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Elsevier

Books in Precision agriculture

  • AI-Driven Plant Science

    Advancing Crop Performance Through Omics Integration and Physiology
    • 1st Edition
    • Osamah Shihab Albahrey + 1 more
    • English
    AI-Driven Plant Science: Advancing Crop Performance Through Omics Integration and Physiology offers cutting-edge insights into the rapidly evolving fields of precision agriculture, Artificial Intelligence, plant biotechnology and genetic engineering, and bioinformatics. With a strong focus on applications in smart agriculture, crop improvement, and environmental adaptation, it bridges the gap between advanced research and practical implementation. The rapid advancements in AI and biotechnology have created both opportunities and complexities for the agricultural sector. This book fills a critical gap in the existing literature by providing a multidisciplinary resource that integrates AI, biotechnology, and agricultural science. While there are numerous resources on plant biology and AI individually, few works explore their synergistic potential in depth. This book offers actionable insights into how AI can revolutionize crop physiology, stress tolerance, and plant-based research. It also highlights the challenges and ethical considerations of integrating AI into agricultural practices, ensuring a balanced and forward-thinking perspective. AI-Driven Plant Science: Advancing Crop Performance Through Omics Integration and Physiology provides a definitive guide for researchers, industry professionals, and students seeking to understand and apply AI in plant science and crop production.

  • Artificial Intelligence and the Water-Energy-Food Nexus

    Innovations for Sustainable Resource Management
    • 1st Edition
    • Ali Fares
    • English
    Artificial Intelligence and the Water-Energy-Food Nexus: Innovations for Sustainable Resource Management is a groundbreaking exploration on how AI transforms the management of our planet's most vital resources. Specific topics include enhancing poultry production and the predictions of crop yields and post-harvest processing, while also dealing with FEW security in sub-Saharan Africa. Additionally, the book covers various topics that showcase AI's potential to boost agricultural productivity, mitigate climate change, and promote food security. This book's content covers ethical considerations, interdisciplinary collaboration, and the integration of AI into real-world practices.Readers will find an in-depth analysis of the intersections of AI and the FEW Nexus, including the critical need for sustainable farming practices, water conservation, and energy efficiency. Contributing authors are experts from around the globe who offer practical solutions, case studies, and cutting-edge technologies like digital twins, machine learning, and hyperspectral imaging to optimize resource management.

  • Next-Gen Smart Farming

    Integrating AI, IoT, Digital Twin, and Robotics for Cyber-Physical Systems
    • 1st Edition
    • Annamaria Castrignanò + 3 more
    • English
    Next-Gen Smart Farming presents a thorough, evidence-based assessment of using emerging physical and computerized systems designed to enhance agricultural efficiency. It balances demonstrated benefits with a clear articulation of potential risks.The work surveys the entire pipeline, from sensing technologies and data collection to artificial intelligence and machine learning, spatial analysis, decision modeling, and automation. It highlights how these technologies can strengthen crop monitoring, yield forecasting, and farm management, while it also examines governance, equity, and ethical considerations essential for responsible deployment. Economic, environmental, and social impacts are analyzed, providing a comprehensive framework for evaluating trade-offs and outcomes in real-world contexts.Framed as an interdisciplinary resource, the volume equips researchers, industry practitioners, extension specialists, and policymakers with practical methodologies, metrics, and narratives needed to implement scalable digital agriculture solutions that improve productivity, resilience, and sustainability across diverse real-world settings.

  • Nanoscience and Nano-Formulations for Sustainable Vegetable Crop Production

    • 1st Edition
    • Azamal Husen
    • English
    Nanoscience and Nano-Formulations for Sustainable Vegetable Crop Production offers a comprehensive overview of the latest advances in nanotechnology to enhance yield, nutritional value, and delivery efficiency in vegetable crops, particularly those with shorter growth cycles.Although nanoscience is already deeply embedded in global food production, especially in cereals and grains, its targeted application in olericulture holds significant potential for strengthening global food security. Effective implementation, however, demands a clear understanding of nanoparticles’ behavior and interactions with plants, ensuring technological progress aligns with safety standards and consumer confidence. This book covers innovations in several key areas of vegetable farming, including nanofertilizers, nanopesticides, and nano-packaging materials, spanning the entire continuum—from seed priming to postharvest management, while also addressing practical dimensions of scalability, farmer adoption, and system integration.Designed for researchers, scientists, and advanced-level students, this resource will serve as a valuable reference for harmonizing productivity, resilience, and sustainability in modern vegetable production.

