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	<title>transforming agricultural practices &#8211; Science</title>
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	<title>transforming agricultural practices &#8211; Science</title>
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		<title>Enhancing Rice Supply Chain Traceability in Indonesia</title>
		<link>https://scienmag.com/enhancing-rice-supply-chain-traceability-in-indonesia/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Sun, 04 Jan 2026 07:37:24 +0000</pubDate>
				<category><![CDATA[Earth Science]]></category>
		<category><![CDATA[agricultural efficiency improvements]]></category>
		<category><![CDATA[blockchain technology in agriculture]]></category>
		<category><![CDATA[challenges in rice cultivation]]></category>
		<category><![CDATA[digital information system in agriculture]]></category>
		<category><![CDATA[enhancing food security in Indonesia]]></category>
		<category><![CDATA[Indonesia rice production innovations]]></category>
		<category><![CDATA[Internet of Things in supply chain]]></category>
		<category><![CDATA[real-time data analytics in farming]]></category>
		<category><![CDATA[rice supply chain traceability]]></category>
		<category><![CDATA[stakeholder collaboration in agriculture]]></category>
		<category><![CDATA[sustainable rice production Indonesia]]></category>
		<category><![CDATA[transforming agricultural practices]]></category>
		<guid isPermaLink="false">https://scienmag.com/enhancing-rice-supply-chain-traceability-in-indonesia/</guid>

					<description><![CDATA[The Indonesian rice supply chain, a cornerstone of the nation&#8217;s agricultural economy, is on the brink of a significant transformation. A recent initiative spearheaded by researchers A.M. Azis, M. Irjayanti, and Y.R. Murti promises to establish an enhanced digital information system aimed at improving traceability and sustainability within this vital sector. As the demand for [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>The Indonesian rice supply chain, a cornerstone of the nation&#8217;s agricultural economy, is on the brink of a significant transformation. A recent initiative spearheaded by researchers A.M. Azis, M. Irjayanti, and Y.R. Murti promises to establish an enhanced digital information system aimed at improving traceability and sustainability within this vital sector. As the demand for rice continues to rise, the necessity for a more efficient and transparent supply chain is becoming increasingly apparent. This new approach leverages cutting-edge technology to address longstanding challenges, promising a future where Indonesia&#8217;s rice production can meet the growing needs of its population.</p>
<p>In the heart of Southeast Asia, Indonesia is one of the world’s largest rice producers. However, the traditional methods of rice cultivation and distribution have long been accompanied by numerous inefficiencies. From outdated farming techniques to a fragmented supply chain, these issues have led to significant challenges in ensuring food security and maintaining environmental sustainability. Recognizing these obstacles, the research team has developed a digital information system that aims to unify various stakeholders in the rice supply chain and provide them with real-time data and analytics.</p>
<p>The digital information system integrates several technological advancements, including blockchain and IoT (Internet of Things) applications. By employing blockchain technology, the system ensures that every step of the rice production process is documented and immutable, providing an unparalleled level of transparency. This allows consumers to trace their rice back to its origin, fostering trust and accountability among farmers, distributors, and consumers. Meanwhile, IoT devices collect data on crop health and environmental conditions, enhancing farmers&#8217; ability to make informed decisions regarding their practices.</p>
<p>Moreover, the implementation of this system is designed to improve sustainability within the rice supply chain. Traditional rice farming often relies heavily on chemical fertilizers and pesticides, contributing to soil degradation and water pollution. The digital platform promotes sustainable farming methods by providing farmers with data-driven insights on when and how much fertilizer to use, thereby minimizing environmental impact. This not only helps in conserving the ecosystem but also optimizes input costs, creating a win-win situation for farmers and the environment.</p>
<p>A key aspect of this initiative is its inclusivity. The research team recognizes that many smallholder farmers in Indonesia may lack access to modern technology and resources. Therefore, the digital information system has been developed with user-friendly interfaces and educational tools that empower these farmers. Training programs will be established to ensure that every participant in the supply chain can effectively utilize the new system. By bridging the technological gap, the initiative aims to uplift entire communities, driving economic growth and improving livelihoods.</p>
