Dataset Open Access
Schoenig, Jan; von Eynatten, Hilmar; Tolosana-Delgado, Raimon; Meinhold, Guido
{ "sameAs": [ "https://www.hzdr.de/publications/Publ-33278", "https://static-content.springer.com/esm/art%3A10.1007%2Fs00410-021-01854-w/MediaObjects/410_2021_1854_MOESM1_ESM.xlsx" ], "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "name": "Garnet major-element composition as an indicator of host-rock type: a machine learning approach using the random forest classifier / supplementary data", "identifier": "https://doi.org/10.14278/rodare.1220", "isPartOf": [ { "@type": "CreativeWork", "@id": "https://doi.org/10.1007/s00410-021-01854-w" } ], "description": "<p>The database includes 13615 garnet compositions of eight oxides commonly analysed in lab routines: SiO<sub>2</sub>, TiO<sub>2</sub>, Al<sub>2</sub>O<sub>3</sub>, Cr<sub>2</sub>O<sub>3</sub>, FeO<sub>total</sub>, MnO, MgO, and CaO (in wt%). These are complemented by the following covariables:</p>\n\n<p><strong>setting and metamorphic facies class</strong>: code indicating the geologic/tectonic setting of the host rock</p>\n\n<p><strong>composition class</strong>: code indicating the compositional class of the host rock</p>\n\n<p><strong>author</strong>: authors of the original paper providing the data</p>\n\n<p><strong>journal</strong>: journal of the original paper</p>\n\n<p><strong>region</strong>: origin of the data, in the format "region, country"</p>\n\n<p><strong>sample name</strong>: sample ID in the original paper</p>\n\n<p><strong>Pavg(kbar)</strong>: if available, indicated pressure</p>\n\n<p><strong>Tavg(°C)</strong>: if available, indicated temperature</p>\n\n<p><strong>host-rock type and/or metamorphic facies</strong>: facies indication of host rock</p>\n\n<p><strong>lithology and/or protolith</strong>: composition indication of host rock</p>\n\n<p><strong>SiO2</strong>: wt%</p>\n\n<p><strong>TiO2</strong>: wt%</p>\n\n<p><strong>Al2O3</strong>: wt%</p>\n\n<p><strong>Cr2O3</strong>: wt%</p>\n\n<p><strong>FeOtotal</strong>: wt%</p>\n\n<p><strong>MnO</strong>: wt%</p>\n\n<p><strong>MgO</strong>: wt%</p>\n\n<p><strong>CaO</strong>: wt%</p>\n\n<p> </p>\n\n<p>This research was funded by DFG grant EY 23/27-1.</p>", "@type": "Dataset", "datePublished": "2021-10-21", "url": "https://rodare.hzdr.de/record/1220", "distribution": [ { "contentUrl": "https://rodare.hzdr.de/api/files/485843fa-eea9-418f-a5e1-2930e814cd0c/schoenig_et_al_2021_supplementary_information_1.xlsx", "fileFormat": "xlsx", "@type": "DataDownload" } ], "creator": [ { "affiliation": "Geoscience Centre G\u00f6ttingen, University of G\u00f6ttingen, Goldschmidtstra\u00dfe 3, 37077 G\u00f6ttingen, Germany", "name": "Schoenig, Jan", "@id": "https://orcid.org/0000-0001-9296-7582", "@type": "Person" }, { "affiliation": "Geoscience Centre G\u00f6ttingen, University of G\u00f6ttingen, Goldschmidtstra\u00dfe 3, 37077 G\u00f6ttingen, Germany", "name": "von Eynatten, Hilmar", "@id": "https://orcid.org/0000-0002-2823-3194", "@type": "Person" }, { "affiliation": "Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resources Technology, Chemnitzer Stra\u00dfe 40, 09599 Freiberg, Germany", "name": "Tolosana-Delgado, Raimon", "@id": "https://orcid.org/0000-0001-9847-0462", "@type": "Person" }, { "affiliation": "Geoscience Centre G\u00f6ttingen, University of G\u00f6ttingen, Goldschmidtstra\u00dfe 3, 37077 G\u00f6ttingen, Germany; School of Geography, Geology and the Environment, Keele University, Keele, Staffordshire, ST5 5BG, UK; Institute for Geology, TU Bergakademie Freiberg, Bernhard-von-Cotta-Stra\u00dfe 2, 09599 Freiberg, Germany", "name": "Meinhold, Guido", "@id": "https://orcid.org/0000-0001-8375-8375", "@type": "Person" } ], "@id": "https://doi.org/10.14278/rodare.1220", "keywords": [ "garnet major-element composition", "host-rock discrimination" ], "@context": "https://schema.org/" }
All versions | This version | |
---|---|---|
Views | 614 | 614 |
Downloads | 307 | 307 |
Data volume | 451.0 MB | 451.0 MB |
Unique views | 325 | 325 |
Unique downloads | 87 | 87 |