  • Nano-Delivering Plant Biostimulants and Anti-Pathogenic Agents

    • 1st Edition
    • Jen-Tsung Chen
    • English
    Nano-Delivering Plant Biostimulants and Anti-Pathogenic Agents examines the role of nanotechnology in strengthening plant disease resilience. The book examines the development and application of engineered nanoparticles (NPs) in plant protection, emphasizing their capacity to boost plant immunity and target specific pathogens. It also covers the latest breakthroughs in nanoparticle synthesis, characterization, and mechanisms of action in plant–pathogen interactions.The text further explores the integration of nanoparticles with biostimulants, including plant growth regulators (PGRs) and growth-promoting microorganisms (PGPMs), as well as the emerging use of nanobiofertilizers. It emphasizes how these advanced nanodelivery systems can optimize the efficiency of plant disease management strategies, including pest control and antimicrobial delivery.Finally, the volume addresses key topics such as the use of silver, metalloid, and carbon nanomaterials for disease prevention and plant protection. It also delves into the regulatory and ethical considerations surrounding nano-agrobiotechnolo... offering critical insights into its safe and sustainable application. This book serves as an essential resource for those exploring innovative, nanotechnology-drive... solutions in agriculture.

  • Digital Technologies for Sustainable Agriculture and Food Systems

    • 1st Edition
    • Tarek Ben Hassen + 1 more
    • English
    Digital Technologies for Sustainable Agriculture and Food Systems offers a comprehensive review of digital technology's role in supporting sustainable agriculture and food systems. The book explores how digital technologies like precision agriculture, robots, artificial intelligence, and blockchain may boost agricultural output and efficiency while lowering environmental impact. It also investigates how these technologies might assist farmers in connecting with markets, increasing supply chain traceability, and boosting food safety and quality. Serving as a comprehensive guide, this book educates and helps farmers, policymakers, researchers, industry professionals, and other value chain actors in leveraging digital innovations. It also address the pressing challenges faced by the agri-food sector, such as food insecurity, environmental degradation, natural resources depletion, and climate change.

  • AI Technologies for Crop Breeding

    • 1st Edition
    • Jen-Tsung Chen
    • English
    AI Technologies for Crop Breeding offers the latest insights into the use of artificial intelligence models to improve plant health and production. Presenting applications of AI technologies in plant biology, biotechnology, and crop breeding, it explores practices for the mitigation of biotic and abiotic stressors as well as other plant growth challenges.AI-based technologies are expected to advance approaches to plant functional genomics and multiple omics, resulting in smarter and more efficient crop breeding for next-generation agriculture helping to address the challenges of the increasing human population and the globally changing climate. AI tools such as machine learning, particularly deep learning, have been applied to predict chief players in complicated biological networks, increasing the understanding of in-depth mechanisms of plant-pathogen and plant-environment interactions. Additionally, responses of plants facing stress can be modeled using AI technologies, and the resulting data are valuable not only to plant stress physiology but also for stress-resilient and disease-resistant crop breeding.This book introduces AI technologies for studying plant biology, focusing on machine learning and deep learning models for integrating multiple omics approaches and revealing the knowledge of plant functional genomes. Technological advancements and emerging applications of machine learning and deep learning in genomic selection, genome-wide association study (GWAS), phenotyping and constructing phenomics, and transcriptomics are also featured in this book.AI Technologies for Crop Breeding is an ideal reference for researchers, academics, and advanced-level students and professors in the fields of plant sciences, plant stress physiology, bioinformatics, systems biology, and crop breeding.

