Research output per year
Research output per year
Personal profile
Fields of Science
- 4112 Forestry
Supervisor for doctoral programme
- Doctoral programme in multidisciplinary research in renewable natural resources
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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Segmentation of living and dead tree crowns using terrestrial laser scanning and deep learning
Pehkonen, M., Vastaranta, M., Hyyppä, J. & Pyörälä, J., May 2026, In: Ecological Informatics. 95, 12 p., 103750.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
The effect of continuous-cover forest management on Norway spruce stem taper revealed by terrestrial laser scanning
Saikkonen, O. A., Luoma, V. V., Valkonen, S., Hyyppä, J., Holopainen, M. E. & Pyörälä, J. K., Jul 2026, In: Trees, forests and people. 26, 15 p., 101350.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 -
Remote Sensing of Forests from LiDAR and Radar
Hyyppä, J., Yu, X., Karjalainen, M., Liang, X., Jaakkola, A., Wulder, M., Hollaus, M., White, J., Vastaranta, M., Pyörälä, J., Yrttimaa, T., Saarinen, N., Taher, J., Virtanen, J.-P., Matikainen, L., Wang, Y., Puttonen, E., Campos, M. B., Hyyppä, M. & Karila, K. & 8 others, , 2024, Remote Sensing Handbook, Volume IV. Thenkabail, P. (ed.). 2 ed. CRC press, Vol. 4. 49 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional
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Tree height and stem growth dynamics in a Scots pine dominated boreal forest
Yrttimaa, T., Junttila, S., Luoma, V., Pyörälä, J., Puttonen, E., Campos, M., Hölttä, T. & Vastaranta, M., Mar 2024, In: Trees, forests and people. 15, 15 p., 100468.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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Tracing4Wo: Enhanced Wood Tracing Systems for Sustainable Forestry and Improved Wood Utilization
Pyörälä, J. (Project manager), Chand, R. (Participant), Eriksson, G. R. (Participant) & Häme, A. R. (Participant)
Suomen Akatemia Projektilaskutus
01/01/2026 → 31/12/2029
Project: Research Council of Finland: Targeted Academy Project
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Advanced Laser Scanning for Enhanced Wood Quality Mapping and Value Chain Optimization (Forest2Factory)
Holopainen, M. (Project manager), Chand, R. (Participant), Mäenpää, E. J. (Participant), Nowak, J. P. (Participant), Pehkonen, M. E. I. (Participant), Pyörälä, J. (Participant), Saikkonen, O. A. (Participant) & Yrttimaa, T. (Participant)
Suomen Akatemia Talous/Paula Pesola
01/01/2025 → 31/12/2026
Project: Research Council of Finland: Targeted Academy Project
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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. (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
Datasets
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Point cloud data from terrestrial laser scanning for stem volume modelling of Scots pine trees
Saarinen, N. (Creator), Kankare, V. (Contributor), Pyörälä, J. (Data Collector), Yrttimaa, T. (Contributor), Liang, X. (Contributor), Wulder, M. A. (Contributor), Holopainen, M. (Funder), Hyyppä, J. (Owner) & Vastaranta, M. (Contributor), Zenodo, 17 Mar 2020
Dataset
Activities
- 1 Oral presentation
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Automatic branch measurement using Terrestrial Laser Scanning
Pyörälä, J. (Speaker)
15 Sept 2016Activity: Talk or presentation types › Oral presentation