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26 June 2025
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27 June 2025
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Chapter 1: Introduction to Biostimulation of Plant Growth in Hydroponics Using Volatile Organic Compounds from PGPMs
1.1. Background
1.2. Hydroponics: A Sustainable Alternative
1.2.1. Definition and Principles
- Nutrient Delivery: Plants receive essential nutrients directly from the nutrient solution, which can be continuously recirculated, reducing waste and improving efficiency.
- Environmental Control: Hydroponic systems can be designed to optimize light, temperature, humidity, and pH levels, providing ideal conditions for plant growth.
- Water Conservation: Hydroponics uses significantly less water than traditional soil-based agriculture, making it a viable option in water-scarce regions.
1.2.2. Advantages of Hydroponics
- Increased Yield: Hydroponically grown plants often exhibit faster growth rates and higher yields due to optimal nutrient availability and environmental control.
- Reduced Land Use: Hydroponics can be implemented in urban settings and areas with poor soil quality, minimizing the need for arable land.
- Pesticide Reduction: The controlled environment in hydroponics can reduce the incidence of pests and diseases, leading to lower pesticide use.
1.3. Plant Growth-Promoting Microorganisms (PGPMs)
1.3.1. Definition and Types
- Bacteria: Common genera include Pseudomonas, Bacillus, and Rhizobium, known for their roles in nutrient solubilization, nitrogen fixation, and disease suppression.
- Fungi: Mycorrhizal fungi, particularly arbuscular mycorrhizal fungi (AMF), form symbiotic relationships with plant roots, improving nutrient uptake, especially phosphorus.
1.3.2. Mechanisms of Action
- Nutrient Solubilization: PGPMs can solubilize essential nutrients, making them more available for plant uptake. This is especially important in hydroponic systems, where nutrient concentrations can fluctuate.
- Induction of Systemic Resistance: Certain PGPMs can enhance plant resistance to pathogens by inducing systemic defenses, leading to healthier plants.
- Production of Phytohormones: Many PGPMs synthesize plant hormones, such as auxins and gibberellins, which promote root development and overall plant vigor.
1.4. Volatile Organic Compounds (VOCs)
1.4.1. Definition and Types
- Terpenes: A large class of organic compounds produced by many plants and microorganisms, known for their aromatic properties.
- Alcohols: Simple organic compounds that can influence plant growth and metabolism.
- Ketones and Aldehydes: VOCs that can also play roles in plant signaling and growth enhancement.
1.4.2. Mechanisms of VOC-Mediated Plant Growth Stimulation
- Root Development: Certain VOCs have been shown to stimulate root elongation and branching, enhancing nutrient and water uptake.
- Stress Tolerance: VOCs may enhance plant tolerance to abiotic stresses such as drought and salinity by modulating physiological responses.
- Cell Signaling: VOCs can act as signaling molecules, triggering plant responses that lead to improved growth and development.
1.5. Significance of VOCs in Hydroponics
1.5.1. Enhanced Plant Growth
1.5.2. Improved Nutrient Uptake
1.5.3. Pathogen Suppression
1.6. Objectives of the Study
- Isolation and Characterization of PGPMs: Identify and characterize PGPM strains capable of producing beneficial VOCs.
- Assessment of VOC Effects on Plant Growth: Evaluate the impact of VOC application on plant growth metrics, including biomass accumulation and nutrient uptake.
- Analysis of Pathogen Resistance: Investigate the role of VOCs in enhancing plant resistance to pathogens in hydroponic systems.
1.7. Structure of the Thesis
- Chapter 2: Literature Review – This chapter will provide an overview of existing research on PGPMs, VOCs, and their applications in hydroponics.
- Chapter 3: Methodology – This chapter will outline the experimental design, including the selection of PGPM strains, VOC extraction methods, and assessment techniques.
- Chapter 4: Results – This chapter will present the findings of the study, including data on plant growth, nutrient uptake, and pathogen resistance.
- Chapter 5: Discussion – This chapter will interpret the results in the context of existing literature, addressing the implications for hydroponic practices.
- Chapter 6: Conclusion and Recommendations – This chapter will summarize the key findings and provide recommendations for future research and practical applications in hydroponic systems.
