Personal profile
Education/Academic qualification
Computer sciences, Licentiate, Customisation of Information Extraction Systems, Helsinki University of Technology
Award Date: 22 Nov 2006
Computer sciences, Master, Helsinki University of Technology
Award Date: 31 May 1999
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):
-
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 15 Life on Land
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
MultiMiner: Multi-source and multi-scale earth observation and novel machine learning methods for mineral exploration and mine site monitoring
Molinier, M. (Manager), Antropov, O. (Participant), Mõttus, M. (Participant) & Seitsonen, L. (Participant)
1/01/23 → 30/06/26
Project: EU project
-
PathFinder: Towards an Integrated Consistent European LULUCF Monitoring and Policy Pathway Assessment Framework.
Miettinen, J. (Manager), Sirro, L. (Participant), Seitsonen, L. (Participant) & Tergujeff, R. (Participant)
1/09/22 → 31/08/26
Project: EU project
-
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
-
Pan-European forest maps produced with a combination of earth observation data and national forest inventory plots
Miettinen, J., Breidenbach, J., Adame, P., Adolt, R., Alberdi, I., Antropov, O., Arnarsson, Ó., Astrup, R., Berger, A., Bogason, J., Chirici, G., Corona, P., D'Amico, G., Fejfar, J., Fischer, C., Gohon, F., Gschwantner, T., Hertzler, J., Koma, Z. & Korhonen, K. T. & 22 others, , Jun 2025, In: Data in Brief. 60, 111613.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
Continuous Ground Moisture Monitoring at Limestone Quarry Using Multi-Sensor SAR Images and in Situ IoT Sensors
Antropov, O., Molinier, M., Seitsonen, L., Hamedianfar, A., Middleton, M., Laakso, K., Sutinen, H. & Liwata-Kenttala, P., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. IEEE Institute of Electrical and Electronic Engineers, p. 3392-3395 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
-
Forest Flux: Final Report
Häme, T., Sirro, L., Seitsonen, L., Rauste, Y., Mõttus, M., Miettinen, J., Dees, M., Davis, L., Rossi, F., Penttilä, J., Auvinen, M., Rasinmäki, J., Mäkelä, A., Minunno, F., Tian, X., Marin, G., Dumitru, M., Tomé, M. & Barreiro, S., 2022, VTT Technical Research Centre of Finland. 48 p. (VTT Technology; No. 403).Research output: Book/Report › Report
Open Access -
Intercomparison of Earth Observation Data and Methods for Forest Mapping in the Context of Forest Carbon Monitoring
Antropov, O., Miettinen, J., Hame, T., Yrjo, R., Seitsonen, L., McRoberts, R. E., Santoro, M., Cartus, O., Duran, N. M., Herold, M., Pardini, M., Papathanassiou, K. & Hajnsek, I., 28 Sept 2022, IGARSS 2022: 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE Institute of Electrical and Electronic Engineers, p. 5777-5780 (IEEE International Geoscience and Remote Sensing Symposium Proceedings, Vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
3 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 AccessFile56 Link opens in a new tab Citations (Scopus)402 Downloads (Pure)