Simplifying Field Traversing Efficiency Estimation Using Machine Learning and Geometric Field Indices

Simplifying Field Traversing Efficiency Estimation Using Machine Learning and Geometric Field Indices

Enhancing agricultural machinery field efficiency offers substantial benefits for farm management by optimizing the available resources, thereby reducing cost, maximizing productivity, and supporting sustainability. Field efficiency is influenced by several unpredictable and stochastic factors that...

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Bibliographic Details
Main Authors:	Gavriela Asiminari, Lefteris Benos, Dimitrios Kateris, Patrizia Busato, Charisios Achillas, Claus Grøn Sørensen, Simon Pearson, Dionysis Bochtis
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Series:	AgriEngineering
Subjects:	precision agriculture coverage path planning agricultural machinery machine learning regression algorithms predictive modeling farm management information system (FMIS)
Online Access:	https://www.mdpi.com/2624-7402/7/3/75
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