Dataset Open Access
Schoenig, Jan; von Eynatten, Hilmar; Tolosana-Delgado, Raimon; Meinhold, Guido
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <controlfield tag="005">20221231000200.0</controlfield> <controlfield tag="001">1220</controlfield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">10.1007/s00410-021-01854-w</subfield> <subfield code="i">isPartOf</subfield> <subfield code="n">doi</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">https://www.hzdr.de/publications/Publ-33278</subfield> <subfield code="i">isIdenticalTo</subfield> <subfield code="n">url</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">https://static-content.springer.com/esm/art%3A10.1007%2Fs00410-021-01854-w/MediaObjects/410_2021_1854_MOESM1_ESM.xlsx</subfield> <subfield code="i">isIdenticalTo</subfield> <subfield code="n">url</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">10.14278/rodare.1219</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="n">doi</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2021-10-21</subfield> </datafield> <datafield tag="999" ind1="C" ind2="5"> <subfield code="x">Schönig, J.; von Eynatten, H.; Tolosana-Delgado, R.; Meinhold, G. (in press) Garnet major-element composition as an indicator of host-rock type: a machine learning approach using the random forest classifier. Contributions to Mineralogy and Petrology; .doi: 10.1007/s00410-021-01854-w</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="a">Schoenig, Jan</subfield> <subfield code="u">Geoscience Centre Göttingen, University of Göttingen, Goldschmidtstraße 3, 37077 Göttingen, Germany</subfield> <subfield code="0">(orcid)0000-0001-9296-7582</subfield> </datafield> <datafield tag="942" ind1=" " ind2=" "> <subfield code="a">2022-12-31</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">Garnet major-element composition as an indicator of host-rock type: a machine learning approach using the random forest classifier / supplementary data</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="o">oai:rodare.hzdr.de:1220</subfield> <subfield code="p">openaire_data</subfield> <subfield code="p">user-rodare</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">dataset</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><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> <p><strong>setting and metamorphic facies class</strong>: code indicating the geologic/tectonic setting of the host rock</p> <p><strong>composition class</strong>: code indicating the compositional class of the host rock</p> <p><strong>author</strong>: authors of the original paper providing the data</p> <p><strong>journal</strong>: journal of the original paper</p> <p><strong>region</strong>: origin of the data, in the format &quot;region, country&quot;</p> <p><strong>sample name</strong>: sample ID in the original paper</p> <p><strong>Pavg(kbar)</strong>: if available, indicated pressure</p> <p><strong>Tavg(&deg;C)</strong>: if available, indicated temperature</p> <p><strong>host-rock type and/or metamorphic facies</strong>: facies indication of host rock</p> <p><strong>lithology and/or protolith</strong>: composition indication of host rock</p> <p><strong>SiO2</strong>: wt%</p> <p><strong>TiO2</strong>: wt%</p> <p><strong>Al2O3</strong>: wt%</p> <p><strong>Cr2O3</strong>: wt%</p> <p><strong>FeOtotal</strong>: wt%</p> <p><strong>MnO</strong>: wt%</p> <p><strong>MgO</strong>: wt%</p> <p><strong>CaO</strong>: wt%</p> <p>&nbsp;</p> <p>This research was funded by DFG grant EY 23/27-1.</p></subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">garnet major-element composition</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">host-rock discrimination</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-rodare</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">von Eynatten, Hilmar</subfield> <subfield code="u">Geoscience Centre Göttingen, University of Göttingen, Goldschmidtstraße 3, 37077 Göttingen, Germany</subfield> <subfield code="0">(orcid)0000-0002-2823-3194</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Tolosana-Delgado, Raimon</subfield> <subfield code="u">Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resources Technology, Chemnitzer Straße 40, 09599 Freiberg, Germany</subfield> <subfield code="0">(orcid)0000-0001-9847-0462</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Meinhold, Guido</subfield> <subfield code="u">Geoscience Centre Göttingen, University of Göttingen, Goldschmidtstraße 3, 37077 Göttingen, Germany; School of Geography, Geology and the Environment, Keele University, Keele, Staffordshire, ST5 5BG, UK; Institute for Geology, TU Bergakademie Freiberg, Bernhard-von-Cotta-Straße 2, 09599 Freiberg, Germany</subfield> <subfield code="0">(orcid)0000-0001-8375-8375</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">1468946</subfield> <subfield code="u">https://rodare.hzdr.de/record/1220/files/schoenig_et_al_2021_supplementary_information_1.xlsx</subfield> <subfield code="z">md5:fa4ca23eaafbc580a3d54fc91c560f18</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.14278/rodare.1220</subfield> <subfield code="2">doi</subfield> </datafield> </record>
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