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Samuli Junttila

University of Helsinki

University of Helsinki

Helsinki, FIN-00014

Finland

  • University of Helsinki

SCHOLARLY PAPERS

2

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78

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0

Scholarly Papers (2)

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1.

Domain-Generalized Detection and Classification of Bark Beetle Damage Using Multispectral UAS Imagery

Number of pages: 41 Posted: 22 Dec 2025
Emma Turkulainen, Roope Näsi, Niko Koivumäki, Raquel Alves de Oliveira, Päivi Lyytikäinen-Saarenmaa, Johanna Tuviala, Mikko Pelto-arvo, Samuli Junttila and Eija Honkavaara
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Eastern Finland, University of Eastern Finland, University of Helsinki and National Land-Survey of Finland,
Downloads 49 (1,097,529)

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Domain Generalization, Deep Learning, bark beetle, UAS, Multispectral Imagery

2.

Canopy structure, scan angle and understory effects on airborne LiDAR waveform features in boreal forests

Number of pages: 33 Posted: 01 May 2026
Antti Polvivaara, Ilkka Korpela, Mikko Vastaranta and Samuli Junttila
University of Helsinki, University of Helsinki, University of Eastern Finland and University of Helsinki
Downloads 29 (1,372,601)

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Laser scanning, Forest structure, Understory, Photogrammetry, remote sensing, LiDAR signal