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<ri:Resource created="2020-08-24T06:44:04Z" 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>TRAPPIST-1 transit timings</title><shortName>J/A+A/640/A112</shortName><identifier>ivo://CDS.VizieR/J/A+A/640/A112</identifier><altIdentifier>doi:10.26093/cds/vizier.36400112</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Ducrot E.</name></creator><creator><name>Gillon M.</name></creator><creator><name>Delrez L.</name></creator><creator><name>Agol E.</name></creator><creator><name>Rimmer P.</name></creator><creator><name>Turbet M.,Guenther M.N.</name></creator><creator><name>Demory B-O.</name></creator><creator><name>Triaud A.H.M.J.</name></creator><creator><name>Bolmont E.</name></creator><creator><name>Burgasser A.,Carey S.J.</name></creator><creator><name>Ingalls J.G.</name></creator><creator><name>Jehin E.</name></creator><creator><name>Leconte J.</name></creator><creator><name>Lederer S.M.</name></creator><creator><name>Queloz D.,Raymond S.N.</name></creator><creator><name>Selsis F.</name></creator><creator><name>Van Grootel V.</name></creator><creator><name>de Wit J.</name></creator><date role="Updated">2021-04-07T15:51:44Z</date><date role="Created">2020-08-24T06:44:04Z</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>multiple-stars</subject><subject>exoplanets</subject><description>With more than 1000 hours of observation from Feb 2016 to Oct 2019, the Spitzer Exploration Program Red Worlds (ID: 13067, 13175 and 14223) exclusively targeted TRAPPIST-1, a nearby (12pc) ultracool dwarf star, finding that it is orbited by seven transiting Earth-sized planets. At least three of these planets orbit within the classical habitable zone of the star, and all of them are well-suited for a detailed atmospheric characterization with the upcoming JWST. The main goals of the Spitzer Red Worlds program were (1) to explore the system for new transiting planets, (2) to intensively monitor the planets' transits to yield the strongest possible constraints on their masses, sizes, compositions, and dynamics, and (3) to assess the infrared variability of the host star. In this paper, we present the global results of the project. We analyzed 88 new transits and combined them with 100 previously analyzed transits, for a total of 188 transits observed at 3.6 or 4.5um. For a comprehensive study, we analyzed all light curves both individually and globally. We also analyzed 29 occultations (secondary eclipses) of planet b and eight occultations of planet c observed at 4.5um to constrain the brightness temperatures of their daysides. We identify several orphan transit-like structures in our Spitzer photometry, but all of them are of low significance. We do not confirm any new transiting planets. We do not detect any significant variation of the transit depths of the planets throughout the different campaigns. Comparing our individual and global analyses of the transits, we estimate for TRAPPIST-1 transit depth measurements mean noise floors of ~35 and 25ppm in channels 1 and 2 of Spitzer/IRAC, respectively. We estimate that most of this noise floor is of instrumental origins and due to the large inter-pixel inhomogeneity of IRAC InSb arrays, and that the much better interpixel homogeneity of JWST instruments should result in noise floors as low as 10ppm, which is low enough to enable the atmospheric characterization of the planets by transit transmission spectroscopy. Our analysis reveals a few outlier transits, but we cannot conclude whether or not they correspond to spot or faculae crossing events. We construct updated broadband transmission spectra for all seven planets which show consistent transit depths between the two Spitzer channels. Although we are limited by instrumental precision, the combined transmission spectrum of planet b to g tells us that their atmospheres seem unlikely to be CH_4_-dominated. We identify and model five distinct high energy flares in the whole dataset, and discuss our results in the context of habitability. Finally, we fail to detect occultation signals of planets b and c at 4.5um, and can only set 3{sigma} upper limits on their dayside brightness temperatures (611K for b 586K for c).</description><source format="bibcode">2020A&amp;A...640A.112D</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/640/A112</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/J/AJ/156/178">J/AJ/156/178 : NIR transmission spectra of TRAPPIST-1 planets (Zhang+, 2018)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/156/218">J/AJ/156/218 : Transit light curves of TRAPPIST-1 planets (Ducrot+, 2018)</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/640/A112</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/640/A112</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/640/A112</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/640/A112</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/640/A112</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/A+A/640/A112</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"/></coverage><tableset><schema><name>default</name><table><name>J/A+A/640/A112/tablea1</name><description>Baseline for the individual analysis of each transit</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>Planet</name><description>[b-h] Planet name</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>Obs.date</name><description>Date of observations (start)</description><ucd>time.epoch</ucd><flag>nullable</flag></column><column><name>Npoints</name><description>Number of points per light curve</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Epoch</name><description>Epoch of transit</description><ucd>time.epoch</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Baseline</name><description>Most appropriate baseline for systematics corrections</description><ucd>instr.baseline</ucd></column><column><name>Bw</name><description>White noise scaling factor</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Br</name><description>Red noise scaling factor</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>CF</name><description>Correction factor</description><ucd>instr.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Channel</name><description>[c1 c2] Spitzer/IRAC channel (c1 for 3.6mum, c2 for 4.5mum)</description><ucd>meta.id;instr</ucd><dataType xsi:type="vs:VOTableType" arraysize="2*">char</dataType></column></table><table><name>J/A+A/640/A112/tablea2</name><description>Transit Timings and Depths Obtained from Individual Analyses of each transit</description><column><name>recno</name><description>Record number assigned by the VizieR team. 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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>Planet</name><description>[b-h] Name of planet</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>Epoch</name><description>Epoch of transit</description><ucd>time.epoch</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Timing</name><description>Timing of transit (BJD-50000)</description><unit>d</unit><ucd>time.epoch</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>e_Timing</name><description>Error on timing</description><unit>d</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Depth</name><description>Depth of transit</description><unit>%</unit><ucd>src.var.amplitude</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_Depth</name><description>Error on depth of transit</description><unit>%</unit><ucd>stat.error;phys.absorption.opticalDepth</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Channel</name><description>[C1 c2] Spitzer/IRAC channel (c1 for 3.6mum, c2 for 4.5mum)</description><ucd>meta.id;instr</ucd><dataType xsi:type="vs:VOTableType" arraysize="2*">char</dataType></column></table><table><name>J/A+A/640/A112/tablea7</name><description>*Median values and median absolute deviations of the residuals in and out of transit</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>Planet</name><description>[b-h] Name of planet</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>Epoch</name><description>Epoch of transit</description><ucd>time.epoch</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Median-in</name><description>Median of residual in transit</description><unit>(10-6)</unit><ucd>stat.fit.residual</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>sigma-in</name><description>std of residual in transit</description><unit>(10-6)</unit><ucd>stat.stdev</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Median-out</name><description>Median of residual out of transit</description><unit>(10-6)</unit><ucd>stat.fit.residual</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>sigma-out</name><description>std of residual out of transit</description><unit>(10-6)</unit><ucd>stat.stdev</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Signi</name><description>Significance</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Channel</name><description>[c1 c2] Spitzer/IRAC channel (c1 for 3.6mum, c2 for 4.5mum)</description><ucd>meta.id;instr</ucd><dataType xsi:type="vs:VOTableType" arraysize="2*">char</dataType></column></table><table><name>J/A+A/640/A112/tablea4</name><description>Transit Timings and Depths Obtained from Global Analyses of each transit with ddf variations allowed for 3.6um channel</description><column><name>recno</name><description>Record number assigned by the VizieR team. 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