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<ri:Resource created="2018-03-13T12:17:39Z" 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>Kepler pipeline transit signal recovery. III.</title><shortName>J/ApJ/828/99</shortName><identifier>ivo://CDS.VizieR/J/ApJ/828/99</identifier><altIdentifier>doi:10.26093/cds/vizier.18280099</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Christiansen J.L.</name></creator><creator><name>Clarke B.D.</name></creator><creator><name>Burke C.J.</name></creator><creator><name>Jenkins J.M.</name></creator><creator><name>Bryson S.T.,Coughlin J.L.</name></creator><creator><name>Mullally F.</name></creator><creator><name>Thompson S.E.</name></creator><creator><name>Twicken J.D.</name></creator><creator><name>Batalha N.M.,Haas M.R.</name></creator><creator><name>Catanzarite J.</name></creator><creator><name>Campbell J.R.</name></creator><creator><name>Uddin A.K.</name></creator><creator><name>Zamudio K.,Smith J.C.</name></creator><creator><name>Henze C.E.</name></creator><date role="Updated">2018-05-16T07:00:33Z</date><date role="Created">2018-03-13T12:17:39Z</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>exoplanets</subject><subject>astronomical-models</subject><description>With each new version of the Kepler pipeline and resulting planet candidate catalog, an updated measurement of the underlying planet population can only be recovered with a corresponding measurement of the Kepler pipeline detection efficiency. Here we present measurements of the sensitivity of the pipeline (version 9.2) used to generate the Q1-Q17 DR24 planet candidate catalog. We measure this by injecting simulated transiting planets into the pixel-level data of 159013 targets across the entire Kepler focal plane, and examining the recovery rate. Unlike previous versions of the Kepler pipeline, we find a strong period dependence in the measured detection efficiency, with longer (&gt;40 day) periods having a significantly lower detectability than shorter periods, introduced in part by an incorrectly implemented veto. Consequently, the sensitivity of the 9.2 pipeline cannot be cast as a simple one-dimensional function of the signal strength of the candidate planet signal, as was possible for previous versions of the pipeline. We report on the implications for occurrence rate calculations based on the Q1-Q17 DR24 planet candidate catalog, and offer important caveats and recommendations for performing such calculations. As before, we make available the entire table of injected planet parameters and whether they were recovered by the pipeline, enabling readers to derive the pipeline detection sensitivity in the planet and/or stellar parameter space of their choice.</description><source format="bibcode">2016ApJ...828...99C</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/828/99</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/J/ApJS/207/35">J/ApJS/207/35 : Kepler pipeline signal-to-noise studies (Christiansen+, 2013)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/810/95">J/ApJ/810/95 : Kepler pipeline S/N studies. II. 2011 data</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/812/46">J/ApJ/812/46 : Transit metric for Q1-Q17 Kepler candidates (Thompson+, 2015)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/217/18">J/ApJS/217/18 : Potential transit signals in Kepler Q1-Q17 (Seader+, 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/ApJS/224/12">J/ApJS/224/12 : Kepler planetary candidates. VII. 48-month (Coughlin+, 2016)</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/ApJ/828/99</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/828/99</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/828/99</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJ/828/99</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJ/828/99</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJ/828/99</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/ApJ/828/99/table1 (Injected and Recovered Parameters of the Injected Transiting Planets)</description><interface xsi:type="vs:ParamHTTP" role="std"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/conesearch/J/ApJ/828/99/table1?</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/conesearch/J/ApJ/828/99/table1?</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/conesearch/J/ApJ/828/99/table1?</mirrorURL><queryType>GET</queryType><resultType>text/xml+votable</resultType></interface><maxSR>180.0</maxSR><maxRecords>50000</maxRecords><verbosity>true</verbosity><testQuery><ra>287.83182</ra><dec>50.2835881</dec><sr>0.005555555555555556</sr></testQuery></capability><coverage><spatial>4/922 923 933 934 935 944 945 946 5/3645 3646 3647 3683 3704 3706 3729 3730 3731 3760 3765 3788 3789 3792 3793 6/14559 14567 14573 14575 14577 14578 14579 14730 14731 14738 14744 14746 14747 14749 14750 14751 14792 14794 14795 14822 14828 14830 14831 14914 14915 15044 15045 15056 15057 15059 15160 15161 15164 15176 15177 15178 15200 15202 15232 15233</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/ApJ/828/99?format=ascii</footprint></coverage><tableset><schema><name>default</name><table><name>J/ApJ/828/99/table1</name><description>Injected and Recovered Parameters of the Injected Transiting Planets</description><column><name>b</name><description>Impact parameter of the injected transit signal</description><ucd>stat.snr;src.impactParam</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>KIC</name><description>[757076/12984422] Kepler identifier of the target</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Sky</name><description>[1/84] Sky group in which the target is located</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Per</name><description>Orbital period of the injected transit signal</description><unit>d</unit><ucd>stat.snr;time.period</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>T0</name><description>Epoch of the injected transit signal; in BMJD</description><unit>d</unit><ucd>time.epoch</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Td</name><description>Depth of the injected transit signal</description><unit>(10-6)</unit><ucd>src.var.amplitude</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Tdur</name><description>Duration of the injected transit</description><unit>h</unit><ucd>time.duration</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Rp/R*</name><description>Ratio of the planet radius to the stellar radius for the injected signal</description><ucd>phys.size;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>a/R*</name><description>Ratio of the semimajor axis of the planetary orbit to the stellar radius for the injected signal</description><ucd>phys.angSize.smajAxis;src.orbital</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Signal</name><description>[0/1] Whether the transit signal was injected on the target star (0) or offset from the target star (1) to mimic a false positive</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Offset</name><description>Distance from the target source location to the location of the injected signal, for targets injected off the target source</description><unit>arcsec</unit><ucd>pos.angDistance</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>E-MES</name><description>Expected multiple event statistic (MES) of the injected transit signal</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Recov</name><description>[0/2]? Recovery of the injected signal by the pipeline (1)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>R-MES</name><description>? Maximum MES measured by the pipeline on the recovered signal</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>R-Per</name><description>? Orbital period of the recovered signal</description><unit>d</unit><ucd>stat.snr;time.period</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>R-T0</name><description>? Epoch of the recovered signal; in BJMD</description><unit>d</unit><ucd>time.epoch</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>R-Td</name><description>? Central transit depth of the recovered signal</description><unit>(10-6)</unit><ucd>src.var.amplitude</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>R-Tdur</name><description>? Transit duration of the recovered signal</description><unit>h</unit><ucd>stat.snr;time.duration</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>R-b</name><description>? Impact parameter of the recovered signal</description><ucd>stat.snr;src.impactParam</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>R-Rp/R*</name><description>? Ratio of the planet radius to the stellar radius for the recovered signal</description><ucd>phys.size;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>R-a/R*</name><description>? 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