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MARC状态:审校 文献类型:西文图书 浏览次数:54

题名/责任者:
Sensing, data managing, and control technologies for agricultural systems / Shaochun Ma, Tao Lin, Enrong Mao, Zhenghe Song, Kuan-Chong Ting, editors
出版发行项:
Cham, Switzerland : Springer, 2022
ISBN:
9783031038341
ISBN:
3031038347
ISBN:
3031038339
ISBN:
9783031038334
载体形态项:
1 volume : illustrations (black and white, and color) ; 24 cm
其他载体形态:
Print version: SENSING, DATA MANAGING, AND CONTROL TECHNOLOGIES FOR AGRICULTURAL SYSTEMS. [Place of publication not identified] : SPRINGER INTERNATIONAL PU, 2022 3031038339
丛编说明:
Agriculture automation and control
丛编统一题名:
Agriculture automation and control
附加个人名称:
Ma, Shaochun, editor
附加个人名称:
Lin, Tao, editor
附加个人名称:
Mao, Enrong, editor
附加个人名称:
Song, Zhenghe, editor
附加个人名称:
Ting, Kuan-Chong, editor
附加团体名称:
Ohio Library and Information Network.
论题主题:
Agricultural innovations.
论题主题:
Automatic control-Industrial applications.
论题主题:
Remote sensing-Industrial applications.
中图法分类号:
F303.2
内容附注:
Introduction : Overview of Sensing, data management, and control technologies for agricultural systems -- Agricultural Internet of Things -- Applied machine vision technologies in specialty crop production -- Imaging Technology for High-Throughput Plant Phenotyping -- Data-driven Modeling for Crop Growth in Plant factories -- Data-driven modeling for crop mapping and yield estimation -- Artificial Intelligence for Image Processing in Agriculture -- Smart Farming Management -- Emerging automated technologies on tractors -- Applied time-frequency control in agricultural machines - Applied Unmanned Aerial Vehicle technologies: opportunities and constraints -- Robotic Tree Fruit Harvesting: Status, Challenges, and Prosperities
摘要附注:
Agricultural automation is the emerging technologies which heavily rely on computer-integrated management and advanced control systems. The tedious farming tasks had been taken over by agricultural machines in last century, in new millennium, computer-aided systems, automation, and robotics has been applied to precisely manage agricultural production system. With agricultural automation technologies, sustainable agriculture is being developed based on efficient use of land, increased conservation of water, fertilizer and energy resources. The agricultural automation technologies refer to related areas in sensing & perception, reasoning & learning, data communication, and task planning & execution. Since the literature on this diverse subject is widely scattered, it is necessary to review current status and capture the future challenges through a comprehensive monograph. In this book we focus on agricultural automation and provide critical reviews of advanced control technologies, their merits and limitations, application areas and research opportunities for further development. This collection thus serves as an authoritative treatise that can help researchers, engineers, educators, and students in the field of sensing, control, and automation technologies for production agriculture
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