of treatment outcomes, whereas exposure time and interaction effects were non-significant. We conclude that short-duration DC pre-sowing stimulation (1.0 kV/cm, 30–60 s) is a robust, chemically safe, and readily scalable technique for enhancing soybean establishment and yield. Conversely, AC treatment at power frequency is not recommended due to its deleterious effects on plant health and productivity. These findings establish a clear, evidence-based framework for the rational design of electrical seed treatment protocols. Full article

A significant abiotic stressor that negatively impacts plant seed germination and seedling establishment is soil salinization, especially in staple crops like wheat (Triticum aestivum L.). The complex ionic stressors that make up salinity include divalent salts (MgCl₂), alkaline salts (NaHCO₃), and neutral salts (NaCl, KCl), each of which has unique effects on osmotic and ionic toxicity. The present understanding of how various ionic salt stressors affect the dynamics of wheat germination and the early development of seedlings is summarized in this article. We talk about physiological and biochemical reactions, possible adaptive mechanisms, and the ionic specificity of toxicity. Important research findings show that: (1) germination rate and seedling vigor are reduced in response to salt content; (2) growth parameters are affected by ionic composition; and (3) genotypic variability in salt sensitivity is observed in response to salinity stress. Improving wheat performance in saline soils and developing breeding plans for salt tolerance require an understanding of these dynamics. Full article

Seed vigor is an important indicator for evaluating the physiological quality of seeds and directly affects germination rate, seedling emergence uniformity, and field establishment capacity. However, conventional vigor evaluation methods are often destructive, labor-intensive, and time-consuming. In this study, a nondestructive method for soybean seed vigor classification was developed by combining hyperspectral imaging with machine learning. A total of 6000 soybean seeds from four cultivars were subjected to artificial aging treatment to obtain samples with different vigor levels, and seed vigor classes were determined based on germination percentage, germination energy, and germination index. After spectral calibration, the effective spectral ranges of 401.0–1000.9 nm and 1003.7–2450.79 nm were retained for analysis. Four preprocessing methods, namely multiplicative scatter correction (MSC), standard normal variate transformation (SNV), Savitzky–Golay smoothing (SG), and Savitzky–Golay second-derivative preprocessing (D2), were applied to reduce noise and improve spectral quality. This was followed by dimensionality reduction using principal component analysis (PCA) and minimum noise fraction (MNF), and classification using random forest (RF), extreme gradient boosting (XGBoost), and support vector classifier (SVC) models. The best overall features were extracted using the method of SNV combined with PCA. On the independent test set, the highest classification performance was obtained, with accuracy, recall, and F1-score values of 93.33%, 93.33%, and 93.37%, respectively, using the SVC model. These results indicate that hyperspectral imaging combined with machine learning can provide rapid and nondestructive technical support for soybean seed vigor evaluation. Full article

Seed-associated endophytes become active during germination, playing important roles as early colonizers of plant tissues and contributing to plant health while residing in a protective niche. In this study, we characterized a wheat-derived bacterial isolate, JunSE1L, to determine its functional traits and ecological role in the plant microbiome. The isolate was identified as Bacillus atrophaeus based on 16S rRNA analysis. JunSE1L exhibited nutrient-dependent plasticity in colony architecture, forming robust hydrophobic biofilms and pellicles under rich nutrient availability while swarming and forming thin, often dendritic colonies under defined nutrition. JunSE1L produced highly surface-active compounds that lowered the surface tension of water to 30 mN/m and released potent proteolytic and hemolytic compounds, thus equipping JunSE1L for antagonistic interactions, as examined against several fungal pathogens. JunSE1L inhibited Fusarium proliferatum and Mucor hiemalis in live-cell assays, while cell-free supernatant selectively inhibited M. hiemalis. JunSE1L was recovered from multiple plant compartments, including rhizosphere, rhizoplane, and aerial tissues, and was observed to emerge from cut plant tissues, supporting seed-endophyte mobilization upon germination to colonize distal tissues. Seed surface inoculation experiments with JunSE1L showed limited attachment at low cell densities and reduced seedling vigor at higher inoculum levels, indicating that inoculum density and native microbiome interactions influence seedling performance. Full article

