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

Virtual Laser Scanning (VLS) is an established and valuable research tool in forestry and ecology, widely used to simulate labelled LiDAR point cloud data for sensitivity analysis, model training and method testing. In VLS, vegetation has traditionally been modelled as static, neglecting the influen...

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Hauptverfasser: Weiser, Hannah (VerfasserIn) , Höfle, Bernhard (VerfasserIn)
Dokumenttyp: Article (Journal) Kapitel/Artikel
Sprache:Englisch
Veröffentlicht: 2025-03-27
Ausgabe:Version 3
In: EarthArXiv
Year: 2025, Pages: 1-26
DOI:10.31223/X51Q5V
Online-Zugang:Resolving-System, lizenzpflichtig, Volltext: https://doi.org/10.31223/X51Q5V
Verlag, lizenzpflichtig, Volltext: https://eartharxiv.org/repository/view/7832/
Volltext
Verfasserangaben:Hannah Weiser, Bernhard Höfle
Beschreibung
Zusammenfassung:Virtual Laser Scanning (VLS) is an established and valuable research tool in forestry and ecology, widely used to simulate labelled LiDAR point cloud data for sensitivity analysis, model training and method testing. In VLS, vegetation has traditionally been modelled as static, neglecting the influence of vegetation dynamics on LiDAR point cloud representations and limiting applications to [...]
Beschreibung:Online veröffentlicht: 07.10.2024
Veröffentlicht: 17.10.2024
Beschreibung:Online Resource
DOI:10.31223/X51Q5V