Projects per year
Personal profile
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):
Education/Academic qualification
Computer sciences, Master, Helsinki University of Technology, Department of Physics/Information Technology
1979 → 1989
Award Date: 6 Jun 1989
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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
Projects
- 2 Active
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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: Academy of Finland project
Research output
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Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery
Häme, T. (Corresponding Author), 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 Access -
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 Access6 Citations (Scopus) -
Deep neural networks with transfer learning for forest variable estimation using sentinel-2 imagery in boreal forest
Astola, H. (Corresponding Author), 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 AccessFile29 Citations (Scopus)232 Downloads (Pure) -
Combining Deep Learning Methods for Retrieval of Forest Biomass & Structure
Molinier, M. (Corresponding author), Astola, H. & Mõttus, M., 16 May 2019, ESA Living Planet Symposium 2019. Milano: European Space Agency (ESA)Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific