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<ri:Resource created="2025-09-17T08:19:36Z" status="active" updated="2025-10-01T06:29:29Z" 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>Characterization of the X-Shyne library</title><shortName>J/A+A/701/A208</shortName><identifier>ivo://CDS.VizieR/J/A+A/701/A208</identifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Petrus S.</name></creator><creator><name>Chauvin G.</name></creator><creator><name>Bonnefoy M.</name></creator><creator><name>Tremblin P.</name></creator><creator><name>Morley C.</name></creator><creator><name>Charnay B.,Suarez G.</name></creator><creator><name>Gagne J.</name></creator><creator><name>Palma-Bifani P.</name></creator><creator><name>Denis A.</name></creator><creator><name>Ravet M.</name></creator><creator><name>Bayo A.,Bezard B.</name></creator><creator><name>Biller B.</name></creator><creator><name>Delorme P.</name></creator><creator><name>Faherty J.</name></creator><creator><name>Goyal J.-M.</name></creator><creator><name>Hoch K.</name></creator><creator><name>Hoy K.,Jenkins J.-S.</name></creator><creator><name>Lagrange A.-M.</name></creator><creator><name>Lavie B.</name></creator><creator><name>Liu M.C.</name></creator><creator><name>Manjavacas E.,Marleau G.-D.</name></creator><creator><name>McElwain M.</name></creator><creator><name>Molliere P.</name></creator><creator><name>Mordasini C.</name></creator><creator><name>Phillips M.,Rojo P.</name></creator><creator><name>Zhang Z.</name></creator><creator><name>Zurlo A.</name></creator><date role="Updated">2025-10-01T06:29:29Z</date><date role="Created">2025-09-17T08:19:36Z</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>brown-dwarfs</subject><subject>effective-temperature</subject><subject>line-intensities</subject><subject>chemical-abundances</subject><subject>stellar-radii</subject><description>Characterizing exoplanet's spectra is a crucial step in understanding the chemical and physical processes shaping their atmospheres and constraining their formation and evolutionary history. The X-SHYNE library is a homogeneous sample of 43 medium-resolution (R~8000) infrared (0.3-2.5um) spectra of young (&lt;500Myr), low-mass (&lt;20M_jup_), and cold (Teff~600-2000K) isolated brown dwarfs and wide-separation companions observed with the VLT/X-Shooter instrument. To characterize our targets, we performed a global comparative analysis. We first applied a semi-empirical approach. By refining their age and bolometric luminosity, we derived key atmospheric and physical properties, such as Teff, mass, surface gravity (g), and radius, using the evolutionary model COND03. These results were then compared with the results from a synthetic analysis based on three self-consistent atmospheric models: the cloudy models Exo-REM and Sonora Diamondback, and the cloudless model ATMO. To compare our spectra with these grids we used the Bayesian inference code ForMoSA. We found similar Lbol estimates between both approaches, but an underestimated Teff from the cloudy models, likely due to a lack of absorbers that could dominate the J and H bands of early L. We also observed a discrepancy in the log(g) estimates, which are dispersed between 3.5 and 5.5dex for mid-L objects. We interpreted this as a bias caused by a range of rotational velocities leading to cloud migration toward equatorial latitudes, combined with a variety of viewing angles that result in different observed atmospheric properties (cloud column densities, atmospheric pressures, etc.). This interpretation is supported by the correlation of the color anomaly D(J-K) of each object with log(g) and the parameter fsed that drives the sedimentation of the clouds. Finally, while providing robust estimates of [M/H] and C/O for individual objects remains challenging, the X-SHYNE library globally suggests solar values, which are consistent with a formation via stellar formation mechanisms. This study highlights the strength of homogeneous datasets in performing comparative analyses, reducing the impact of systematics, and ensuring robust conclusions while avoiding over-interpretation.</description><source format="bibcode">2025A&amp;A...701A.208P</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/701/A208</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 use="full">https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/A+A/701/A208</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/701/A208</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/701/A208</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/701/A208</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/701/A208</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/A+A/701/A208</mirrorURL><queryType>GET</queryType><resultType>text/xml+votable</resultType></interface></capability><capability standardID="ivo://ivoa.net/std/TAP#aux"><interface xsi:type="vs:ParamHTTP" role="std"><accessURL use="base">https://tapvizier.cds.unistra.fr/TAPVizieR/tap</accessURL></interface></capability><capability xsi:type="cs:ConeSearch" standardID="ivo://ivoa.net/std/ConeSearch"><description>Cone search capability for table J/A+A/701/A208/sources (Objects of the X-Shyne library)</description><interface xsi:type="vs:ParamHTTP" role="std"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/701/A208/sources?