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<ri:Resource created="2025-05-30T15:35:17Z" status="active" updated="2025-06-02T07:05:25Z" version="1.2" xmlns:cs="http://www.ivoa.net/xml/ConeSearch/v1.0" xmlns:ri="http://www.ivoa.net/xml/RegistryInterface/v1.0" xmlns:vr="http://www.ivoa.net/xml/VOResource/v1.0" xmlns:vs="http://www.ivoa.net/xml/VODataService/v1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.ivoa.net/xml/ConeSearch/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/ConeSearch.xsd http://www.ivoa.net/xml/VOResource/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/VOResource.xsd http://www.ivoa.net/xml/VODataService/v1.1 http://vo.ari.uni-heidelberg.de/docs/schemata/VODataService.xsd" xsi:type="vs:CatalogService"><title>Predicting chemical abund. of open clusters</title><shortName>J/other/RAA/25.C</shortName><identifier>ivo://CDS.VizieR/J/other/RAA/25.C5019</identifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Zhang R.</name></creator><creator><name>Chen J.</name></creator><creator><name>Wu C.</name></creator><creator><name>Wang L.</name></creator><creator><name>Zha S.</name></creator><creator><name>Guo S.</name></creator><creator><name>Han Z.</name></creator><date role="Updated">2025-06-02T07:05:25Z</date><date role="Created">2025-05-30T15:35:17Z</date><contact><name>CDS support team</name><address>CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France</address><email>cds-question@unistra.fr</email></contact></curation><content><subject>milky-way-galaxy</subject><subject>open-star-clusters</subject><subject>visible-astronomy</subject><subject>chemical-abundances</subject><description>The 11th data release of the LAMOST survey provides fundamental stellar parameters but lacks detailed abundance measurements for alpha-elements, crucial for understanding stellar populations and Galactic chemical evolution. In this study, we derive the abundances of oxygen (O), magnesium (Mg), silicon (Si), calcium (Ca), and titanium (Ti) for over 6.8 million stars using LAMOST DR11 low-resolution spectra. To ensure reliable measurements, we select 760 OCs spanning a broad range of ages and apply Monte Carlo sampling for accurate abundance estimates. Additionally, we utilize over 30000 stars from the GALAH DR4 catalog to train an XGBoost model for extracting alpha-element abundances from LAMOST DR11 spectra. Bayesian linear regression is employed to analyze the compositional distribution across the Galactic disk and infer chemical gradients as a function of Galactocentric distance. Our results indicate a general increase in chemical abundances with Galactocentric distance, with oxygen showing the steepest gradient. Our results confirm the overall increase of alpha-element abundances with Galactocentric distance, consistent with previous studies, while minor discrepancies in Mg, Ca, and Ti gradients likely arise from differences in sample selection, observational sensitivity, or Galactic enrichment processes.</description><source format="bibcode">2025RAA....25c5019Z</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/other/RAA/25.C5019</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic service</relatedResource></relationship><relationship><relationshipType>IsServedBy</relationshipType><relatedResource>Conesearch service</relatedResource></relationship></content><rights>https://cds.unistra.fr/vizier-org/licences_vizier.html</rights><capability><interface xsi:type="vr:WebBrowser"><accessURL 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