<p>The significance of enhancing traceability in the rice supply chain cannot be overstated. In an era where consumer preferences lean towards ethically sourced and environmentally friendly products, the necessity for robust traceability mechanisms becomes paramount. This digital platform will not only cater to domestic consumers but also position Indonesian rice in the global market, where demand for sustainably sourced food is skyrocketing. Enhanced traceability can also protect Indonesian farmers against market fluctuations by ensuring that they receive fair prices for their products.</p>
<p>In addition to benefits for farmers and consumers, the digital information system holds promise for governmental stakeholders. As policymakers strive to implement effective agricultural policies, access to data will enable informed decision-making. The collection of comprehensive data regarding production levels, market demands, and environmental impacts will aid in crafting initiatives that support sustainable agriculture on a national scale. By fostering a data-driven approach, the system contributes to a more resilient and adaptive agricultural sector.</p>
<p>Collaboration will be central to the successful implementation of this initiative. The research team is actively engaging with various stakeholders, including government agencies, non-governmental organizations, and private sector partners. This collaborative effort is vital in ensuring that the digital information system aligns with existing agricultural policies and infrastructures. By working together, stakeholders can pool resources, share expertise, and ultimately drive widespread adoption of the technology across the rice supply chain.</p>
<p>Furthermore, the project is taking a proactive approach to address potential challenges during implementation. One of the main concerns is the digital divide, which may exclude some farmers from reaping the benefits of the new system. To mitigate this risk, the research team is prioritizing outreach and support to underrepresented communities. Ensuring that all farmers can participate is critical to achieving the overall goals of sustainability and traceability.</p>
<p>As the project progresses, the researchers are also closely monitoring the environmental impact of the digital information system. By tracking changes in farming practices and their effects on local ecosystems, they aim to assess the sustainability of the initiative in real time. This ongoing evaluation will provide feedback for continuous improvement and adaptation, ensuring that the system remains effective as conditions evolve.</p>
<p>In summary, the research conducted by Azis, Irjayanti, and Murti signifies a pivotal moment in the evolution of Indonesia&#8217;s rice supply chain. Through the deployment of a sophisticated digital information system, the initiative aims to enhance traceability and sustainability, ultimately benefiting farmers, consumers, and the environment alike. As this project unfolds, the hope is that it will serve as a blueprint for similar efforts in other agricultural sectors, demonstrating the power of technology in promoting food security and sustainable practices.</p>
<p>As we look to the future, the implications of this transformational project extend beyond the borders of Indonesia. With the world grappling with the challenges of food production in the face of climate change and population growth, the lessons learned from this initiative could have a far-reaching impact. The integration of technology in agriculture is not just an option; it is becoming a necessity to ensure a food-secure and sustainable world for generations to come.</p>
<p>The convergence of technology and agriculture exemplified in this research provides a glimpse into a future where farmers are empowered with knowledge and tools that foster sustainable practices. As this digital information system continues to evolve, it may well usher in a new era of agricultural innovation, helping to navigate the complexities of modern food systems.</p>
<p>With these advancements on the horizon, the Indonesian rice supply chain stands poised for a remarkable transformation, one that prioritizes sustainability, efficiency, and transparency. As consumers increasingly demand accountability in their food choices, the success of this initiative may very well hold the key to a more sustainable agricultural future not just for Indonesia, but for the world at large.</p>
<hr />
<p><strong>Subject of Research</strong>: Digital information system for enhancing traceability and sustainability in Indonesia&#8217;s rice supply chain.</p>
<p><strong>Article Title</strong>: Advancing traceability and sustainability through a digital information system in Indonesia’s rice supply chain.</p>
<p><strong>Article References</strong>:</p>
<p class="c-bibliographic-information__citation">Azis, A.M., Irjayanti, M. &amp; Murti, Y.R. Advancing traceability and sustainability through a digital information system in Indonesia’s rice supply chain.<br />
