Artificial intelligence and smart agriculture applications
"As a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed by smart digital technology. Advanced intelligent algorithms can provide powerful solutions to real world problems. Smart applications have become commonplace. All areas of life are be...
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| Weitere Verfasser: | , , , , |
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boca Raton, London, New York
CRC Press, Taylor & Francis Group
2023
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| Ausgabe: | First edition |
| Schlagworte: |
Alternative agriculture
> Agricultural innovations
> Artificial intelligence
> Agricultural applications
> Agriculture & farming
> BUSINESS & ECONOMICS / Industries / General
> COM095000
> COMPUTERS / Artificial Intelligence
> Computer hardware
> Industrien und Branchenstudien
> Industry & industrial studies
> Information technology: general issues
> Informationstechnik (IT), allgemeine Themen
> Künstliche Intelligenz
> Landwirtschaft
> TECHNOLOGY & ENGINEERING / Agriculture / General
> Vernetzte 'smarte' Technologien
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| Online Zugang: | Inhaltsverzeichnis Cover |
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| Zusammenfassung: | "As a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed by smart digital technology. Advanced intelligent algorithms can provide powerful solutions to real world problems. Smart applications have become commonplace. All areas of life are being changed by smart tools developed to deal with complex issues challenging both the Earth and humanity. Artificial Intelligence and Smart Agriculture Applications presents the latest smart agriculture applications developed across the globe. It covers a broad array of solutions using data science and AI to attack problems facing agriculture worldwide. Highlights of the book include: Application of drones and sensors in advanced farming A cloud-computing model for implementing smart agriculture Conversational AI for farmer's advisory communications Intelligent fuzzy logic to predict global warming's effect on agriculture Machine learning algorithms for mapping soil macronutrient elements variability A smart IoT framework for soil fertility enhancement AI applications in pest management A model using Python for predicting rainfall The book examines not only present solutions but also potential future outcomes. It looks at the role of AI-based algorithms and the almost infinite combinations of variables for agricultural applications. Researchers, public and private sector representatives, agriculture scientists, and students can use this book to develop sustainable and solutions for smart agriculture. This book's findings are especially important as the planet is facing unprecedented environmental challenges from over-farming and climate change due to global warming"-- In this book, the recent applications of Artificial Intelligence for smart agriculture have been gathered to provide a valuable source for the literature. Applications vary from use of Machine and Deep Learning to image processing systems. The book aims to provide information on smart methods and intense data processing phases |
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| Beschreibung: | Literaturangaben und Index |
| Beschreibung: | xx, 335 Seiten Illustrationen, Diagramme |
| ISBN: | 9781032223575 978-1-032-22357-5 9781032318653 978-1-032-31865-3 |