Temperature and humidity are the key environmental factors affecting the storage life of seeds. To explore the feasibility and factors influencing ultra-dry storage of Pinus kesiya var. langbianensis seeds, the seeds were dehydrated to six different moisture contents (0.92–6.12%) and stored for one year. The effects of moisture content, packaging method, storage temperature, and pre-humidification method on the viability of ultra-dry seeds were systematically investigated using an orthogonal experimental design. The germination energy, relative electrical conductivity (REC), malondialdehyde (MDA), proline (Pro), total soluble sugar content, and fatty acid composition were determined. The results showed that moisture content and pre-humidification had significant effects on seed germination energy and vigor (p < 0.01). The germination energy of ultra-dried seeds was significantly negatively correlated with REC and MDA contents (p < 0.01) and significantly positively correlated with Pro content (p < 0.01). Based on the comprehensive indices, the optimal combination for seed germination energy was: 4.24% moisture content, self-sealing bag packaging, room temperature (25 °C) storage, and 20% polyethylene glycol (PEG) pre-humidification. Under the optimal moisture content (4.24%), the total sugar content of seeds was the lowest, while the fatty acid unsaturation index and oleic acid content were higher than those in the other treatments. Therefore, appropriate ultra-dry treatment can effectively maintain the seed vigor of P. kesiya var. langbianensis, and its protective effect is closely related to reducing membrane lipid peroxidation, accumulating proline, and regulating fatty acid unsaturation. This has important implications for forest seed conservation and germplasm management, particularly for long-term ex situ preservation of tree seeds in gene banks, supporting reforestation and biodiversity restoration efforts. Full article

This study evaluated the growth, physiological, chlorophyll fluorescence (JIP-test), and postharvest responses of a shoot-dominant (‘C-P’) and a root-dominant (‘J-L’) garlic material to graded salinity (0, 50, and 200 mM NaCl) in a hydroponic system, with or without seed-clove priming using LEAFENERGY^®, a commercial biostimulant mainly composed of naturally derived rare fatty acids. Results showed 50 mM NaCl significantly inhibited shoot growth, while 200 mM nearly arrested growth and induced clove decay. Under moderate salinity, biostimulant priming exhibited cultivar-dependent mitigation. In ‘C-P’, biostimulant priming increased clove soluble sugar content by 1.140 g 100 g⁻¹ FW under 50 mM NaCl and increased dry-weight-based clove water content after cold storage. In ‘J-L’, biostimulant priming increased SPAD values under 50 mM NaCl and reduced the salt-induced increase in clove yellowness index to a level not significantly different from the non-saline control. In conclusion, garlic’s response to salinity is fundamentally dictated by intrinsic resource allocation strategies. Rather than merely promoting growth, biostimulant priming optimizes photosynthetic energy fluxes and reshapes metabolism. This tailored approach effectively preserves the visual marketability of susceptible cultivars while enhancing osmoprotectant accumulation and hydration in vigorous morphotypes, providing a sustainable strategy to safeguard industrial raw materials in salinized controlled cultivation systems. Full article

