Vote for your favorite mineral in #MinCup25! - Pectolite vs. Haüyne
It's a pair of striking blue beauties as #pectolite the uncrushable faces off against #hauyne, the phoenix from volcanic ashes!
Log InRegister
Quick Links : The Mindat ManualThe Rock H. Currier Digital LibraryMindat Newsletter [Free Download]
Home PageAbout MindatThe Mindat ManualHistory of MindatCopyright StatusWho We AreContact UsAdvertise on Mindat
Donate to MindatCorporate SponsorshipSponsor a PageSponsored PagesMindat AdvertisersAdvertise on Mindat
Learning CenterWhat is a mineral?The most common minerals on earthInformation for EducatorsMindat ArticlesThe ElementsThe Rock H. Currier Digital LibraryGeologic Time
Minerals by PropertiesMinerals by ChemistryAdvanced Locality SearchRandom MineralRandom LocalitySearch by minIDLocalities Near MeSearch ArticlesSearch GlossaryMore Search Options
Search For:
Mineral Name:
Locality Name:
Keyword(s):
 
The Mindat ManualAdd a New PhotoRate PhotosLocality Edit ReportCoordinate Completion ReportAdd Glossary Item
Mining CompaniesStatisticsUsersMineral MuseumsClubs & OrganizationsMineral Shows & EventsThe Mindat DirectoryDevice SettingsThe Mineral Quiz
Photo SearchPhoto GalleriesSearch by ColorNew Photos TodayNew Photos YesterdayMembers' Photo GalleriesPast Photo of the Day GalleryPhotography

Zhang, Steven E., Lawley, Christopher J. M., Bourdeau, Julie E., Nwaila, Glen T., Ghorbani, Yousef (2024) Workflow-Induced Uncertainty in Data-Driven Mineral Prospectivity Mapping. Natural Resources Research, 33 (3) 995-1023 doi:10.1007/s11053-024-10322-8

Advanced
   -   Only viewable:
Reference TypeJournal (article/letter/editorial)
TitleWorkflow-Induced Uncertainty in Data-Driven Mineral Prospectivity Mapping
JournalNatural Resources Research
AuthorsZhang, Steven E.Author
Lawley, Christopher J. M.Author
Bourdeau, Julie E.Author
Nwaila, Glen T.Author
Ghorbani, YousefAuthor
Year2024 (June)Volume33
Issue3
PublisherSpringer Science and Business Media LLC
DOIdoi:10.1007/s11053-024-10322-8Search in ResearchGate
Generate Citation Formats
Mindat Ref. ID17420083Long-form Identifiermindat:1:5:17420083:5
GUID0
Full ReferenceZhang, Steven E., Lawley, Christopher J. M., Bourdeau, Julie E., Nwaila, Glen T., Ghorbani, Yousef (2024) Workflow-Induced Uncertainty in Data-Driven Mineral Prospectivity Mapping. Natural Resources Research, 33 (3) 995-1023 doi:10.1007/s11053-024-10322-8
Plain TextZhang, Steven E., Lawley, Christopher J. M., Bourdeau, Julie E., Nwaila, Glen T., Ghorbani, Yousef (2024) Workflow-Induced Uncertainty in Data-Driven Mineral Prospectivity Mapping. Natural Resources Research, 33 (3) 995-1023 doi:10.1007/s11053-024-10322-8
In(2024, June) Natural Resources Research Vol. 33 (3) Springer Science and Business Media LLC

See Also

These are possibly similar items as determined by title/reference text matching only.

