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Agricultural Unmanned Systems: Empowering Agriculture with Automation

Automation is crucial for the advancement of modern agriculture. It has a significant role in enhancing production efficiency and output, reducing labor costs, addressing natural disasters, and boosting sustainability. Automation utilizes big data and artificial intelligence to monitor agricultural...

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Format: Online
Sprache:Englisch
Veröffentlicht: MDPI - Multidisciplinary Digital Publishing Institute 2024
Schlagworte:
picking robots
robotic configurations
dual-manipulator
design optimization
high-power tractors
subsoiling operation
multiple factors
joint-control method
air-assisted sprayer
behind canopies
droplet loss
foliage area volume density (FAVD)
environmental pollution
orchard
lidar
obstacle detection
harvester
pre-collision system
baler
feed rate
pickup platform
working power
frequency domain filtering
model
digital image processing
traditional machine learning
harvesting robot
computer vision
object detection
object recognition
research overview
research review
Rose Oxide (4-Methyl-2-(2-methyl-1-propenyl) tetrahydropyran)
de-aromatic wine
NIR spectroscopy
Si-PLSR
wavebands analysis
deep learning
fruit detection
fruit recognition
automatic harvesting
current challenge
development trend
transfer learning
MobileNetV3
pest detection
embedded system
citrus pest
alfalfa seeds
uniform fabric
discrete elements
smart agriculture
visual recognition
decision control
end-effector
harvesting robots
nitrogen content
water content
double hidden layer
BP neural network
particle swarm optimization
fruit picking
multiple robotic arms
end-picker
target detection
task planning
clustered lawnmowers
grid-based method
task allocation
comprehensive coverage path planning
n/a
UAV hyperspectral
leaf nitrogen content (LNC)
feature optimization
3D LiDAR
positioning
canopy length measurement
thema EDItEUR::Q Philosophy and Religion
thema EDItEUR::Q Philosophy and Religion::QD Philosophy
thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDH Philosophical traditions and schools of thought
thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDH Philosophical traditions and schools of thought::QDHR Western philosophy from c 1800
Online-Zugang:ONIX_20240906_9783725816200_152
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Zusammenfassung:Automation is crucial for the advancement of modern agriculture. It has a significant role in enhancing production efficiency and output, reducing labor costs, addressing natural disasters, and boosting sustainability. Automation utilizes big data and artificial intelligence to monitor agricultural production. It introduces new farming models that adapt to the challenges of scalability and environmental changes, achieving precise and efficient agricultural development. This Special Issue, titled “Agricultural Unmanned Systems: Empowering Agriculture with Automation”, focuses on sharing knowledge related to integrated and precise operational agriculture systems in the sky, air, land, and water. It explores intelligent sensing and control technologies in smart agricultural unmanned systems to advance the progress of unmanned agriculture. Establishing global demonstration sites is essential. These sites support the revolutionary advancement of smart agricultural machinery in automated, intelligent, unmanned, cluster operations.

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