Advancing vegetation monitoring with virtual laser scanning of dynamic scenes (VLS‐4D): Opportunities, implementations and future perspectives

Abstract Virtual laser scanning (VLS) is an established and valuable research tool in forestry and ecology, widely used to simulate labelled light detection and ranging (LiDAR) point cloud data for sensitivity analysis, model training for machine learning (ML) and method testing. In VLS, vegetation...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Hannah Weiser, Bernhard Höfle
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Wiley 2026-01-01
Schriftenreihe:	Methods in Ecology and Evolution
Schlagworte:	3D animation LiDAR simulation machine learning point cloud change analysis synthetic training data vegetation dynamics
Online-Zugang:	https://doi.org/10.1111/2041-210x.70189
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!