Wet direct-seeded rice (WDSR) is a resource-efficient cultivation system gaining global popularity, but its sustainability is severely threatened by weedy rice (Oryza sativa f. spontanea). Due to the high genetic and physiological similarities between weedy and cultivated rice, selective chemical control remains a formidable challenge. This study evaluated an integrated chemical control strategy utilizing the safener metcamifen (applied as a seed coating) to protect cultivated rice from the pre-emergence herbicide pretilachlor in a simulated WDSR system. Indoor bioassays and outdoor mock-plot trials revealed that metcamifen seed coating alone (up to 560 mg a.i. kg⁻¹ seed) significantly promoted early seedling vigor in cultivated rice (‘Jia 67’) without exhibiting phytotoxicity. Conversely, soil application of pretilachlor at 375 g a.i. ha⁻¹ provided effective initial herbicidal activity, suppressing weedy rice emergence to merely 7.0%. Under this severe herbicide stress, metcamifen seed coating at an effective dose of 480 mg a.i. kg⁻¹ seed significantly mitigated phytotoxicity. However, this protection was partial; crop emergence was maintained at 63.8%, substantially preserving seedling biomass compared to the non-safened control (28.3%), but still reflecting a clear emergence penalty. We hypothesize that this moderate reduction in initial crop stand could potentially be compensated by proportionally increasing the initial seeding rate—a potential agronomic compromise that warrants future empirical validation in the field. In summary, this study provides a preliminary, controlled-environment evaluation demonstrating that the protective application of metcamifen with pretilachlor offers a potential framework for mitigating weedy rice infestations, subject to further field-scale verification. Full article

Understanding how plants respond to high-energy ionizing radiation is essential for developing resilient crops for controlled-environment agriculture and future space exploration. This study investigates whether carbon-ion (¹²C) irradiation of dry seeds can modulate early development in lettuce (Lactuca sativa L.) and induce dose-dependent responses relevant to controlled-environment agriculture and space farming. Dry seeds of red- and green-leaf morphotypes were exposed to increasing radiation doses (0.3, 1, 10, 20, and 25 Gy) and evaluated for germination, early growth, anatomical traits, and polyphenol content. While germination remained unaffected, seedling growth showed a hormetic response: low doses (0.3–1 Gy) promoted elongation of roots and hypocotyls, whereas higher doses (10–25 Gy) progressively inhibited growth. Anatomical changes in vascular traits and increased polyphenol levels at low doses indicated structural and metabolic adaptations enhancing early stress resistance. Notably, the two morphotypes responded differently: red-leaf lettuce exhibited stronger early vigor, higher biomass accumulation, and relatively greater anatomical stability, particularly at low to moderate doses, while the green-leaf type showed earlier and more pronounced growth inhibition, likely associated with differences in phenolic metabolism and resource allocation. These findings suggest that carbon-ion irradiation induces a hormetic response capable of boosting early vigor and triggering acclimatory processes in lettuce, with morphotype-specific differences underscoring its potential for optimizing crop performance in controlled environments and future extraterrestrial agriculture. Full article

Microalgae-based biostimulants are gaining increasing interest worldwide for promoting sustainable agriculture. The environmental risks associated with synthetic agrochemicals can be mitigated by using microalgae to enhance crop yield and quality. Cumin (Cuminum cyminum L.) is an herbaceous plant and ranks among the most popular seed spices worldwide. It is characterized by a low germination rate and poor seedling establishment, which negatively impact overall crop yield. To address these challenges, the present study investigates the potential of Chlorococcum sp. aqueous extract as a sustainable and cost-effective solution to overcome cumin seed dormancy and enhance germination. Results showed that Chlorococcum sp. exhibits a notably rapid growth rate (0.45 day⁻¹) and high biomass productivity (1.51 g/L/day). Additionally, the biochemical composition of the extract revealed a high concentration of bioactive compounds, including polyphenols (63.46%), flavonoids (29.36%), and Indole-3-acetic acid (5.38%), which make it an eco-friendly biostimulant for agricultural applications. Regarding germination, a single seed treatment with doses of 0.5 g/L and 1 g/L was efficient in achieving final germination percentages of 100% and 96.66%, respectively, and significantly increased the seedling vigor index and photosynthetic pigment content. Furthermore, these concentrations stimulated the synthesis and accumulation of key primary metabolites, including proteins and polysaccharides, while increasing phenolic and flavonoid levels compared to the control, suggesting enhanced growth and improved antioxidant defenses against environmental stressors. Overall, these findings highlight that Chlorococcum sp. aqueous extract serves as an innovative biological approach to overcoming cumin seed dormancy and enhancing germination, offering an alternative and sustainable solution to conventional synthetic fertilizers. Full article