BorFIT: a novel LiDAR-based training dataset for individual tree segmentation and species detection in northern boreal forests
Data sets
Reference dataset of individual trees from the Tundra-Taiga-Ecotone and Northern boreal forests BorFIT https://doi.org/10.1594/PANGAEA.980505
Reference dataset of individual trees from the Tundra-Taiga-Ecotone and Northern boreal forests BorFIT https://doi.org/10.1594/PANGAEA.980505
Point clouds with ground point classification and individual tree segmentation of 89 northern boreal forest and tundra sites from UAV-based lidar surveys in Yakutia, Russia in 2021 https://doi.org/10.1594/PANGAEA.980735
Point clouds with ground point classification and individual tree segmentation of 25 northern boreal forest and tundra sites from UAV-based lidar surveys in northwestern Canada in 2022 https://doi.org/10.1594/PANGAEA.977771
Point clouds with ground point classification and individual tree segmentation of 47 northern boreal forest and tundra sites from UAV-based lidar surveys in the eastern part of Alaska in 2023 https://doi.org/10.1594/PANGAEA.980485
Point clouds with ground point classification and individual tree segmentation of 28 northern boreal forest and tundra sites from UAV-based lidar surveys in western and central parts of Alaska in 2024 https://doi.org/10.1594/PANGAEA.980757