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	<title>Smart materials for carbon capture and real time air quality sensing - Journal of e-Science Letters</title>
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                        <title>Smart materials for carbon capture and real time air quality sensing</title>
                        <link>https://scienceletters.researchfloor.org/smart-materials-for-carbon-capture-and-real-time-air-quality-sensing/</link>
                        <pubDate>Wed, 25 Sep 2024 05:41:00 +0000</pubDate>
                        <dc:creator>admin</dc:creator>
                        <authors>
                                                        <author>
                                <name> Kakumanu Babu</name>
                                <affiliationId>1</affiliationId>
                                </author>
                                                            <author>
                                <name>Mihirkumar B. Suthar</name>
                                <affiliationId>2</affiliationId>
                                </author>
                                                            <author>
                                <name>Yashan Noushad</name>
                                <affiliationId>3</affiliationId>
                                </author>
                                                            <author>
                                <name>Amit Thakur</name>
                                <affiliationId>4</affiliationId>
                                </author>
                                                    

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                        <abstract language="eng"><p>Smart materials have emerged as transformative tools in the fight against climate change, particularly in the domains of carbon capture and real-time air quality sensing. These advanced materials possess the ability to respond dynamically to environmental stimuli, making them ideal for applications where adaptability, sensitivity, and efficiency is critical. For carbon capture, smart materials such as metal-organic frameworks (MOFs), covalent organic frameworks (COFs), and functionalized porous polymers exhibit high surface areas, tunable porosities, and selective gas adsorption properties, enabling them to effectively trap CO₂ even at low concentrations. Their reusability and energy-efficient regeneration further enhance their practical viability in industrial and environmental settings. In parallel, smart materials embedded in air quality sensing platforms—such as graphene-based sensors, conductive polymers, and nanostructured oxides—demonstrate remarkable sensitivity, selectivity, and fast response times for detecting pollutants like NOx, SOx, CO, O₃, and volatile organic compounds (VOCs). Integration with wireless communication and IoT infrastructure allows these materials to provide continuous, real-time monitoring of air quality, enabling rapid responses to environmental hazards and informed policy interventions. The convergence of carbon capture and air quality sensing within the framework of smart materials represents a promising strategy for sustainable environmental management and mitigation of anthropogenic emissions, aligning with global efforts toward cleaner air and climate resilience.</p>
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<p class="wp-block-paragraph"><strong>Introduction</strong></p>



<p class="wp-block-paragraph">Smart materials, also known as intelligent or responsive materials, are engineered substances that exhibit changes in their properties in response to external stimuli such as temperature, pressure, humidity, light, chemical environments, or magnetic and electric fields. These materials have revolutionized various sectors including aerospace, healthcare, robotics, and environmental engineering [1]. Their adaptability and responsiveness make them particularly attractive for addressing pressing environmental challenges, such as climate change and air pollution. The versatility of smart materials enables their integration into systems that require real-time data processing and functionality under dynamic environmental conditions [2-3].</p>



<p class="wp-block-paragraph">Carbon capture is one of the most critical technologies for mitigating the adverse effects of climate change caused by greenhouse gas emissions, particularly carbon dioxide (CO₂). Traditional carbon capture techniques, including chemical absorption and cryogenic separation, often suffer from limitations like high energy consumption, low selectivity, and poor regeneration efficiency [4]. Smart materials such as metal-organic frameworks (MOFs), covalent organic frameworks (COFs), and ionic liquids offer an innovative alternative. These materials can be customized at the molecular level to optimize CO₂ capture performance, selectivity, and recyclability, significantly improving overall system efficiency while reducing environmental impact [5].</p>



<p class="wp-block-paragraph">Simultaneously, the issue of deteriorating air quality has drawn increasing attention due to its profound implications for public health and environmental sustainability. Real-time air quality monitoring is crucial for early detection and mitigation of airborne pollutants such as nitrogen oxides (NOx), sulfur oxides (SOx), carbon monoxide (CO), ozone (O₃), and volatile organic compounds (VOCs). Traditional sensing technologies are often bulky, expensive, and limited in sensitivity and portability. Smart sensing materials, including nanostructured semiconductors, graphene-based composites, and conductive polymers, offer high surface area, fast response time, and improved sensitivity, which are essential for reliable air quality sensing at both industrial and consumer levels [6-7]. The integration of smart materials into carbon capture and air quality monitoring systems allows for the development of multifunctional environmental technologies. These materials can not only adsorb and store CO₂ efficiently but can also be engineered to signal their saturation levels, enhancing system automation. Similarly, smart sensors embedded in environmental monitoring devices can detect a wide range of pollutants in real-time, adjust sensitivity based on concentration levels, and transmit data wirelessly through IoT platforms. This dual capability enables comprehensive monitoring and management of atmospheric pollutants with unprecedented efficiency.</p>



