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
Published in:	AgriEngineering Vol. 7; no. 3; p. 75
Main Authors:	Asiminari, Gavriela, Benos, Lefteris, Kateris, Dimitrios, Busato, Patrizia, Achillas, Charisios, Grøn Sørensen, Claus, Pearson, Simon, Bochtis, Dionysis
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.03.2025
Subjects:	Agricultural equipment Agricultural land agricultural machinery Agricultural technology Agriculture Algorithms Computing time Cost control coverage path planning Datasets Efficiency Energy consumption Farm machinery Farm management farm management information system (FMIS) Geographic information systems Learning algorithms Machine learning machine learning regression algorithms Management information systems Optimization precision agriculture predictive modeling Productivity Regression models Resource allocation
ISSN:	2624-7402, 2624-7402
Online Access:	Get full text
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