Artificial Intelligence and Smart Agriculture Applications

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Synopsis

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 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 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.

Book details

Author:
Utku Kose, V. B. Surya Prasath, M. Rubaiyat Hossain Mondal, Prajoy Podder, Subrato Bharati
ISBN:
9781000644333
Related ISBNs:
9781003311782, 9781032223575, 9781032318653
Publisher:
CRC Press
Pages:
335
Reading age:
Not specified
Includes images:
No
Date of addition:
2022-09-06
Usage restrictions:
Copyright
Copyright date:
2023
Copyright by:
N/A 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction, Technology