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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Roland Britz, Norbert Barta, Andreas Klingler, Andreas Schaumberger, Alexander Bauer, Erich M. Pötsch, Andreas Gronauer, Viktoria Motsch
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2022-04-01
Schriftenreihe:	Agriculture
Schlagworte:	grass herb legume machine learning hyperspectral imaging data reduction
Online-Zugang:	https://www.mdpi.com/2077-0472/12/5/579
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!