Artificial Intelligence and Smart Agriculture Applications
Sept. 7 2022
Author: Utku Kose,V.B. Surya Prasath,M.Rubaiyat Hossain Mondal,Prajoy Podder,Subrato Bharati (Editor)
Publisher finelybook 出版社: Auerbach Publications; 1st edition (Sept. 7 2022)
Language 语言: English
Print Length 页数: 335 pages
ISBN-10: 103222357X
ISBN-13: 9781032223575
Book Description
An essential resource work for understanding how to design and develop smart applications for present and future problems of the field of agriculture.―Dr. Deepak Gupta, Maharaja Agrasen Institute of Technology, Delhi, India
As a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed Author: 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 Author: smart tools developed to deal with complex issues challenging both humanity and the earth.
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.
Features:
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.
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