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LiDAR Point Cloud Analysis using Laserfarm Workflow Virtual Lab

Quantifying ecosystem structure is essential for sustainable forest management, species distribution research, dynamic ecosystem modelling, and biodiversity monitoring. Recent years have seen a rapid surge in the use of light detection and ranging (LiDAR) technology for characterizing the structure of ecosystems. Yet, a key bottleneck is the availability of free and open-source tools that allow a standardized processing of large amounts of LiDAR point clouds in an efficient and distributed way. Here, we integrate a high-throughput workflow called "Laserfarm" into NaaVRE, enabling the efficient, scalable, and distributed processing of LiDAR point clouds from national and regional airborne laser scanning (ALS) surveys into geospatial data products of ecosystem structure.<div>The vLab has been created by using the LifeWatch NaaVRE platform (<a href=" https://naavre.net" target="_blank"> https://naavre.net/</a>).</div>

Default

Date ( Publication)
2024-02-08
Status
Under development / Pre operational
Owner
  Biodiversity Macroecology (BIOMAC) lab, Department Theoretical and Computational Ecology (TCE) Institute for Biodiversity and Ecosystem Dynamics (IBED) University of Amsterdam, The Netherlands - Yifang Shi

Keywords

Essential biodiversity variable

Keywords

Ecosystem structure

Keywords

Airborne laser scanning

Keywords

Vegetation metrics

Keywords

Horizontal and vertical properties

Keywords

Ecosystem dynamics

Keywords

High-throughput workflow

Keywords

Distributed computing

Access constraints
License
Use limitation

License is being negotiated with the virtual lab developer.

OnLine resource
Link to the vLab (

WWW:LINK-1.0-http--link

)
OnLine resource
Open NaaVRE
VRE Training

https://beta.naavre.net/jupyter/hub/user-redirect/lab/tree/Virtual%20Labs/Laserfarm/Git%20public/LiDAR_Vlab_tutorial.ipynb

metadataMetadata

File identifier
ad38662d-46fc-424f-8987-c6e514ad5d1b XML
Metadata language
en
Parent identifier
NaaVRE - Notebook as a Virtual Research Environment

642002de-0be8-4509-9375-a83ecae395cc

Hierarchy level
Virtual Research Environment
Metadata Schema Version

1.0

 
 

Overviews

overview
Laserfarm thumbnail
overview
Laserfarm thumbnail

Spatial extent

Keywords



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