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.
Choudhury, Amitava.; Biswas, Arindam.; Singh, T. P. (Triveni Prasad); Ghosh, Santanu Kumar.
2021
S494.5.D3
Available Online

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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
DOI https://doi.org/10.1007/978-981-16-6124-2
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.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed January 12, 2022).
Added Author Choudhury, Amitava.
Biswas, Arindam.
Singh, T. P. (Triveni Prasad)
Ghosh, Santanu Kumar.
Series Transactions on computer systems and networks.
Available in Other Form Smart Agriculture Automation Using Advanced Technologies.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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