Projects per year
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Collaborations and top research areas from the last five years
Profiles
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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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GoldenRAM: EO Platform Supporting Critical Raw Materials Industry in Europe
Savolainen, M. (Manager), Paavola, M. (Manager), Molinier, M. (CoI), Antropov, O. (Participant), Siikanen, S. (Participant) & Havisto, J. (Participant)
1/01/24 → 31/12/26
Project: EU project
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CISAT: Situational Assessment Tool
Federley, M. (Manager), Arnold, M. (Participant), Mõttus, M. (Participant), Ihalainen, O. (Participant), Palviainen, M. (Participant), Peltonen, E. (Participant), Korhonen, H. (Participant) & Pussinen, P. (Participant)
1/11/23 → 30/04/26
Project: Business Finland project
Research output
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Self-supervised representation learning for cloud detection using Sentinel-2 images
Gbodjo, Y. J. E., Hughes, L. H., Molinier, M., Tuia, D. & Li, J., 1 Mar 2026, In: Remote Sensing of Environment. 334, 115205.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
An in situ approach for validation of canopy chlorophyll fluorescence radiative transfer models using the full emission spectrum
Liu, W., Mõttus, M., Malenovský, Z., Shi, S., Alonso, L., Atherton, J. & Porcar-Castell, A., 1 Jan 2025, In: Remote Sensing of Environment. 316, 114490.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access6 Citations (Scopus) -
CloudRuler: Rule-based transformer for cloud removal in Landsat images
Li, J., Wang, Y., Sheng, Q., Wu, Z., Wang, B., Ling, X., Liu, X., Du, Y., Gao, F., Camps-Valls, G. & Molinier, M., 1 Oct 2025, In: Remote Sensing of Environment. 328, 114913.Research output: Contribution to journal › Article › Scientific › peer-review
4 Citations (Scopus)