</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/701/A208/sources?</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/701/A208/sources?</mirrorURL><queryType>GET</queryType><resultType>text/xml+votable</resultType></interface><maxSR>180.0</maxSR><maxRecords>50000</maxRecords><verbosity>true</verbosity><testQuery><ra>7.6255417</ra><dec>-14.8426111</dec><sr>0.005555555555555556</sr></testQuery></capability><coverage><spatial>6/283 12633 16873 18166 18281 19144 19761 19763 19813 20141 20235 20692 20996 21223 21809 22600 23471 23718 24581 24734 25055 25170 25335 25558 26402 27074 31411 33166 33377 34645 35197 35268 36237 36833 38813 39736 43475 46094 46671 47672 48231 48349 49002</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/701/A208?format=ascii</footprint></coverage><tableset><schema><name>default</name><table><name>J/A+A/701/A208/sources</name><description>Objects of the X-Shyne library</description><column><name>recno</name><description>Record number assigned by the VizieR team. 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(mean_logg_H_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggHExo</name><description>Exo-REM surface gravity of the H band (1.41-1.85)um (max) (max_logg_H_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggKExo</name><description>Exo-REM surface gravity of the K band (1.95-2.48)um (min) (min_logg_K_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggKExo</name><description>Exo-REM surface gravity of the K band (1.95-2.48)um (mean) (mean_logg_K_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggKExo</name><description>Exo-REM surface gravity of the K band (1.95-2.48)um (max) (max_logg_K_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggJHKExo</name><description>Exo-REM surface gravity, combination of JHK band (min) (min_logg_JHK_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggJHKExo</name><description>Exo-REM surface gravity, combination of JHK band (mean) (mean_logg_JHK_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggJHKExo</name><description>Exo-REM surface gravity, combination of JHK band (max) (max_logg_JHK_exorem)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggJsono</name><description>Sonora Diamondback surface gravity of the J band (0.97-1.35)um (min) (min_logg_J_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggJsono</name><description>Sonora Diamondback surface gravity of the J band (0.97-1.35)um (mean) (mean_logg_J_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggJsono</name><description>Sonora Diamondback surface gravity of the J band (0.97-1.35)um (max) (max_logg_J_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggHsono</name><description>Sonora Diamondback surface gravity of the H band (1.41-1.85)um (min) (min_logg_H_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggHsono</name><description>Sonora Diamondback surface gravity of the H 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Diamondback surface gravity of the K band (1.95-2.48)um (max) (max_logg_K_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggJHKsono</name><description>Sonora Diamondback surface gravity, combination of JHK band (min) (min_logg_JHK_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggJHKsono</name><description>Sonora Diamondback surface gravity, combination of JHK band (mean) (mean_logg_JHK_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggJHKsono</name><description>Sonora Diamondback surface gravity, combination of JHK band (max) (max_logg_JHK_sonora)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggJatmo</name><description>ATMO surface gravity of the J band (0.97-1.35)um (min) (min_logg_J_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggJatmo</name><description>ATMO surface gravity of the J band (0.97-1.35)um (mean) (mean_logg_J_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggJatmo</name><description>ATMO surface gravity of the J band (0.97-1.35)um (max) (max_logg_J_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggHatmo</name><description>ATMO surface gravity of the H band (1.41-1.85)um (min) (min_logg_H_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggHatmo</name><description>ATMO surface gravity of the H band (1.41-1.85)um (mean) (mean_logg_H_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggHatmo</name><description>ATMO surface gravity of the H band (1.41-1.85)um (max) (max_logg_H_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggKatmo</name><description>ATMO