GTK:n tutkijoiden ja asiantuntijoiden vertaisarvioidut julkaisut ja artikkelit 2021

Peer-reviewed publications and articles of GTK's authors 2021

GTKs forskares granskade publikationer och artiklar 2021




      A     Vertaisarvioidut tieteelliset artikkelit                                 

               Peer-reviewed scientific articles                                                                

               Granskade vetenskapliga artiklar


                  A1  Alkuperäisartikkeli tieteellisessä aikakauslehdessä
                         Original research article in a scientific journal
                         Originalartikel i vetenskaplig tidskrift



Aerden, D. G. A. M., Ruiz-Fuentes, A., Sayab, M. & Forde, A. (2021): Kinematics of subduction in the Ibero-Armorican arc constrained by 3D microstructural analysis of garnet and pseudomorphed lawsonite porphyroblasts from Île de Groix (Variscan belt). Solid Earth, 12(4), 971–992.

Afonin, N., Kozlovskaya, E., Heinonen, S., and Buske, S. (2021). Near-surface structure of the Sodankylä area in Finland, obtained by passive seismic interferometry. Solid Earth, 12(7), 1563–1579.

Ahokangas, E., Maries, G., Mäkinen, J., Pasanen, A., Malehmir, A., Heinonen, S., & Pajunen, M. (2021). Geophysical characterization of late-Quaternary glaciofluvial complex and glacial stratigraphy in the Satakunta sandstone area, Köyliö, southwest Finland. Quaternary Research, 100, 135-153.

Ahokangas, E., Ojala, A. E. K., Tuunainen, A., Valkama, M., Palmu, J., Kajuutti, K., & Mäkinen, J. (2021). The distribution of glacial meltwater routes and associated murtoo fields in Finland. Geomorphology, 389, 107854.

Avarmaa, K., Klemettinen, L., O’Brien, H. Jokilaakso, A., Lindberg, D. & Taskinen, P. (2021).  Solubility of Palladium in Alumina-Iron Silicate Melts. JOM.

Bukhari, S., Eyles, N., Sookhan, S., Mulligan, R., Paulen, R., Krabbendam, M. and Putkinen, N. (2021), Regional subglacial quarrying and abrasion below hard-bedded palaeo-ice streams crossing the Shield–Palaeozoic boundary of central Canada: the importance of substrate control. Boreas.
Chen, M., Avarmaa, K., Klemettinen, L.,O’Brien, H., Shi, J., Taskinen, P., Lindberg, D. & Jokilaakso, A. (2021). Precious Metal Distributions Between Copper Matte and Slag at High PSO2 in WEEE Reprocessing. Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science, 52, 871–882.

Dalhem K., Mattbäck S., Boman A., Österholm P. (2021).  A simplified distillation-based sulfur speciation method for sulfidic soil materials.Bulletin of the Geological Society of Finland, 93, 19–30.

Dańczak A., Ruismäki R., Rinne T., Klemettinen L., O’Brien H., Taskinen P., Jokilaakso A., & Serna-Guerrero R. (2021). Worth from Waste: Utilizing a Graphite-Rich Fraction from Spent Lithium-Ion Batteries as Alternative Reductant in Nickel Slag Cleaning. Minerals. 11(7):784.

Feng, K., Fan, H., Ulrich, T., Yang, K., Hu, F., & Liu, X. (2021). Contribution of Precambrian basements to the Mesozoic ore-fluid system: An illustration using the Majiayao gold deposit, Jiaodong, China. Ore Geology Reviews, 139, 104447.

Fitton, J. M., Addo, K. A., Jayson-Quashigah, P., Nagy, G. J., Gutiérrez, O., Panario, D., Carro, I., Seijo, L., Segura, C., Verocai, J. E., Luoma, S., Klein, J., Zhang, T., Birchall, J., & Stempel, P. (2021). Challenges to climate change adaptation in coastal small towns: Examples from Ghana, Uruguay, Finland, Denmark, and Alaska. Ocean & Coastal Management, 212, 105787.

Guntoro, P. I., Ghorbani, Y., Parian, M., Butcher, A. R., Kuva, J., & Rosenkranz, J. (2021). Development and experimental validation of a texture-based 3D liberation model. Minerals Engineering, 164, 106828.

