/tags/aerial-lidar/ Recent content in Aerial Lidar on INBO Tutorials Hugo en-us Fri, 23 Oct 2026 00:00:00 +0000 /tutorials/r_lidr/ Fri, 23 Oct 2026 00:00:00 +0000 /tutorials/r_lidr/ <h1 id="1-introduction--acknowledgments">1. Introduction &amp; Acknowledgments</h1> <p>The workflow integrates: 1. <strong>Custom workflow script</strong> based on regional LiDAR data (e.g., Open Data Vlaanderen) pre-classified with deep learning models (3D SegFormer). 2. <strong>Individual Tree Segmentation (ITS)</strong> techniques adapted from the <a href="https://tgoodbody.github.io/lidRtutorial/06_its.html">lidRtutorial by Tristan Goodbody</a> (<a href="https://github.com/tgoodbody/lidRtutorial/blob/master/R/06_its.R">GitHub repository</a>). 3. <strong>Advanced tree metrics and point cloud processing</strong> concepts inspired by Liam Irwin’s <a href="https://liamirwin.github.io/CompTreeR/">CompTreeR</a>. The code was compiled and documented with the support of Gemini.</p> <hr> <h1 id="2-setup--data-preparation">2. Setup &amp; Data Preparation</h1> <h2 id="21-package-installation--environment">2.1 Package Installation &amp; Environment</h2> <p>First, ensure all required R packages are installed.</p>