surface gravity of the K band (1.95-2.48)um (min) (min_logg_K_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggKatmo</name><description>ATMO surface gravity of the K band (1.95-2.48)um (mean) (mean_logg_K_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggKatmo</name><description>ATMO surface gravity of the K band (1.95-2.48)um (max) (max_logg_K_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_loggJHKatmo</name><description>ATMO surface gravity, combination of JHK band (min) (min_logg_JHK_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>loggJHKatmo</name><description>ATMO surface gravity, combination of JHK band (mean) (mean_logg_JHK_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_loggJHKatmo</name><description>ATMO surface gravity, combination of JHK band (max) (max_logg_JHK_atmo)</description><unit>log(cm.s**-2)</unit><ucd>phys.gravity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]JExo</name><description>Exo-REM metallicity of the J band (0.97-1.35)um (min) (min_m_h_J_exorem)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[M/H]JExo</name><description>Exo-REM metallicity of the J band (0.97-1.35)um (mean) (mean_m_h_J_exorem)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[M/H]JExo</name><description>Exo-REM metallicity of the J band (0.97-1.35)um (max) (max_m_h_J_exorem)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]HExo</name><description>Exo-REM metallicity of the H band (1.41-1.85)um (min) (min_m_h_H_exorem)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[M/H]HExo</name><description>Exo-REM metallicity of the H band (1.41-1.85)um 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xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]JHKExo</name><description>Exo-REM metallicity, combination of JHK band (min) (min_m_h_JHK_exorem)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[M/H]JHKExo</name><description>Exo-REM metallicity, combination of JHK band (mean) (mean_m_h_JHK_exorem)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[M/H]JHKExo</name><description>Exo-REM metallicity, combination of JHK band (max) (max_m_h_JHK_exorem)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]Jsono</name><description>Sonora Diamondback metallicity of the J band (0.97-1.35)um (min) (min_m_h_J_sonora)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[M/H]Jsono</name><description>Sonora Diamondback metallicity 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xsi:type="vs:VOTableType">float</dataType></column><column><name>[M/H]JHKsono</name><description>Sonora Diamondback metallicity, combination of JHK band (mean) (mean_m_h_JHK_sonora)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[M/H]JHKsono</name><description>Sonora Diamondback metallicity, combination of JHK band (max) (max_m_h_JHK_sonora)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]Jatmo</name><description>ATMO metallicity of the J band (0.97-1.35)um (min) (min_m_h_J_atmo)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[M/H]Jatmo</name><description>ATMO metallicity of the J band (0.97-1.35)um (max) (max_m_h_J_atmo)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]Hatmo</name><description>ATMO metallicity of the H 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xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[M/H]Katmo</name><description>ATMO metallicity of the K band (1.95=2.28)um (max) (max_m_h_K_atmo)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[M/H]JHKatmo</name><description>ATMO metallicity, combination of JHK band (min) (min_m_h_JHK_atmo)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[M/H]JHKatmo</name><description>ATMO metallicity, combination of JHK band (mean) (mean_m_h_JHK_atmo)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[M/H]JHKatmo</name><description>ATMO metallicity, combination of JHK band (max) (max_m_h_JHK_atmo)</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[C/O]JExo</name><description>Exo-REM carbon-oxygen ratio of the J band (0.97-1.35)um 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xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[C/O]HExo</name><description>Exo-REM carbon-oxygen ratio of the H band (1.41-1.85)um (max) (max_c_o_H_exorem)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>b_[C/O]KExo</name><description>Exo-REM carbon-oxygen ratio of the K band (1.95=2.28)um (min) (min_c_o_K_exorem)</description><ucd>phys.abund</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[C/O]KExo</name><description>Exo-REM carbon-oxygen ratio of the K band (1.95=2.28)um (mean) (mean_c_o_K_exorem)</description><ucd>spect.line.intensity;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>B_[C/O]KExo</name><description>Exo-REM carbon-oxygen ratio of the K band (1.95=2.28)um (max) (max_c_o_K_exorem)</description><ucd>phys.abund</ucd><dataType 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