Overview
- Unique focuses on artificial intelligence and machine learning models to track and predict environmental impacts
- Offers innovative solutions to achieve UN Sustainable Development Goals (SDG 2, 6, 13 and 15)
- Highlights the latest applications of drones in image-based plant phenotyping and breeding
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About this book
For these reasons, innovative technologies are being introduced in modern agriculture to sustain food production. They include digital and geospatial technologies to manage soil, climate and plant genetic resources. With the development of tools and sensors integrated into the internet of things (IoT) environment, physically collected information is converted into computer-readable language. Digital innovations thus allow real-time analysis, machine learning, and artificial intelligence (AI) that manage massive amount of data, also known as big data. Accordingly, digital agriculture affords greater potential for sustainable farming and economic benefits.
This book summarizes the latest advances in AI-integration of agriculture practices. Specific focus includes but not limited to, big data, yield mapping, pests management, and optimal fertigation. As such, it presents a forward-looking approach to meet multiple UN Sustainable Development Goals, specifically, SDG 2, 6, 13 and 15.
Keywords
Table of contents (21 chapters)
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Vertical Farming and Nurseries (Both Controlled and Uncontrolled Environments)
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IoT (Internet of Things) in Agriculture for Improved Farm Use Efficiency, Plant and Soil Management
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Digital Agriculture Roles in Genetic Conservation, Speed Breeding/Fast Forward Breeding
Editors and Affiliations
About the editors
Shri Mohan Jain received his Ph.D. in 1978 from Jawaharlal Nehru University, New Delhi, India. He completed his postdoctoral fellowship in Israel, USA, and was a visiting scientist/professor in Japan, Malaysia, Germany, and Italy. He works in both academia and industry, and has served as a Technical Officer on Plant Breeding and Genetics at the International Atomic Energy Agency (IAEA), Vienna, Austria. Dr. Jain is on the editorial Board of Euphytica, In Vitro, Propagation of Ornamental Plants; reviewer in Plant cell and organ culture, Plant cell reports, and few others. He has published more than 165 peer-reviewed journals, book chapters, and conference proceedings, and edited 65 books. He has also been a consultant for the European Union, The Government of Grenada, Iranian date palm Company and the Egyptian Government.
Suprasanna Penna Ph.D. (Genetics), a Professor and Director at the Amity Institute of Nuclear Biotechnology, Amity University of Maharashtra, Mumbai, India. He was formerly with Bhabha Atomic Research Centre, Mumbai, as the Head of Nuclear Agriculture and Biotechnology Division. He is also an IAEA Expert consultant. His significant contributions to plant science include plant biotechnology, mutation breeding, stress tolerance, and bioplymers for enhancing used in enhancing plant productivity in crop plants and vegetables. His research on plant abiotic stress tolerance in crop plants and halophytes led to elucidating mechanisms of salinity tolerance and adaptiveness. He is on the editorial board of several international journals and has published over 380 publications. He has edited several books on plant mutation breeding, salinity tolerance, plant genetic diversity, plant biotechnology and plant-metal interactions, and was the Guest Editor of special issues in Frontiers in Plant Sciences, Physiologia Plantarum (Wiley), Current Plant Biology (Elsevier), and Physiology and Molecular Biology of Plants (Springer).
Professor Jameel M. Al-Khayri is affiliated with the Department of Agricultural Biotechnology, King Faisal University, Saudi Arabia. He received B.S. in Biology in 1984 from the University of Toledo, M.S. in Agronomy in 1988, and Ph.D. in Plant Science in 1991 from the University of Arkansas. He is an active member of the International Society for Horticultural Science and serves as the National Correspondent of the International Association of Plant Tissue Culture and Biotechnology. He dedicated his research efforts to date palm biotechnology for the last three decades. Al-Khayri has authored 120 research articles, 70 chaptersand edited several journal special issues and 30 reference books on plant biotechnology, genetic resources, breeding, genomics, nanotechnology, climate change, and food security. He was recognized in the top 2% of Scopus Citation in 2022. Currently, he is the editor of two Springer Book Series, Advances in Plant Breeding Strategies, and Nanotechnology in Plant Sciences. He has been involved in organizing international scientific conferences and contributed numerous research presentations. In addition to teaching, student advising and research, he held administrative responsibilities as the Assistant Director of Date Palm Research Center, Head of Department of Plant Biotechnology and Vice Dean for Development and Quality Assurance. Al-Khayri served as a Member of Majlis Ash Shura (Saudi Legislative Council) for the 2009-2012 session. He is interested in agricultural innovations and sustainability to support food security.
Bibliographic Information
Book Title: Digital Agriculture
Book Subtitle: A Solution for Sustainable Food and Nutritional Security
Editors: P. M. Priyadarshan, Shri Mohan Jain, Suprasanna Penna, Jameel M. Al-Khayri
DOI: https://doi.org/10.1007/978-3-031-43548-5
Publisher: Springer Cham
eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024
Hardcover ISBN: 978-3-031-43547-8Published: 25 January 2024
Softcover ISBN: 978-3-031-43550-8Due: 07 February 2025
eBook ISBN: 978-3-031-43548-5Published: 24 January 2024
Edition Number: 1
Number of Pages: XIII, 643
Number of Illustrations: 6 b/w illustrations, 131 illustrations in colour
Topics: Agriculture, Food Science, Plant Sciences, Computer Applications, Biotechnology