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<ri:Resource created="2013-11-19T12:20:42Z" 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>1D Lya forest power spectrum</title><shortName>J/A+A/559/A85</shortName><identifier>ivo://CDS.VizieR/J/A+A/559/A85</identifier><altIdentifier>doi:10.26093/cds/vizier.35590085</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Palanque-Delabrouille N.</name></creator><creator><name>Yeche C.</name></creator><creator><name>Borde A.</name></creator><creator><name>Le Goff J.-M.</name></creator><creator><name>Rossi G.,Viel M.</name></creator><creator><name>Aubourg E.</name></creator><creator><name>Bailey S.</name></creator><creator><name>Bautista J.</name></creator><creator><name>Blomqvist M.</name></creator><creator><name>Bolton A.,Bolton J.S.</name></creator><creator><name>Busca N.G.</name></creator><creator><name>Carithers B.</name></creator><creator><name>Croft R.A.C.</name></creator><creator><name>Dawson K.S.,Delubac T.</name></creator><creator><name>Font-Ribera A.</name></creator><creator><name>Ho S.</name></creator><creator><name>Kirkby D.</name></creator><creator><name>Lee K.-G.</name></creator><creator><name>Margala D.,Miralda-Escude J.</name></creator><creator><name>Muna D.</name></creator><creator><name>Myers A.D.</name></creator><creator><name>Noterdaeme P.</name></creator><creator><name>Paris I.,Petitjean P.</name></creator><creator><name>Pieri M.M.</name></creator><creator><name>Rich J.</name></creator><creator><name>Rollinde E.</name></creator><creator><name>Ross N.P.</name></creator><creator><name>Schlegel D.J.,Schneider D.P.</name></creator><creator><name>Slosar A.</name></creator><creator><name>Weinberg D.H.</name></creator><date role="Updated">2014-05-25T23:49:52Z</date><date role="Created">2013-11-19T12:20:42Z</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>astronomical-models</subject><subject>spectroscopy</subject><description>We have developed two independent methods to measure the one-dimensional power spectrum of the transmitted flux in the Lyman-{alpha} forest. The first method is based on a Fourier transform, and the second on a maximum likelihood estimator. The two methods are independent and have different systematic uncertainties. The determination of the noise level in the data spectra was subject to a novel treatment, because of its significant impact on the derived power spectrum. We applied the two methods to 13,821 quasar spectra from SDSS-III/BOSS DR9 (Baryon Oscillation Spectroscopic Survey, BOSS, 2013AJ....145...10D) selected from a larger sample of over 60,000 spectra on the basis of their high quality, large signal-to-noise ratio, and good spectral resolution. The power spectra measured using either approach are in good agreement over all twelve redshift bins from &lt;z&gt;=2.2 to &lt;z&gt;=4.4, and scales from 0.001(km/s)^-1^ to 0.02(km/s)^-1^. We determine the methodological and instrumental systematic uncertainties of our measurements.</description><source format="bibcode">2013A&amp;A...559A..85P</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/559/A85</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic 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/559/A85</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/559/A85</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/559/A85</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/559/A85</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/559/A85</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/A+A/559/A85</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/A+A/559/A85/table4a</name><description>Power spectrum with the Fourier transform</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>nz</name><description>[1/12] Redshift bin number</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>nk</name><description>[1/35] Scale number within the redshift bin</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>z</name><description>[2.2/4.4] Redshift bin (1)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>k</name><description>[0.001/0.020] Scale value (2)</description><unit>s/km</unit><ucd>instr.scale</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pk</name><description>Power spectrum Pk</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pkstat</name><description>Statistical 1{sigma} uncertainty on Pk</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pknoise</name><description>Noise power spectrum Pk_noise-/W^2^</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pkmetal</name><description>Metals power spectrum Pk_metal_</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pksyst</name><description>Systematic 1{sigma} uncertainty on Pk</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>CC</name><description>Display the correlation matrix between scales for this redshift bin</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType" arraysize="*">char</dataType></column></table><table><name>J/A+A/559/A85/table5a</name><description>Power spectrum with the likelihood</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>nz</name><description>[1/12] Redshift bin number</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>nk</name><description>[1/35] Scale number within the redshift bin</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>z</name><description>[2.2/4.4] Redshift bin (1)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>k</name><description>[0.001/0.020] Scale value (2)</description><unit>s/km</unit><ucd>instr.scale</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pk</name><description>Power spectrum Pk</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pkstat</name><description>Statistical 1{sigma} uncertainty on Pk</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pknoise</name><description>Noise power spectrum Pk_noise-/W^2^</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pkmetal</name><description>Metals power spectrum Pk_metal_</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Pksyst</name><description>Systematic 1{sigma} uncertainty on Pk</description><unit>km/s</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>CC</name><description>Display the correlation matrix between scales for this redshift bin</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType" arraysize="*">char</dataType></column></table></schema></tableset></ri:Resource>