<p class="wp-block-paragraph">Recent advances in materials science, nanotechnology, and environmental engineering have accelerated the development of next-generation smart materials tailored for these applications. Research is increasingly focused on improving the stability, selectivity, and energy efficiency of these materials, as well as exploring scalable production methods to facilitate their commercialization. Collaboration among academic institutions, industries, and governments is vital to drive innovation and overcome current limitations in deploying these technologies on a global scale [8], smart materials stand at the forefront of technological innovations aimed at tackling two of the most urgent environmental challenges: carbon emissions and air pollution. Their responsive nature, combined with customizable properties, allows for tailored solutions that meet the specific demands of carbon capture and air quality sensing. As these technologies continue to evolve, they hold the promise of significantly advancing our ability to monitor, manage, and ultimately reduce atmospheric pollutants, thereby contributing to a more sustainable and healthier planet.</p>



<p class="wp-block-paragraph"><strong>1. Evolution of Smart Materials in Environmental Applications</strong><br>Smart materials have rapidly advanced from their initial use in structural and biomedical applications to critical roles in environmental sustainability. These materials, characterized by their responsiveness to environmental stimuli, have proven to be instrumental in capturing pollutants and detecting contaminants in dynamic atmospheric conditions. Their adaptive behavior enables them to function efficiently in fluctuating temperatures, humidity, and pressure, all of which are common in outdoor environments [9]. The evolution of smart materials in environmental science has been driven by the growing urgency to mitigate climate change and reduce pollution. Initially limited to laboratory-scale experiments, modern smart materials are now being developed for scalable deployment in industrial settings. Their high degree of customization, based on chemical functionality and nano-structuring, offers novel pathways for capturing greenhouse gases like CO₂ and for developing advanced sensors for air quality monitoring.</p>



<p class="wp-block-paragraph"><strong>2. Metal-Organic Frameworks (MOFs) for Carbon Capture</strong><br>MOFs are crystalline porous materials composed of metal ions coordinated with organic linkers, creating highly ordered structures with vast surface areas. Their tunable pore size and chemical versatility allow for selective adsorption of gases, particularly carbon dioxide. MOFs have demonstrated exceptional CO₂ uptake at ambient conditions, making them promising candidates for post-combustion and direct air capture technologies. Furthermore, MOFs exhibit good stability under mild operational conditions and can be regenerated with lower energy compared to traditional amine-based capture systems. Their structure can be modified to enhance selectivity for CO₂ over other gases such as nitrogen or methane, thereby improving overall capture efficiency [10]. The ability to design MOFs for targeted performance enables precision in addressing diverse emission sources.</p>



<p class="wp-block-paragraph"><strong>3. Nanostructured Sensors for Air Quality Monitoring</strong><br>Smart materials such as carbon nanotubes, graphene, and metal oxide nanostructures are revolutionizing air quality monitoring. These materials offer high surface-to-volume ratios and electronic sensitivity, enabling the detection of pollutants at trace levels. Sensors embedded with these nanomaterials can detect NOx, SO₂, O₃, and VOCs with high accuracy and rapid response times [11]. The real-time monitoring capability of nanostructured sensors provides crucial data for assessing urban pollution, industrial emissions, and indoor air quality. Coupled with wireless technologies, these sensors form the backbone of smart cities, allowing for localized and continuous air pollution tracking. Their compact size and low power consumption further enhance their applicability in portable and wearable devices.</p>



<p class="wp-block-paragraph"><strong>4. Integration with Internet of Things (IoT)</strong><br>The fusion of smart materials with IoT platforms enhances environmental monitoring systems by allowing continuous data collection, transmission, and analysis. Smart sensors made from responsive materials can wirelessly send air quality data to cloud databases for real-time analysis. This integration supports predictive modeling, early warning systems, and automated regulatory compliance [12]. Moreover, IoT integration facilitates centralized control of distributed carbon capture and sensing units. By enabling remote diagnostics and system optimization, it reduces operational costs and ensures uninterrupted functionality. In industrial settings, this connectivity allows decision-makers to dynamically respond to changes in emissions or pollution patterns.</p>



