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Instant Insights: Artificial Intelligence applications in agriculture (76) (Burleigh Dodds Science: Instant Insights) - Softcover
Inhaltsangabe
This collection considers the variety of applications of Artificial Intelligence in agriculture, highlighting its use in vineyards to improve precision irrigation, as well as its use in harvest-assist platforms in citrus orchards.
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Über die Autorin bzw. den Autor
Dr Leisa Armstrong is Senior Lecturer in Computer Science and leader of the eAgriculture Research Group at Edith Cowan University, Australia. Dr Armstrong is President of the Australian Society of ICT in Agriculture as well as past President of the Asian Federation of Information Technologies in Agriculture (AFITA). She has an international reputation for her research on the use of ICT in agriculture in such areas as agricultural information and decision support systems.
Von der hinteren Coverseite
This collection features four peer-reviewed reviews on Artificial Intelligence (AI) applications in agriculture.
The first chapter reviews developments in the use of AI techniques to improve the functionality of decision support systems in agriculture. It reviews the use of techniques such as data mining, artificial neural networks, Bayesian networks, support vector machines and association rule mining.
The second chapter examines how robotic and AI can be used to improve precision irrigation in vineyards. The chapter pays particular attention to robot-assisted precision irrigation delivery (RAPID), a novel system currently being developed and tested at the University of California in the United States.
The third chapter reviews the current state of mechanized collection technology, such as the development of harvest-assist platforms, as well as the possibilities of these machines to incorporate artificial vision systems to perform an in-field pre-grading of the product.
The final chapter explores the emergence of the automated assessment of plant diseases and traits through new sensor systems, AI and robotics. The chapter then considers the application of these digital technologies in plant breeding, focussing on smart farming and plant phenotyping.
What is an Instant Insight?
An Instant Insight gives you immediate access to key research on a topic, allowing you to get right to the heart of a subject in an instant and empowering you to contribute to sustainable agriculture.
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Instant Insights : Artificial Intelligence applications in agriculture
Verlag:
Burleigh Dodds Science Publishing Limited, 2023
ISBN 10: 1801466254
ISBN 13: 9781801466257
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Instant Insights: Artificial Intelligence applications in agriculture (Burleigh Dodds Science: Instant Insights, 76)
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Burleigh Dodds Science Publishing, 2023
ISBN 10: 1801466254
ISBN 13: 9781801466257
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Instant Insights: Artificial Intelligence Applications in Agriculture
Verlag:
Burleigh Dodds Science Publishing Limited, 2023
ISBN 10: 1801466254
ISBN 13: 9781801466257
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