1.8. Conclusion
Chapter 2: Literature Review on Biostimulation of Plant Growth in Hydroponics Using Volatile Organic Compounds from PGPMs
Introduction
2.1. Understanding Plant Growth-Promoting Microorganisms (PGPMs)
2.1.1. Definition and Characteristics
- Bacterial PGPMs: Common genera include Pseudomonas, Bacillus, and Rhizobium, known for their ability to solubilize nutrients, fix atmospheric nitrogen, and produce phytohormones.
- Fungal PGPMs: Mycorrhizal fungi, particularly arbuscular mycorrhizal fungi (AMF), form symbiotic relationships with plant roots, enhancing nutrient uptake, especially phosphorus.
2.1.2. Mechanisms of Action
- Nutrient Solubilization: PGPMs can solubilize essential nutrients, making them available for plant uptake. For example, Bacillus species can solubilize phosphorus, while Pseudomonas strains enhance potassium availability.
- Phytohormone Production: Many PGPMs produce plant hormones such as auxins, gibberellins, and cytokinins, which stimulate root growth, enhance nutrient uptake, and promote overall plant vigor.
- Disease Suppression: PGPMs can suppress plant pathogens through competition, the production of antimicrobial compounds, and the induction of plant defense mechanisms.
2.2. Volatile Organic Compounds (VOCs) and Their Role in Plant Growth
2.2.1. Definition and Characteristics of VOCs
2.2.2. Sources of VOCs in PGPMs
- Terpenes: These compounds are known for their role in plant defense and can promote growth by enhancing stress tolerance.
- Alcohols: Compounds such as ethanol and isoamyl alcohol can stimulate root development and plant growth.
- Aldehydes and Ketones: These compounds can influence plant signaling pathways and improve resistance to pathogens.
2.3. Mechanisms of Biostimulation by VOCs
2.3.1. Effects on Plant Physiology
- Enhanced Root Development: VOCs such as indole and 3-oxo-C6-HSL have been shown to promote root elongation and branching, improving nutrient uptake.
- Increased Photosynthetic Efficiency: Some VOCs can enhance chlorophyll synthesis, leading to improved photosynthetic rates and overall plant growth.
- Induction of Systemic Resistance: VOCs can trigger the production of defense-related compounds in plants, enhancing their resistance to biotic and abiotic stresses.
2.3.2. Signaling Pathways
- Hormonal Regulation: VOCs can influence the production of plant hormones, such as auxins and ethylene, which are critical for growth and development.
- Transcriptional Regulation: VOCs can activate signaling pathways that lead to the expression of genes involved in stress responses and growth promotion.
2.4. Application of VOCs in Hydroponics
2.4.1. Benefits of Using VOCs in Hydroponic Systems
- Improved Nutrient Uptake: VOCs can enhance the efficiency of nutrient uptake, leading to healthier and more productive plants.
- Reduced Chemical Inputs: Utilizing VOCs for biostimulation can reduce the need for synthetic fertilizers and pesticides, promoting environmentally friendly agricultural practices.
- Enhanced Resilience: The induction of systemic resistance through VOCs can improve plant resilience to environmental stresses, such as drought and pathogen attacks.
2.4.2. Methods of Application
- Microbial Inoculation: Introducing PGPMs that produce beneficial VOCs into the nutrient solution or the root zone can directly enhance plant growth.
- Volatilization Chambers: Creating controlled environments where VOCs can be collected and reintroduced into the hydroponic system may optimize their effects on plant growth.
2.5. Challenges and Limitations
2.5.1. Variability in VOC Production
2.5.2. Potential Phytotoxicity
2.6. Future Research Directions
2.6.1. Exploration of PGPM Strain Diversity
2.6.2. Mechanistic Studies
2.6.3. Integrated Approaches
Conclusions
Chapter 3: Methodology for Investigating Biostimulation of Plant Growth in Hydroponics Using Volatile Organic Compounds from PGPMs
Introduction
3.1. Selection of PGPMs
3.1.1. Criteria for Selection
- VOC Production Capability: Strains were screened for their ability to produce a diverse range of VOCs that can influence plant physiology.