Guzik, K., Galos, K., Kot-Niewiadomska, A., Eerola, T., Eilu, P., Carvalho, J., … Raaness, A. (2021). Potential Benefits and Constraints of Development of Critical Raw Materials’ Production in the EU: Analysis of Selected Case Studies. Resources, 10(7), 67.

Hagner, M., Uusitalo, M., Ruhanen, H., Heiskanen, J., Tiilikkala, K., Hyvönen, J., Sarala, P. & Mäkitalo, K. (2021). Amending mine tailing cover with compost and biochar: effects on vegetation establishment and metal bioaccumulation in the Finnish subarctic. Environmental Science and Pollution Research.

Hall, A.M., Putkinen, N., Hietala, S., Lindsberg, E. & Holma, M. (2021). Ultra-slow cratonic denudation in Finland since 1.5 Ga indicated by tiered unconformities and impact structures. Precambrian Research, 352, 106000.

Heinonen, J.S., Luttinen, A.V., Spera, F.J., Vuori, S. K. & Bohrson, W. A. (2021). Serial interaction of primitive magmas with felsic and mafic crust recorded by gabbroic dikes from the Antarctic extension of the Karoo large igneous province. Contributions to Mineralogy and Petrology, 176, 28.

Jooshaki, M., Nad, A. & Michaux, S. (2021). A Systematic Review on the Application of Machine Learning in Exploiting Mineralogical Data in Mining and Mineral Industry. Minerals, 11(8), 816.

Kara, J., Leskelä, T., Väisänen, M., Skyttä, P., Lahaye, Y., Tiainen, M., & Leväniemi, H. (2021).Early Svecofennian rift-related magmatism: Geochemistry, U-Pb-Hf zircon isotope data and tectonic setting of the Au-hosting Uunimäki gabbro, SW Finland. Precambrian Research, 364, 106364.

Karlsson, T., Alakangas, L., Kauppila, P. & Räisänen, M-L.  (2021). A Test of Two Methods for Waste Rock Drainage Quality Prediction: Aqua Regia Extraction and Single-addition Net-acid Generation Test Leachate Analysis. Mine Water and the Environment.

Karlsson, T., Räisänen, M.L., Myöhänen, T., Alakangas, L., Lehtonen, M. & Kauppila, P. (2021). Hydrogen Peroxide Ammonium Citrate Extraction: Mineral Decomposition and Preliminary Waste Rock Characterization. Minerals, 11, 706.

Karpin, V., Heinsalu, A., & Virtasalo, J. J. (2021). Late Pleistocene iceberg scouring in the north-eastern Baltic Sea, west of Estonia. Marine Geology, 438, 106537.

Keskinen, J., Looms, M.C., Klotzsche, A., & Nielsen, L. (2021). Practical data acquisition strategy for time-lapse experiments using crosshole GPR and full-waveform inversion. Journal of Applied Geophysics, 191, 104362.

Kiss, G. B., Bendő Z., Garuti G., Zaccarini F., Király E. & Molnár F. (2021). Reconstruction of Hydrothermal Processes in the Cyprus Type Fe-Cu-Zn Deposits of the Italian Northern Apennines: Results of Combined Fluid Inclusion Microthermometry, SEM-CL Imaging and Trace Element Analyses by LA-ICP-MS. Minerals. 11(2):165.

Kotilainen, A. T., Kotilainen, M. M., Vartti, V-P, Hutri, K-L., & Virtasalo, J. J. (2021).Chernobyl still with us: 137Caesium activity contents in seabed sediments from the Gulf of Bothnia, northern Baltic Sea . Marine Pollution Bulletin, 172, 112924.

Kurjanski, B., Rea, B.R., Spagnolo, M., Cornwell, D.G., Howell, J., Comte, J.-C., Gonzalez Quiros, A., Palmu, J.-P., Oien, R.P. and Gibbard, P.L. (2021), Cool deltas: Sedimentological, geomorphological and geophysical characterization of ice-contact deltas and implications for their reservoir properties (Salpausselkä, Finland). Sedimentology.

Laine, A. M., Korrensalo, A., Kokkonen, N. A. and Tuittila, E.-S. (2021). Impact of long-term water level draw-down on functional plant trait composition of northern peatlands. Functional Ecology.