<p class="wp-block-paragraph"><strong>5. Functionalized Polymers for Gas Selectivity</strong><br>Functionalized polymers are another class of smart materials tailored for carbon capture due to their flexibility, processability, and chemical adaptability. By incorporating amine groups or other reactive functionalities, these polymers can selectively bind to CO₂ molecules under mild conditions. The polymers’ adsorption capacity and selectivity can be finely tuned through chemical modification. In practice, these materials offer a lightweight and potentially low-cost alternative to conventional adsorbents [13]. Their integration into membranes and coatings allows for versatile applications in gas separation and filtration systems. Additionally, they demonstrate favorable regeneration profiles, reducing the energy penalty associated with continuous CO₂ capture operations.</p>



<p class="wp-block-paragraph"><strong>6. Conductive Polymers in Sensing Applications</strong><br>Conductive polymers such as polyaniline and polypyrrole are widely used in gas sensors due to their sensitivity to oxidative and reductive gases. Their electrical conductivity changes when exposed to gases like NOx, CO, and VOCs, which is measurable and provides a clear signal for pollutant detection. These materials are suitable for flexible, wearable, and miniaturized sensing devices [14]. Their low manufacturing cost, high sensitivity, and ease of processing make conductive polymers ideal for large-scale air quality monitoring networks. They can be fabricated on flexible substrates, integrated with microelectronic circuits, and tailored for specific analytes, enabling widespread deployment in urban, industrial, and residential areas.</p>



<p class="wp-block-paragraph"><strong>7. Smart Membranes for Selective CO</strong><strong>₂</strong><strong> Separation</strong><br>Smart membranes made from intelligent polymers or hybrid materials are designed to allow selective passage of CO₂ while blocking other gases like N₂ and CH₄. These membranes operate under low energy requirements and are suitable for post-combustion capture. Their structure can adapt in response to temperature or pressure changes, enhancing their efficiency under variable conditions [15]. These membranes offer a promising alternative to traditional solvent-based separation systems, which are energy-intensive. Advances in material design have led to membranes with high permeability, durability, and fouling resistance. When implemented in industrial stacks or pipelines, they contribute significantly to reducing carbon emissions cost-effectively.</p>



<p class="wp-block-paragraph"><strong>8. Hybrid Smart Composites for Dual Functionality</strong><br>Hybrid smart materials combine different classes—like MOFs with conductive polymers or nanoparticles—to achieve multifunctionality, such as simultaneous CO₂ capture and pollutant detection. These composites leverage synergistic effects to enhance mechanical strength, chemical reactivity, and sensing accuracy. Such materials are especially valuable in compact, integrated devices where space and weight are constrained. For instance, a hybrid coating could both adsorb CO₂ and monitor indoor air pollutants in smart homes or offices [16]. These multifunctional composites represent a strategic direction for designing next-generation environmental technologies.</p>



<p class="wp-block-paragraph"><strong>9. Self-Healing Materials for Long-Term Durability</strong><br>In harsh environments, sensors and capture units suffer from mechanical stress, contamination, or degradation. Self-healing smart materials restore their structural or functional properties after damage, significantly extending operational lifespan. These materials can autonomously repair cracks or restore conductivity through intrinsic or extrinsic healing mechanisms [17]. This durability ensures continuous functionality in field applications without frequent maintenance or replacement. In carbon capture systems, self-healing coatings can preserve membrane integrity. In air quality sensors, self-healing circuits enhance reliability, especially in industrial zones with high levels of particulate matter or chemical corrosives.</p>



<p class="wp-block-paragraph"><strong>10. Stimuli-Responsive Adsorbents for Controlled CO</strong><strong>₂</strong><strong> Release</strong><br>Certain smart materials respond to external triggers such as temperature, pH, or light to control gas release. These stimuli-responsive adsorbents allow selective desorption of CO₂ during regeneration cycles, improving energy efficiency and enabling precise control of carbon flow in capture systems [19]. For instance, photo-responsive MOFs can release CO₂ under specific light wavelengths, minimizing the need for thermal energy. This responsiveness reduces operational costs and facilitates modular system design. Their tunability also allows for compatibility with renewable energy sources for sustainable CO₂ management.</p>



<p class="wp-block-paragraph"><strong>11. Smart Materials in Indoor Air Purification Systems</strong><br>Indoor environments are increasingly recognized for poor air quality, affecting health and productivity. Smart materials are now being incorporated into air purifiers, HVAC filters, and wall coatings to capture indoor pollutants like formaldehyde, benzene, and CO₂. These materials dynamically adjust their performance based on occupancy, pollutant levels, and humidity [19]. Using sensors and actuators, these systems automatically activate purification mechanisms when pollutant concentrations exceed safe thresholds. Some even include materials that neutralize pathogens, contributing to healthier indoor spaces. The adaptability and responsiveness of these materials enhance user comfort and safety in residential and commercial buildings.</p>



<p class="wp-block-paragraph"><strong>12. Energy Considerations in Smart Material Deployment</strong><br>The energy efficiency of smart materials is a key consideration for their widespread adoption. Many smart sensors and capture materials are designed to operate at ambient conditions, reducing reliance on external power sources. Their low energy demands align with sustainable energy goals and reduce operational costs over time [20]. Moreover, the ability to couple these systems with renewable energy sources like solar or wind enhances their sustainability. Smart materials that regenerate using sunlight or waste heat exemplify how energy-smart designs can be embedded into future infrastructure. This energy compatibility is crucial for scaling up carbon mitigation technologies globally.</p>



<p class="wp-block-paragraph"><strong>13. Role in Climate Change Mitigation Policies</strong><br>Smart materials are integral to implementing climate change mitigation strategies outlined in international agreements such as the Paris Accord. By improving the effectiveness and affordability of carbon capture and air quality monitoring, these materials support regulatory compliance and help countries meet emissions targets [21]. Governments and industries can use real-time data from smart sensors to enforce emission caps, identify pollution hotspots, and incentivize clean technologies. Additionally, deploying smart carbon capture units in industrial sectors like cement, steel, and power generation can significantly cut national CO₂ outputs, aligning with sustainability mandates.</p>



<p class="wp-block-paragraph"><strong>14. Commercialization Challenges and Opportunities</strong><br>Despite their potential, several challenges hinder the large-scale commercialization of smart materials. These include high production costs, long-term stability, integration with existing systems, and lack of standardization. Addressing these barriers requires interdisciplinary collaboration and support from regulatory bodies and funding agencies [22]. On the other hand, the growing demand for green technologies presents enormous market opportunities. Startups and research institutions are increasingly investing in scalable manufacturing methods, such as 3D printing and roll-to-roll fabrication. As production becomes more cost-effective, smart materials are poised to enter mainstream environmental applications.</p>



<p class="wp-block-paragraph"><strong>15. Future Prospects and Research Directions</strong><br>The future of smart materials in environmental applications is promising, with ongoing research focusing on bio-inspired designs, AI-driven material discovery, and integration with advanced analytics. Innovations like programmable materials and multifunctional composites could revolutionize carbon management and environmental sensing. Cross-disciplinary approaches involving materials science, environmental engineering, and data science will accelerate innovation. Developing smart materials that not only react but predict environmental changes opens a new frontier for proactive and autonomous systems. These advances will play a critical role in creating intelligent, adaptive, and sustainable ecosystems for future generations.</p>



<p class="wp-block-paragraph"><strong>Conclusion</strong></p>



<p class="wp-block-paragraph">Smart materials have become an essential innovation in the global effort to mitigate environmental challenges, particularly in the domains of carbon capture and real-time air quality sensing. Their inherent responsiveness to environmental stimuli, coupled with their ability to be engineered for specific applications, provides unmatched versatility and efficiency. Materials such as metal-organic frameworks, conductive polymers, and nanocomposites have demonstrated remarkable capabilities in selectively adsorbing carbon dioxide and detecting harmful pollutants with high sensitivity. Unlike traditional methods that are often energy-intensive and limited in adaptability, smart materials offer a sustainable and scalable alternative, making them a cornerstone of next-generation environmental technologies. The integration of these materials into smart systems, including IoT platforms and autonomous environmental monitoring units, has elevated the functionality of both carbon capture and sensing technologies. Real-time data collection, cloud-based analytics, and responsive system controls enable faster, more informed decision-making processes in both industrial and public health sectors. Additionally, innovations in self-healing, multifunctional, and stimuli-responsive materials have improved durability and efficiency, reducing the need for frequent replacements and operational interruptions. These smart technologies not only enhance environmental monitoring but also empower communities and policymakers with actionable insights to combat climate change and pollution proactively, the future of smart materials in environmental sustainability appears exceedingly promising. Research and development are rapidly advancing, exploring hybrid systems, bioinspired materials, and AI-assisted material design to create smarter, more autonomous platforms.</p>