  • Nanomaterials for Enhanced Plant-Based Food Production

    • 1st Edition
    • Huseyin Tombuloglu + 4 more
    • English
    Nanomaterials for Enhanced Plant-Based Food Production a new release in the Nanomaterial-Plant Interactions series, presents up-to-date insights on the use of nano-enabled agricultural tools from nanofertilizers to nanosensors, including how to balance safety and environmental impact concerns to ensure optimal utilization. The book provides a range of solution options and guides the reader in identifying the most appropriate choice. With state-of-the-art, broad coverage of recent and potential applications, this book covers the most recent advances in the application of nanotechnology toward fulfilling the world's food demands for present and future generations.

  • Agri 4.0 and the Future of Cyber-Physical Agricultural Systems

    • 1st Edition
    • Seifedine Kadry + 4 more
    • English
    Agri 4.0 and the Future of Cyber-Physical Agricultural Systems is the first book to explore the potential use of technology in agriculture with a focus on technologies that enable the reader to better comprehend the full range of CPS opportunities. From planning to distribution, CPS technologies are available to impact agricultural output, delivery, and consumption. Specific sections explore ways to implement CPS effectively and appropriately and cover digitalization of agriculture, digital computers to assist the processes of agriculture with digitized data and allied technologies, including AI, Computer Vision, Big data, Block chain, and IoT. Other sections cover Agri 4.0 and how it can digitalize, estimate, plan, predict, and produce the optimum agricultural inputs and outputs required for commercial purposes. The global team of authors also presents important insights into promising areas of precision agriculture, autonomous systems, smart farming environment, smart production monitoring, pest detection and recovery, sustainable industrial practices, and government policies in Agri 4.0.

  • Genomics, Transcriptomics, Proteomics and Metabolomics of Crop Plants

    • 1st Edition
    • Azamal Husen + 1 more
    • English
    Genomics, Transcriptomics, Proteomics and Metabolomics of Crop Plants presents current operational methods applied to model crop plants. Including subcellular organelles, DNA fingerprinting and barcoding, sRNA, gene expression, rhizosphere engineering, marker assisted and 5G breeding, plant-microorganism interactions, stress signaling and responses, the book highlights important factors that are often overlooked and explores the latest research. The book also explores cutting-edge approaches for immediate application in new research such as OMICS, genome-wide transcriptome profiling, bioinformatics and database, DNA fingerprinting and barcoding, sRNA, gene expression, genome editing, diagnostics, rhizosphere engineering, marker assisted and 5G breeding, crop plant-microorganism interactions, stress signaling and responses. Additionally, the book describes opportunities to manipulate crop plants genetic and metabolic systems, while also exploring the related bioethical and biosafety issues. These topics are chosen and covered in detail to fill the gap in this understanding of crop molecular biology.

  • Carbon Dots in Agricultural Systems

    Strategies to Enhance Plant Productivity
    • 1st Edition
    • Raju Khan + 2 more
    • English
    Carbon Dots in Agricultural Systems integrates and crystallizes the emerging knowledge and application strategies of carbon dots as a powerful tool in agriculture systems. The book includes practical insights into the synthesis of carbon dots from indigenous raw materials and how to employ them in agriculture systems to increase crop productivity and provide renewable and cost-effective strategies that meet agricultural needs. Presented by an international team of experts, this resource updates on the latest in synthesis, physical, chemical and optical properties, along with the effects and mechanisms of carbon dots, all further explained in real-world studies. Finally, the book highlights emerging innovative topics which are of great relevance to scientists, academicians and innovators in agriculture (soil science, agricultural chemistry and agronomy) and biotechnology for further research and development.

  • Application of Machine Learning in Agriculture

    • 1st Edition
    • Mohammad Ayoub Khan + 2 more
    • English
    Application of Machine Learning in Smart Agriculture is the first book to present a multidisciplinary look at how technology can not only improve agricultural output, but the economic efficiency of that output as well. Through a global lens, the book approaches the subject from a technical perspective, providing important knowledge and insights for effective and efficient implementation and utilization of machine learning. As artificial intelligence techniques are being used to increase yield through optimal planting, fertilizing, irrigation, and harvesting, these are only part of the complex picture which must also take into account the economic investment and its optimized return. The performance of machine learning models improves over time as the various mathematical and statistical models are proven. Presented in three parts, Application of Machine Learning in Smart Agriculture looks at the fundamentals of smart agriculture; the economics of the technology in the agricultural marketplace; and a diverse representation of the tools and techniques currently available, and in development. This book is an important resource for advanced level students and professionals working with artificial intelligence, internet of things, technology and agricultural economics.

