ReviewRSC advances2022
Emerging cold plasma treatment and machine learning prospects for seed priming: a step towards sustainable food production.
Review in RSC advances, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
27 citing papers in PubMed.
- Review
- Optimizing Tomato Seed Performance Through Cold Atmospheric Plasma: Effects on Germination Rates and Early Biomass Development.Plants (Basel, Switzerland) · 2026Article
- Development of Woody Plants.Plants (Basel, Switzerland) · 2026Article
- Space-flown spearmint (Frontiers in plant science · 2026Article
- Molecular and biophysical foundations of nano-enabled seed priming and smart nanocarriers for crop stress alleviation.Frontiers in plant science · 2026Review
- Effect of Non-Thermal Atmospheric Cold Plasma on Surface Microbial Inactivation and Quality Properties of Fresh Herbs and Spices.Foods (Basel, Switzerland) · 2025Article
- Modifying the Structural and Functional Properties of Walnut Glutenin Through Atmospheric Cold Plasma Treatment: Evaluation of Treatment Times Effects.Foods (Basel, Switzerland) · 2025Article
- The Impact of Seed Treatment with Cold Plasma on Antioxidants, Sugars, and Pigments in Needles of Norway Spruce Is Genotype-Dependent.Plants (Basel, Switzerland) · 2025Article
- Effects of cold plasma seed treatment on pea (Pisum sativum L.) plant performance under drought and well-watered conditions.PloS one · 2025Article
- Article
- Cold Atmospheric Pressure Plasma Solutions for Sustainable Food Packaging.International journal of molecular sciences · 2024Review
- Article
- Application of cold argon plasma on germination, root length, and decontamination of soybean cultivars.BMC plant biology · 2024Article
- Cold plasma treatment influences the physiological parameters of millet.Photosynthetica · 2024Article
- Cold Atmospheric Pressure Plasma: A Growing Paradigm in Diabetic Wound Healing-Mechanism and Clinical Significance.International journal of molecular sciences · 2023Review
- Germination and First Stages of Growth in Drought, Salinity, and Cold Stress Conditions of Plasma-Treated Barley Seeds.ACS agricultural science & technology · 2023Article
- Article
- Digital Transformation in Toxicology: Improving Communication and Efficiency in Risk Assessment.ACS omega · 2023Review
- Comparison of plasma technology for the study of herbicide degradation.RSC advances · 2023Article
- Recent Advances in Nano-Enabled Seed Treatment Strategies for Sustainable Agriculture: Challenges, Risk Assessment, and Future Perspectives.Nano-micro letters · 2023Review
Corrections and comments
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Seeds are vulnerable to physical and biological stresses during the germination process. Seed priming strategies can alleviate such stresses. Seed priming is a technique of treating and drying seeds prior to germination in order to accelerate the metabolic process of germination. Multiple benefits are offered by seed priming techniques, such as reducing fertilizer use, accelerating seed germination, and inducing systemic resistance in plants, which are both cost-effective and eco-friendly. For seed priming, cold plasma (CP)-mediated priming could be an innovative alternative to synthetic chemical treatments. CP priming is an eco-friendly, safe and economical, yet relatively less explored technique towards the development of seed priming. In this review, we discussed in detail the application of CP technology for seed priming to enhance germination, the quality of seeds, and the production of crops in a sustainable manner. Additionally, the combination treatment of CP with nanoparticle (NP) priming is also discussed. The large numbers of parameters need to be monitored and optimized during CP treatment to achieve the desired priming results. Here, we discussed a new perspective of machine learning for modeling plasma treatment parameters in agriculture for the development of synergistic protocols for different types of seed priming.
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.