<p class="wp-block-paragraph"><strong>REFERENCES:</strong></p>



<ul class="wp-block-list">
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<li>Kumar, P., &amp; Kim, K.-H. (2020). Real-time sensing of air pollutants using advanced nanomaterials. <em>Sensors and Actuators B: Chemical</em>, 320, 128336.</li>



<li>Sumida, K., Rogow, D. L., &amp; Dinca, M. (2012). Carbon dioxide capture in metal-organic frameworks. <em>Chemical Reviews</em>, 112(2), 724–781.</li>



<li>Bai, Y., Dou, Y., &amp; Zhang, W. (2016). Zr-based MOFs: Design, synthesis, and applications. <em>Chemical Society Reviews</em>, 45(8), 2327–2367.</li>



<li>Zhang, Y., &amp; Wang, L. (2019). Graphene-based sensors for air quality monitoring. <em>Sensors</em>, 19(14), 3026.</li>



<li>D’Alessandro, D. M., Smit, B., &amp; Long, J. R. (2010). Carbon dioxide capture: Prospects for new materials. <em>Angewandte Chemie International Edition</em>, 49(35), 6058–6082.</li>



<li>Tchalala, M. R., &amp; Belmabkhout, Y. (2019). Fluorinated MOFs for CO₂ capture under humid conditions. <em>Nature Communications</em>, 10, 1328.</li>



<li>Liu, J., &amp; Thallapally, P. K. (2012). Progress in adsorption-based CO₂ capture by metal-organic frameworks. <em>Chemical Society Reviews</em>, 41(6), 2308–2322.</li>



<li>Arduini, F., &amp; Amine, A. (2020). Conductive polymers in electrochemical gas sensors. <em>Biosensors and Bioelectronics</em>, 148, 111802.</li>



<li>Czaplicka, M. (2020). VOCs in urban air: Sources and health impacts. <em>Environmental Research</em>, 191, 110091.</li>



<li>Tan, C., &amp; Cao, X. (2017). Hybrid materials for sensing and environmental remediation. <em>Advanced Materials</em>, 29(23), 1604620.</li>



<li>Ghosh, A., &amp; Mandal, B. (2018). CO₂-selective mixed matrix membranes with MOFs. <em>Journal of Membrane Science</em>, 558, 71–85.</li>



<li>Zhang, Y., &amp; Wang, S. (2018). Nanomaterials for gas sensing: A review. <em>Sensors</em>, 18(5), 1306.</li>



<li>Peplow, M. (2016). Sensors and smart cities. <em>Nature</em>, 536(7617), S8–S9.</li>



<li>Albo, J., &amp; Irabien, A. (2016). Ionic liquids in carbon capture and separation processes. <em>Journal of Chemical Technology and Biotechnology</em>, 91(7), 1601–1613.</li>



<li>Wang, J., &amp; Zhou, Z. (2014). Self-healing materials for long-term performance in harsh environments. <em>Materials Today</em>, 17(6), 247–252.</li>



<li>Zhang, L., &amp; Zhao, Y. (2020). Stimuli-responsive materials for gas adsorption and release. <em>Advanced Functional Materials</em>, 30(28), 2001236.</li>



<li>Amini, N., &amp; Shariaty-Niassar, M. (2019). MOFs and COFs for carbon capture: A comparative review. <em>Microporous and Mesoporous Materials</em>, 277, 163–182.</li>



<li>Dehghani-Sanij, A. R., &amp; Amiri, A. (2020). Applications of smart materials in the environment. <em>Environmental Chemistry Letters</em>, 18, 539–567.</li>



<li>Zhang, X., &amp; Yao, Y. (2021). Smart coatings for environmental sensing and protection. <em>Progress in Organic Coatings</em>, 151, 106023.</li>



<li>Kim, S., &amp; Park, C. (2020). Carbon capture using smart adsorbents: Recent advances. <em>Environmental Science &amp; Technology</em>, 54(13), 8468–8484.</li>



<li>Li, B., &amp; Chrzanowski, M. (2018). Applications of MOFs in sensing and separation. <em>Coordination Chemistry Reviews</em>, 373, 46–67.</li>
</ul>
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                                <keyword>Green hydrogen</keyword>
                                                            