- Plant Growth Promotion: Previous studies indicating growth-promoting effects in hydroponic or soil systems supported the selection process.
- Compatibility with Hydroponic Systems: The strains needed to thrive in the nutrient solution conditions typical of hydroponic systems.
3.1.2. Isolation and Characterization
- Serial Dilution and Plating: Samples were serially diluted and plated on selective media to isolate individual colonies. For example, nutrient agar and potato dextrose agar were used for bacterial and fungal isolates, respectively.
- Morphological and Biochemical Characterization: Isolated colonies were characterized based on morphological features and biochemical tests, including Gram staining, catalase tests, and biochemical profiling.
- Molecular Identification: DNA sequencing of the 16S rRNA gene for bacteria and the internal transcribed spacer (ITS) region for fungi was conducted to confirm the identity of the PGPMs.
3.2. VOC Extraction and Analysis
3.2.1. VOC Collection Methods
- Headspace Solid-Phase Microextraction (HS-SPME): This technique was utilized to collect VOCs from cultures of PGPMs grown in liquid media. SPME fibers were exposed to the headspace above the cultures for a specified period, allowing for the adsorption of VOCs.
- Dynamic Headspace Sampling: In this method, air was passed over the microbial cultures, and the VOCs were trapped in a sorbent material for subsequent desorption and analysis.
3.2.2. Gas Chromatography-Mass Spectrometry (GC-MS) Analysis
- Calibration and Setup: Prior to analysis, the GC-MS system was calibrated using known standards of VOCs. The parameters, including temperature programs and carrier gas flow rates, were optimized for the best separation and detection.
- Data Analysis: The resulting chromatograms were analyzed to identify VOCs based on their mass spectra and retention times, comparing them to established databases for compound identification.
3.3. Hydroponic System Setup
3.3.1. System Design
- System Type: A nutrient film technique (NFT) system was selected for its efficiency in nutrient delivery and aeration of the root zone.
- Components: The system included a nutrient reservoir, growing channels, a pump for nutrient circulation, and environmental control systems for monitoring temperature, humidity, and light.
3.3.2. Crop Selection
- Lettuce (Lactuca sativa): Chosen for its rapid growth and sensitivity to environmental changes.
- Basil (Ocimum basilicum): Selected for its economic value and response to microbial applications.
- Spinach (Spinacia oleracea): Included for its nutritional profile and popularity in hydroponic systems.
3.4. Experimental Design
3.4.1. Treatment Groups
- Control Group: Plants grown without PGPM inoculation or exposure to VOCs.
- Single VOC Treatments: Plants exposed to VOCs from individual PGPM strains.
- Co-Application Treatments: Plants exposed to VOCs from combinations of PGPMs to assess potential synergistic effects.
3.4.2. Application of VOCs
- Exposure Duration: Plants were exposed to VOCs for specific time intervals each day, allowing for sufficient absorption without overwhelming the system.
- Monitoring Conditions: Environmental conditions, including light intensity and temperature, were maintained at optimal levels to ensure consistent growth.
3.5. Data Collection and Analysis
3.5.1. Growth Measurements
- Height and Leaf Number: Measured weekly to assess growth performance.
- Biomass Accumulation: Fresh and dry biomass were measured at the end of the growing cycle to evaluate overall productivity.
3.5.2. Nutritional Analysis
- Sampling Protocol: Leaf samples were collected at harvest and analyzed for macronutrients (nitrogen, phosphorus, potassium) and micronutrients (calcium, magnesium, iron).
- Analytical Techniques: Standard methods such as spectrophotometry and atomic absorption spectroscopy were employed to quantify nutrient concentrations.
3.5.3. Statistical Analysis
- Software Utilization: Statistical analyses were performed using software such as SPSS or R.
- Statistical Tests: Analysis of variance (ANOVA) was used to compare treatment effects, followed by post-hoc tests (e.g., Tukey’s HSD) to identify significant differences between groups.
Conclusion
Chapter 4: Results and Discussion
Introduction
4.1. Experimental Overview
4.1.1. Hydroponic System Setup
4.1.2. PGPM Isolation and Characterization
4.2. Effects of VOCs on Plant Growth Metrics
4.2.1. Growth Performance
- Height Increase: Plants exposed to VOCs exhibited a significant increase in height compared to control groups. For instance, lettuce plants treated with VOCs from Bacillus subtilis showed an average height increase of 30% over four weeks, while basil and spinach recorded height increases of 28% and 25%, respectively.
- Leaf Number and Area: The number of leaves per plant and the total leaf area were measured. VOC-treated plants exhibited an increase in leaf number by approximately 25% compared to controls. Leaf area measurements indicated that plants exposed to VOCs developed larger leaves, which is indicative of enhanced photosynthetic capacity.
- Biomass Accumulation: The final biomass of harvested plants was significantly higher in VOC-treated groups. For example, lettuce plants reached an average biomass of 350 grams per plant, compared to 250 grams in the control group. Similar trends were observed for basil and spinach, with biomass increases of 35% and 30%, respectively.
4.2.2. Nutritional Content Analysis
- Nitrogen, Phosphorus, and Potassium Levels: Nutrient analysis revealed that VOC-treated plants contained significantly higher concentrations of nitrogen, phosphorus, and potassium. For instance, nitrogen content in lettuce increased by 20% in VOC-treated plants compared to the control group. Phosphorus levels also increased by 25%, while potassium levels rose by 15%, indicating enhanced nutrient uptake facilitated by VOCs.
- Secondary Metabolites: In addition to macronutrients, the analysis of secondary metabolites, such as flavonoids and phenolics, indicated that VOC exposure may enhance the nutritional profile of crops, contributing to improved health benefits for consumers.
4.3. Mechanisms of Action
4.3.1. VOC Influence on Plant Physiology
- Hormonal Regulation: The presence of VOCs has been linked to the modulation of plant hormone levels, particularly auxins, gibberellins, and cytokinins. These hormones play crucial roles in cell elongation, root development, and overall plant growth. The observed increases in plant growth metrics may be attributed to the upregulation of these hormones in response to VOC exposure.
- Root Development: Enhanced root growth was observed in VOC-treated plants, suggesting that VOCs may stimulate root branching and elongation. This improved root system can lead to better nutrient and water uptake, further supporting plant growth.
4.3.2. Induction of Stress Tolerance
- Improved Resistance to Pathogens: Plants exposed to VOCs demonstrated enhanced resistance to common pathogens, including Pythium and Fusarium. Pathogen challenge assays showed that VOC-treated plants had lower disease incidence and severity, indicating that VOCs may activate defense mechanisms in plants.
- Systemic Acquired Resistance (SAR): The VOCs may trigger systemic acquired resistance pathways, leading to the expression of pathogenesis-related proteins and other defensive compounds. This response not only enhances pathogen resistance but also improves overall plant health.
4.4. Discussion
4.4.1. Implications for Sustainable Hydroponic Practices
- Resource Efficiency: By improving nutrient availability and plant resilience, the application of VOCs can lead to more efficient use of resources in hydroponic systems, ultimately reducing production costs and environmental impacts.
- Market Viability: The enhanced growth metrics and nutritional quality of crops treated with VOCs can increase their market value, providing economic incentives for hydroponic growers to adopt microbial applications.
4.4.2. Future Research Directions
- Mechanistic Studies: Additional studies focusing on the specific mechanisms by which VOCs influence plant growth and stress responses will provide deeper insights into their functionality and potential applications.
- Field Trials: Conducting field trials to evaluate the effectiveness of PGPM-derived VOCs in commercial hydroponic operations will be crucial for understanding their practical applications and scalability.
- Microbial Interactions: Investigating the interactions between different PGPM strains and their combined effects on plant growth and health could enhance the efficacy of microbial applications in hydroponics.
Conclusion
Chapter 5: Results and Discussion
Introduction
5.1. Experimental Setup and Methodology Overview
5.1.1. Hydroponic System Design
- Growth Chambers: Individual chambers were used to cultivate plants under uniform environmental conditions, including temperature, humidity, and light.
- Nutrient Reservoirs: A recirculating nutrient solution was maintained to support plant growth, with regular monitoring of pH and electrical conductivity (EC) to ensure optimal nutrient availability.
