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Sustainable Exploration of Critical Raw Materials

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Category: Manuscripts

Sparse Outlier-Robust PCA for Multi-Source Data

Patricia Puchhammer, Ines Wilms, Peter Filzmoser

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

Jian Chen, Stefano Galli, Alessandro Signora, Nicole Anna Lidia Sullivan, Bo Zhang, Gianluca Fiandaca

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

Kalubowila, C., Sarala, P., Pospiech, S., Filzmoser, P.

Layered intrusions in the Precambrian: Observations and perspectives

William D. Smith, M. Christopher Jenkins, Claudia T. Augustin, Ville J. Virtanen, Zoja Vukmanovic, Brian O’Driscoll

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

Ville J. Virtanen, Jussi S. Heinonen, Lena Märki, Matthieu E. Galvez, Ferenc Molnár

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

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

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

Catherine Booth,, Matthew D. Jackson, R. Stephen J. Sparks, Alison C. Rust.

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

Ville J Virtanen, Henri MA Höytiä, Giada Iacono-Marziano, Shenghong Yang, Marko Moilanen, Tuomo Törmänen

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

Patricia Puchhammer, Charmee Kalubowila, Lorena Braus, Solveig Pospiech, Pertti Sarala, Peter Filzmoser

Spatially smoothed robust covariance estimation for local outlier detection

Patricia Puchhammer, Peter Filzmoser

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