Digital Agricultural Ecosystem

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1394242948
Total Pages : 420 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Digital Agricultural Ecosystem by : Kuldeep Singh

Download or read book Digital Agricultural Ecosystem written by Kuldeep Singh and published by John Wiley & Sons. This book was released on 2024-04-16 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Agricultural Ecosystem The book comprehensively explores the dynamic synergy between modern technology and agriculture, showcasing how advancements such as artificial intelligence, data analytics, and smart farming practices are reshaping the landscape to ensure food security in the era of climate change, as well as bridging the gap between cutting-edge research and practical implementation. Agriculture has historically been the foundation of human civilization and benefits communities all around the world. Agriculture has a creative, adaptable, and innovative history, and as the digital age draws closer, agriculture is once again poised for change. Each of the 20 chapters explores the connection between agricultural and technological advancements, and are divided into four key areas. Part 1 covers knowledge sharing in the digital agricultural ecosystem. In the context of modern agriculture, the chapters underscore the importance of information flow. Through comprehensive reviews of literature and assessments of farmer participation on social media platforms, these chapters illustrate the value of information sharing for sustainable agriculture. Part 2 explores the adoption and impact of digital technologies in agriculture. The use of cutting-edge digital technologies in agriculture is examined thoroughly in this section. The chapters included here outline how precision, artificial intelligence, and blockchain technology have the potential to transform methods of agriculture and improve food systems. Part 3 addresses smart farming and sustainable agriculture. This section focuses on sustainability and offers details on eco-friendly production methods, the significance of smart farming in many nations, including India and the UK, and cost-effective fertilizer sprayer technologies. Part 4 examines the modeling and analysis of agricultural systems. This last section explores how mathematical modeling and data analytics are used in agricultural systems, with insights on everything from the study of credit access constraints in rural regions to water resource management in irrigation systems. Audience The diverse readership includes farmers, agronomists, agricultural researchers, policymakers, environmentalists, information technologists, and students from academic and professional fields who are eager to learn more about how digital innovation and sustainable agriculture can be used to address global issues such as climate change, food security, and smart farming.

Digital Agricultural Ecosystem

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 139424293X
Total Pages : 420 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Digital Agricultural Ecosystem by : Kuldeep Singh

Download or read book Digital Agricultural Ecosystem written by Kuldeep Singh and published by John Wiley & Sons. This book was released on 2024-05-14 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Agricultural Ecosystem The book comprehensively explores the dynamic synergy between modern technology and agriculture, showcasing how advancements such as artificial intelligence, data analytics, and smart farming practices are reshaping the landscape to ensure food security in the era of climate change, as well as bridging the gap between cutting-edge research and practical implementation. Agriculture has historically been the foundation of human civilization and benefits communities all around the world. Agriculture has a creative, adaptable, and innovative history, and as the digital age draws closer, agriculture is once again poised for change. Each of the 20 chapters explores the connection between agricultural and technological advancements, and are divided into four key areas. Part 1 covers knowledge sharing in the digital agricultural ecosystem. In the context of modern agriculture, the chapters underscore the importance of information flow. Through comprehensive reviews of literature and assessments of farmer participation on social media platforms, these chapters illustrate the value of information sharing for sustainable agriculture. Part 2 explores the adoption and impact of digital technologies in agriculture. The use of cutting-edge digital technologies in agriculture is examined thoroughly in this section. The chapters included here outline how precision, artificial intelligence, and blockchain technology have the potential to transform methods of agriculture and improve food systems. Part 3 addresses smart farming and sustainable agriculture. This section focuses on sustainability and offers details on eco-friendly production methods, the significance of smart farming in many nations, including India and the UK, and cost-effective fertilizer sprayer technologies. Part 4 examines the modeling and analysis of agricultural systems. This last section explores how mathematical modeling and data analytics are used in agricultural systems, with insights on everything from the study of credit access constraints in rural regions to water resource management in irrigation systems. Audience The diverse readership includes farmers, agronomists, agricultural researchers, policymakers, environmentalists, information technologists, and students from academic and professional fields who are eager to learn more about how digital innovation and sustainable agriculture can be used to address global issues such as climate change, food security, and smart farming.