Laine, A. M., Lindholm, T., Nilsson, M., Kutznetsov, O., Jassey, V. E. J., & Tuittila, E. (2021). Functional diversity and trait composition of vascular plant and Sphagnum moss communities during peatland succession across land uplift regions. Journal of Ecology, 109, 1774-1789.

Liu, Z.R., Zhou, M., Chen, W.T., Williams-Jones, A.E., Li, X., Yin, R., O'Brien, H., and Lahaye, Y. (2021). Mercury and sulfur isotopic evidence for the linkages between the ca. 510 Ma Kalkarindji large igneous province and trilobite crisis. Earth and Planetary Science Letters, 566, 116947.

Luoma, S., Majaniemi, J., Pullinen, A., Mursu, J., & Virtasalo, J. J. (2021). Geological and groundwater flow model of a submarine groundwater discharge site at Hanko (Finland), northern Baltic Sea. Hydrogeology Journal, 29(3), 1279–1297.

Maier, W. D., Barnes, S.-J., Muir, D., Savard, D., Lahaye, Y., & Smith, W. D. (2021). Formation of Bushveld anorthosite by reactive porous flow. Contributions to Mineralogy and Petrology, 176(1), 3.

Mattbäck, S., Boman, A., Sandfält, A., & Österholm, P. (2021). Leaching of acid generating materials and elements from coarse- and fine-grained acid sulfate soil materials. Journal of Geochemical Exploration, 106880.

Mikšová, D., Rieser, C., Filzmoser, Middleton, M. & Sutinen, R. (2021). Identification of Mineralization in Geochemistry for Grid Sampling Using Generalized Additive Models. Mathematical Geosciences.

Mitchell, P. J., Spence, M. A., Aldridge, J., Kotilainen, A. T., & Diesing, M. (2021). Sedimentation rates in the Baltic Sea: A machine learning approach. Continental Shelf Research, 214, 104325.

Molnár, Z., Kiss, G.B., Molnár, F., Váczi, T., Czuppon, G., Dunkl, I., Zaccarini, F. &  Dódony, I. (2021).Epigenetic-Hydrothermal Fluorite Veins in a Phosphorite Deposit from Balaton Highland (Pannonian Basin, Hungary): Signatures of a Regional Fluid Flow System in an Alpine Triassic Platform. Minerals, 11, 640.

Moreras-Marti, A., Fox-Powell, M., Zerkle, A. L., Stueeken, E., Gazquez, F., Brand, H. E. A., Galloway, T., Purkamo, L. & Cousins, C. R. (2021) Volcanic controls on the microbial habitability of Mars-analogue hydrothermal environments. Geobiology. 1– 21.

Muniruzzaman, M., Karlsson, T., Ahmadi, N., Kauppila, P. M., Kauppila, T., & Rolle, M. (2021). Weathering of unsaturated waste rocks from Kevitsa and Hitura mines: Pilot-scale lysimeter experiments and reactive transport modeling. Applied Geochemistry, 130, 104984.

Mykrä, H., Kuoppala, M., Nykänen, V., Tolonen, K., Turunen, J., Vilmi, A., & Karjalainen, S. M. (2021). Assessing mining impacts: The influence of background geochemical conditions on diatom and macroinvertebrate communities in subarctic streams. Journal of Environmental Management, 278, 111532.

Négrel, P., Ladenberger, A., Reimann, C., Birke, M., Demetriades, A., Sadeghi, M., Albanese, S., Andersson, M., Baritz, R., Batista, M. J., Bel-lan, A., Cicchella, D., De Vivo, B., De Vos, W., Dinelli, E., Ďuriš, M., Dusza-Dobek, A., Eklund, M., Ernstsen, V., . . ., Tarvainen, T., ... Zomeni, Z. (2021). GEMAS: Geochemical distribution of Mg in agricultural soil of Europe. Journal of Geochemical Exploration, 221, 106706.

Ojala, A.E.K., Mäkinen, J., Ahokangas, E., Kajuutti, K., Valkama, M., Tuunainen, A. and Palmu, J.-P. (2021). Diversity of murtoos and murtoo-related subglacial landforms in the Finnish area of the Fennoscandian Ice Sheet. Boreas.

