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`lidaRtRee_tutorials` is a repository that provides tutorials for forest analysis with airborne laser scanning (ALS or lidar remote sensing) data, using functions from `R` packages [lidR](https://github.com/Jean-Romain/lidR/) (also available on [CRAN](https://cran.r-project.org/package=lidR)) and [lidaRtRee](https://gitlab.irstea.fr/jean-matthieu.monnet/lidaRtRee) (also available on [CRAN](https://cran.r-project.org/package=lidaRtRee)). Tutorials are available as `Rmarkdown` and `html` files. Datasets useful for code running are also provided. The following tutorials are available :
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# IMPORTANT NOTICE
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- [ALS data checking and preprocessing](ALS-data-preprocessing),
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* `lidaRtRee_tutorials` are now integrated as [vignettes](https://forgemia.inra.fr/lidar/lidaRtRee/-/tree/main/vignettes) of the R package [`lidaRtRee`](https://forgemia.inra.fr/lidar/lidaRtRee).
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- [tree detection and segmentation](Tree-segmentation),
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* Documentation and tutorials are on [https://lidar.pages.mia.inra.fr/lidaRtRee/](https://lidar.pages.mia.inra.fr/lidaRtRee/) |
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- [field plot co-registration with ALS data](Field-plot-coregistration-with-ALS-data),
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- [forest structure metrics mapping](Forest-structure-metrics-mapping),
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- [forest gaps and edges detection](Forest-gaps-and-edges-detection),
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- [area-based approach for forest parameters estimation and mapping](Area-based-approach).
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`lidaRtRee_tutorials` development (2018-2021) was funded by the [ADEME](https://www.ademe.fr/en) (french Agency for Ecological Transition) through the [PROTEST](https://protest.inrae.fr/) project (grant 1703C0069 of the GRAINE program).
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[<img src="uploads/da8120d1502576ca18f7a667af12ff53/logo-ademe-republique-francaise.jpg" alt="logo-ademe-republique-francaise" width="300"/>](https://www.ademe.fr/en)
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<br>
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[<img src="uploads/c29298351806d63b201244fb2075d05d/logo_inrae.png" alt="logo_inrae" width="330"/>](https://www.inrae.fr/en) |
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