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  • Open Access

    ARTICLE

    Intelligent Scheduling of Virtual Power Plants Based on Deep Reinforcement Learning

    Shaowei He, Wenchao Cui*, Gang Li, Hairun Xu, Xiang Chen, Yu Tai

    CMC-Computers, Materials & Continua, Vol.84, No.1, pp. 861-886, 2025, DOI:10.32604/cmc.2025.063979 - 09 June 2025

    Abstract The Virtual Power Plant (VPP), as an innovative power management architecture, achieves flexible dispatch and resource optimization of power systems by integrating distributed energy resources. However, due to significant differences in operational costs and flexibility of various types of generation resources, as well as the volatility and uncertainty of renewable energy sources (such as wind and solar power) and the complex variability of load demand, the scheduling optimization of virtual power plants has become a critical issue that needs to be addressed. To solve this, this paper proposes an intelligent scheduling method for virtual power… More >

  • Open Access

    REVIEW

    Microbial Strategies for Enhancing Nickel Nanoparticle Detoxification in Plants to Mitigate Heavy Metal Stress

    Hua Zhang, Ganghua Li*

    Phyton-International Journal of Experimental Botany, Vol.94, No.5, pp. 1367-1399, 2025, DOI:10.32604/phyton.2025.064632 - 29 May 2025

    Abstract Soil naturally contains various heavy metals, however, their concentrations have reached toxic levels due to excessive agrochemical use and industrial activities. Heavy metals are persistent and non-biodegradable, causing environmental disruption and posing significant health hazards. Microbial-mediated remediation is a promising strategy to prevent heavy metal leaching and mobilization, facilitating their extraction and detoxification. Nickel (Ni), being a prevalent heavy metal pollutant, requires specific attention in remediation efforts. Plants have evolved defense mechanisms to cope with environmental stresses, including heavy metal toxicity, but such stress significantly reduces crop productivity. Beneficial microorganisms play a crucial role in… More > Graphic Abstract

    Microbial Strategies for Enhancing Nickel Nanoparticle Detoxification in Plants to Mitigate Heavy Metal Stress

  • Open Access

    REVIEW

    Understanding the Molecular Mechanisms of Nitrogen Assimilation in C3 Plants under Abiotic Stress: A Mini Review

    Saif Ullah1,2, Izhar Ali1,2,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.4, pp. 1029-1045, 2025, DOI:10.32604/phyton.2025.064608 - 30 April 2025

    Abstract Nitrogen (N) assimilation is crucial for the growth and development of C3 plants, as it converts inorganic N into organic forms, important for protein synthesis, nucleic acids and other vital biomolecules. However, abiotic stressors such as drought, salinity, extreme temperatures and others significantly impact N uptake and utilization, thereby hindering plant growth and development. Recent advances in molecular biology have illuminated the complex networks that govern N assimilation under these stressful conditions, emphasizing the role of transcription factors, regulatory genes, and stress-responsive pathways. This review provides an integrated perspective on the latest research in nitrogen metabolism… More >

  • Open Access

    REVIEW

    Biochar Amendments in Soil: A Sustainable Approach for Mitigating Heavy Metal Stress in Plants

    Shahin Imran1,2,#,*, Mousumi Jahan Sumi3,#, Israt Jahan Harine4, Newton Chandra Paul1, Md. Asif Mahamud5, Rakibul Hasan Md. Rabbi5, Marian Brestic6, Mohammad Saidur Rhaman7,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.4, pp. 1073-1109, 2025, DOI:10.32604/phyton.2025.064046 - 30 April 2025

    Abstract Heavy metal (HM) accumulation in soil poses a major hazard to both ecological health and plant growth progressions. Cadmium (Cd), lead (Pb), copper (Cu), chromium (Cr), arsenic (As), zinc (Zn), and nickel (Ni) are examples of HMs that negatively impact the growth and development of plants, resulting in lower agricultural output and food safety concerns. Biochar (BC), a substance rich in carbon that is formed by pyrolyzing natural biomass, has demonstrated remarkable promise in reducing HM stress in polluted soils. Research has shown that BC effectively lowers plant uptake of metals, and enhances soil qualities,… More >

  • Open Access

    REVIEW

    Function of Biochar: Alleviation of Heat Stress in Plants and Improvement of Soil Microbial Communities

    Arpita Rani Roy1, Israt Jahan2, Sharah Jabeen Mou2, Md. Farhan Hasin3, Prodipto Bishnu Angon1,*, Rebeka Sultana2, Badhon Mazumder4, Md. Arif Sakil5,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.4, pp. 1177-1210, 2025, DOI:10.32604/phyton.2025.063675 - 30 April 2025

    Abstract Global warming is making plants more susceptible to heat stress. Hence, adjustments to crop production systems are required for global food security. Heat stress (HS) poses a threat to the quality of ecosystems and global food security due to its adverse effects on plant development. The degree to which HS affects physiological disruptions, physical harm, and biochemical changes at various growth stages directly correlates with its effects on physiological functions, plant growth, and crop production. One promising approach is soil modification using biochar, which enhances soil health and promotes the development of microbial communities, ultimately… More >

