Agricultural cybernetics / Yanbo Huang, Qin Zhang.
Huang, Yanbo, 1958- author.; Zhang, Qin, 1956- author.
2021
S675 .H83 2021
Available Online

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Title Agricultural cybernetics / Yanbo Huang, Qin Zhang.
Author Huang, Yanbo, 1958- author.
ISBN 9783030721022 (electronic bk.)
3030721027 (electronic bk.)
9783030721015
3030721019
DOI https://doi.org/10.1007/978-3-030-72102-2
Published Cham, Switzerland : Springer, [2021]
Language English
Description 1 online resource (xiv, 255 pages) : illustrations (chiefly color)
Other Standard Identifiers 10.1007/978-3-030-72102-2 doi
Call Number S675 .H83 2021
Dewey Decimal Classification 631.3
Summary "Agricultural systems are uniquely complex systems, given that agricultural systems are parts of natural and ecological systems. Those aspects bring in a substantial degree of uncertainty in system operation. Also, impact factors, such as weather factors, are critical in agricultural systems but these factors are uncontrollable in system management. Modern agriculture has been evolving through precision agriculture beginning in the late 1980s and biotechnological innovations in the early 2000s. Precision agriculture implements site-specific crop production management by integrating agricultural mechanization and information technology in geographic information system (GIS), global navigation satellite system (GNSS), and remote sensing. Now, precision agriculture is set to evolve into smart agriculture with advanced systematization, informatization, intelligence and automation. From precision agriculture to smart agriculture, there is a substantial amount of specific control and communication problems that have been investigated and will continue to be studied. In this book, the core ideas and methods from control problems in agricultural production systems are extracted, and a system view of agricultural production is formulated for the analysis and design of management strategies to control and optimize agricultural production systems while exploiting the intrinsic feedback information-exchanging mechanisms. On this basis, the theoretical framework of agricultural cybernetics is established to predict and control the behavior of agricultural production systems through control theory."--Publisher's website
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from resource home page (EBSCOhost, viewed February 14, 2021).
Added Author Zhang, Qin, 1956- author.
Series Agriculture automation and control.
Available in Other Form Print version: Agricultural cybernetics. 9783030721015
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Record Appears in Online Resources > Ebooks
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Introduction
Mathematics, statistics, and representations for cybernetic systems
Control and communication characteristics of agricultural production systems
Modeling of crop production systems and system characterization
Control theory for agricultural production
Control of agricultural production systems
Learning from the data
Outlook and summary remarks.

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