The Digital Agricultural Revolution

THE DIGITAL AGRICULTURAL REVOLUTION The book integrates computational intelligence, applied artificial intelligence, and modern agricultural practices and will appeal to scientists, agriculturists, and those in plant and crop science management. There is a need for synergy between the application of modern scientific innovation in the area of artificial intelligence and agriculture, considering the major challenges from climate change consequences viz. rising temperatures, erratic rainfall patterns, the emergence of new crop pests, drought, flood, etc. This volume reports on high-quality research (theory and practice including prototype & conceptualization of ideas, frameworks, real-world applications, policy, standards, psychological concerns, case studies, and critical surveys) on recent advances toward the realization of the digital agriculture revolution as a result of the convergence of different disruptive technologies. The book touches upon the following topics which have contributed to revolutionizing agricultural practices. Applications of Artificial Intelligence in Agriculture (AI models and architectures, system design, real-world applications of AI, machine learning and deep learning in the agriculture domain, integration & coordination of systems and issues & challenges). IoT and Big Data Analytics Applications in Agriculture (theory & architecture and the use of various types of sensors in optimizing agriculture resources and final product, benefits in real-time for crop acreage estimation, monitoring & control of agricultural produce). Robotics & Automation in Agriculture Systems (Automation challenges, need and recent developments and real case studies). Intelligent and Innovative Smart Agriculture Applications (use of hybrid intelligence in better crop health and management). Privacy, Security, and Trust in Digital Agriculture (government framework & policy papers). Open Problems, Challenges, and Future Trends. Audience Researchers in computer science, artificial intelligence, electronics engineering, agriculture automation, crop management, and science.

The digital agriculture revolution holds a promise to build an agriculture and food system that is efficient, environmentally sustainable, and equitable, one that can help deliver the Sustainable Development Goals. Unlike past technological revolutions in agriculture, which began on farms, the current revolution is being sparked at multiple points along the agrifood value chain. The change is driven by the ability to collect, use, and analyze massive amounts of machine-readable data about practically every aspect of the value chain, and by the emergence of digital platforms disrupting existing business models. All this allows for drastically reduced transaction costs and pervasive information asymmetries that plague the agrifood system. The success of the digital transformation, however, is not guaranteed as the risks it brings are numerous, including those related to data governance and inadequate competition within and between digital platforms. What’s Cooking: Digital Transformation of the Agrifood System investigates how digital technologies can accelerate the transformation of the agrifood system by increasing efficiency on the farm; improving farmers’ access to output, input, and financial markets; strengthening quality control and traceability; and improving the design and delivery of agriculture policies. It also identifies a key role for the public sector in maximizing the benefits of this process while minimizing its risks, through enabling an innovation ecosystem featuring open datasets, digital platforms, digital entrepreneurship, digital payment systems, and digital skills and encouraging equitable technology adoption.

The recent CTA workshop on ‘catalysing actionable knowledge to enhance next-generation ACP agribusiness through digitalisation’ identified five intersecting drivers that explain what farmer-oriented agribusinesses expect to achieve by investing in digitalisation: reduced risk, raised productivity, increased efficiency, improved decisions, and enhanced market access. Participants argued that digital interventions all serve one or more of these, depending on specific local needs and situations. A critical factor underpinning what works in all these areas is the economic sustainability of the business models used to deliver value and services.

This Palgrave Pivot employs the concept of open source agriculture as a new social movement, which not only advocates a specific agenda but also creates technological products under a unique technology development model. The book brings together social movement and technology theory to examine it through two in-depth case studies of open source agricultural communities. This allows for the tracing of values and interests coded within the technological artefacts the communities produce, as well as their development processes. Critical theory of technology is further applied to examine the broader political economy of the development model.

Based the IEEE Internet of Things (IoT) Initiative, this book presents results from the focused discussions of experts, academic professors, government officials, and practitioners on the subject of the digital future of agriculture. The book has four sections which respectively address its background and motivation, what IoT is all about, the importance of the large and varied agriculture sector, and use cases in a subset of agriculture sub-sectors and for common functions. In all, this book is written for a general but knowledgeable audience, and is intended as a high level yet practical overview of how IoT is likely to impact agriculture, why it is important, and to provide illustrative examples that describe the basic concepts at work.

This report aims to identify the different scenarios where the process of digital transformation is taking place in agriculture. This identifies those aspects of basic conditions, such as those of infrastructure and networks, affordability, education and institutional support. In addition, enablers are identified, which are the factors that allow adopting and integrating changes in the production and decision-making processes. Finally identify through cases, existing literature and reports how substantive changes are taking place in the adoption of digital technologies in agriculture.

This edited volume builds on existing alternative food initiatives and food movements research to explore how a systems approach can bring about health and well-being through enhanced collaboration. Chapters describe the myriad ways community-driven actors work to foster food systems that are socially just, embed food in local economies, regenerate the environment and actively engage citizens. Drawing on case studies, interviews and Participatory Action Research projects, the editors share the stories behind community-driven efforts to develop sustainable food systems, and present a critical assessment of both the tensions and the achievements of these initiatives. The volume is unique in its focus on approaches and methodologies that both support and recognize the value of community-based practices. Throughout the book the editors identify success stories, challenges and opportunities that link practitioner experience to critical debates in food studies, practice and policy. By making current practices visible to scholars, the volume speaks to people engaged in the co-creation of knowledge, and documents a crucial point in the evolution of a rapidly expanding and dynamic sustainable food systems movement. Entrenched food insecurity, climate change induced crop failures, rural-urban migration, escalating rates of malnutrition related diseases, and aging farm populations are increasingly common obstacles for communities around the world. Merging private, public and civil society spheres, the book gives voice to actors from across the sustainable food system movement including small businesses, not-for-profits, eaters, farmers and government. Insights into the potential for market restructuring, knowledge sharing, planning and bridging civic-political divides come from across Canada, the United States and Mexico, making this a key resource for policy-makers, students, citizens, and practitioners.

Addressing one of the most debated revolutions in the history of our species, the change from hunting and gathering to farming, this title takes a global view, and integrates an array of information from archaeology and many other disciplines, including anthropology, botany, climatology, genetics, linguistics, and zoology.