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La forge institutionnelle d'INRAE étant en production depuis le 10 juin 2025, nous vous invitons à y créer vos nouveaux projets.

  • Monnet Jean-Matthieu
  • lidaRtRee_tutorials
  • Wiki
  • Field plot coregistration with ALS data

Field plot coregistration with ALS data · Changes

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Create Field plot coregistration with ALS data authored 4 years ago by Monnet Jean-Matthieu's avatar Monnet Jean-Matthieu
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This tutorial presents a workflow to optimize the coregistration of field measurements of tree positions with Airborne Laser Scanning (ALS) data. A precise coregistration is a necessary to avoid border effects leading to errors in models, e.g. when calibrating area-based models for the prediction of forest parameters.
The following files are provided:
* [Rmarkdown source](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/tree.detection.Rmd) of the tutorial,
* Tree segmentation tutorial in [html](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/raw/master/export/tree.detection.html?inline=false),
* Tree segmentation tutorial in [pdf](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/export/tree.detection.pdf),
* datasets and a [bibliography file](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/bib/bibliography.bib) required to run the source code are also available on the repository.
Changelog
* Jan, 2021: checked compatibility with lidR 3.1.0 and lidaRtRee 3.0.0
* Oct, 2020: checked compatibility with lidR 3.0.3
* Feb, 2019: checked compatibility with lidR 2.0.0 and lidaRtRee 2.0.0
* May, 2018: initial version
\ No newline at end of file
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  • ABA data preparation
  • ABA mapping and inference
  • ABA model calibration
  • ALS data preprocessing
  • Area based approach
  • Field plot coregistration with ALS data
  • Forest gaps and edges detection
  • Forest structure metrics mapping
  • Tree segmentation
  • Home

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