Sustainable exploration for orthomagmatic (critical) raw materials in the EU: Charting the road to the green energy transition

Project Information

SEMACRET

Grant agreement ID: 101057741

DOI

10.3030/101057741

Project closed

EC signature date 20 May 2022

Start date 1 June 2022

End date 31 October 2025

Funded under

• Digital, Industry and Space

Total cost

€ 6 672 184,25

EU contribution

€ 6 672 182,50

Coordinated by

OULUN YLIOPISTO
Finland

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Websites, patent fillings, videos etc. (1)

Project video

A video to show the overview of the whole project facilitating the dissemination and communication.

Documents, reports (1)

Data Management Plan

The management plan of different types of data generated in this project including how the data will be managed including data set reference and name, data set description, standard and metadata, data sharing, archiving and preservation in the end of project.

Publications

Peer reviewed articles (17)

From the mantle source to the crustal sink: magmatic differentiation and sulfide saturation of the Paleoproterozoic komatiites of the Central Lapland Greenstone Belt, Finland

Author(s): Virtanen, Ville J.; Höytiä, Henri M. A.; Iacono-Marziano, Giada; Yang, Shenghong; Moilanen, Marko; Törmänen, Tuomo
Published in: Contributions to Mineralogy and Petrology, 2024, ISSN 1432-0967
Publisher: Springer Nature
DOI: 10.1007/S00410-024-02154-9

Petrogenesis of Ni-sulfide mineralisation in the ca. 3.0 Ga Maniitsoq intrusive belt, western Greenland

Author(s): Wolfgang D. Maier; D. D. Muir; S-. J. Barnes; K. Szilas
Published in: Mineralium Deposita, 2024, ISSN 1432-1866
Publisher: Springer Nature
DOI: 10.1007/S00126-024-01282-3

Rapid Bayesian Imaging of Large‐Scale Transient Electromagnetic Data Using Probabilistic Neural Networks

Author(s): Jian Chen; Stefano Galli; Alessandro Signora; Nicole Anna Lidia Sullivan; Bo Zhang; Gianluca Fiandaca
Published in: Journal of Geophysical Research: Machine Learning and Computation, 2025, ISSN 2993-5210
Publisher: AGU
DOI: 10.1029/2024JH000536

Lithos

Author(s): Guo, F.-F. (Fang-Fang); Maier, W. D. (Wolfgang D.); Heinonen, J. S. (Jussi S.); Hanski, E. (Eero); Vuollo, J. (Jouni); Barnes, S.-J. (Sarah-Jane); Lahaye, Y. (Yann); Huhma, H. (Hannu); Yang, S. (Shenghong)
Published in: Lithos, 2023, ISSN 0024-4937
Publisher: Elsevier BV
DOI: 10.1016/j.lithos.2023.107206

Source reservoir controls on the size, frequency, and composition of large-scale volcanic eruptions

Author(s): Booth, Catherine; Jackson, Matthew; Sparks, Stephen; Rust, Alison C.
Published in: Science Advances, 2024, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/SCIADV.ADD1595

A performance study of local outlier detection methods for mineral exploration with geochemical compositional data

Author(s): Puchhammer, Patricia; Kalubowila, Charmee; Braus, Lorena; Pospiech, Solveig; Sarala, Pertti; Filzmoser, Peter
Published in: Journal of Geochemical Exploration, 2024, ISSN 1879-1689
Publisher: Elsevier
DOI: 10.1016/J.GEXPLO.2024.107392

Sparse outlier-robust PCA for multi-source data

Author(s): Puchhammer, Patricia; Wilms, Ines; Filzmoser, Peter
Published in: Statistics and Computing, 2025, ISSN 1573-1375
Publisher: Springer Nature
DOI: 10.48550/ARXIV.2407.16299

Geochemistry of 2.45 Ga mafic dykes in northern Finland: Constraints on the petrogenesis and PGE prospectivity of coeval layered intrusions