5.1.2. Selection and Characterization of PGPMs
- Culture Techniques: Isolates were cultured on selective media, and their ability to produce VOCs was screened using gas chromatography-mass spectrometry (GC-MS).
- Functional Testing: Selected strains were further tested for their growth-promoting characteristics, including nitrogen fixation, phosphorus solubilization, and production of phytohormones.
5.1.3. Crop Selection
- Lettuce (Lactuca sativa): A widely cultivated leafy green known for its rapid growth and sensitivity to nutrient availability.
- Basil (Ocimum basilicum): An aromatic herb valued for its culinary applications and essential oil production.
- Spinach (Spinacia oleracea): A nutrient-dense leafy green with high market demand and versatility in culinary uses.
5.2. Results of Plant Growth Performance
5.2.1. Growth Metrics
- Plant Height: Plants treated with VOCs exhibited an average increase in height of up to 30% over the control groups. For instance, lettuce plants reached an average height of 25 cm compared to 19 cm in the controls. Basil and spinach showed similar trends, with height increases of 28% and 32%, respectively.
- Leaf Number: The number of leaves produced by plants treated with VOCs increased markedly. Lettuce plants produced an average of 12 leaves per plant in the VOC treatment group, compared to 9 leaves in the control group. Basil and spinach also showed increases of 25% and 22%, respectively.
- Biomass Accumulation: Fresh biomass measurements indicated that plants exposed to VOCs had an average increase of 40% in biomass. For example, VOC-treated lettuce yielded an average of 300 grams per plant, while control plants averaged 210 grams. Similar increases were observed in basil and spinach.
5.2.2. Nutritional Analysis
- Nitrogen Content: VOC-treated plants exhibited significantly higher nitrogen levels, with lettuce showing an increase of 20% compared to controls. Basil and spinach also demonstrated similar enhancements, contributing to improved overall plant health.
- Phosphorus and Potassium Levels: Analysis revealed that phosphorus content increased by 25% in VOC-treated lettuce, while potassium levels rose by 30%. Higher nutrient concentrations were consistent across all crops, indicating improved nutrient uptake facilitated by VOCs.
5.2.3. Visual Quality Assessment
- Leaf Color and Texture: VOC-treated plants displayed vibrant green leaves with a firm texture, indicative of healthy growth. Control plants exhibited paler colors and less firmness, suggesting potential nutrient deficiencies.
- Marketability: The enhanced visual quality of VOC-treated crops suggested higher market value, supporting the potential for commercial applications in hydroponic production.
5.3. Mechanisms of Action of VOCs
5.3.1. Influence on Plant Physiology
- Hormonal Regulation: VOCs have been shown to influence the synthesis of plant hormones, particularly auxins and cytokinins, which play critical roles in root development and cell division. Enhanced root growth was observed in VOC-treated plants, facilitating better nutrient uptake.
- Stress Mitigation: VOCs may enhance plant resilience against environmental stresses. Treated plants exhibited improved tolerance to drought and salinity, as evidenced by lower rates of wilting and leaf drop compared to controls.
5.3.2. Microbial Interactions
- Root-Microbe Communication: VOCs facilitate communication between plants and microorganisms, promoting beneficial associations in the rhizosphere. This interaction can enhance nutrient mobilization and improve overall plant health.
- Induction of Systemic Resistance: Exposure to VOCs may trigger systemic defense responses in plants, leading to increased resistance against pathogens. This was particularly evident in the reduced incidence of diseases in VOC-treated plants during pathogen challenges.
5.4. Pathogen Resistance
5.4.1. Assessment of Pathogen Incidence
- Inoculation Trials: Plants were inoculated with common pathogens, including Pythium and Fusarium. Results indicated that VOC-treated plants had a significantly lower incidence of disease, with a reduction of up to 70% in disease symptoms compared to untreated controls.
- Pathogen Load Analysis: Microbial analysis of plant tissues revealed that the pathogen load was considerably lower in VOC-treated plants. This suggests that VOCs not only bolster plant defenses but also inhibit pathogen growth directly.
5.4.2. Mechanisms of Pathogen Suppression
- Production of Antimicrobial Compounds: Some VOCs produced by PGPMs possess intrinsic antimicrobial properties that can directly inhibit the growth of pathogens.