Ojala, A. E. K., Virtasalo, J. J., Lindsberg, E., & Markovaara-Koivisto, M. (2021). Basin-Scale 3D Sedimentary Modelling: An Approach to Subdivide Baltic Sea Onshore Sediments for Land use and Construction. Geotechnical and Geological Engineering.

Pulkkinen, J.T., Ronkanen, A., Pasanen, A., Kiani, S., Kiuru, T., Koskela, J., Lindholm-Lehto, P., Lindroos, A., Muniruzzaman, M., Solismaa, L., Klöve, B., and Vielma, J. (2021). Start-up of a “zero-discharge” recirculating aquaculture system using woodchip denitrification, constructed wetland, and sand infiltration. Aquacultural Engineering, 93, 102161.

Rantala, M.V., Meyer-Jacob, C., Kivilä, E.H., Luoto, T. P., Ojala, A. E. K., Smol, J. P. & Nevalainen L. (2021). Traces of sunlight in the organic matter biogeochemistry of two shallow subarctic lakes. Biogeochemistry.

Rosentau, A., Klemann, V., Bennike, O., Steffen, H., Wehr, J., Latinović, M., Bagge, M., Ojala, A., Berglund, M., Becher, G. P., Schoning, K., Hansson, A., Nielsen, L., Clemmensen, L. B., Hede, M. U., Kroon, A., Pejrup, M., Sander, L., Stattegger, K., . . . Subetto, D. (2021). A Holocene relative sea-level database for the Baltic Sea. Quaternary Science Reviews, 266, 107071.

Salin, E., Sundblad, K., & Lahaye, Y. (2021). A 1.85 Ga volcanic arc offshore the proto-continent Fennoscandia in southern Sweden. Precambrian Research, 356, 106134.

Saresma M., Kosonen E., Ojala A.E.K., Kaskela A. & Korkiala-Tanttu L. (2021). Characterization of sedimentary depositional environments for land use and urban planning in Espoo, Finland. Bulletin of the Geological Society of Finland, 93, 31–51.

Sayab, M., Lahtinen, R., Köykkä, J., Hölttä, P., Karinen, T., Niiranen, T., & Leväniemi, H. (2021). Improved resolution of Paleoproterozoic orogenesis: Multi-directional collision tectonics in the Sodankylä belt of northern Finland. Precambrian Research, 359, 106193.

Skyttä, P., Ovaskainen, N., Nordbäck, N., Engström, J., & Mattila, J. (2021). Fault-induced mechanical anisotropy and its effects on fracture patterns in crystalline rocks. Journal of Structural Geology, 146, 104304.

Sutinen, R., & Middleton, M. (2021).Porttipahta end moraine in Finnish Lapland is constrained to early Weichselian (MIS 5d, Herning stadial). Geomorphology, 107942.

Sutinen, R., Sutinen, A., & Middleton, M. (2021). Subglacial squeeze-up moraines adjacent to the Vaalajärvi-Ristonmännikkö glacially-induced fault system, Finnish Lapland. Geomorphology, 384, 107716.

Tamm, K., Arab Zadeh, Z., Kuusik, R., Kallas, J., Yang, J., Tõnsuaadu, K, & Trikkel, A. (2021). Effect of Flotation Time and Collector Dosage on Estonian Phosphorite Beneficiation. Minerals, 11(2), 114.

Thapa, R., Rahmani, A., Turhanen, P., Taskinen, A., Nissinen, T., Neitola, R., Vepsäläinen, J., Lehto, V. & Riikonen, J. (2021). Recovery of uranium with bisphosphonate modified mesoporous silicon. Separation and Purification Technology, 272, 118913.

Valkama, M., Sundblad, K., & Korkka-Niemi, K. (2021). Metal anomalies in till in the Sarvlaxviken area, Lovisa, southern Finland. Geochemistry, 125788.

Vasilopoulos, M., Molnár, F., O’Brien, H., Lahaye, Y., Lefèbvre, M., Richard, A., … Talikka, M. (2021). Geochemical signatures of mineralizing events in the Juomasuo Au–Co deposit, Kuusamo belt, northeastern Finland. Mineralium Deposita.

