Machine Learning Based Prediction of Insufficient Herbage Allowance with Automated Feeding Behaviour and Activity Data

Machine Learning Based Prediction of Insufficient Herbage Allowance with Automated Feeding Behaviour and Activity Data

Sensor technologies that measure grazing and ruminating behaviour as well as physical activities of individual cows are intended to be included in precision pasture management. One of the advantages of sensor data is they can be analysed to support farmers in many decision-making processes. This art...

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Bibliographic Details
Main Authors: Abu Zar Shafiullah, Jessica Werner, Emer Kennedy, Lorenzo Leso, Bernadette O’Brien, Christina Umstätter
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
machine learning
binary classification
herbage allowance
feeding behaviour and activities
precision pasture management
Online Access:https://www.mdpi.com/1424-8220/19/20/4479

Internet

https://www.mdpi.com/1424-8220/19/20/4479

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