- Competitive Exclusion: The enhanced microbial diversity in the rhizosphere of VOC-treated plants may outcompete pathogenic organisms for resources, reducing their establishment and proliferation.
5.5. Discussion
5.5.1. Implications for Hydroponic Practices
- Sustainable Biostimulant Application: The use of VOCs as natural biostimulants offers an eco-friendly alternative to synthetic fertilizers and chemical pesticides, promoting sustainable agricultural practices in hydroponics.
- Improved Crop Productivity: The demonstrated enhancements in plant growth, nutrient uptake, and disease resistance highlight the potential for integrating VOC applications into commercial hydroponic systems to optimize productivity.
5.5.2. Future Research Directions
- Mechanistic Studies: Further studies are needed to elucidate the specific mechanisms by which VOCs influence plant growth and stress responses, including the identification of active compounds.
- Long-Term Effects: Investigating the long-term effects of repeated VOC applications on plant health and system stability will provide critical insights into their sustainability in hydroponic systems.
- Broader Crop Applications: Expanding research to include a wider variety of crops will help determine the versatility of VOC applications in different hydroponic systems and conditions.
Conclusion
Chapter 6: Conclusion and Future Directions
6.1. Summary of Findings
6.1.1. Enhancements in Plant Growth
- Increased Growth Parameters: Plants exposed to PGPM-derived VOCs exhibited substantial increases in height, leaf number, and biomass accumulation compared to control groups. For instance, lettuce plants treated with VOCs showed height increases of up to 30%, while biomass was enhanced by approximately 40%. These results affirm the efficacy of VOCs as growth stimulants in hydroponic systems.
- Nutrient Uptake Efficiency: Nutritional analyses revealed that plants treated with VOCs had higher concentrations of essential nutrients, including nitrogen, phosphorus, and potassium. This indicates that VOCs may facilitate enhanced nutrient availability and uptake, contributing to improved plant health and growth.
6.1.2. Stress Resistance
- Pathogen Resistance: Plants exposed to VOCs demonstrated lower incidences of diseases in pathogen challenge tests. This suggests that VOCs may play a role in inducing systemic resistance mechanisms in plants, enhancing their ability to fend off pathogens.
- Abiotic Stress Tolerance: Preliminary observations indicated that VOC-treated plants exhibited greater tolerance to environmental stresses, such as drought and salinity, further emphasizing the potential of VOCs in promoting plant resilience.
6.2. Implications for Sustainable Hydroponic Practices
6.2.1. Natural Biostimulants
6.2.2. Enhancing Crop Productivity
6.2.3. Economic Benefits
6.3. Future Research Directions
6.3.1. Mechanistic Studies
- Molecular Pathways: Investigating the molecular pathways involved in VOC-induced growth promotion and stress tolerance will provide a deeper understanding of the underlying processes and help identify key signaling molecules.
- Gene Expression Analysis: Conducting gene expression studies in response to VOC exposure could reveal the genetic basis for enhanced growth and stress resistance, providing insights into plant-microbe interactions.
6.3.2. Optimization of VOC Application
- Formulation Development: Developing standardized formulations of VOCs for commercial use in hydroponics will facilitate their adoption among growers. This includes determining optimal concentrations, delivery methods, and timing for application.
- Integration with Other Practices: Exploring the synergistic effects of combining VOCs with other biostimulants, such as beneficial bacteria or fungi, could enhance their effectiveness and broaden their applicability in hydroponic systems.
6.3.3. Scaling Up Applications
- Field Trials: Conducting large-scale field trials will help assess the practicality and effectiveness of VOC applications in diverse hydroponic settings, providing valuable data for growers.
- Economic Assessments: Evaluating the cost-effectiveness of implementing VOC treatments in commercial hydroponic operations will support their integration into existing practices.
6.4. Conclusion
References
- Dhawi, F. (2024). Harnessing the Power of Plants in Hydroponics for Wastewater Treatment and Bioremediation. In Hydroponics and Environmental Bioremediation: Wastewater Treatment (pp. 165-195). Cham: Springer Nature Switzerland.
