Exploration Information System

Digital, Industry & SpaceHORIZON-RIAID: 101057357
EC Contribution
€74,970
Consortium Size
18 orgs
Start Year
2022
Summary

Exploration Information System (EIS) proposal has been compiled by a consortium, which consists of 18 partners from leading researchinstitutes (4), academia (5), service providers (4) and industry (4). The consortium members come from six European Union member states (FI, FR, DE, ES, CZ, SE) and South Africa. One associate member of the consortium comes from Brazil. This consortium represents the main metal producing regions of Europe: Fennoscandian Shield, Iberian Pyrite Belt and Central European Belt. These economically most important metallogenic belts of the EU have diverse geology with evident potential for different types of new mineral resource. The mineral deposits in these belts are the most feasible sources of critical, high-tech and other economically important metals in the EU. Furthermore, the project has reference sites in South Africa and Brazil. The project consortium has also a vast international collaboration network, e.g. 50% of the Advisory Board members have been invited from outside EU.EIS will develop new data analysis methods by applying artificial intelligence, machine learning, deep learning into mineral prospectivity mapping together with new geomodels and mineral systems modelling. Methods developed reduce the current high exploration costs and improve the accuracy of the targeting of the early phase exploration. This makes mineral exploration responsible in terms of energy efficiency or minimizing footprint of mineral exploration on nature as the aim is to make most out of the already existing exploration data. Project will apply UNFC code to harmonize the diverse population of mineral deposits and occurrences which will be used as training sites and validation data sets in prospectivity mapping for critical raw materials within EU. In addition, tools will be tested for secondary raw materials prospectivity. Project will also raise awareness of general public on the importance of critical raw materials to the EU's economy and welfare.

Consortium (18)

Project Results (18)

Source: CORDIS, the EU research results database.

Publications (9)
Prospectivity Mapping of Targets for Li-Bearing Pegmatites and Granites in Västernorrland, Sweden, with Fuzzy Logic and Random Forest Modeling
Natural Resources Research· 2026DOI
Roshanak Vadoodi, Emmanuel John M. Carranza, Martiya Sadeghi
Data analysis methods for prospectivity modelling as applied to mineral exploration targeting: State-of-the-art and outlook
Journal of Geochemical Exploration· 2025DOI
Mahyar Yousefi, Emmanuel John M. Carranza, Oliver P. Kreuzer, Vesa Nykänen, Jon M.A. Hronsky, Mark J. Mihalasky
Exploration information systems – A proposal for the future use of GIS in mineral exploration targeting
Ore Geology Reviews· 2025DOI
Mahyar Yousefi, Oliver P. Kreuzer, Vesa Nykänen, Jon M.A. Hronsky
A synthesis of the REE-Fe-polymetallic mineral system of the REE-line, Bergslagen, Sweden: New mineralogical and textural-paragenetic constraints
Ore Geology Reviews· 2024DOI
Stefan S. Andersson, Erik Jonsson, Martiya Sadeghi
Derivation of Predictive Layers Using Regional Till Geochemistry Data for Mineral Potential Mapping of the REE Line of Bergslagen, Central Sweden
Minerals· 2024DOI
Patrick Casey, George Morris, Martiya Sadeghi
Ore Geology Reviews
Ore Geology Reviews· 2024DOI
Martiya Sadeghi, Patrick Casey, Emmanuel John M. Carranza, Edward P. Lynch
A preliminary approach to target generation for Bastnäs-type REE mineralisation in Bergslagen, Sweden
Open File Research Report· 2023
Sadeghi, M., Andersson, S.S., Jonsson, E.
EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland. Abstracts
GTK Open File Research Report 55/2023· 2023
Vesa Nykänen, Nick Cook and Juha Kaija (eds
Exploration Information System: Combining Mineral Systems Modelling with Mineral Prospectivity Modelling
Open File Research Report· 2023DOI
V. Nykänen, H. A. Munia, T. E. Bauer, A. Knobloch, B. Gourcerol, J. Kaija, J. and Cremesty
Deliverables (8)
Other Results (1)
Periodic Reporting for period 1 - EIS (Exploration Information System)