Research article2026Peer reviewedOpen access
Multispectral airborne laser scanning for tree species classification: A benchmark of machine learning and deep learning algorithms
Taher, Josef; Hyyppa, Eric; Hyyppa, Matti et al.
Publications
2026
2025
Doctoral thesis2025Open access
Expanding data availability for tree-level remote sensing-based forest inventories
de Paula Pires, Raul.
Conference abstract2025
Detection of stem crooks using a CNN trained on synthetic data
de Paula Pires, Raul; Persson, Henrik; Lindgren, Nils et al.
Research article2025Peer reviewedOpen access
Boreal tree species classification using airborne laser scanning data annotated with harvester production reports, and convolutional neural networks
Pires, Raul de Paula; Axelsson, Christoffer; Lindberg, Eva et al.
2024
Research article2024Peer reviewedOpen access
Mobile laser scanning as reference for estimation of stem attributes from airborne laser scanning
Pires, Raul de Paula; Lindberg, Eva; Persson, Henrik Jan et al.
2022
Conference abstract2022Peer reviewed
Tree species classification using mobile laser scanner along boreal forest roads
de Paula Pires, Raul; Lindberg, Eva; Persson, Henrik et al.
Research article2022Peer reviewedOpen access
Individual tree detection and estimation of stem attributes with mobile laser scanning along boreal forest roads
Olofsson, Kenneth; Lindberg, Eva; Holmgren, Johan et al.
2021
Conference paper2021Peer reviewedOpen access
Influence of distance to the road on stem detection with car-mounted mobile laser scanner
de Paula Pires, Raul; Holmgren, Johan; Persson, Henrik et al.