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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
  • ABA mapping and inference

ABA mapping and inference · Changes

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Changed repository notice authored 1 year ago by Monnet Jean-Matthieu's avatar Monnet Jean-Matthieu
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ABA-mapping-and-inference.md
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This tutorial presents `R` code for forest mapping with the so-called [area-based method](Area-based-approach). It consists in using prediction models calibrated during the [previous step](ABA-model-calibration) with wall-to-wall lidar surveys to produce maps of forest parameters. This workflow is now on [https://lidar.pages.mia.inra.fr/lidaRtRee/articles/area-based.3.mapping.and.inference.html](https://lidar.pages.mia.inra.fr/lidaRtRee/articles/area-based.3.mapping.and.inference.html)
The following files are provided:
* [Rmarkdown source](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/area-based.3.mapping.and.inference.Rmd), This tutorial presents `R` code for forest mapping with the so-called [area-based method](Area-based-approach). It consists in using prediction models calibrated during the [previous step](ABA-model-calibration) with wall-to-wall lidar surveys to produce maps of forest parameters.
* **[ABA forest mapping and inference in html](https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/raw/master/export/area-based.3.mapping.and.inference.html?inline=false)**,
* datasets required to run the source code are also available on the repository and on [google drive](https://drive.google.com/u/0/uc?export=download&id=1ripo-PLZ8_IjE7rAQ2RECj-fjg1UpC5i).
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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