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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
Last edited by Monnet Jean-Matthieu 1 year ago
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Field plot coregistration with ALS data

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 of the tutorial,
  • Tree segmentation tutorial in html,
  • Tree segmentation tutorial in pdf,
  • datasets and a bibliography file 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
Clone repository
  • 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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