Projects per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Markus Holopainen
- Department of Forest Sciences - Professor, Title of Docent
- Doctoral Programme in Interdisciplinary Environmental Sciences - Supervisor for doctoral programme
- Doctoral Programme in Sustainable Use of Renewable Natural Resources - Supervisor for doctoral programme
- Forest Health Group
- Forest Ecology and Management
- Laboratory of Forest Resources Management and Geo-information Science
Person: UH , Teaching and research personnel, U4 Research and teaching staff
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Samuli Junttila
- Department of Forest Sciences - Associate professor, Visiting scholar
- Doctoral Programme in Sustainable Use of Renewable Natural Resources - Supervisor for doctoral programme
- Forest Health Group
- Laboratory of Forest Resources Management and Geo-information Science
Person: Visiting scholar, U3 Research and teaching staff, UH
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Maiju Kosunen
- Department of Forest Sciences - University Lecturer
- Soils and Climate Change research group
- Forest Health Group
Person: U3 Research and teaching staff, UH
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Päivi Lyytikäinen-Saarenmaa
- Forest Health Group
- Doctoral Programme in Sustainable Use of Renewable Natural Resources - Supervisor for doctoral programme
- Forest Ecology and Management
Person: UH , Teaching and research personnel
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Topi Tanhuanpää
- Department of Forest Sciences - Visiting scholar
- Doctoral Programme in Sustainable Use of Renewable Natural Resources - Supervisor for doctoral programme
- Forest Health Group
- Laboratory of Forest Resources Management and Geo-information Science
Person: Visiting scholar, UH
Projects
- 7 Finished
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MONITUHO: Puun ja kuoren välissä - varautuminen ilmastomuutoksen moninkertaistamiin kirjanpainajatuhoihin
Lyytikäinen-Saarenmaa, P. (Project manager), Holopainen, M. (Participant), Honkavaara, E. (Participant), Gregow, H. (Participant), Niskanen, Y. (Participant) & Nuorteva, H. (Participant)
01/04/2019 → 31/12/2022
Project: Research project
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INVASIVES: Biogeographic analysis of historical forest insect invasions and host associations
Klapwijk, M. (Project manager), Lyytikäinen-Saarenmaa, P. (Participant), Malm, M. A. (Participant), Björkman, C. (Participant), Ökland, B. (Participant) & Liebhold, A. (Participant)
11/03/2019 → 31/12/2021
Project: Research project
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The effects of stand dynamics on tree architecture of Scots pine trees
Saarinen, N. (Project manager)
01/09/2018 → 31/08/2021
Project: Research project
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IPSRISK: Kirjanpainajan (Ips typographus L.) aiheuttamien riskien hallinta – uudet työkalut metsätalouden avuksi
Lyytikäinen-Saarenmaa, P. (Project manager), Turunen, J. (Participant), Kantola, T. (Participant), Kosunen, M. (Participant) & Holopainen, M. (Participant)
Marjatta ja Eino Kollin säätiö
01/10/2016 → 31/05/2019
Project: Research project
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Puuaineen laadun arvioiminen laserkeilausaineistosta
Holopainen, M. (Project manager)
01/01/2015 → 31/12/2017
Project: Research project
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ADA-Net: Attention-Guided Domain Adaptation Network with Contrastive Learning for Standing Dead Tree Segmentation Using Aerial Imagery
Ahishali, M., Rahman, A. U., Heinaro, E. & Junttila, S., 5 Apr 2025.Research output: Working paper › Preprint
File -
Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FOR-species20K dataset
Puliti, S., Lines, E. R., Muellerova, J., Frey, J., Schindler, Z., Straker, A., Allen, M. J., Winiwarter, L., Rehush, N., Hristova, H., Murray, B., Calders, K., Coops, N., Hoefle, B., Irwin, L., Junttila, S., Krucek, M., Krok, G., Kral, K. & Levick, S. R. & 14 others, , Apr 2025, In: Methods in Ecology and Evolution. 16, 4, p. 801-818 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Dual-Task Learning for Dead Tree Detection and Segmentation with Hybrid Self-Attention U-Nets in Aerial Imagery
Rahman, A. U., Heinaro, E., Ahishali, M. & Junttila, S., 27 Mar 2025.Research output: Working paper › Preprint
File -
Global, multi-scale standing deadwood segmentation in centimeter-scale aerial images
Mohring, J., Kattenborn, T., Mahecha, M. D., Cheng, Y., Schwenke, M. B., Cloutier, M., Denter, M., Frey, J., Gassilloud, M., Goritz, A., Hempel, J., Horion, S., Jucker, T., Junttila, S., Khatri-Chhetri, P., Korznikov, K., Kruse, S., Laliberte, E., Maroschek, M. & Neumeier, P. & 7 others, , Dec 2025, In: ISPRS Open Journal of Photogrammetry and Remote Sensing. 18, 12 p., 100104.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Identification and segmentation of branch whorls and sawlogs in standing timber using terrestrial laser scanning and deep learning
Pehkonen, M. E. I., Vastaranta, M. A., Holopainen, M. E., Hyyppä, J., Kukko, A. & Pyörälä, J. K., Dec 2025, In: Forestry. 98, 5, p. 712-725 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Activities
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Maisterintutkielman ohjaaja/MSc thesis supervisor, Lasse Polso
Niemi, M. (Supervisor) & Holopainen, M. (Supervisor)
14 Nov 2024Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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Ilmastonmuutos ja metsätuhot
Lyytikäinen-Saarenmaa, P. (Speaker)
14 Jan 2021Activity: Talk or presentation types › Invited talk
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Kirjanpainajatuhojen torjunta Suomessa ja Ruotsissa
Lyytikäinen-Saarenmaa, P. (Speaker)
23 Sept 2020Activity: Talk or presentation types › Invited talk
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Ghent University
Saarinen, N. (Visiting researcher)
Feb 2020 → Aug 2020Activity: Visiting an external institution types › Academic visit to other institution
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Bark beetle risk analysis and modeling of epidemic development
Lyytikäinen-Saarenmaa, P. (Speaker)
1 Dec 2020Activity: Talk or presentation types › Invited talk
Prizes
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Dance Your PhD award by Science magazine
Junttila, S. (Recipient), 14 Feb 2020
Prize: Prizes and awards
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Doctoral dissertation accepted with distinction
Junttila, S. (Recipient), 3 Sept 2019
Prize: Prizes and awards