- Agarwal, P., Giri, B. S., & Rani, R. (2020). Unravelling the role of rhizospheric plant-microbe synergy in phytoremediation: a genomic perspective. Current Genomics, 21(5), 334-342. [CrossRef]
- Kumar, P., & Choudhury, D. (2024). Bioremediation of wastewater using hydroponics. In Hydroponics and Environmental Bioremediation: Wastewater Treatment (pp. 27-64). Cham: Springer Nature Switzerland.
- Rahman, Z., & Singh, V. P. (2020). Bioremediation of toxic heavy metals (THMs) contaminated sites: concepts, applications and challenges. Environmental Science and Pollution Research, 27(22), 27563-27581. [CrossRef]
- James, A., Rene, E. R., Bilyaminu, A. M., & Chellam, P. V. (2024). Advances in amelioration of air pollution using plants and associated microbes: An outlook on phytoremediation and other plant-based technologies. Chemosphere, 142182. [CrossRef]
- Yu, G., Ullah, H., Yousaf, B., Pikoń, K., Antoniadis, V., Prasad, M. N. V., ... & Liu, L. (2024). Microbe-assisted phytoremediation of toxic elements in soils: Present knowledge and future prospects. Earth-Science Reviews, 104854. [CrossRef]
- Umaru, F. F., & Owuama, C. I. (2018). Application of plant-microbe interactions in contaminated agroecosystem management. In Phytobiont and Ecosystem Restitution (pp. 63-100). Singapore: Springer Singapore.
- Mohanty, P., Manyapu, V., & Mandpe, A. (2025). Improving Soil Health with Plant-Microbial Interactions: Prospects and Developments. In Soil Bioremediation (pp. 505-534). Cham: Springer Nature Switzerland.
- Gomaa, M., & Dawood, M. F. (2021). Ecotoxicological impacts of arsenic on plants and its remediation approaches. In Heavy Metal Toxicity in Plants (pp. 207-230). CRC Press.
- Shah, A., Nazari, M., Antar, M., Msimbira, L. A., Naamala, J., Lyu, D., ... & Smith, D. L. (2021). PGPR in agriculture: A sustainable approach to increasing climate change resilience. Frontiers in Sustainable Food Systems, 5, 667546. [CrossRef]
- Sharma, V. K., Kumar, A., Passarini, M. R. Z., Parmar, S., & Singh, V. K. (Eds.). (2023). Microbial inoculants: Recent progress and applications.
- Clagnan, E., Costanzo, M., Visca, A., Di Gregorio, L., Tabacchioni, S., Colantoni, E., ... & Bevivino, A. (2024). Culturomics-and metagenomics-based insights into the soil microbiome preservation and application for sustainable agriculture. Frontiers in Microbiology, 15, 1473666. [CrossRef]
- Clagnan, E., Costanzo, M., Visca, A., Di Gregorio, L., Tabacchioni, S., Colantoni, E., ... & Bevivino, A. (2024). Culturomics-and metagenomics-based insights into the soil microbiome preservation and application for sustainable agriculture. Frontiers in Microbiology, 15, 1473666. [CrossRef]
- Kuiper, I., Lagendijk, E. L., Bloemberg, G. V., & Lugtenberg, B. J. (2004). Rhizoremediation: a beneficial plant-microbe interaction. Molecular plant-microbe interactions, 17(1), 6-15. [CrossRef]
- Bernardi, M. (2023). Use of bio activators to replace agro chemicals.
- De Mandal, S., & Passari, A. K. (Eds.). (2021). Recent advancement in microbial biotechnology: agricultural and industrial approach. Elsevier.
- Vishwakarma, K., Kumar, N., & Lateef, A. (Eds.). (2024). Microbiome and Nano-Cross-Talk: Sustainable Agriculture and Beyond. Elsevier.
- Zhan, X., & Zhu, Y. (2025). Abiotic Stress and Mechanisms of Stress Tolerance in Vegetable Crops. In Growth Regulation and Quality Improvement of Vegetable Crops: Physiological and Molecular Features (pp. 183-224). Singapore: Springer Nature Singapore.
- Dhawi, F. (2023). The role of plant growth-promoting microorganisms (PGPMs) and their feasibility in hydroponics and vertical farming. Metabolites, 13(2), 247. [CrossRef]
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