  • Advances in Nano-Fertilizers and Nano-Pesticides in Agriculture

    A Smart Delivery System for Crop Improvement
    • 1st Edition
    • Sudisha Jogaiah + 3 more
    • English
    Advances in Nano-fertilizers and Nano-pesticides in Agriculture: A Smart Delivery System for Crop Improvement explores the use of nanotechnology for the controlled delivery of pesticides, herbicides and fertilizers that improve the safety of products while also increasing the efficiency of food production and decreased environmental pollution. The development of nanodevices such as smart delivery systems to target specific sites, as well as nanocarriers for chemical controlled release are currently important aspects in novel agriculture and require a strong foundation of understanding, not only the technology, but also the resulting impacts.

  • Controlled Release Fertilizers for Sustainable Agriculture

    • 1st Edition
    • F.B Lewu + 3 more
    • English
    Controlled Release Fertilizers for Sustainable Agriculture provides a comprehensive examination of precision fertilizer applications using the 4-R approach—the right amount of fertilizer at the right time to the right plant at the correct stage of plant growth. This volume consolidates detailed information on each aspect of controlled release fertilizers, including up-to-date literature citations, the current market for controlled release fertilizers and patents. Presenting the tremendous advances in experimental and theoretical studies on sustainable agriculture and related areas, this book provides in-depth insight into state-of-the-art controlled release mechanisms of fertilizers, techniques, and their use in sustainable agriculture. Conventional release mechanisms have historically meant waste of fertilizers and the adverse effects of that waste on the environment. Controlled release delivery makes significant strides in enhancing fertilizer benefit to the target plant, while protecting the surrounding environment and increasing sustainability.

  • Long-Term Farming Systems Research

    Ensuring Food Security in Changing Scenarios
    • 1st Edition
    • Gurbir Bhullar + 1 more
    • English
    Long-Term Farming Systems Research: Ensuring Food Security in Changing Scenarios presents the legacy and heritage of Long-Term Experiments (LTEs) in Agriculture while also addressing the challenges and potential solutions. The book discusses how LTEs form an important asset in understanding agriculture’s significant influence on life on earth. As global governments and development agencies try to achieve the Global Sustainable Development Goals (SDGs) of the United Nations, this book’s content is of unprecedented importance, providing insights into the interactions of agricultural production with ecological, economic and societal aspects. In this regard, this book offers a thorough resource of information based on experiences from various ongoing LTEs in different parts of the world. The contextual variety and geographic diversity presented in this book makes it useful for agricultural and environmental scientists, as well as students and educators in such fields. --- From the Editors: "Thanks to the excellent panel of our contributing authors, in this book, we have attempted to offer the widest possible thematic and geographical coverage on LTEs. Experts from different institutions leading LTEs across the globe have provided their perspectives on different aspects of LTEs, not only highlighting the unique knowledge contribution of LTEs, but also discussing the unique challenges of effectively managing LTEs and maintaining their relevance to changing scenarios. We hope that this book will offer something for everyone interested in the history, present and future of our agroecosystem."

  • Advances in Agronomy

    • 1st Edition
    • Volume 67
    • English
    Advances in Agronomy continues to be recognized as a leading reference and a first-rate source of the latest and best research in agronomy. As always, the topics covered are varied and exemplary of the panoply of subject matter dealt with by this long-running serial.Volume 67 contains four comprehensive and timely reviews on topics in the crop and soil sciences. Chapter 1 addresses one of the most active areas in agronomic research--precision agriculture. Chapter 2 is a thoughtful review on surface charge and solute interactions in soils. Chapter 3 thoroughly covers advances in the use of molecular genetics to enhance abiotic/edaphic stress resistance in turfgrass. Chapter 4 is a useful review on a topic that is of great interest to agronomists--allelop...