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.
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.
This textbook addresses the most recent advances and main digital technologies used in farming. The reader will be able to understand the main concepts and techniques currently used to efficiently manage agricultural production systems. The book covers topics in a general and intuitive way, with examples and good illustrations.
Digital agriculture has the potential to contribute to a more economically, environmentally and socially sustainable agriculture and meet the agricultural goals of a country or a region more effectively, and both ICTs and agriculture are important enablers in achieving SDGs. Most stakeholders have long recognized the need for national e-agricultural strategies. Nevertheless, most of the countries have not yet implemented a national strategy for the agricultural sector's use of ICTs. ITU Offices for Europe and CIS regions in collaboration with FAO Regional Office for Europe and Central Asia developed this report on state of Digital Agriculture and Strategies developed in 18 countries. The emerging role of ICTs in Europe and CIS region is clearly observed and experienced as an engine for agricultural development, especially in view of the growing demand for reliable information and its quick access at all levels of the industry. The state of the digital agriculture ecosystem differs from country to country and is also fragmented by the regions, within the individual countries. There is an overwhelming wave of innovation in this area where a digital agriculture strategy can be helpful in finding the right path.
Sub-Saharan Africa is uniquely positioned significantly increase its current agricultural productivity to lift the region’s more than 400 million people out of extreme poverty and improve the livelihood of approximately 250 million smallholder farmers and pastoralists in the region. To achieve that, substantive digital transformation of the agriculture sector is required through improved infrastructure and increased access to and use of digital technologies for agriculture. To improve the current understanding of sub-Saharan Africa’s digital agriculture landscape, the Food and Agriculture Organization of the United Nations (FAO) and the International Telecommunication Union (ITU) undertook this study in 47 countries. The report is composed of 47 desk-based country case studies against six thematic focal areas, the aim of which is to present a snapshot of the status of digital agriculture in each country. This is followed by highlights of the main findings of the analysis of the country profiles with suggested steps for future action. The findings of the study are presented to FAO and ITU Member States, as well as all relevant stakeholders with the purpose of advancing and supporting investment in digital transformation of the agricultural sector in sub-Saharan Africa.
The Food and Agriculture Organization of the United Nations (FAO) is spearheading efforts to leverage digitalization for sustainable agrifood systems. This publication provides a roadmap for accelerating the adoption of impactful digital solutions across the Africa region. With Wageningen University and Research (WUR), the publication offers an in-depth exploration of the current landscape of FAO’s digital agriculture interventions across sub-Saharan Africa, dissecting key projects and their impact on crop production, risk reduction, and value chain enhancement. Through an extensive survey and analysis of 72 projects spanning various agricultural subsectors, the publication sheds light on the prevalence of digital tools in enhancing crop production and livestock management, and on the disparities in digital adoption across different subregions. The publication underscores the critical role of digital literacy and infrastructure in driving the success of digital agriculture initiatives, emphasizing the imperative of inclusivity. It also highlights the need for fostering awareness, building capacity, and advocating for improved digital access and governance to unlock the full potential of digital solutions for Africa. Among the key findings are the predominant use of simpler digital technologies such as mobile applications and SMS services, signalling the importance of user-friendly solutions tailored to the needs of farmers. However, it also underscores the necessity of embracing more advanced technologies to address complex challenges such as climate resilience and supply chain management.
This publication, produced by FAO and Zhejiang University, examines how rural e-commerce could advance the digital transformation of agri-food systems, including increasing production efficiency, expanding farmers’ market access, improving poverty alleviation, fostering agricultural entrepreneurship, and attracting young generations back to their villages for economic revival and rural revitalization. It is highlighted that an enabling ecosystem with favourable government policies and strategies, public-private partnerships and innovative business models is of great importance to accelerate the development of rural areas in China, and generate larger economic, social and environmental impacts. As the largest developing country in the world, the experience of digital agriculture transformation in China could be shared with other developing countries. The report also discusses some of the challenges encountered and lessons learned during the development of rural e-commerce, as well as the proposals for the way forward.
Agriculture is the mainstay of Uganda’s economy, contributing about 25% of the GDP, a third of the ex port earnings and almost all the country’s food requirements. Yet, the sector still faces various challenges that affect production and the income derived from it. Systemic issues impact smallholder farmers' livelihoods across markets, land, skills, and capital, with cross-cutting social exclusion issues. Effective application of digital agricultural technologies has emerged as a catalyst in addressing productivity and efficiency challenges and enhancing inclusiveness in agri-food systems. Digital technologies have shown potential to address bottlenecks in access to extension services, marketing systems, suitable financial products, reliable weather information, transport services and logistics as well as supply chain management. Scaling of digital agricultural technologies in Uganda is critical for improving productivity and addressing challenges in the agricultural sector. However, for scaling to be undertaken effectively and inclusively, there is need to address the barriers that limit the use of digital innovations for some populations. However, the issues surrounding scaling and inclusivity of digital services are not well understood. This study therefore sought to contribute to bridging this knowledge gap through an assessment of the existing digitally enabled innovative cross-value chain services to gain insights into how the services are addressing inefficiencies, creating opportunities for improving efficiency and inclusiveness as well as identifying promising innovations for scaling. Specifically, the study focused on innovations in finance and logistics for value chains. For finance, the study specifically looked at digital payments, credit, and insurance, while for logistics, the focus was on supply chain management, transportation, traceability, digital platforms for e-commerce, and (cold) storage across value chains.
The book discusses the best international practices in digital agriculture. The book aims to form systemic scientific and methodological support and develop comprehensive applied solutions to unlock the potential of sustainable development of digital agriculture for food security. The book’s contribution to the literature lies in its comprehensive treatment of public and corporate management of farms representing digital agriculture. The research novelty is associated with the systemic disclosure of economic, legal, and technological issues in the development of digital agriculture. Thus, the book provides a solid foundation for integrating food security interests into farming practices. The first part of the book reflects the economic, legal, and technological support of quality management and sustainable development in digital agribusiness based on the best international practices. The second part focuses on Russian and international agricultural policies for food security. The book is intended for members of the academic community who will find promising solutions to current problems of food security through the development of digital agriculture. The book will also be of interest to farmers and representatives of the state regulation of the agricultural economy. In this book, they will find practical recommendations for improving government and corporate management of food security through the development of digital agriculture.
