Research output per year
Research output per year
Publications
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Multispectral airborne laser scanning for tree species classification: A benchmark of machine learning and deep learning algorithms
Taher, J., Hyyppa, E., Hyyppa, M., Salolahti, K., Yu, X., Matikainen, L., Kukko, A., Lehtomaki, M., Kaartinen, H., Thurachen, S., Litkey, P., Luoma, V., Holopainen, M., Kong, G., Fan, H., Ronnholm, P., Vaaja, M., Polvivaara, A., Junttila, S. & Vastaranta, M. & 30 others, , 2026, In: ISPRS Journal of Photogrammetry and Remote Sensing. 233, p. 278-309 32 p.Publication: Contribution to journal › Journal article › peer-review
Open AccessFile18 Downloads -
Risk profiles for deforestation-free and legal supply-chains of wood-based products
Van Brusselen, J., Klapper, J., de Paula Pires, R. & Järvikylä, J., Jul 2026, In: Forest Policy and Economics. 188, 103811.Publication: Contribution to journal › Journal article › peer-review
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Stem crook detection in terrestrial laser scanning data using semi-empirical simulations
Pires, R. D. P., Lindgren, N., Persson, H. J. & Holmgren, J., Jul 2026, In: Forestry. 99, 3, cpag026.Publication: Contribution to journal › Journal article › peer-review
Open Access -
Boreal tree species classification using airborne laser scanning data annotated with harvester production reports, and convolutional neural networks
Pires, R. D. P., Axelsson, C., Lindberg, E., Persson, H. J., Olofsson, K. & Holmgren, J., 2025, In: International Journal of Applied Earth Observation and Geoinformation. 140, 11 p., 104607.Publication: Contribution to journal › Journal article › peer-review
Open AccessFile12 Downloads -
Detection of stem crooks using a CNN trained on synthetic data
de Paula Pires, R., Persson, H., Lindgren, N. & Holmgren, J., 2025.Publication: Contribution to conference › Conference abstract (not in scientific journal)
Activities
- 2 Invited talk
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Har vi en fungerande tillgänglighet på data för att utveckla AI-lösningar inom jord och skog?
de Paula Pires, R. (Speaker)
26 Feb 2026Activity: Talk or presentation › Invited talk
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Expanding data availability for AI applications in forest inventories
de Paula Pires, R. (Speaker)
19 Nov 2025Activity: Talk or presentation › Invited talk