Zhang, Steven E., Bourdeau, Julie E., Nwaila, Glen T., Parsa, Mohammad, Ghorbani, Yousef (2024) Denoising of Geochemical Data using Deep Learning–Implications for Regional Surveys. Natural Resources Research, 33 (2) 495-520 doi:10.1007/s11053-024-10317-5
Bourdeau, Julie E., Zhang, Steven E., Lawley, Christopher J. M., Parsa, Mohammad, Nwaila, Glen T., Ghorbani, Yousef (2023) Predictive Geochemical Exploration: Inferential Generation of Modern Geochemical Data, Anomaly Detection and Application to Northern Manitoba. Natural Resources Research, 32 (6) 2355-2386 doi:10.1007/s11053-023-10273-6
Nwaila, Glen T., Zhang, Steven E., Bourdeau, Julie E., Carranza, Emmanuel John M., Enslin, Stephanie, Manzi, Musa S. D., Andriampenomanana, Fenitra, Ghorbani, Yousef (2024) Mineral Reconnaissance Through Scientific Consensus: First National Prospectivity Maps for PGE–Ni–Cu–Cr and Witwatersrand-type Au Deposits in South Africa. Natural Resources Research, 33 (6). doi:10.1007/s11053-024-10390-w
Nwaila, Glen T., Zhang, Steven E., Bourdeau, Julie E., Frimmel, Hartwig E., Ghorbani, Yousef (2024) Spatial Interpolation Using Machine Learning: From Patterns and Regularities to Block Models. Natural Resources Research, 33 (1) 129-161 doi:10.1007/s11053-023-10280-7
Zhang, Steven E.; Lawley, Christopher J. M.; Bourdeau, Julie E.; Parsa, Mohammad; Cumani, Renato; Thompson, Aaron (2025) Mineral Prospectivity Modeling of Graphite Deposits and Occurrences in Canada. Natural Resources Research, 34 (3). doi:10.1007/s11053-024-10451-0
Zhang, Steven E., Nwaila, Glen T., Bourdeau, Julie E., Ghorbani, Yousef, Carranza, Emmanuel John M. (2023) Machine Learning-Based Delineation of Geodomain Boundaries: A Proof-of-Concept Study Using Data from the Witwatersrand Goldfields. Natural Resources Research, 32 (3) 879-900 doi:10.1007/s11053-023-10159-7
Bourdeau, Julie E., Zhang, Steven E., Nwaila, Glen T., Ghorbani, Yousef (2024) Data generation for exploration geochemistry: Past, present and future. Applied Geochemistry, 172. 106124 doi:10.1016/j.apgeochem.2024.106124
Ghorbani, Yousef, Nwaila, Glen T., Zhang, Steven E., Bourdeau, Julie E., Cánovas, Manuel, Arzua, Javier, Nikadat, Nooraddin (2023) Moving towards deep underground mineral resources: Drivers, challenges and potential solutions. Resources Policy, 80. doi:10.1016/j.resourpol.2022.103222
Parsa, Mohammad, Lawley, Christopher J. M., Cumani, Renato, Schetselaar, Ernst, Harris, Jeff, Lentz, David R., Zhang, Steven E., Bourdeau, Julie E. (2024) Predictive Modeling of Canadian Carbonatite-Hosted REE +/− Nb Deposits. Natural Resources Research, 33 (5). doi:10.1007/s11053-024-10369-7
Parsa, Mohammad, Lawley, Christopher J. M., Cumani, Renato, Schetselaar, Ernst, Harris, Jeff, Lentz, David R., Zhang, Steven E., Bourdeau, Julie E. (2024) Correction: Predictive Modeling of Canadian Carbonatite-Hosted REE + / − Nb Deposits. Natural Resources Research, 33 (5). doi:10.1007/s11053-024-10391-9
Nwaila, Glen T., Zhang, Steven E., Bourdeau, Julie E., Negwangwatini, Elekanyani, Rose, Derek H., Burnett, Mark, Ghorbani, Yousef (2022) Data-Driven Predictive Modeling of Lithofacies and Fe In-Situ Grade in the Assen Fe Ore Deposit of the Transvaal Supergroup (South Africa) and Implications on the Genesis of Banded Iron Formations. Natural Resources Research, 31 (5) 2369-2395 doi:10.1007/s11053-022-10105-z
 
and/or  
Mindat.org is an outreach project of the Hudson Institute of Mineralogy, a 501(c)(3) not-for-profit organization.
Copyright © mindat.org and the Hudson Institute of Mineralogy 1993-2025, except where stated. Most political location boundaries are © OpenStreetMap contributors. Mindat.org relies on the contributions of thousands of members and supporters. Founded in 2000 by Jolyon Ralph.
To cite: Ralph, J., Von Bargen, D., Martynov, P., Zhang, J., Que, X., Prabhu, A., Morrison, S. M., Li, W., Chen, W., & Ma, X. (2025). Mindat.org: The open access mineralogy database to accelerate data-intensive geoscience research. American Mineralogist, 110(6), 833–844. doi:10.2138/am-2024-9486.
Privacy Policy - Terms & Conditions - Contact Us / DMCA issues - Report a bug/vulnerability Current server date and time: September 17, 2025 17:29:58
Go to top of page