Digital Ecosystem for Innovation in Agriculture

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Author :
Publisher : Springer Nature
ISBN 13 : 981990577X
Total Pages : 280 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Digital Ecosystem for Innovation in Agriculture by : Sanjay Chaudhary

Download or read book Digital Ecosystem for Innovation in Agriculture written by Sanjay Chaudhary and published by Springer Nature. This book was released on 2023-05-19 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of digital ecosystem for innovation in agriculture. The book is organized into two sections with thirteen chapters dealing with specialized areas. It provides the reader with an overview of the frameworks and technologies involved in the digitalization of agriculture, as well as the data processing methods, decision-making processes, and innovative services/applications for enabling digital transformations in agriculture. The chapters are written by experts sharing their experiences in lucid language through case studies, suitable illustrations, and tables. The contents have been designed to fulfill the needs of geospatial, data science, agricultural, and environmental sciences of universities, agricultural universities, technological universities, research institutes, and academic colleges worldwide. It helps the planners, policymakers, and extension scientists plan and sustainably manage agriculture and natural resources.

Status of Digital Agriculture in 18 countries of Europe and Central Asia

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Author :
Publisher : Food & Agriculture Org.
ISBN 13 : 9251328897
Total Pages : 102 pages
Book Rating : 4.2/5 (513 download)

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Book Synopsis Status of Digital Agriculture in 18 countries of Europe and Central Asia by : International Telecommunication Union (ITU)

Download or read book Status of Digital Agriculture in 18 countries of Europe and Central Asia written by International Telecommunication Union (ITU) and published by Food & Agriculture Org.. This book was released on 2020-06-01 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Digital Agriculture

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Publisher : Springer Nature
ISBN 13 : 3031676793
Total Pages : 159 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Digital Agriculture by : Muhammad Azhar Iqbal

Download or read book Digital Agriculture written by Muhammad Azhar Iqbal and published by Springer Nature. This book was released on with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital agriculture report: Rural e-commerce development experience from China

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Author :
Publisher : Food & Agriculture Org.
ISBN 13 : 9251345104
Total Pages : 64 pages
Book Rating : 4.2/5 (513 download)

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Book Synopsis Digital agriculture report: Rural e-commerce development experience from China by : Food and Agriculture Organization of the United Nations

Download or read book Digital agriculture report: Rural e-commerce development experience from China written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2021-08-25 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Unlocking Digital Transformation of Agricultural Enterprises

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Publisher : Springer Nature
ISBN 13 : 3031139135
Total Pages : 297 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Unlocking Digital Transformation of Agricultural Enterprises by : Vladimir I. Trukhachev

Download or read book Unlocking Digital Transformation of Agricultural Enterprises written by Vladimir I. Trukhachev and published by Springer Nature. This book was released on 2023-01-05 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely book collects the latest research on digital transformations unfolding in agriculture across the globe, with a special focus on Russia and the member countries of the Commonwealth of Independent States. The authors present a coherent framework for understanding the factors driving digital transformation of agriculture as a whole industry and agricultural enterprises in particular, through the prism of global trends, adoption opportunities, and barriers of economic digitalization and the ongoing transition to Industry 4.0. The volume serves as a unique source of cutting-edge research on the frontier digital technology available for agricultural enterprises, as well as it discusses predominant strategies, potential drivers of change, and responses to digital technology challenges faced by the industry. Such topics as intelligent systems, data analytics and machine learning, digital platforms, services and ecosystems, as well as the Internet of Things are extensively covered by the leading researchers, with numerous cases of industry technology applications. This volume makes a unique contribution to the study of digital technology applications for building innovative agriculture, capturing critical trends and benchmarks in digital transformation of the whole industry. Due to its practical focus, the book appeals to practitioners and policymakers, not just academics. This is also a valuable resource for graduate students interested in digital technology advances, firm competitiveness, and sustainable innovation.

Climate Change and Agricultural Ecosystems

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Author :
Publisher : Woodhead Publishing
ISBN 13 : 0128175222
Total Pages : 482 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Climate Change and Agricultural Ecosystems by : Krishna Kumar Choudhary

Download or read book Climate Change and Agricultural Ecosystems written by Krishna Kumar Choudhary and published by Woodhead Publishing. This book was released on 2019-05-04 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate Change and Agricultural Ecosystems explains the causative factors of climate change related to agriculture, soil and plants, and discusses the relevant resulting mitigation process. Agricultural ecosystems include factors from the surrounding areas where agriculture experiences direct or indirect interaction with the plants, animals, and microbes present. Changes in climatic conditions influence all the factors of agricultural ecosystems, which can potentially adversely affect their productivity. This book summarizes the different aspects of vulnerability, adaptation, and amelioration of climate change in respect to plants, crops, soil, and microbes for the sustainability of the agricultural sector and, ultimately, food security for the future. It also focuses on the utilization of information technology for the sustainability of the agricultural sector along with the capacity and adaptability of agricultural societies under climate change. Climate Change and Agricultural Ecosystems incorporates both theoretical and practical aspects, and serves as base line information for future research. This book is a valuable resource for those working in environmental sciences, soil sciences, agricultural microbiology, plant pathology, and agronomy. Covers the role of chemicals fertilizers, environmental deposition, and xenobiotics in climate change Discusses the impact of climate change on plants, soil, microflora, and agricultural ecosystems Explores the mitigation of climate change by sustainable methods Presents the role of computational modelling in climate change mitigation

