Leisa Armstrong

(Author)

Instant Insights: Artificial Intelligence Applications in AgriculturePaperback, 18 April 2023

Instant Insights: Artificial Intelligence Applications in Agriculture
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Part of Series
Burleigh Dodds Science: Instant Insights
Print Length
100 pages
Language
English
Publisher
Burleigh Dodds Science Publishing Ltd
Date Published
18 Apr 2023
ISBN-10
1801466254
ISBN-13
9781801466257

Description

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.

Product Details

Authors:
Leisa ArmstrongN GandhiP TaechatanasatDean DiepeveenStefano CarpinKen GoldbergStavros VougioukasRon BerensteinJosh ViersJose BlascoMaría Gyomar González GonzálezPatricia ChuecaSergio CuberoNuria AleixosAnne-Katrin MahleinJan BehmannDavid BohnenkampRené H J HeimSebastian StreitStefan Paulus
Book Format:
Paperback
Country of Origin:
US
Date Published:
18 April 2023
ISBN-10:
1801466254
ISBN-13:
9781801466257
Language:
English
Location:
Cambridge
Pages:
100

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