                    <i>Discov Sustain</i>  (2026). https://doi.org/10.1007/s43621-025-02544-4</p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>:</p>
<p><strong>Keywords</strong>: Digital information system, traceability, sustainability, rice supply chain, Indonesia.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">123006</post-id>	</item>
		<item>
		<title>Boosting Rural Energy Independence Through Pig Slurry Digestion</title>
		<link>https://scienmag.com/boosting-rural-energy-independence-through-pig-slurry-digestion/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Fri, 31 Oct 2025 23:23:42 +0000</pubDate>
				<category><![CDATA[Technology and Engineering]]></category>
		<category><![CDATA[biogas production from livestock waste]]></category>
		<category><![CDATA[clean energy solutions for rural communities]]></category>
		<category><![CDATA[environmental benefits of biogas]]></category>
		<category><![CDATA[financial viability of renewable energy]]></category>
		<category><![CDATA[methane as vehicle fuel]]></category>
		<category><![CDATA[pig slurry anaerobic digestion]]></category>
		<category><![CDATA[renewable energy in agriculture]]></category>
		<category><![CDATA[rural energy independence]]></category>
		<category><![CDATA[scaling up anaerobic digestion facilities]]></category>
		<category><![CDATA[sustainable energy sources]]></category>
		<category><![CDATA[transforming agricultural practices]]></category>
		<category><![CDATA[waste management in pig farming]]></category>
		<guid isPermaLink="false">https://scienmag.com/boosting-rural-energy-independence-through-pig-slurry-digestion/</guid>

					<description><![CDATA[The quest for alternative energy sources has never been more urgent, especially for rural communities often reliant on traditional, non-renewable energy systems. In a pioneering study led by a team of researchers, including Girón-Rojas and colleagues, the potential of anaerobic digestion of pig slurry is assessed not only in terms of environmental benefits but also [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>The quest for alternative energy sources has never been more urgent, especially for rural communities often reliant on traditional, non-renewable energy systems. In a pioneering study led by a team of researchers, including Girón-Rojas and colleagues, the potential of anaerobic digestion of pig slurry is assessed not only in terms of environmental benefits but also for its financial viability. This research illuminates a pathway that enhances energy self-sufficiency, potentially transforming agricultural practices in rural regions.</p>
<p>Anaerobic digestion is a biochemical process where microorganisms break down organic matter in the absence of oxygen. This process can generate biogas, which primarily consists of methane—a clean energy source that can be utilized for heating, electricity generation, or as vehicle fuel. Utilizing pig slurry, a waste product from pig farming, holds the promise of not only efficiently managing waste but also producing a sustainable energy source. As this research reveals, the environmental implications of such practices are significant, offering a dual benefit of waste reduction and renewable energy production.</p>
<p>The study explores the potential of scaling up anaerobic digestion facilities in rural areas, where pig farming is prevalent. Typically, pig slurry is abundant in these regions, and its management poses challenges. Without the right processes in place, this waste can lead to significant environmental pollution, mainly affecting water bodies through nutrient runoff. By channeling this waste into anaerobic digesters, the waste can be effectively processed into both biogas and digestate—a nutrient-rich fertilizer. This not only mitigates pollution but also recycles nutrients back into the agricultural system.</p>
<p>In terms of financial assessment, the researchers delve into the costs associated with setting up anaerobic digestion facilities. Initial investments can be substantial; however, the research outlines that the return on investment can be justified through various mechanisms. Over time, operators can benefit from reduced electricity and heating costs, along with potential revenue generated from the sale of biogas and digestate. Moreover, governments and environmental bodies are increasingly implementing incentives for renewable energy production, which further enhances the financial viability of such projects.</p>
<p>The environmental footprint of traditional pig farming poses significant challenges, particularly regarding greenhouse gas emissions. By adopting anaerobic digestion, farms can drastically reduce their methane emissions. Methane is a potent greenhouse gas, with a global warming potential many times higher than that of carbon dioxide. The transition to anaerobic digestion not only helps in mitigating climate change but also aligns with broader sustainability goals aimed at reducing carbon footprints in the agricultural sector.</p>
