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<ri:Resource created="2014-12-17T08:15:35Z" status="active" updated="2025-05-19T09:50:00Z" version="1.2" 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/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>Benchmark light curves for exoplanet eclipses</title><shortName>J/ApJ/767/64</shortName><identifier>ivo://CDS.VizieR/J/ApJ/767/64</identifier><altIdentifier>doi:10.26093/cds/vizier.17670064</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Rogers J.</name></creator><creator><name>Lopez-Morales M.</name></creator><creator><name>Apai D.</name></creator><creator><name>Adams E.</name></creator><date role="Updated">2017-07-06T06:25:38Z</date><date role="Created">2014-12-17T08:15:35Z</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>solar-system-planets</subject><subject>multiple-stars</subject><subject>astronomical-models</subject><subject>photometry</subject><description>Ground-based observations of exoplanet eclipses provide important clues to the planets' atmospheric physics, yet systematics in light curve analyses are not fully understood. It is unknown if measurements suggesting near-infrared flux densities brighter than models predict are real, or artifacts of the analysis processes. We created a large suite of model light curves, using both synthetic and real noise, and tested the common process of light curve modeling and parameter optimization with a Markov Chain Monte Carlo algorithm. With synthetic white noise models, we find that input eclipse signals are generally recovered within 10% accuracy for eclipse depths greater than the noise amplitude, and to smaller depths for higher sampling rates and longer baselines. Red noise models see greater discrepancies between input and measured eclipse signals, often biased in one direction. Finally, we find that in real data, systematic biases result even with a complex model to account for trends, and significant false eclipse signals may appear in a non-Gaussian distribution. To quantify the bias and validate an eclipse measurement, we compare both the planet-hosting star and several of its neighbors to a separately chosen control sample of field stars. Re-examining the Rogers et al. (2009, J/ApJ/707/1707) Ks-band measurement of CoRoT-1b finds an eclipse 3190_-440_^+370^ppm deep centered at {phi}_me_=0.50418_-0.00203_^+0.00197^. Finally, we provide and recommend the use of selected data sets we generated as a benchmark test for eclipse modeling and analysis routines, and propose criteria to verify eclipse detections.</description><source format="bibcode">2013ApJ...767...64R</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/767/64</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>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/B/corot">B/corot : CoRoT observation log Release 13 (CoRoT, 2009-2014)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/143/39">J/AJ/143/39 : Analysis of hot Jupiters in Kepler Q2 (Coughlin+, 2012)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/A+A/530/A5">J/A+A/530/A5 : WASP-4b Ks-band detection of thermal emission (Caceres+, 2011)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/A+A/528/A49">J/A+A/528/A49 : HAT-P-1b Ks-band secondary eclipse (de Mooij +, 2011)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/A+A/513/L3">J/A+A/513/L3 : Exoplanet WASP-19b H-band thermal emission (Anderson+, 2010)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/707/1707">J/ApJ/707/1707 : Ks-band light curve of CoRoT-1b (Rogers+, 2009)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/A+A/506/359">J/A+A/506/359 : FORS2 and HAWKI photometry of CoRoT-1 (Gillon+, 2009)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/A+A/482/L17">J/A+A/482/L17 : CoRoT space mission. 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(Barge+, 2008)</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/767/64</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/767/64</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/767/64</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJ/767/64</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJ/767/64</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJ/767/64</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><coverage><footprint ivo-id="ivo://ivoa.net/std/moc"/><waveband>Optical</waveband></coverage><tableset><schema><name>default</name><table><name>J/ApJ/767/64/table11</name><description>Data sets R1, R2 and R3: real noise</description><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>Type</name><description>Dataset description code (1)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Phase</name><description>Orbital phase</description><ucd>time.phase</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>OFlux</name><description>[0.984/1.019] Observed flux</description><ucd>phot.flux;meta.modelled</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_OFlux</name><description>[0.003/0.007] Error in OFlux</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>EShape</name><description>[1/1.004] Noiseless eclipse shape (G1)</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>NBase</name><description>[0.98/1.02] Combined noise base</description><ucd>instr.det.noise</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>OPos</name><description>[0/1]? Offset position (2)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>AirM</name><description>[1.2/1.8] Airmass</description><ucd>obs.airMass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>FWHM</name><description>[10.4/12.1] Full-width at Half-Maximum of stellar image</description><unit>pix</unit><ucd>phys.angSize</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>xDist</name><description>[-6.1/6.9] X-position on the chip</description><unit>pix</unit><ucd>pos.cartesian.x;instr.det</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>yDist</name><description>[-4.4/6.8] Y-position on the chip</description><unit>pix</unit><ucd>pos.cartesian.y;instr.det</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Sky</name><description>[-63/58] Sky brightness</description><unit>ct/pix</unit><ucd>phot.mag.sb</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column></table><table><name>J/ApJ/767/64/table10</name><description>Data sets S1-S7: synthetic noise</description><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>Type</name><description>Dataset description code (1)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Phase</name><description>[0.33/0.67] Orbital phase</description><ucd>time.phase</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>OFlux</name><description>[0.995/1.009] Observed flux</description><ucd>phot.flux;meta.modelled</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>e_OFlux</name><description>[0/0.002] Error in OFlux</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>EShape</name><description>Noiseless eclipse shape (G1)</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>NBase</name><description>Combined noise base</description><ucd>instr.det.noise</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>WNoise</name><description>White noise components</description><ucd>instr.det.noise</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>RNoise</name><description>Red noise components</description><ucd>instr.det.noise</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column></table></schema></tableset></ri:Resource>