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

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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 has tradi...

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Bibliographic Details
Main Authors: Weiser, Hannah (Author) , Höfle, Bernhard (Author)
Format: Article (Journal)
Language:English
Published: 2026
In: Methods in ecology and evolution
Year: 2026, Volume: 17, Issue: 1, Pages: 33-51
ISSN:2041-210X
DOI:10.1111/2041-210x.70189
Online Access:Verlag, kostenfrei, Volltext: https://doi.org/10.1111/2041-210x.70189
Verlag, kostenfrei, Volltext: https://onlinelibrary.wiley.com/doi/abs/10.1111/2041-210x.70189
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Author Notes:Hannah Weiser, Bernhard Höfle
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Advancing vegetation monitoring with virtual laser scanning of dynamic scenes (VLS-4D): opportunities, implementations and future perspectives by Weiser, Hannah (Author) , Höfle, Bernhard (Author) ,


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