Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

Detailed knowledge of botanical composition is a key factor for the sustainable and site-specific management of permanent grassland and facilitates an improvement in the performance and efficiency of livestock feeding. Spectral-based data acquisition combined with machine learning has the potential...

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Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Roland Britz, Norbert Barta, Andreas Klingler, Andreas Schaumberger, Alexander Bauer, Erich M. Pötsch, Andreas Gronauer, Viktoria Motsch
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	MDPI AG 2022-04-01
Σειρά:	Agriculture
Θέματα:	grass herb legume machine learning hyperspectral imaging data reduction
Διαθέσιμο Online:	https://www.mdpi.com/2077-0472/12/5/579
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