<p>Moreover, anaerobic digestion contributes to the circular economy concept. Instead of being discarded or inadequately managed, pig slurry becomes a valuable resource that is triple-fold beneficial—reducing waste, generating energy, and enriching soil health through the use of digestate. This approach is particularly compelling for rural regions, which are often grappling with economic challenges and environmental degradation.</p>
<p>The research delves into the different types of anaerobic digestion systems available, analyzing their efficiencies and appropriateness for various farm sizes or types. From small-scale, farm-based digesters to larger, community-level systems that require extensive infrastructure, the researchers assess how different configurations can be optimized. Their findings suggest that small farmers can benefit significantly from technology tailored to their specific needs, leading to increased participation in renewable energy generation.</p>
<p>Part of the study also addresses the social implications of enhanced energy self-sufficiency through anaerobic digestion. By promoting local energy production, communities can experience increased energy security, reducing their dependence on external energy markets. Furthermore, job creation in facility management and maintenance offers additional economic benefits, contributing to community resilience. This aspect of the research illustrates how renewable energy initiatives can foster socio-economic development alongside ecological benefits.</p>
<p>One of the significant challenges highlighted in the study is public perception and acceptance of anaerobic digestion technology. To promote a successful transition, stakeholders must engage with local communities to educate them about the benefits of anaerobic digestion. Understanding the potential for improved waste management, decreased environmental impact, and increased local energy production can help persuade communities to embrace these innovative technologies.</p>
<p>The researchers advocate for policy interventions that support the adoption of anaerobic digestion systems. This includes financial incentives and assistance programs tailored to farmers, enabling them to overcome initial cost barriers. By expanding access to funding for anaerobic digesters, there is an opportunity to inspire more extensive implementation and capitalize on the benefits for both farmers and the environment.</p>
<p>As the study concludes, it emphasizes the dual benefit of mitigating waste while harnessing renewable energy potential. The successful implementation of anaerobic digestion in rural regions not only presents an exciting frontier in agricultural energy self-sufficiency but also aligns with global efforts toward sustainability. The call to action for policymakers, agricultural professionals, and rural community leaders is clear: adopting anaerobic digestion could redefine waste management and energy generation in agricultural settings.</p>
<p>Overall, the implications of this research are promising, not only for rural economies and ecosystems but also for the broader quest to confront climate change. The integration of anaerobic digestion into agricultural practices presents a sustainable solution that helps build energy resilience, fosters economic growth, and protects the environment. As rural areas continue to seek innovative solutions, anaerobic digestion stands out as a beacon of hope for the future of energy production.</p>
<p>Through this comprehensive assessment, the research contributes significantly to the existing body of knowledge, paving the way for further studies exploring the practical applications and long-term impacts of anaerobic digestion. It encourages researchers and practitioners to investigate conditions that optimize the performance of these systems, ensuring they provide maximum benefits to both the environment and society.</p>
<p>In essence, this work highlights the transformative potential of blending traditional agricultural practices with modern renewable technologies. As we advance in our quest for sustainability, the incorporation of anaerobic digestion into rural energy systems promises not only to enhance self-sufficiency but also to protect our planet, making it a vital area for ongoing research and development.</p>
<p><strong>Subject of Research</strong>:  Environmental and Financial Assessment of Anaerobic Digestion of Pig Slurry</p>
<p><strong>Article Title</strong>:  Enhancing Energy Self-Sufficiency in Rural Regions: Environmental and Financial Assessment of Anaerobic Digestion of Pig Slurry</p>
<p><strong>Article References</strong>:</p>
<p class="c-bibliographic-information__citation">Girón-Rojas, C., Alcobendas, A.I.P., Cortés, J.G. <i>et al.</i> Enhancing Energy Self-Sufficiency in Rural Regions: Environmental and Financial Assessment of Anaerobic Digestion of Pig Slurry..<br />
                    <i>Waste Biomass Valor</i>  (2025). https://doi.org/10.1007/s12649-025-03366-1</p>
<p><strong>Image Credits</strong>:  AI Generated</p>
<p><strong>DOI</strong>:  10.1007/s12649-025-03366-1</p>
<p><strong>Keywords</strong>:  Anaerobic Digestion, Pig Slurry, Energy Self-Sufficiency, Renewable Energy, Rural Development, Sustainability.</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">99560</post-id>	</item>
