Harnessing AI to Reshape the Future of Agriculture

Artikelnummer: 978-3-032-12117-2
Einband: Fester Einband
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This book explores the cutting-edge intersection of artificial intelligence, fuzzy logic, and sustainable agriculture. Written in accessible language, this comprehensive volume brings together insights from leading experts to address the pressing challenges facing global food systems in the era of climate change. From multi-factorial yield forecasting to adaptive fertilizer prescription, the book covers a wide range of innovative applications. It examines how emerging technologies like satellite imagery analysis, precision farming, and even the agricultural metaverse are revolutionizing farming practices. Readers will discover how these advanced tools are enhancing crop resilience, optimizing resource use, and improving overall agricultural sustainability. More than just a technical guide, "Smart Farming" also delves into the economic dynamics of technology adoption in agriculture and discusses the policy interventions needed to accelerate this transformation. Whether you're a farmer, researcher, policymaker, or student, this book offers valuable insights into creating a more resilient and efficient global food system. It presents a vision of the future where technology and nature work in harmony to feed a growing world population while preserving our planet's resources. Agriculture has come a long way from its ancient roots of manual labor and basic tools. Over centuries, it progressed through mechanization with tractors and machinery, and in recent decades, has entered the digital age. This latest evolution, known as "smart farming," combines sensors, data analysis, and automation to make farming more precise and efficient. At the forefront of this revolution are Artificial Intelligence (AI) and fuzzy logic. AI systems can perform complex tasks like visual analysis and decision-making, while fuzzy logic deals with approximate reasoning, making both particularly suited to the complex, variable world of agriculture.

This book explores the cutting-edge intersection of artificial intelligence, fuzzy logic, and sustainable agriculture. Written in accessible language, this comprehensive volume brings together insights from leading experts to address the pressing challenges facing global food systems in the era of climate change. From multi-factorial yield forecasting to adaptive fertilizer prescription, the book covers a wide range of innovative applications. It examines how emerging technologies like satellite imagery analysis, precision farming, and even the agricultural metaverse are revolutionizing farming practices. Readers will discover how these advanced tools are enhancing crop resilience, optimizing resource use, and improving overall agricultural sustainability. More than just a technical guide, "Smart Farming" also delves into the economic dynamics of technology adoption in agriculture and discusses the policy interventions needed to accelerate this transformation. Whether you're a farmer, researcher, policymaker, or student, this book offers valuable insights into creating a more resilient and efficient global food system. It presents a vision of the future where technology and nature work in harmony to feed a growing world population while preserving our planet's resources. Agriculture has come a long way from its ancient roots of manual labor and basic tools. Over centuries, it progressed through mechanization with tractors and machinery, and in recent decades, has entered the digital age. This latest evolution, known as "smart farming," combines sensors, data analysis, and automation to make farming more precise and efficient. At the forefront of this revolution are Artificial Intelligence (AI) and fuzzy logic. AI systems can perform complex tasks like visual analysis and decision-making, while fuzzy logic deals with approximate reasoning, making both particularly suited to the complex, variable world of agriculture.

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VerlagSpringer International Publishing
EinbandFester Einband
Erscheinungsjahr2026
Seitenangabe813 S.
AusgabekennzeichenEnglisch
AbbildungenXIV, 813 p. 177 illus., 155 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen
MasseH23.5 cm x B15.5 cm
CoverlagSpringer (Imprint/Brand)
AutorDutta, Pushan Kumar (Hrsg.) / Singh, Rashmi (Hrsg.) / Haghi, A. K. (Hrsg.) / Hamad, Ahmed Alhussaini (Hrsg.)

Über den Autor Pushan Kumar (Hrsg.) Dutta

Dr. Pushan Kumar Dutta, Erasmus Mundus Post-Doctoral Fellow, is Associate Professor at Amity University Kolkata, book series editor, researcher, mentor, Associate Editor of JBHI, and Editor-in-Chief of Quanta Research, TULTECH. With over 60 Scopus-indexed editorials, he activelyDr. Pronaya Bhattacharya is a globally recognized network and security researcher, ranked among the World's Top 1% Scientists by Stanford in 2023, 2024, and 2025. He serves as Head of CSE at Amity School of Engineering and Technology, Amity University Kolkata, advancing impactful computing research and academic leadership.Dr. Sushil Kumar Singh is an Associate Professor in Computer Engineering at Marwadi University, Rajkot. A Postdoctoral researcher from London Metropolitan University and Ph.D. from SeoulTech, he works on blockchain, AI, IoT, cybersecurity, smart cities, and secure emerging technologies.Dr. Udit Mamodiya is Associate Professor and Associate Dean (Research) at Poornima University, Jaipur. His research spans fuzzy logic, neural networks, electronics, AI, and emerging technologies. He actively contributes to academic research leadership, interdisciplinary collaboration, conference organization, and innovation-driven higher education.Dr. P. William is Director-Research & Development at Sanjivani University, India. A postdoctoral researcher and globally recognized academic, he works across AI, NLP, cybersecurity, deep learning, cloud computing, and innovation, with extensive contributions to Scopus-indexed research, edited books, patents, and scholarly leadership.

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