Research output per year
Research output per year
Personal profile
Education/Academic qualification
Forest ecology and management, M.Sc., Department of Forest Sciences
1 Sept 2009 → 9 Feb 2015
Award Date: 9 Feb 2015
Fields of Science
- 4112 Forestry
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
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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
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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
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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
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Influence of bark beetle infestation on stem diameter dynamics
Junttila, S., Yrttimaa, T., Blomqvist, M., Paljakka, T., Pelto-Arvo, M. & Vastaranta, M., Mar 2025, In: Trees, forests and people. 19, 8 p., 100777.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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HE-DRYTREE-ERC-2023_STG
Junttila, S. (Project manager), Ahishali, M. M. (Participant), Blomqvist, M. (Participant), Chowdhury, A. I. (Participant), Holm, K. E. (Participant), Hu, P. (Participant), Lakaniemi, E. E. K. (Participant), Loikkanen, R. O. E. (Participant), Polvivaara, A. P. (Participant), Rahman, A. U. (Participant) & Uusitalo, E. J. (Participant)
01/09/2025 → 31/12/2028
Project: The European Research Council (ERC)
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University profiling funding 7 InterEarth RESET
Airavaara, M. (Project manager), Heiskanen, J. (Project manager), Huiskonen, J. (Project manager), Hyvärinen, M. (Project manager), Kulmala, M. (Project manager), Kulmala, M. (Project manager), Luomanen, P. (Project manager), Mervaala, E. (Project manager), Mäkelä, J. (Project manager), Primmer, C. (Project manager), Sandell, M. (Project manager), Sironen, T. (Project manager), Aalto, P. (Participant), Ahishali, M. M. (Participant), Ahonen, L. (Participant), Alakukku, L. (Participant), Arif, K. (Participant), Auvinen, P. (Participant), Betz-Heinemann, A. (Participant), Citterico, M. (Participant), Ecke, F. (Participant), El Wali, M. (Participant), Eronen, J. T. (Participant), Fuentenebro Alonso, P. (Participant), Gammal, J. (Participant), Green, S. (Participant), Haaranen, D. A. P. (Participant), Halder, M. (Participant), Heikinheimo, A. (Participant), Heinonen, S. (Participant), Heinonen, M. (Participant), Hohti, R. (Participant), Holopainen, M. (Participant), Hyytiäinen, K. (Participant), Hölttä, T. (Participant), Jenkins, J. (Participant), Jokiranta, J. (Participant), Junttila, S. (Participant), Kaartinen, T. (Participant), Karhu, K. (Participant), Kaukonen, M. (Participant), Kemppinen, J. (Participant), Kerminen, V.-M. (Participant), Kiljunen, S. (Participant), Kolari, P. (Participant), Korhonen, E. M. (Participant), Korpela, K. (Participant), Korsunova-Tsaruk, A. (Participant), Koskinen, M. (Participant), Lajunen, A. (Participant), Lampilahti, J. (Participant), Lehto, K.-M. (Participant), Lewandowska, A. (Participant), Lindholm, T. M. (Participant), Lindroos, M. (Participant), Lintunen, A. (Participant), Lyu, Y. (Participant), Mahood, A. L. (Participant), Mappes, J. (Participant), Mietola, R. (Participant), Mühleip, A. W. (Participant), Nordström, M. C. (Participant), Norkko, J. (Participant), Omija, J. A. (Participant), Paasonen, P. (Participant), Paavilainen, V. (Participant), Pietikäinen, J. (Participant), Pihlatie, M. (Participant), Poczai, P. (Participant), Porcar-Castell, A. (Participant), Poupart, T. A. (Participant), Pylkkö, T. (Participant), Raivonen, M. (Participant), Rasmus, L. S. (Participant), Rikkinen, J. (Participant), Ruohomäki, A. I. (Participant), Ryhti-Laine, K. (Participant), Räsänen, A. (Participant), Saari, T. L. A. (Participant), Sadeghibagherabadi, A. (Participant), Sandström, V. (Participant), Sikanen, T. (Participant), Siven, M. (Participant), Spisak, S. M. (Participant), Su, X. (Participant), Syrjä, P. (Participant), Taira, T. (Participant), Tani, S. (Participant), Tanskanen, T. T. (Participant), Tatti, N. (Participant), Thomas, D. N. (Participant), Tiira, T. (Participant), Toivonen, R. (Participant), Toppinen, A. (Participant), Tuominen, P. (Participant), Uimari, P. (Participant), Uusitalo, J. A. (Participant), Vainio, A. (Participant), Varjosalo, M. (Participant), Vartiainen, M. (Participant), Veikkolainen, T. (Participant), Williamson, A. (Participant) & Zaidan, M. A. (Participant)
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2023 → 31/12/2028
Project: Research Council of Finland: Strengthening university research profiles (PROFI)
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MULTIRISK: Digital technologies, risk management solutions and tools for mitigating forest disturbances (MULTIRISK)
Holopainen, M. (Project manager), Blomqvist, M. (Participant), Imangholiloo, M. (Participant), Junttila, S. (Participant), Jääskeläinen, J. M. (Participant), Lahtinen, V. P. (Participant), Lakaniemi, E. E. K. (Participant), Luoma, V. (Participant), Mäenpää, E. J. (Participant), Niemi, M. (Participant), Nowak, J. P. (Participant), O'Sullivan, H. J. (Participant), Pehkonen, M. E. I. (Participant), Pyörälä, J. (Participant), Roiha, J. E. K. (Participant), Saikkonen, O. A. (Participant), Suominen, O. M. E. (Participant), Virtanen, I. M. (Participant) & Yrttimaa, T. (Participant)
Suomen Akatemia Projektilaskutus
01/01/2023 → 31/12/2025
Project: Research Council of Finland: Targeted Academy Project
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
Activities
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Remote Sensing of Environment (Journal)
Junttila, S. (Reviewer)
20 Jan 2019 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Using multispectral terrestrial lidar for early detection of tree decline – from leaf water content to fine structural details
Junttila, S. (Speaker)
1 Oct 2019Activity: Talk or presentation types › Oral presentation
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Using multispectral terrestrial lidar for early detection of tree decline – from leaf water content to fine structural details
Junttila, S. (Speaker)
8 Oct 2019Activity: Talk or presentation types › Oral presentation
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ISPRS Journal of Photogrammetry and Remote Sensing (Journal)
Junttila, S. (Reviewer)
1 May 2018 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Leaf water content as a tree health indicator - Experiences from greenhouse and field
Junttila, S. (Speaker)
4 Oct 2018Activity: Talk or presentation types › Oral presentation
Press/Media
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Doctoral dissertation in Metsälehti news
03/06/2019
1 item of Media coverage
Press/Media: Press / Media