		<item>
		<title>Cutting-Edge Research on Novel Crop Fertilizers</title>
		<link>https://scienmag.com/cutting-edge-research-on-novel-crop-fertilizers/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Sat, 31 May 2025 19:31:17 +0000</pubDate>
				<category><![CDATA[Agriculture]]></category>
		<category><![CDATA[advanced fertilizer technology]]></category>
		<category><![CDATA[biotechnological approaches in agriculture]]></category>
		<category><![CDATA[controlled nutrient release systems]]></category>
		<category><![CDATA[enhancing nutrient use efficiency]]></category>
		<category><![CDATA[environmental impact of fertilizers]]></category>
		<category><![CDATA[global food security solutions]]></category>
		<category><![CDATA[nano-enabled fertilizers]]></category>
		<category><![CDATA[novel crop fertilizers]]></category>
		<category><![CDATA[reducing nutrient runoff]]></category>
		<category><![CDATA[soil health and nutrient management]]></category>
		<category><![CDATA[sustainable agriculture innovations]]></category>
		<category><![CDATA[transforming agricultural practices]]></category>
		<guid isPermaLink="false">https://scienmag.com/cutting-edge-research-on-novel-crop-fertilizers/</guid>

					<description><![CDATA[In the relentless pursuit of global food security and sustainable agriculture, the development of innovative fertilizers has emerged as a critical frontier. The growing challenges of soil degradation, nutrient runoff, and environmental pollution have underscored the urgency for novel crop nutrition solutions that not only enhance productivity but also minimize ecological footprints. Recent advancements, as [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the relentless pursuit of global food security and sustainable agriculture, the development of innovative fertilizers has emerged as a critical frontier. The growing challenges of soil degradation, nutrient runoff, and environmental pollution have underscored the urgency for novel crop nutrition solutions that not only enhance productivity but also minimize ecological footprints. Recent advancements, as comprehensively reviewed by Maaz, Dobermann, Lyons, and colleagues, illuminate a transformative era in fertilizer technology that could redefine modern agricultural practices worldwide.</p>
<p>Traditional fertilizers, primarily composed of simple nitrogen, phosphorus, and potassium compounds, have long served as the backbone of crop nutrition. However, their inefficiencies in nutrient use and adverse environmental effects are well-documented. Excessive application leads to nutrient leaching, eutrophication of water bodies, and greenhouse gas emissions. Recognizing these limitations, researchers have pivoted towards designing fertilizers with controlled nutrient release, enhanced nutrient use efficiency, and environmental compatibility. These novel formulations aim to synchronize nutrient availability with plant demand through sophisticated chemical engineering and biotechnological methods.</p>
<p>Central to this innovation wave is the concept of nano-enabled fertilizers. By leveraging nanotechnology, fertilizers are engineered at the nanoscale to optimize nutrient delivery and fortify plant uptake mechanisms. Nanoparticles serve as carriers for nutrients, facilitating precise, slow, and targeted release mechanisms that reduce losses to the surrounding environment. Such nanoscale formulations also improve soil microbiome interactions and promote root growth by enhancing nutrient accessibility. The implications for increased yield and reduced application frequency could be immense, potentially revolutionizing fertilizer regimens for diverse cropping systems.</p>
<p>Beyond nanoformulations, biofertilizers represent another promising frontier, integrating living microorganisms to augment nutrient availability naturally. These microbial inoculants, including nitrogen-fixing bacteria, phosphate-solubilizing microbes, and mycorrhizae, establish symbiotic relationships with crops, thereby mobilizing essential nutrients locked in the soil matrix. The resurgence of biofertilizers corresponds to an ecological shift towards harnessing microbiome dynamics for sustainable agriculture. When combined with conventional or novel chemical fertilizers, biofertilizers create integrated nutrient management systems that are both productive and environmentally responsible.</p>
<p>Chemical innovation continues alongside biological approaches, with the synthesis of stabilized nutrient complexes that resist premature degradation or volatilization. For example, nitrification inhibitors and urease inhibitors chemically modify conventional nitrogen fertilizers to slow conversion processes that normally result in nitrogen loss. This controlled transformation ensures greater nutrient retention in the root zone, improving crop uptake efficiency. The synergy of inhibitor additives with slow-release formulations exemplifies multi-layered strategies to combat nutrient inefficiency and environmental hazards simultaneously.</p>
