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En prévision de l'arrivée de la forge institutionnelle INRAE, nous vous invitons à créer vos nouveaux projets sur la forge MIA.

  • Monnet Jean-Matthieu
  • lidaRtRee_tutorials
  • Wiki
  • ALS data preprocessing

ALS data preprocessing · Changes

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Create ALS data preprocessing authored 3 years ago by Monnet Jean-Matthieu's avatar Monnet Jean-Matthieu
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This workflow proposes `R` functions for checking and preprocessing Airborne Laser Scanning (lidar remote sensing) data. It is based on functions from R package `lidR`, and it includes the following steps:
+ check the content of one file,
+ create images and statistics from multiple files,
+ compute digital surface models.
The following files are provided:
* [Rmarkdown source](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/ALS_data_preprocessing.Rmd),
* [**ALS data preprocessing tutorial in html**](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/raw/master/export/ALS_data_preprocessing.html?inline=false),
* [ALS data preprocessing tutorial in pdf](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/export/ALS_data_preprocessing.pdf),
* a [bibliography file](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/bib/bibliography.bib)
* datasets required to run the source code are also available on the repository.
Changelog
* Sept. 21, 2021: first release
\ 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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