Instant Insights Artificial Intelligence Applications In Agriculture
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Instant Insights: Artificial Intelligence applications in agriculture
Author: Dr Leisa Armstrong
language: en
Publisher: Burleigh Dodds Science Publishing
Release Date: 2023-04-18
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.
Instant Insights: Artificial Intelligence Applications in Agriculture
Author: Dr Leisa Armstrong
language: en
Publisher: Burleigh Dodds Science: Instant Insights
Release Date: 2023-06-20
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.
Instant Insights: Phenotyping applications in agriculture
Author: Dr Roland Pieruschka
language: en
Publisher: Burleigh Dodds Science Publishing
Release Date: 2024-01-23
Discusses recent advances in the use of phenotyping techniques to enhance current cereal crop breeding programmes Considers the application of phenotyping techniques in controlled environments Includes a selection of useful case studies which illustrate the application of phenotyping techniques in an array of agricultural settings