<p>Understanding the spatial and temporal dynamics of nutrient availability in the rhizosphere has further catalyzed the development of smart fertilizers. These intelligent systems incorporate sensors and responsive polymers that adjust nutrient release in response to real-time soil and plant conditions. Such advanced fertilizers are designed to respond to moisture, pH, or plant exudates, thus delivering nutrients precisely when and where needed. While still in experimental phases, the integration of agronomic data and fertilizer chemistry heralds a future where crop nutrition is seamlessly optimized through digital agriculture platforms.</p>
<p>Sustainability in fertilizer production is also a critical area emphasized by emerging research. The adoption of renewable feedstocks, such as organic waste derivatives and industrial by-products, into fertilizer manufacturing reduces reliance on finite mineral reserves and lowers the carbon footprint. Innovations in recovery of nutrients from wastewater streams and valorization of biochar as a nutrient carrier showcase circular economy principles applied to crop nutrition. These measures align with global environmental mandates and foster resilient agricultural ecosystems capable of supporting intensifying food demands.</p>
<p>The interdisciplinary nature of fertilizer innovation necessitates collaboration among soil scientists, chemists, microbiologists, agronomists, and engineers. Researchers are increasingly utilizing omics technologies—genomics, proteomics, metabolomics—to dissect plant-microbe interactions and nutrient metabolism at molecular levels. These insights inform the rational design of fertilizers that not only supply essential nutrients but also modulate physiological pathways related to stress tolerance and growth regulation. Such precision agriculture approaches elevate fertilizer development beyond mere nutrient provision to holistic crop health enhancement.</p>
<p>Field validation of novel fertilizers remains a pivotal step to translate laboratory breakthroughs into practice. Long-term trials across diverse agroecological zones assess efficacy under variable conditions, including different soil types, climate regimes, and cropping patterns. These studies measure impacts on yield, nutrient use efficiency, soil health, greenhouse gas emissions, and economic viability. Initial results have demonstrated promising yield increases with reduced nutrient inputs, signaling the potential for widespread adoption pending regulatory approval and cost-effectiveness analyses.</p>
<p>Policymakers and stakeholders are beginning to recognize the transformative potential of these innovations. The establishment of regulatory frameworks that encourage the development and responsible use of advanced fertilizers is critical. Incentives for farmers to transition from conventional practices to novel fertilization strategies, coupled with extension services for education and awareness, are essential for scaling benefits. International cooperation and investment in research infrastructure will further accelerate deployment in regions most vulnerable to food insecurity.</p>
<p>While the promise is significant, challenges persist. The cost and complexity of manufacturing nano- and smart fertilizers remain barriers, particularly for smallholder farmers in developing countries. Environmental safety assessments for novel materials require rigorous evaluation to preempt unintended consequences. Moreover, integrating new fertilizers into existing agronomic systems demands paradigmatic shifts in farming practices and mindset. Addressing these hurdles will require concerted effort across research, industry, and policy domains.</p>
<p>In conclusion, the landscape of fertilizer research and innovation is undergoing a paradigm shift aimed at harmonizing crop productivity with environmental stewardship. Through nanotechnology, biofertilizers, chemical stabilizers, smart delivery systems, and sustainable production methods, the agricultural sector is poised to enter an era of intelligent, efficient, and eco-friendly crop nutrition. The comprehensive review by Maaz et al. encapsulates these advancements and underscores the multifaceted strategies required to meet the dual challenges of feeding a growing population while preserving planetary health. The journey ahead is complex but ripe with transformative potential that could redefine global agriculture for generations to come.</p>
<hr />
<p><strong>Subject of Research</strong>: Novel fertilizers for crop nutrition and their research and innovation.</p>
<p><strong>Article Title</strong>: Review of research and innovation on novel fertilizers for crop nutrition.</p>
<p><strong>Article References</strong>:</p>
<p class="c-bibliographic-information__citation">Maaz, T.M., Dobermann, A., Lyons, S.E. <i>et al.</i> Review of research and innovation on novel fertilizers for crop nutrition.<br />
                    <i>npj Sustain. Agric.</i> <b>3</b>, 25 (2025). https://doi.org/10.1038/s44264-025-00066-0</p>
<p><strong>Image Credits</strong>: AI Generated</p>
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