Agricultural Innovation Systems

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Author :
Publisher : World Bank Publications
ISBN 13 : 0821386840
Total Pages : 685 pages
Book Rating : 4.8/5 (213 download)

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Book Synopsis Agricultural Innovation Systems by : World Bank

Download or read book Agricultural Innovation Systems written by World Bank and published by World Bank Publications. This book was released on 2012-02-21 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing the ability of agriculture to meet rising global demand and to respond to the changes and opportunities will require good policy, sustained investments, and innovation - not business as usual. Investments in public Research and Development, extension, education, and their links with one another have elicited high returns and pro-poor growth, but these investments alone will not elicit innovation at the pace or on the scale required by the intensifying and proliferating challenges confronting agriculture. Experience indicates that aside from a strong capacity in Research and Development, the ability to innovate is often related to collective action, coordination, the exchange of knowledge among diverse actors, the incentives and resources available to form partnerships and develop businesses, and conditions that make it possible for farmers or entrepreneurs to use the innovations. While consensus is developing about what is meant by 'innovation' and 'innovation system', no detailed blueprint exists for making agricultural innovation happen at a given time, in a given place, for a given result. The AIS approach that looks at these multiple conditions and relationships that promote innovation in agriculture, has however moved from a concept to a sub-discipline with principles of analysis and action. AIS investments must be specific to the context, responding to the stage of development in a particular country and agricultural sector, especially the AIS. This sourcebook contributes to identifying, designing, and implementing the investments, approaches, and complementary interventions that appear most likely to strengthen AIS and to promote agricultural innovation and equitable growth. It emphasizes the lessons learned, benefits and impacts, implementation issues, and prospects for replicating or expanding successful practices. The information in this sourcebook derives from approaches that have been tested at different scales in different contexts. It reflects the experiences and evolving understanding of numerous individuals and organizations concerned with agricultural innovation, including the World Bank. This information is targeted to the key operational staff in international and regional development agencies and national governments who design and implement lending projects and to the practitioners who design thematic programs and technical assistance packages. The sourcebook can also be an important resource for the research community and nongovernmental organizations (NGOs).

What's Cooking

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Publisher : World Bank Publications
ISBN 13 : 1464816581
Total Pages : 185 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis What's Cooking by : Kateryna Schroeder

Download or read book What's Cooking written by Kateryna Schroeder and published by World Bank Publications. This book was released on 2021-04-15 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Digital Agricultural Revolution

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119823331
Total Pages : 500 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis The Digital Agricultural Revolution by : Roheet Bhatnagar

Download or read book The Digital Agricultural Revolution written by Roheet Bhatnagar and published by John Wiley & Sons. This book was released on 2022-06-15 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Agroecosystem Diversity

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Author :
Publisher : Academic Press
ISBN 13 : 0128110511
Total Pages : 478 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Agroecosystem Diversity by : Gilles Lemaire

Download or read book Agroecosystem Diversity written by Gilles Lemaire and published by Academic Press. This book was released on 2018-10-08 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agro-Ecosystem Diversity: Impact on Food Security and Environmental Quality presents cutting-edge exploration of developing novel farming systems and introduces landscape ecology to agronomy. It encompasses the broad range of links between agricultural development and ecological impact and how to limit the potential negative results. Presented in seven sections, each focusing on a specific challenge to sustaining diversity, the book provides insights toward the argument that by re-introducing diversity, it should be possible to maintain a high level of productivity of agro-ecosystems while also maintaining and/or restoring a satisfactory level of environment quality and biodiversity. Demonstrates that diversified agro-ecosystems can be intensified with environmental quality preserved, restored and enhanced Includes analysis of economic constraints leading to specialization of farms and regions and the social locking forces resisting to diversification of agro-ecosystems Presents a global vision of world agriculture and the tradeoff between a necessary increase in food production and restoring environment quality

Handbook Digital Farming

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Author :
Publisher : Springer Nature
ISBN 13 : 3662643782
Total Pages : 419 pages
Book Rating : 4.6/5 (626 download)

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Book Synopsis Handbook Digital Farming by : Jörg Dörr

Download or read book Handbook Digital Farming written by Jörg Dörr and published by Springer Nature. This book was released on 2022-05-06 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook Digital Farming sheds light on the technological, economic, social, and legal perspectives of the digital transformation. The authors of the individual chapters explain the state of the art and the development of business models, enabling readers to draw conclusions for their own organizations. They also provide an outlook on trends, and further developments. The handbook provides technological facts from renowned experts and concrete business examples from experienced companies and start-ups. It is aimed at farmers, farm and business managers, decision-makers and developers of digital tools and strategies in the agri-food sector, as well as scientists and students. The handbook provides insights to the discussion of what contribution digital farming can make to the implementation of Green Deal, Farm to Fork and the new Common Agricultural Policy.

Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture

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Author :
Publisher : IGI Global
ISBN 13 : 1799817245
Total Pages : 400 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture by : Tomar, Pradeep

Download or read book Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture written by Tomar, Pradeep and published by IGI Global. This book was released on 2021-01-08 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology continues to saturate modern society, agriculture has started to adopt digital computing and data-driven innovations. This emergence of “smart” farming has led to various advancements in the field, including autonomous equipment and the collection of climate, livestock, and plant data. As connectivity and data management continue to revolutionize the farming industry, empirical research is a necessity for understanding these technological developments. Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture provides emerging research exploring the theoretical and practical aspects of critical technological solutions within the farming industry. Featuring coverage on a broad range of topics such as crop monitoring, precision livestock farming, and agronomic data processing, this book is ideally designed for farmers, agriculturalists, product managers, farm holders, manufacturers, equipment suppliers, industrialists, governmental professionals, researchers, academicians, and students seeking current research on technological applications within agriculture and farming.

Agricultural Ecology and Environment

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Author :
Publisher : Elsevier
ISBN 13 : 0444597956
Total Pages : 645 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Agricultural Ecology and Environment by : B.R. Stinner

Download or read book Agricultural Ecology and Environment written by B.R. Stinner and published by Elsevier. This book was released on 2012-12-02 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increased use of chemical fertilizers and pesticides in crop production has adversely affected both the environment and the agricultural economy. Not only has it led to environmental pollution, but also the increasing costs of chemical inputs and the low prices received for agricultural products have contributed to economic unprofitability and instability.The International Symposium on Agricultural Ecology and Environment was organised in order to discuss ways of achieving the goals of economically and environmentally sustainable agriculture. It is apparent that a truly multidisciplinary effort is required and for this reason the meeting was attended by authors from many different disciplines and geographical locations. Although their papers reflect a wide diversity of agroecosystem types and examples, several common themes emerge: the increased importance of biotic control of ecosystem processes in lower input systems; the key role of soil organic matter in stabilizing nutrient cycling; the importance of agricultural landscape diversity and complexity; the importance of studying ecological processes in natural and agricultural ecosystems; the critical need to integrate socio-economic and ecological approaches.

Digital Opportunities for Better Agricultural Policies

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Author :
Publisher :
ISBN 13 : 9789264641297
Total Pages : pages
Book Rating : 4.6/5 (412 download)

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Book Synopsis Digital Opportunities for Better Agricultural Policies by : OECD

Download or read book Digital Opportunities for Better Agricultural Policies written by OECD and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital excellence in agriculture report

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Author :
Publisher : Food & Agriculture Org.
ISBN 13 : 925137709X
Total Pages : 171 pages
Book Rating : 4.2/5 (513 download)

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Book Synopsis Digital excellence in agriculture report by : Food and Agriculture Organization of the United Nations 

Download or read book Digital excellence in agriculture report written by Food and Agriculture Organization of the United Nations  and published by Food & Agriculture Org.. This book was released on 2023-06-20 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report is the outcome of the Digital Excellence in Agriculture: FAO-ITU regional contest on good practices advancing digital agriculture in Europe and Central Asia, organized by the Food and Agriculture Organization of the United Nations (FAO) Office for Europe and Central Asia and the International Telecommunication Union (ITU) Offices for Europe and Commonwealth of Independent States (CIS). Launched in November 2020, the contest sought to identify, showcase and celebrate good practices and innovative solutions that have proven successful in advancing the digital transformation of agriculture in the regions. With nearly 200 applicants from 36 countries in the regions, the initiative revealed a diverse, dynamic and future-thinking ecosystem of innovators and problem-solvers. This report summarizes the main trends in digital services and products, the most important technologies used, as well as the difficulties and challenges that arise in the development of digital agricultural applications. Presenting the 29 finalists, the report shares the key challenges applicants are addressing, the digital technologies they are using to succeed, their journeys and their plans for the near future based on the information provided. The report also analyses how the technology infrastructure, the regulatory and business environment, the availability of human capital, and the COVID-19 pandemic represented both challenges and opportunities for digital agriculture practitioners. It provides useful information for developers and service providers already active in this field or planning to enter it, as well as guidance for decision-makers on possible points of intervention.