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Sensing, Data Managing, and Control Technologies for Agricultural Systems

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...

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Bibliographic Details
Other Authors: Ma, Shaochun (Editor), Lin, Tao (Editor), Mao, Enrong (Editor), Song, Zhenghe (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2022, 2022
Edition:1st ed. 2022
Series:Agriculture Automation and Control
Subjects:
Machine Learning
Data Analysis And Big Data
Control, Robotics, Automation
Food Science
Quantitative Research
Control Engineering
Robotics
Agriculture
Automation
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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.

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