Optimizing smart and sustainable agriculture for sustainability /

"This reference text addresses the importance of smart crop management for increasing yield and presents a framework for smart monitoring and regulation of crop observation. It further comprehensively covers important topics such as spatial decision support systems for precision farming, swarm...

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Bibliographic Details
Corporate Author: Taylor & Francis
Other Authors: Acharya, Biswa Ranjan (Editor), Bansal, Ankita (Editor), Jain, Abha (Professor of software engineering) (Editor), Jain, Rachna (Professor of information technology) (Editor), Rodrigues, Joel, 1972- (Editor)
Format: eBook
Language:English
Published: Boca Raton : CRC Press, 2025.
Edition:First edition.
Series:Future generation information systems
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:"This reference text addresses the importance of smart crop management for increasing yield and presents a framework for smart monitoring and regulation of crop observation. It further comprehensively covers important topics such as spatial decision support systems for precision farming, swarm intelligence in the optimal management of aquaculture farms, and intelligent harvesting algorithms for improving productivity. This book: Presents metaheuristic algorithms for optimization, economic crop planning, and use of effective water resource management. Discusses spatial decision support systems for crop productivity management, watershed management, and precision farming. Illustrates swarm intelligence-based optimization techniques, data mining, and machine learning methods for aquaculture operations. Highlights artificial intelligence and machine learning-based harvesting algorithms for improving productivity. Explains the use of green Internet of Things security solutions for agriculture, plant condition management, and greenhouse simulation. It is primarily written for graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, agricultural science, and information technology"-- Provided by publisher.
Physical Description:1 online resource
Bibliography:Includes bibliographical references and index.
ISBN:9781003628392
1003628397
9781040360019
1040360017
9781040360026
1040360025