Projects per year
Personal profile
Education/Academic qualification
Computer sciences, Master, Helsinki University of Technology, Department of Physics/Information Technology
1979 → 1989
Award Date: 6 Jun 1989
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Heikki Astola is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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TerraDT: Digital Twin of Earth system for Cryosphere, Land surface and related interactions
Mõttus, M. (PI), Halme, E. (Participant), Sirro, L. (Participant) & Astola, H. (Participant)
1/01/25 → 31/12/28
Project: EU project
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ScaleAgData: Scaling agricultural sensor data for an improved monitoring of agri-environmental conditions
Astola, H. (Manager), Mõttus, M. (Participant), Sirro, L. (Participant), Kokka, A. (Participant) & Briede, E. (Participant)
1/01/23 → 31/12/26
Project: EU project
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ARTISDIG: Artificial Intelligence for Twinning the Diversity, Productivity and Spectral Signature of Forests
Mõttus, M. (PI), Astola, H. (Participant), Halme, E. (Participant) & Seitsonen, L. (Participant)
1/01/22 → 31/12/24
Project: Research Council of Finland
Research output
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Emulating a forest growth and productivity model with deep learning
Astola, H., Kangas, A., Minunno, F. & Mõttus, M., 2026, In: Silva Fennica. 60, 1, 25012.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery
Häme, T., Astola, H., Kilpi, J., Rauste, Y., Sirro, L., Mutanen, T., Parmes, E., Rasinmäki, J. & Imangholiloo, M., Jun 2023, In: Remote Sensing. 15, 12, 3029.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Passive real-time hyperspectral imager based on Fabry-Pérot interferometer filter technology
Kokka, A., Holmlund, C., Salonen, L., Ihalainen, O., Astola, H., Mõttus, M., Mannila, R., Ihatsu, T. & Stuns, I., 23 Oct 2023, Electro-Optical and Infrared Systems: Technology and Applications XX. Hickman, D. L., Bursing, H., Kamerman, G. W. & Steinvall, O. (eds.). International Society for Optics and Photonics SPIE, 8 p. 127370W. (Proceedings of SPIE, Vol. 12737).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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A methodology for implementing a digital twin of the earth’s forests to match the requirements of different user groups
Mõttus, M., Dees, M., Astola, H., Dałek, S., Halme, E., Häme, T., Krzyżanowska, M., Mäkelä, A., Marin, G., Minunno, F., Pawlowski, G., Penttilä, J. & Rasinmäki, J., 2021, In: GI_Forum. 9, 1, p. 130-136Research output: Contribution to journal › Article › Scientific › peer-review
Open Access10 Link opens in a new tab Citations (Scopus) -
Deep neural networks with transfer learning for forest variable estimation using sentinel-2 imagery in boreal forest
Astola, H., Seitsonen, L., Halme, E., Molinier, M. & Lönnqvist, A., 18 Jun 2021, In: Remote Sensing. 13, 12, 2392.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile58 Link opens in a new tab Citations (Scopus)435 Downloads (Pure)