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Chudasama, Bijal; Torppa, Johanna; Nykänen, Vesa; Kinnunen, Janne (2022) Target-scale prospectivity modeling for gold mineralization within the Rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 2: Application of self-organizing maps and artificial neural networks for exploration targeting. Ore Geology Reviews, 147. doi:10.1016/j.oregeorev.2022.104936

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Reference TypeJournal (article/letter/editorial)
TitleTarget-scale prospectivity modeling for gold mineralization within the Rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 2: Application of self-organizing maps and artificial neural networks for exploration targeting
JournalOre Geology Reviews
AuthorsChudasama, BijalAuthor
Torppa, JohannaAuthor
Nykänen, VesaAuthor
Kinnunen, JanneAuthor
Year2022 (August)Volume147
PublisherElsevier BV
DOIdoi:10.1016/j.oregeorev.2022.104936Search in ResearchGate
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Mindat Ref. ID15204500Long-form Identifiermindat:1:5:15204500:7
GUID0
Full ReferenceChudasama, Bijal; Torppa, Johanna; Nykänen, Vesa; Kinnunen, Janne (2022) Target-scale prospectivity modeling for gold mineralization within the Rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 2: Application of self-organizing maps and artificial neural networks for exploration targeting. Ore Geology Reviews, 147. doi:10.1016/j.oregeorev.2022.104936
Plain TextChudasama, Bijal; Torppa, Johanna; Nykänen, Vesa; Kinnunen, Janne (2022) Target-scale prospectivity modeling for gold mineralization within the Rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 2: Application of self-organizing maps and artificial neural networks for exploration targeting. Ore Geology Reviews, 147. doi:10.1016/j.oregeorev.2022.104936
In(2022) Ore Geology Reviews Vol. 147. Elsevier BV

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Chudasama, Bijal; Torppa, Johanna; Nykänen, Vesa; Kinnunen, Janne; Lerssi, Jouni; Salmirinne, Heikki (2022) Target-scale prospectivity modeling for gold mineralization within the Rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 1: Application of knowledge-driven- and machine learning-based-hybrid- expert systems for exploration targeting and addressing model-based uncertainties. Ore Geology Reviews, 147. doi:10.1016/j.oregeorev.2022.104937
Chudasama, B., Torppa, J., Nykänen, V., Kinnunen, J., Lerssi, J., & Salmirinne, H. (2022). Target-scale prospectivity modeling for gold mineralization within the rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 2: application of knowledge-driven-and machine learning-based-hybrid-expert systems for exploration targeting and addressing model-based uncertainties. Ore Geology Reviews, 104937.
Chudasama, B., Torppa, J., Nykänen, V., Kinnunen, J., Lerssi, J., & Salmirinne, H. (2022). Target-scale prospectivity modeling for gold mineralization within the rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 2: application of knowledge-driven-and machine learning-based-hybrid-expert systems for exploration targeting and addressing model-based uncertainties. Ore Geology Reviews, 104936.
Chudasama, B., Torppa, J., Nykänen, V., Kinnunen, J., Lerssi, J., & Salmirinne, H. (2022). Target-scale prospectivity modeling for gold mineralization within the rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 1: application of knowledge-driven-and machine learning-based-hybrid-expert systems for exploration targeting and addressing model-based uncertainties. Ore Geology Reviews, 104936.
Chudasama, B., Torppa, J., Nykänen, V., Kinnunen, J., Lerssi, J., & Salmirinne, H. (2022). Target-scale prospectivity modeling for gold mineralization within the rajapalot Au-Co project area in northern Fennoscandian Shield, Finland. Part 1: application of knowledge-driven-and machine learning-based-hybrid-expert systems for exploration targeting and addressing model-based uncertainties. Ore Geology Reviews, 104937.
Torppa, Johanna; Nykänen, Vesa; Molnár, Ferenc (2019) Unsupervised clustering and empirical fuzzy memberships for mineral prospectivity modelling. Ore Geology Reviews, 107. doi:10.1016/j.oregeorev.2019.02.007
Niiranen, Tero; Nykänen, Vesa; Lahti, Ilkka (2019) Scalability of the mineral prospectivity modelling – An orogenic gold case study from northern Finland. Ore Geology Reviews, 109. doi:10.1016/j.oregeorev.2019.04.002
Khammar, Fereshteh; Nykänen, Vesa; Beier, Christoph; Niiranen, Tero (2024) Translating mineral systems criteria into a prospectivity model for IOCG deposits in the Kolari region, Finland. Ore Geology Reviews, 174. doi:10.1016/j.oregeorev.2024.106326
Nykänen, Vesa; Lahti, Ilkka; Niiranen, Tero; Korhonen, Kimmo (2015) Receiver operating characteristics (ROC) as validation tool for prospectivity models — A magmatic Ni–Cu case study from the Central Lapland Greenstone Belt, Northern Finland. Ore Geology Reviews, 71. doi:10.1016/j.oregeorev.2014.09.007
Yousefi, Mahyar; Kreuzer, Oliver P.; Nykänen, Vesa; Hronsky, Jon M.A. (2019) Exploration information systems – A proposal for the future use of GIS in mineral exploration targeting. Ore Geology Reviews, 111. doi:10.1016/j.oregeorev.2019.103005
Nykänen, Vesa (2008) Radial Basis Functional Link Nets Used as a Prospectivity Mapping Tool for Orogenic Gold Deposits Within the Central Lapland Greenstone Belt, Northern Fennoscandian Shield. Natural Resources Research, 17 (1) 29-48 doi:10.1007/s11053-008-9062-0
 
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