                                <keyword>Green Modification</keyword>
                                                            
                                <keyword>Green synthesis</keyword>
                                                            
                                <keyword>Grounding Resistance</keyword>
                                                            
                                <keyword>Groundwater</keyword>
                                                            
                                <keyword>growth and germination</keyword>
                                                            
                                <keyword>Growth performance</keyword>
                                                            
                                <keyword>Gun-Culture</keyword>
                                                            
                                <keyword>hazards contaminant</keyword>
                                                            
                                <keyword>Health Communication</keyword>
                                                            
                                <keyword>Health promotion</keyword>
                                                            
                                <keyword>Heat exchanger</keyword>
                                                            
                                <keyword>Heat transfer</keyword>
                                                            
                                <keyword>Heavy metal</keyword>
                                                            
                                <keyword>Help-seeking readiness</keyword>
                                                            
                                <keyword>hematological parameters</keyword>
                                                            
                                <keyword>hematotoxicity</keyword>
                                                            
                                <keyword>Hepatitis C virus</keyword>
                                                            
                                <keyword>hill agriculture</keyword>
                                                            
                                <keyword>human security</keyword>
                                                            
                                <keyword>humanitarian aid</keyword>
                                                            
                                <keyword>IAWA</keyword>
                                                            
                                <keyword>Immunosuppressant</keyword>
                                                            
                                <keyword>Impact</keyword>
                                                            
                                <keyword>imported/foreign rice</keyword>
                                                            
                                <keyword>India</keyword>
                                                            
                                <keyword>Industry 4.0</keyword>
                                                            
                                <keyword>Innovation</keyword>
                                                            
                                <keyword>Insulation Performance</keyword>
                                                            
                                <keyword>insurgency</keyword>
                                                            
                                <keyword>Interactive Voice Response (IVR)</keyword>
                                                            
                                <keyword>internal migration</keyword>
                                                            
                                <keyword>IoT</keyword>
                                                            
                                <keyword>Islam</keyword>
                                                            
                                <keyword>ITO</keyword>
                                                            
                                <keyword>Jatropha tanjorensis</keyword>
                                                            
                                <keyword>kalki Cheruvu</keyword>
                                                            
                                <keyword>kidney</keyword>
                                                            
                                <keyword>kidney biomarkers</keyword>
                                                            
                                <keyword>kinetics</keyword>
                                                            
                                <keyword>Kunu-zaki</keyword>
                                                            
                                <keyword>Lambda-cyhalothrin</keyword>
                                                            
                                <keyword>Lead Free Perovskite (LFPs)</keyword>
                                                            
                                <keyword>Life Data</keyword>
                                                            
                                <keyword>Lignin Nano Particles (LNPs)</keyword>
                                                            
                                <keyword>liver enzymes</keyword>
                                                            
                                <keyword>local rice consumption</keyword>
                                                            
                                <keyword>Low-power design</keyword>
                                                            
                                <keyword>loyalty</keyword>
                                                            
                                <keyword>LSTM</keyword>
                                                            
                                <keyword>Machine learning</keyword>
                                                            
                                <keyword>Mainstreaming</keyword>
                                                            
                                <keyword>maternal</keyword>
                                                            
                                <keyword>mechanism of action</keyword>
                                                            
                                <keyword>Mental health</keyword>
                                                            
                                <keyword>Mental health literacy</keyword>
                                                            
                                <keyword>metal-organic frameworks</keyword>
                                                            
                                <keyword>Microbial analysis</keyword>
                                                            
                                <keyword>Microbial Contamination</keyword>
                                                            
                                <keyword>migrants</keyword>
                                                            
                                <keyword>Mindfulness</keyword>
                                                            
                                <keyword>Mining</keyword>
                                                            
                                <keyword>Mix- crops</keyword>
                                                            
                                <keyword>Modification</keyword>
                                                            
                                <keyword>Molasses</keyword>
                                                            
                                <keyword>Moraceae</keyword>
                                                            
                                <keyword>Mranaw</keyword>
                                                            
                                <keyword>multidrug-resistant bacterial isolates</keyword>
                                                            
                                <keyword>Nanocatalysts</keyword>
                                                            
                                <keyword>nanocomposites</keyword>
                                                            
                                <keyword>nanotechnology</keyword>
                                                            
                                <keyword>natives/indigenes</keyword>
                                                            
                                <keyword>Natural Colorant</keyword>
                                                            
