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Delineation and reconstruction of 3D components and volumes from mountain pine beetle-infected forest plots using terrestrial laser scanning (TLS)
|Description:||The 3D detail of forest plots under mountain pine beetle (MPB) attack can be characterized with the high-resolution terrestrial laser scanning (TLS) dataset that represents heterogeneous fuel components and individual-tree conditions. The dataset is generated by multiple processing steps of scan collection, point cloud georeferencing, noise cleaning, tree extraction, individual-tree isolation, plot component delineation, individual-tree wood reconstruction, and MPB phase classification.|
The entire methodology is described in Xi. et al (2023).
The dataset is suitable for diverse research purposes, e.g. point cloud processing, classifier and segmenter training and testing, inventory attribute extraction, and branch-level tree attribute analysis.
|Notes:||Item exited embargo and became publicly available on 2023-09-29|
Le jeu de données est sorti de sa période d’embargo et est devenu public le 2023-09-29
|Authors:||Xi, Zhouxin; University of Lethbridge; Canadian Forest Service; 0000-0002-0458-6323|
Hopkinson, Chris; University of Lethbridge; 0000-0002-3998-4778
Chasmer, Laura; University of Lethbridge; 0000-0002-8062-1530
|Keywords:||terrestrial laser scanning|
mountain pine beetle
quantitative structrual modeling
3D deep learning classification
|Field of Research:|
Agriculture, forestry, and fisheries
Quantitative methods in forestry
|Publisher:||Federated Research Data Repository / dépôt fédéré de données de recherche|
|Funder:||Canada Foundation for Innovation; 32436|
Western Economic Diversification Canada; 000015316
Jasper National Park
Province / Territory
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Access to this dataset is subject to the following terms:
Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/
Xi, Z., Hopkinson, C., Chasmer, L. (2023). Delineation and reconstruction of 3D components and volumes from mountain pine beetle-infected forest plots using terrestrial laser scanning (TLS). Federated Research Data Repository. https://doi.org/10.20383/103.0814