Smart agriculture automation using advanced technologies : data analytics and machine learning, cloud architecture, automation and IoT / Amitava Choudhury, Arindam Biswas, T.P. Singh, Santanu Kumar Ghosh, editors.
2021
S494.5.D3
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Details
Title
Smart agriculture automation using advanced technologies : data analytics and machine learning, cloud architecture, automation and IoT / Amitava Choudhury, Arindam Biswas, T.P. Singh, Santanu Kumar Ghosh, editors.
ISBN
9789811661242 (electronic bk.)
9811661243 (electronic bk.)
9789811661235
9811661243 (electronic bk.)
9789811661235
Publication Details
Singapore : Springer, 2021.
Language
English
Description
1 online resource (236 pages)
Item Number
10.1007/978-981-16-6124-2 doi
Call Number
S494.5.D3
Dewey Decimal Classification
338.1/6
Summary
This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.
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text file
PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed January 12, 2022).
Series
Transactions on computer systems and networks.
Available in Other Form
Smart Agriculture Automation Using Advanced Technologies.
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Table of Contents
IoT Foundations and Its Application
Secure and Smart Internet of Things (IoT)
Machine Learning and IoT in Agriculture
IoT-Enabled Agricultural System Applications, Challenges and Security Issue
Blockchain In Agriculture : Improving Agricultural Techniques
IoT and agriculture data analysis for smart farm
Precision Farming and its applications
Agricultural Drones vs Inter net of Things
Automation in agriculture using artificial intelligence
Computer Vision and Pattern Recognition for Smart Agriculture.
Secure and Smart Internet of Things (IoT)
Machine Learning and IoT in Agriculture
IoT-Enabled Agricultural System Applications, Challenges and Security Issue
Blockchain In Agriculture : Improving Agricultural Techniques
IoT and agriculture data analysis for smart farm
Precision Farming and its applications
Agricultural Drones vs Inter net of Things
Automation in agriculture using artificial intelligence
Computer Vision and Pattern Recognition for Smart Agriculture.