Personal profile
External positions
Visiting Researcher, Boston University
23 Aug 2014 → 30 Jun 2015
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 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 15 Life on Land -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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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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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
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HEDIMED: Human Exposomic Determinants of Immune Mediated Diseases
Pajula, J. (Manager), Pärkkä, J. (Manager), Saviranta, P. (Participant), Rökman, J. (Participant), Ylén, P. (PI), Nevanen, T. (PI), Molinier, M. (Participant), Parmes, E. (Participant), Cluitmans, L. (Participant), Barannik, E. (Participant), Ennejmy, M. (Participant), Ylikerälä, M. (Participant), Liedes, H. (Participant), Ranta, J. (Participant), Suksi, J. (Participant), Mäkinen, J. (Participant) & Pajula, J. (Participant)
1/01/20 → 30/06/25
Project: EU project
Research output
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Optical Satellite Image Time Series Analysis for Environment Applications: From Classical Methods to Deep Learning and Beyond
Molinier, M., Miettinen, J., Ienco, D., Qiu, S. & Zhu, Z., 3 Dec 2021, Change Detection and Image Time Series Analysis 2: Supervised Methods. Wiley-VCH Verlag, p. 109-154 46 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific
9 Link opens in a new tab Citations (Scopus) -
Thin cloud removal in optical remote sensing images based on generative adversarial networks and physical model of cloud distortion
Li, J., Wu, Z., Hu, Z., Zhang, J., Li, M., Mo, L. & Molinier, M., Aug 2020, In: ISPRS Journal of Photogrammetry and Remote Sensing. 166, p. 373-389Research output: Contribution to journal › Article › Scientific › peer-review
153 Link opens in a new tab Citations (Scopus) -
Comparison of Sentinel-2 and Landsat 8 imagery for forest variable prediction in boreal region
Astola, H., Häme, T., Sirro, L., Molinier, M. & Kilpi, J., 15 Mar 2019, In: Remote Sensing of Environment. 223, p. 257-273Research output: Contribution to journal › Article › Scientific › peer-review
Open Access233 Link opens in a new tab Citations (Scopus) -
Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification
Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74–85Research output: Contribution to journal › Article › Scientific › peer-review
263 Link opens in a new tab Citations (Scopus) -
Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping
Molinier, M., López-Sánchez, C. A., Toivanen, T., Korpela, I., Corral-Rivas, J. J., Tergujeff, R. & Häme, T., 2016, In: Remote Sensing. 8, 10, 23 p., 869.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access45 Link opens in a new tab Citations (Scopus)
Prizes
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Publons Peer Review Awards 2019 - Top 1% Reviewers for Geosciences
Molinier, M. (Recipient), 2019
Prize: Honorary award for a career
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Publons Peer Review Awards 2018 - Top 1% Reviewers for Geosciences
Molinier, M. (Recipient), Sept 2018
Prize: Honorary award for a career
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Publons Peer Review Awards 2018 - Top 10 reviewer for journal 'MDPI Remote Sensing
Molinier, M. (Recipient), Sept 2018
Prize: Honorary award for a career
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MDPI Remote Sensing 2018 Outstanding Awards
Molinier, M. (Recipient), Dec 2018
Prize: Honorary award for a career
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Publons Peer Review Awards 2017
Molinier, M. (Recipient), Sept 2017
Prize: Honorary award for a career