  • Open Access

    REVIEW

    Nanoparticle Innovations for Mitigating Metal Toxicity in Plants

    Maryam1, Mohamed M. El-Mogy2, Muhammad Faheem Jan3, Iram Naz1, Ishtiaq Ahmad4,*, Riaz Ahmad5, Muhammad Tanveer Altaf6

    Phyton-International Journal of Experimental Botany, Vol.94, No.3, pp. 623-640, 2025, DOI:10.32604/phyton.2025.063763 - 31 March 2025

    Abstract Various environmental stressors, such as salinity, heat, drought, and metals, present significant obstacles to crop productivity. This study delves into the adverse effects of metals, specifically focusing on cadmium (Cd), nickel (Ni), mercury (Hg), chromium (Cr), arsenic (As), lead (Pb), and copper (Cu) on plants. It explores the sources of these metals, examining both natural occurrences and human-induced activities, and investigates the mechanisms through which plants absorb them. Metal pollution, in particular, negatively affects plant and microbiome well-being, producing reactive oxygen species (ROS) that harm essential macromolecules. Traditional stress-resistant plant varieties necessitate substantial development, leading… More >

  • Open Access

    ARTICLE

    Effect of Proline Pretreatment on the Water Stress Response in “Siete Caldos” Pepper Plants

    Blanca Olivia Trejo-Paniagua1, Nancy Ruiz-Lau2,*, María Goretty Caamal-Chan3, Rosa Isela Cruz-Rodríguez1, Anayancy Lam-Gutiérrez4, Víctor Manuel Ruíz-Valdiviezo1

    Phyton-International Journal of Experimental Botany, Vol.94, No.3, pp. 861-873, 2025, DOI:10.32604/phyton.2025.062410 - 31 March 2025

    Abstract Exogenous proline is an effective agent for increasing plant tolerance to abiotic stress in plants. In this study, we evaluated its effect on seedlings of Siete Caldos chili pepper (Capsicum frutescens), a semi-domesticated variety. The Capsicum genus is known for its sensitivity to water stress. We pretreated the seedlings’ roots by immersing them in proline solutions (0, 2.5, 5, 7.5, and 10 mM) for 48 h. Then, we exposed them to water stress using a Hoagland nutrient solution supplemented with 10% polyethylene glycol (PEG-8000) for nine days. We analyzed key physiological and biochemical parameters, including relative… More >

  • Open Access

    REVIEW

    From Cell Division to Stress Tolerance: The Versatile Roles of Cytokinins in Plants

    Antonio Rodrigues da Cunha Neto1, Alexandra dos Santos Ambrósio1, Arlinda de Jesus Rodrigues Resende1, Breno Régis Santos1, Michele Carla Nadal2,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.3, pp. 539-560, 2025, DOI:10.32604/phyton.2025.061776 - 31 March 2025

    Abstract Cytokinins are plant hormones that are essential for plant growth and development and are involved in a variety of processes. They are synthesized by the modification of adenine with an isoprenoid chain, resulting in cytokinins such as isopentenyladenine and zeatin. The levels of these hormones are regulated by conjugation, degradation and oxidation processes that modulate their activity. Cytokinins are perceived by cells through specific receptors that, when activated, trigger signaling cascades responsible for regulating the expression of genes critical for development. In addition, cytokinins interact with other hormones, such as auxins, to coordinate plant growth… More >

  • Open Access

    ARTICLE

    Hybrid Memory-Enhanced Autoencoder with Adversarial Training for Anomaly Detection in Virtual Power Plants

    Yuqiao Liu1, Chen Pan1, YeonJae Oh2,*, Chang Gyoon Lim1,*

    CMC-Computers, Materials & Continua, Vol.82, No.3, pp. 4593-4629, 2025, DOI:10.32604/cmc.2025.061196 - 06 March 2025

    Abstract Virtual Power Plants (VPPs) are integral to modern energy systems, providing stability and reliability in the face of the inherent complexities and fluctuations of solar power data. Traditional anomaly detection methodologies often need to adequately handle these fluctuations from solar radiation and ambient temperature variations. We introduce the Memory-Enhanced Autoencoder with Adversarial Training (MemAAE) model to overcome these limitations, designed explicitly for robust anomaly detection in VPP environments. The MemAAE model integrates three principal components: an LSTM-based autoencoder that effectively captures temporal dynamics to distinguish between normal and anomalous behaviors, an adversarial training module that… More >

  • Open Access

    ARTICLE

    Identifying Suitable Sites for CSP Plants Using AHP, Fuzzy AHP, and Full Consistency Method: A Case Study of CHAD

    Bernard Bayangbe1,*, Ababacar Thiam1,2, El hadji I. Cissé2, Kory Faye1

    Energy Engineering, Vol.122, No.3, pp. 943-969, 2025, DOI:10.32604/ee.2025.060273 - 07 March 2025

    Abstract Concentrating Solar Power (CSP) is one of the most promising solar technologies for sustainable power generation in countries with high solar potential, like Chad. Identifying suitable sites is of great importance for deploying solar power plants. This work focuses on the identification of potential sites for the installation of solar power plants in Chad as well as a comparative analysis using the Analytical Hierarchy Process (AHP), Fuzzy Analytical Hierarchy Process (FAHP), and Full Consistency Method (FUCOM). The results show that 35% of the Chadian territory, i.e., an area of 449,400 km2, is compatible with the implementation… More >

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