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<ri:Resource created="2019-10-10T06:38:09Z" status="active" updated="2025-05-19T09:50:00Z" 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>Mid-type M dwarfs planet occurrence rates</title><shortName>J/AJ/158/75</shortName><identifier>ivo://CDS.VizieR/J/AJ/158/75</identifier><altIdentifier>doi:10.26093/cds/vizier.51580075</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Hardegree-Ullman K.K.</name></creator><creator><name>Cushing M.C.</name></creator><creator><name>Muirhead P.S.</name></creator><creator><name>Christiansen J.L.</name></creator><date role="Updated">2021-08-11T10:40:37Z</date><date role="Created">2019-10-10T06:38:09Z</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>dwarf-stars</subject><subject>m-stars</subject><subject>stellar-distance</subject><subject>apparent-magnitude</subject><subject>stellar-spectral-types</subject><subject>effective-temperature</subject><subject>metallicity</subject><subject>stellar-radii</subject><subject>stellar-masses</subject><subject>exoplanets</subject><description>Previous studies of planet occurrence rates largely relied on photometric stellar characterizations. In this paper, we present planet occurrence rates for mid-type M dwarfs using spectroscopy, parallaxes, and photometry to determine stellar characteristics. Our spectroscopic observations have allowed us to constrain spectral type, temperatures, and, in some cases, metallicities for 337 out of 561 probable mid-type M dwarfs in the primary Kepler field. We use a random forest classifier to assign a spectral type to the remaining 224 stars. Combining our data with Gaia parallaxes, we compute precise (~3%) stellar radii and masses, which we use to update planet parameters and occurrence rates for Kepler mid-type M dwarfs. Within the Kepler field, there are seven M3 V to M5 V stars that host 13 confirmed planets between 0.5 and 2.5 Earth radii and at orbital periods between 0.5 and 10 days. For this population, we compute a planet occurrence rate of 1.19_-0.49_^+0.70^ planets per star. For M3 V, M4 V, and M5 V, we compute planet occurrence rates of 0.86_-0.68_^+1.32^, 1.36_-1.02_^+2.30^, and 3.07_-2.49_^+5.49^ planets per star, respectively.</description><source format="bibcode">2019AJ....158...75H</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/AJ/158/75</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><relationship><relationshipType>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/V/133">V/133 : Kepler Input Catalog (Kepler Mission Team, 2009)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/I/345">I/345 : Gaia DR2 (Gaia Collaboration, 2018)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/767/95">J/ApJ/767/95 : Improved stellar parameters of smallest KIC stars</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/211/2">J/ApJS/211/2 : Revised stellar properties of Q1-16 Kepler targets</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/814/130">J/ApJ/814/130 : Planet occurrence rates calculated for KOIs (Mulders+, 2015)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/822/86">J/ApJ/822/86 : False positive probabilities for Q1-Q17 DR24 KOIs</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/MNRAS/457/2877">J/MNRAS/457/2877 : Kepler M dwarf stars revised properties (Gaidos+, 2016)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/229/30">J/ApJS/229/30 : Revised stellar properties of Q1-17 Kepler targets</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/155/205">J/AJ/155/205 : Occurrence rates for Q1-Q16 KOI catalog planet cand.</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/235/38">J/ApJS/235/38 : Kepler planetary cand. 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Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>KIC</name><description>[1433760/12884812] Kepler Input Catalog identifier</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>f_KIC</name><description>Flag on KIC (only in Table 1) (1)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>Dist</name><description>[4.661/848.292]? Distance</description><unit>pc</unit><ucd>pos.distance;pos.heliocentric</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_Dist</name><description>[0.002/157.725]? Uncertainty in Dist</description><unit>pc</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>KsMag</name><description>[4.064/9.649]? Absolute K_s_ band magnitude</description><unit>mag</unit><ucd>phys.magAbs</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_KsMag</name><description>[0.011/0.847]? Uncertainty in KsMag</description><unit>mag</unit><ucd>stat.error;phot.mag</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Tel</name><description>Telescope code (only in Table 1) (2)</description><ucd>meta.code;instr.tel</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>f_SpType</name><description>[e] Flag on SpType (only in Table 1) (3)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>Teff</name><description>[2568/3662]? Effective temperature (4)</description><unit>K</unit><ucd>phys.temperature.effective</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>[Fe/H]</name><description>[-0.603/0.606]? Metallicity (only in Table 1)</description><unit>log(Sun)</unit><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_[Fe/H]</name><description>[0.059/0.333]? Uncertainty in [Fe/H] (only in Table 1)</description><unit>log(Sun)</unit><ucd>stat.error;phys.abund.Fe</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>R*</name><description>[0.119/0.681] Stellar radius</description><unit>solRad</unit><ucd>phys.size.radius</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_R*</name><description>[0.003/0.137] Uncertainty in R*</description><unit>solRad</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>M*</name><description>[0.091/0.654] Stellar mass</description><unit>solMass</unit><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_M*</name><description>[0.002/0.126] Uncertainty in M*</description><unit>solMass</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Simbad</name><description>Simbad column added by the CDS</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType" arraysize="*">char</dataType></column><column><name>_RA</name><description>Positions of KIC stars from KIC catalog (V/133) (right ascension part)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd></column><column><name>_DE</name><description>Positions of KIC stars from KIC catalog (V/133) (declination part)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd></column></table><table><name>J/AJ/158/75/table2</name><description>Stellar parameters for photometrically classified targets</description><column><name>recno</name><description>Record number assigned by the VizieR team. 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Absolute K_s_ band magnitude</description><unit>mag</unit><ucd>phys.magAbs</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_KsMag</name><description>[0.011/0.847]? Uncertainty in KsMag</description><unit>mag</unit><ucd>stat.error;phot.mag</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>SpType</name><description>Spectral type</description><ucd>src.spType</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>Teff</name><description>[2568/3662]? 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Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Kepler</name><description>Kepler planet name</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="13*">char</dataType></column><column><name>SpType</name><description>Host spectral type from this work</description><ucd>src.spType</ucd><dataType xsi:type="vs:VOTableType" arraysize="6*">char</dataType></column><column><name>R*</name><description>[0.174/0.374]? Stellar radius</description><unit>solRad</unit><ucd>phys.size.radius</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_R*</name><description>[0.005/0.011]? Uncertainty in R*</description><unit>solRad</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Rp</name><description>[0.662/2.39] Planet radius</description><unit>(6.3781x10+6m)</unit><ucd>phys.size.radius</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_Rp</name><description>[0.023/0.129] Uncertainty in Rp</description><unit>(6.3781x10+6m)</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>a/R*</name><description>[7.49/45.02] Semi-major axis to stellar radius ratio</description><ucd>phys.angSize.smajAxis;src.orbital</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_a/R*</name><description>[0.21/1.36] Lower limit uncertainty in a/R*</description><ucd>stat.error;stat.min</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>E_a/R*</name><description>[0.23/1.42] Upper limit uncertainty in a/R*</description><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Per</name><description>[0.453287/8.68909] Period</description><unit>d</unit><ucd>time.period</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>e_Per</name><description>[5e-08/8.8e-05] Uncertainty in Per</description><unit>d</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Tdur</name><description>[0.44/1.75] Transit duration</description><unit>h</unit><ucd>time.duration</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_Tdur</name><description>[0.03/0.27] Uncertainty in Tdur</description><unit>h</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Ptr</name><description>[0.0231/0.1385] Transit probability</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_Ptr</name><description>[0.0007/0.0041] Uncertainty in Ptr</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Sp</name><description>[1.82/99.78] Insolation flux (in Earth flux)</description><unit>Earth</unit><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_Sp</name><description>[0.23/11.26] Lower limit uncertainty in Sp</description><unit>Earth</unit><ucd>stat.error;stat.min</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>E_Sp</name><description>[0.25/12.16] Upper limit uncertainty in Sp</description><unit>Earth</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column></table></schema></tableset></ri:Resource>