Wan, X., Kleemola, L., Klemettinen, L. O’Brien, H., Taskinen, P. & Jokilaakso, A. (2021). On the Kinetic Behavior of Recycling Precious Metals (Au, Ag, Pt, and Pd) Through Copper Smelting Process. Journal of Sustainable Metallurgy.

Yang, X., Tamm, K., Piir, I., Kuusik, R., Trikkel, A., & Tõnsuaadu, K. (2021). Evaluation of Estonian phosphate rock by flotation. Minerals Engineering, 171, 107127.

Yousefi, M., Carranza, E. J. M., Kreuzer, O. P., Nykänen, V., Hronsky, J. M. A., & Mihalasky, M. J. (2021). Data analysis methods for prospectivity modelling as applied to mineral exploration targeting: State-of-the-art and outlook. Journal of Geochemical Exploration, 229, 106839.

Zhang, H., Tuittila, E.-S., Korrensalo, A., Laine, A. M., Uljas, S., Welti, N., Kerttula, J., Maljanen, M., Elliott, D., Vesala, T., & Lohila, A. (2021). Methane production and oxidation potentials along a fen-bog gradient from southern boreal to subarctic peatlands in Finland. Global Change Biology,  1– 16.




                  A2  Katsausartikkeli tieteellisessä aikakauslehdessä
                        Översiktsartikel i en vetenskaplig tidskrift
                        Review article, Literature review, Systematic review



Avarmaa, K., Taskinen, P., Klemettinen, L., O’Brien, H., & Lindberg, D. (2021). Ni-Fe-Co alloy – magnesia-iron-silicate slag equilibria and the behavior of minor elements Cu and P in nickel slag cleaning. Journal of Materials Research and Technology.





                   A3  Luku tai artikkeli tieteellisessä kirjassa  
                         Chapter or article in a scientific book   
                         Kapitel eller artikel i vetenskaplig bok



Ahtonen, N., Kohonen, J., Luukas, J., Ojala, A. E. K., Palmu, J.-P. & Vuollo, J. (2021). GTK Map Data Architecture: the core of the developing National Geological Framework of Finland. In: Geological Survey of Finland, Bulletin, 412, 7-32.

Kohonen, J., Lahtinen, R., Luukas, J. & Nironen, M. 2021. Classification of regional-scale tectonic map units in Finland. In: Geological Survey of Finland, Bulletin 412, 33–80.

Luukas, J. & Kohonen, J. 2021. Major thrusts and thrust-bounded geological units in Finland: a tectonostratigraphic approach. In: Geological Survey of Finland, Bulletin 412, 81-114.

Palmu, J.-P., Ojala, A. E. K., Virtasalo, J., Putkinen, N., Kohonen, J. & Sarala, P. 2021. Classification system of Superficial (Quaternary) Geological Units in Finland. In: Geological Survey of Finland, Bulletin 412, 115-169.




                    A4  Artikkeli konferenssijulkaisussa
                          Article in  conference proceedings
                          Artikel i konferenspublikation


Ahonen, L., Hietava, J., Korhonen, K., Martinkauppi, A., & Piipponen, K. (2021). Underground heat mine – potential for large scale production and storage of thermal energy. In: IOP Conference Series: Earth and Environmental Science, 703(1), 012034 (17th World Conference ACUUS 2020 February 3-4 2021, (Helsinki, Finland) Virtual Conference).

Mansikkamäki, J., Hyvönen, A., Putkinen, N. & Kallio, H. (2021). Dualism of geology and geotechnical engineering: two parallel approaches to define lake water infiltration into an interlobate esker. In: IOP Conference Series: Earth and Environmental Science, 710, 012044, (18th Nordic Geotechnical Meeting 18-19 January 2021, Helsinki, Finland).






    C   Tieteelliset kirjat

          Scientific books

          Vetenskapliga böcker



                     C2   Toimitettu kirja, kokoomateos, konferenssijulkaisu tai lehden erikoisnumero 
                             Redigerad bok, samlingsverk, konferenspublikation eller specialnummer
                             Edited book, conference proceedings or special issue of a journal



Kohonen, J. & Tarvainen, T. (2021). Developments in map data management and geological unit nomenclature in Finland. Geological Survey of Finland, Bulletin, 412. ISBN: 978-952-217-410-9.




Päivitetty, updated, uppdaterad 17.09.2021

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