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Extracted trails from airborne laser scanning in the Oostvaardersplassen nature reserve

Ungulates and other mammalian herbivores can create trails in dense vegetation by trampling and browsing. This can affect vegetation structure and results in the fragmentation of closed, high vegetation, with subsequent impacts on biodiversity. Manually mapping trails in the field or from aerial photographs can be challenging and time consuming, especially in inaccessible or difficult to access habitats such as wetlands and if trails occur beneath the canopy. Airborne laser scanning provides an alternative method because it penetrates vegetation canopies and efficiently obtains highly accurate data in the form of dense 3D point clouds. This repository consists of extracted trails in the wetland area of the Oostvaardersplassen nature reserve in the Netherlands using 3D airborne point cloud data (AHN4) and the manually created 50 plots of ground truth in two regions, i.e. grazed only by red deer and grazed by both red deer and geese. The data product has been generated in the context of the EU project MAMBO (Modern Approaches to the Monitoring of Biоdiversity, https://doi.org/10.3897/rio.9.e116951).

Default

IdentificationAbout this resource

Alternate Identifier

3405dbef-6878-410d-98a0-343410e53ae0

Publication Date
2025-03-24
Title

Extracted trails from airborne laser scanning in the Oostvaardersplassen nature reserve

Short Name
Abstract

Ungulates and other mammalian herbivores can create trails in dense vegetation by trampling and browsing. This can affect vegetation structure and results in the fragmentation of closed, high vegetation, with subsequent impacts on biodiversity. Manually mapping trails in the field or from aerial photographs can be challenging and time consuming, especially in inaccessible or difficult to access habitats such as wetlands and if trails occur beneath the canopy. Airborne laser scanning provides an alternative method because it penetrates vegetation canopies and efficiently obtains highly accurate data in the form of dense 3D point clouds. This repository consists of extracted trails in the wetland area of the Oostvaardersplassen nature reserve in the Netherlands using 3D airborne point cloud data (AHN4) and the manually created 50 plots of ground truth in two regions, i.e. grazed only by red deer and grazed by both red deer and geese. The data product has been generated in the context of the EU project MAMBO (Modern Approaches to the Monitoring of Biоdiversity, https://doi.org/10.3897/rio.9.e116951).

Dataset Language

en

 
Dataset Creator
  University of Amsterdam - Jinhu Wang ()

Dataset Creator
  - Perry Cornelissen ()

Dataset Creator
  University of Amsterdam - W. Daniel Kissling (Associate Professor)

Metadata Provider
  LifeWatch ERIC - Lucia Vaira (Service Centre ICT Coordinator)

Dataset Contact
  University of Amsterdam - Jinhu Wang ()

Keywords (None)
  • Ecosystem structure

  • habitat condition

  • large mammals

  • light detection and ranging

  • nature conservation

  • ungulate traits

  • reeded

Temporal Coverage

Range of Dates

Begin Date

2020-03-01

End Date

resourceLicensesLicense Information

Intellectual Rights

CC-BY4.0

Resource License

License Name

Creative Commons Attribution 4.0 International

URL
https://creativecommons.org/licenses/by/4.0/legalcode
Acknowledgements
 

Distribution

Online

A brief description of the the content of online URL.

DOI

URL
https://doi.org/10.5281/zenodo.13889768

Distribution

Online

A brief description of the the content of online URL.

Zenodo

URL
https://zenodo.org/records/14987500

Distribution

Online

A brief description of the the content of online URL.

Related paper

URL
https://doi.org/10.3389/frsen.2025.1599128

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A brief description of the the content of online URL.

Related code

URL
https://github.com/Jinhu-Wang/Extracting-ungulate-trails-in-wetlands-using-3D-point-clouds-obtained-from-airborne-laser-scanning

Distribution

Online

A brief description of the the content of online URL.

1_shapefiles.zip

URL
https://zenodo.org/records/14987500/files/1_shapefiles.zip?download=1

Distribution

Online

A brief description of the the content of online URL.

2_results.zip

URL
https://zenodo.org/records/14987500/files/2_results.zip?download=1

Distribution

Online

A brief description of the the content of online URL.

3_validation_data.zip

URL
https://zenodo.org/records/14987500/files/3_validation_data.zip?download=1

Distribution

Online

A brief description of the the content of online URL.

ReadMe.md

URL
https://zenodo.org/records/14987500/files/ReadMe.md?download=1
 
 

Project

• Project

Title

MAMBO - Modern Approaches to the Monitoring of BiOdiversity

Abstract

Funded by European Commission (MAMBO project: 101060639).

Personnel

Organization Name

Individual Name

Given Name
Surname
Position Name
 
 






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