Author(s): Guo, Fang-Fang; Maier, Wolfgang; Heinonen, Jussi; Hanski, Eero; Vuollo, Jouni; Barnes, Sarah-Jane; Lahaye, Yann; Huhma, Hannu; Yang, Shenghong
Published in: Lithos, 2023, ISSN 1872-6143
Publisher: Elsevier
DOI: 10.1016/J.LITHOS.2023.107206

Thermal and fluid evolution during contact metamorphism around the Kevitsa and Satovaara intrusions: implications for sulfur and metal mobilization in the host black schist

Author(s): V.J. Virtanen, H.R. Campos Rodríguez, S. Yang, G. Iacono-Marziano, T. Voipio, A. Canizarès, Y. Gourseaud, M. Versavel, T. Törmälehto
Published in: Lithos, Issue 532-533, 2026, ISSN 0024-4937
Publisher: Elsevier BV
DOI: 10.1016/J.LITHOS.2026.108511

Application of the stratigraphy-controlled geochemical data analysis in mineral prospective mapping in glaciated terrain

Author(s): C. Kalubowila, M. Raatikainen, P. Sarala
Published in: Applied Geochemistry, Issue 202, 2026, ISSN 0883-2927
Publisher: Elsevier BV
DOI: 10.1016/J.APGEOCHEM.2026.106784

Journal of Geochemical Exploration

Author(s): Puchhammer P, Kalubowila C, Braus L, Pospiech S, Sarala P, Filzmoser P
Published in: Journal Geochemical exploration, 2024, ISSN 0375-6742
Publisher: Elsevier BV
DOI: 10.1016/j.gexplo.2024.107392

Sedimentary and metamorphic processes priming black shale for magmatic assimilation of sulfur: an example from the Virginia Formation, Minnesota, United States

Author(s): Ville J. Virtanen; Jussi S. Heinonen; Lena Märki; Matthieu E. Galvez; Ferenc Molnár
Published in: Mineralium Deposita, 2024, ISSN 1432-1866
Publisher: Springer nature
DOI: 10.3929/ETHZ-B-000671447

Journal of Computational and Graphical Statistics

Author(s): Patricia Puchhammer; Peter Filzmoser
Published in: Journal of Computational and Graphical Statistics, 2023, ISSN 1061-8600
Publisher: Taylor and Francis
DOI: 10.48550/arxiv.2305.05371

Orogenic arc-related Ni-Cu-(PGE) mineralization of the Ransko massif, Czech Republic, and implications for the metallogeny of the European Variscan belt

Author(s): Lukáš Ackerman; Vojtěch Wertich; Jan Pašava; Martin Kubeš; Petr Rambousek; Jitka Míková; Jiří Sláma; Václav Santolík; Andreas Pack; Robert A. Creaser; Karel Malý; Tomáš Magna
Published in: Mineralium Deposita, 2025, ISSN 1432-1866
Publisher: Springer Nature
DOI: 10.1007/S00126-025-01353-Z

Exploring high-resolution targeting till geochemical data in central Lapland, Finland

Author(s): Kalubowila, Charmee; Sarala, Pertti; Pospiech, Solveig; Filzmoser, Peter
Published in: Bulletin of the Geological Society of Finland, 2025, ISSN 1799-4632
Publisher: Geological Society Finland
DOI: 10.34726/11379

Spatially Smoothed Robust Covariance Estimation for Local Outlier Detection

Author(s): Patricia Puchhammer, Peter Filzmoser
Published in: Journal of Computational and Graphical Statistics, Issue 33, 2024, ISSN 1061-8600
Publisher: Informa UK Limited
DOI: 10.1080/10618600.2023.2277875

Precambrian Research

Author(s): Smith, William; Jenkins, M. Christopher; Augustin, Claudia; Virtanen, Ville; Vukmanovic, Zoja; O’driscoll, Brian
Published in: Precambrian Research, 2024, ISSN 0301-9268
Publisher: Elsevier
DOI: 10.1016/J.PRECAMRES.2024.107615