                                <keyword>Natural resources</keyword>
                                                            
                                <keyword>nephroprotective</keyword>
                                                            
                                <keyword>Neuroplasticity</keyword>
                                                            
                                <keyword>new species</keyword>
                                                            
                                <keyword>next-generation devices</keyword>
                                                            
                                <keyword>Nigeria</keyword>
                                                            
                                <keyword>NLP</keyword>
                                                            
                                <keyword>Nummularine</keyword>
                                                            
                                <keyword>Oil</keyword>
                                                            
                                <keyword>Optimization</keyword>
                                                            
                                <keyword>Overvoltage Protection</keyword>
                                                            
                                <keyword>Palliative</keyword>
                                                            
                                <keyword>palm fronds</keyword>
                                                            
                                <keyword>Pandemic</keyword>
                                                            
                                <keyword>Papaya malt</keyword>
                                                            
                                <keyword>parallel computing</keyword>
                                                            
                                <keyword>Parameter</keyword>
                                                            
                                <keyword>pathogens</keyword>
                                                            
                                <keyword>pathology</keyword>
                                                            
                                <keyword>Pb-removal</keyword>
                                                            
                                <keyword>PCR</keyword>
                                                            
                                <keyword>Pearl millet</keyword>
                                                            
                                <keyword>Pearl millets</keyword>
                                                            
                                <keyword>Perovskite solar cell (PSCs)</keyword>
                                                            
                                <keyword>Personalized Learning</keyword>
                                                            
                                <keyword>pesticide toxicity</keyword>
                                                            
                                <keyword>phenolics</keyword>
                                                            
                                <keyword>Philanthropy</keyword>
                                                            
                                <keyword>Physical Activity</keyword>
                                                            
                                <keyword>physico chemical parameters</keyword>
                                                            
                                <keyword>Physicochemical Analysis</keyword>
                                                            
                                <keyword>Physicochemical Parameters</keyword>
                                                            
                                <keyword>Phytochemicals</keyword>
                                                            
                                <keyword>Phytosterol</keyword>
                                                            
                                <keyword>Piper betle Linn</keyword>
                                                            
                                <keyword>Plastic Waste</keyword>
                                                            
                                <keyword>Polypropylene</keyword>
                                                            
                                <keyword>Polystyrene</keyword>
                                                            
                                <keyword>Population</keyword>
                                                            
                                <keyword>precision agriculture</keyword>
                                                            
                                <keyword>Predictive Maintenance</keyword>
                                                            
                                <keyword>prevalence</keyword>
                                                            
                                <keyword>Prostate</keyword>
                                                            
                                <keyword>Public health</keyword>
                                                            
                                <keyword>Pyrolysis</keyword>
                                                            
                                <keyword>qualitative method</keyword>
                                                            
                                <keyword>quarrying</keyword>
                                                            
                                <keyword>Radio</keyword>
                                                            
                                <keyword>Ragi</keyword>
                                                            
                                <keyword>rainfall</keyword>
                                                            
                                <keyword>RDT</keyword>
                                                            
                                <keyword>Real-time Analytics</keyword>
                                                            
                                <keyword>Real-Time Detection</keyword>
                                                            
                                <keyword>Recyclable materials</keyword>
                                                            
                                <keyword>Recycled materials</keyword>
                                                            
                                <keyword>Remittance inflow</keyword>
                                                            
                                <keyword>Remote Work</keyword>
                                                            
                                <keyword>Renewable electrolysis</keyword>
                                                            
                                <keyword>renewable energy</keyword>
                                                            
                                <keyword>Resilience</keyword>
                                                            
                                <keyword>Resistance to Change</keyword>
                                                            
                                <keyword>resistant starch</keyword>
                                                            
                                <keyword>Response Surface Methodology</keyword>
                                                            
                                <keyword>result quality</keyword>
                                                            
                                <keyword>revised universal soil loss equation</keyword>
                                                            
                                <keyword>Rheumatoid arthritis</keyword>
                                                            
                                <keyword>Rido</keyword>
                                                            
                                <keyword>risk factors</keyword>
                                                            
                                <keyword>Rural Development</keyword>
                                                            
                                <keyword>Rutaceae</keyword>
                                                            
                                <keyword>scholarly inquiry</keyword>
                                                            
                                <keyword>School psychosocial environment</keyword>
                                                            
                                <keyword>seasons</keyword>
                                                            
                                <keyword>serum</keyword>
                                                            
                                <keyword>Silence genes</keyword>
                                                            
                                <keyword>single and dual system</keyword>
                                                            
                                <keyword>smallholder farmers</keyword>
                                                            
                                <keyword>Smart Contracts</keyword>
                                                            
                                <keyword>Smart materials</keyword>
                                                            
                                <keyword>SnF2</keyword>
                                                            
                                <keyword>social constructivism</keyword>
                                                            
                                <keyword>Social Contract</keyword>
                                                            
                                <keyword>Social Impact</keyword>
                                                            
                                <keyword>Social media</keyword>
                                                            
                                <keyword>Social Responsibility</keyword>
                                                            
                                <keyword>socio-historical.</keyword>
                                                            
                                <keyword>Soil</keyword>
                                                            
                                <keyword>soil health</keyword>
                                                            
                                <keyword>soil loss</keyword>
                                                            
                                <keyword>soil moisture sensors</keyword>
                                                            
                                <keyword>Solar photovoltaics</keyword>
                                                            
                                <keyword>Soxhlet Extraction</keyword>
                                                            
                                <keyword>SPSS</keyword>
                                                            
                                <keyword>Stakeholders</keyword>
                                                            
                                <keyword>startup growth</keyword>
                                                            
                                <keyword>Stimulant</keyword>
                                                            
                                <keyword>Stimulating effect</keyword>
                                                            
                                <keyword>Stress</keyword>
                                                            
                                <keyword>Suddab</keyword>
                                                            
                                <keyword>Supply Chain Integration</keyword>
                                                            
                                <keyword>Supply Chain Management</keyword>
                                                            
                                <keyword>surface runoff</keyword>
                                                            
                                <keyword>Surge Arrester</keyword>
                                                            
                                <keyword>Sustainability</keyword>
                                                            
                                <keyword>Sustainable Business Models</keyword>
                                                            
                                <keyword>Sustainable chemistry</keyword>
                                                            
                                <keyword>sustainable development</keyword>
                                                            
                                <keyword>sustainable ingredients</keyword>
                                                            
                                <keyword>Sustainable materials</keyword>
                                                            
                                <keyword>sustainable technologies</keyword>
                                                            
                                <keyword>T. b. gambiense</keyword>
                                                            
                                <keyword>Target distribution</keyword>
                                                            
                                <keyword>Tea Leaf Fibre Extract (TLFE)</keyword>
                                                            
                                <keyword>Technologies</keyword>
                                                            
                                <keyword>terpenoids</keyword>
                                                            
                                <keyword>Thermal analysis</keyword>
                                                            
                                <keyword>Thin Film</keyword>
                                                            
                                <keyword>Thinai</keyword>
                                                            
                                <keyword>Tiger Nut Milk</keyword>
                                                            
                                <keyword>Torrefaction</keyword>
                                                            
                                <keyword>Tourism</keyword>
                                                            
                                <keyword>Toxicokinetics</keyword>
                                                            
                                <keyword>Transparency</keyword>
                                                            
                                <keyword>urban Ghana</keyword>
                                                            
                                <keyword>Urban infrastructure</keyword>
                                                            
                                <keyword>USAID</keyword>
                                                            
                                <keyword>Vacuum vapor deposition (VVDs)</keyword>
                                                            
                                <keyword>Vacuum; Ti-Co</keyword>
                                                            
                                <keyword>Varagu</keyword>
                                                            
                                <keyword>Vicia faba</keyword>
                                                            
                                <keyword>Visual Storytelling</keyword>
                                                            
                                <keyword>visualization</keyword>
                                                            
                                <keyword>VLSI</keyword>
                                                            
                                <keyword>waste handlers</keyword>
                                                            
                                <keyword>Water</keyword>
                                                            
                                <keyword>water analysis</keyword>
                                                            
                                <keyword>Water Quality Index</keyword>
                                                            
                                <keyword>Water-smart irrigation</keyword>
                                                            
                                <keyword>wildlife</keyword>
                                                            
                                <keyword>Wind energy</keyword>
                                                            
                                <keyword>women</keyword>
                                                            
                                <keyword>Wood microstructure</keyword>
                                                            
                                <keyword>Workforce Productivity</keyword>
                                                        
                        </keywords>
                                                                </item>
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