diff --git a/tools/raycloudtools.xml b/tools/raycloudtools.xml new file mode 100644 index 0000000..6272189 --- /dev/null +++ b/tools/raycloudtools.xml @@ -0,0 +1,147 @@ + + Tree instance segmentation + + 1.1.1 + 0 + + + + ghcr.io/3dtrees-earth/3dtrees_rct:@TOOL_VERSION@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + not treeinfo + + + + + + treeinfo + + + + + + + + + + + + + + + + + + + + + + + + + + +**What it does** + +This tool performs graph-based tree instance segmentation on LiDAR point clouds using the **RayExtract** algorithm (Devereux et al., 2026) implemented as part of **RayCloudTools** (Lowe & Stepanas, 2021). +It is platform-agnostic and works across airborne (ULS), terrestrial (TLS), and mobile (MLS) laser scanning data, as long as trees are well-represented by points along the entire tree length. + +----- + +**Processing Steps** + +- Convert input point cloud to LAZ 1.2 +- Import point cloud as ray cloud +- Extract terrain +- Extract trees +- Convert point color (segmentation result) to instance IDs +- Add instance IDs back to input point cloud + +----- + +**Output** + +Original LAZ point cloud + instance IDs in extra dimension 'PredInstance_RCT'. + +***Tip:** We recommend using the '3DTrees: Tile and Merge' or '3DTrees: Smart Tile' tool to process large point clouds (workflow: tile → segment → merge)!* + +----- + +**Third-Party Components** + +You agree to comply with the licence terms for these components as part of accessing the tool. + +**RayCloudTools:** Copyright (c) 2020, Commonwealth Scientific and Industrial Research Organisation (CSIRO) ABN 41 687 119 230 | [CSIRO-Open Source Software License (variation of the BSD / MIT License)](https://github.com/csiro-robotics/raycloudtools); +**PDAL:** Copyright (c) 2025, Hobu, Inc. (howard@hobu.co) | [pdal License (BSD)](https://github.com/PDAL/PDAL?tab=License-1-ov-file#readme); +**NumPy:** Copyright (c) 2005-2025, NumPy Developers | [numpy License (BSD)](https://github.com/numpy/numpy?tab=License-1-ov-file#readme); +**LasPy:** Copyright (c) 2012, Grant Brown, grant.brown73 at gmail.com, Copyright (c) 2012, Howard Butler, hobu.inc at gmail.com, Copyright (c) 2020, Thomas Montaigu, thomas.montaigu@laposte.net | [laspy License](https://github.com/laspy/laspy?tab=License-1-ov-file#readme); +**Open3D:** Copyright (c) 2018-2023 www.open3d.org | [Open3D License (MIT)](https://github.com/isl-org/Open3D?tab=License-1-ov-file#readme). + + + + + + + 10.1016/j.rse.2025.115162 + 10.1109/ACCESS.2021.3084954 + + @misc{3dtrees_raycloudtools, title = {3Dtrees: RayCloudTools}, author = {3Dtrees-Project}, year = {2025}} + + + \ No newline at end of file