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Intergalactic Lyman continuum photon budget in the past 5 billion years
Abstract We constrain the H i photoionization rate $(\Gamma _{\rm H\, {\small I}})$ at z ≲ 0.45 by comparing the flux probability distribution function and power spectrum of the Lyα forest data along 82 Quasi-Stellar Object (QSO) sightlines obtained using Cosmic Origins Spectrograph with models gene...
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Published in: | Monthly notices of the Royal Astronomical Society 2017-04, Vol.466 (1), p.838-860 |
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creator | Gaikwad, Prakash Khaire, Vikram Choudhury, Tirthankar Roy Srianand, Raghunathan |
description | Abstract
We constrain the H i photoionization rate
$(\Gamma _{\rm H\, {\small I}})$
at z ≲ 0.45 by comparing the flux probability distribution function and power spectrum of the Lyα forest data along 82 Quasi-Stellar Object (QSO) sightlines obtained using Cosmic Origins Spectrograph with models generated from smoothed particle hydrodynamic simulations. We have developed a module named ‘Code for Ionization and Temperature Evolution (cite)’ for calculating the intergalactic medium (IGM) temperature evolution from high to low redshifts by post-processing the gadget-2 simulation outputs. Our method, that produces results consistent with other simulations, is computationally less expensive thus allowing us to explore a large parameter space. It also allows rigorous estimation of the error covariance matrix for various statistical quantities of interest. We find that the best-fitting
$\Gamma _{\rm H\,{\small I}}(z)$
increases with z and follows (4 ± 0.1) × 10−14 (1 + z)4.99 ± 0.12 s−1. At any given z, the typical uncertainties
$\Delta \Gamma _{\rm H\,{\small I}} / \Gamma _{\rm H\,{\small I}}$
are ∼25 per cent that contains not only the statistical errors but also those arising from possible degeneracy with the thermal history of the IGM and cosmological parameters and uncertainties in fitting the QSO continuum. These values of
$\Gamma _{\rm H\,{\small I}}$
favour the scenario where only QSOs contribute to the ionizing background at z |
doi_str_mv | 10.1093/mnras/stw3086 |
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We constrain the H i photoionization rate
$(\Gamma _{\rm H\, {\small I}})$
at z ≲ 0.45 by comparing the flux probability distribution function and power spectrum of the Lyα forest data along 82 Quasi-Stellar Object (QSO) sightlines obtained using Cosmic Origins Spectrograph with models generated from smoothed particle hydrodynamic simulations. We have developed a module named ‘Code for Ionization and Temperature Evolution (cite)’ for calculating the intergalactic medium (IGM) temperature evolution from high to low redshifts by post-processing the gadget-2 simulation outputs. Our method, that produces results consistent with other simulations, is computationally less expensive thus allowing us to explore a large parameter space. It also allows rigorous estimation of the error covariance matrix for various statistical quantities of interest. We find that the best-fitting
$\Gamma _{\rm H\,{\small I}}(z)$
increases with z and follows (4 ± 0.1) × 10−14 (1 + z)4.99 ± 0.12 s−1. At any given z, the typical uncertainties
$\Delta \Gamma _{\rm H\,{\small I}} / \Gamma _{\rm H\,{\small I}}$
are ∼25 per cent that contains not only the statistical errors but also those arising from possible degeneracy with the thermal history of the IGM and cosmological parameters and uncertainties in fitting the QSO continuum. These values of
$\Gamma _{\rm H\,{\small I}}$
favour the scenario where only QSOs contribute to the ionizing background at z < 2. Our derived 3σ upper limit on average escape fraction is 0.008, consistent with measurements of low-z galaxies.</description><identifier>ISSN: 0035-8711</identifier><identifier>EISSN: 1365-2966</identifier><identifier>DOI: 10.1093/mnras/stw3086</identifier><language>eng</language><publisher>London: Oxford University Press</publisher><subject>Astronomy ; Atoms & subatomic particles ; Computer simulation ; Continuums ; Evolution ; Ionization ; Mathematical models ; Matrix ; Parameters ; Probability ; Simulation ; Stars & galaxies ; Symbols ; Uncertainty</subject><ispartof>Monthly notices of the Royal Astronomical Society, 2017-04, Vol.466 (1), p.838-860</ispartof><rights>2016 The Authors Published by Oxford University Press on behalf of the Royal Astronomical Society 2016</rights><rights>Copyright Oxford University Press, UK Apr 1, 2017</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c430t-46454a35b670f3f04119c2defa96bd0bb54a84f6e49298a01b3d992a0e29e7bc3</citedby><cites>FETCH-LOGICAL-c430t-46454a35b670f3f04119c2defa96bd0bb54a84f6e49298a01b3d992a0e29e7bc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,1604,27924,27925</link.rule.ids><linktorsrc>$$Uhttps://dx.doi.org/10.1093/mnras/stw3086$$EView_record_in_Oxford_University_Press$$FView_record_in_$$GOxford_University_Press</linktorsrc></links><search><creatorcontrib>Gaikwad, Prakash</creatorcontrib><creatorcontrib>Khaire, Vikram</creatorcontrib><creatorcontrib>Choudhury, Tirthankar Roy</creatorcontrib><creatorcontrib>Srianand, Raghunathan</creatorcontrib><title>Intergalactic Lyman continuum photon budget in the past 5 billion years</title><title>Monthly notices of the Royal Astronomical Society</title><description>Abstract
We constrain the H i photoionization rate
$(\Gamma _{\rm H\, {\small I}})$
at z ≲ 0.45 by comparing the flux probability distribution function and power spectrum of the Lyα forest data along 82 Quasi-Stellar Object (QSO) sightlines obtained using Cosmic Origins Spectrograph with models generated from smoothed particle hydrodynamic simulations. We have developed a module named ‘Code for Ionization and Temperature Evolution (cite)’ for calculating the intergalactic medium (IGM) temperature evolution from high to low redshifts by post-processing the gadget-2 simulation outputs. Our method, that produces results consistent with other simulations, is computationally less expensive thus allowing us to explore a large parameter space. It also allows rigorous estimation of the error covariance matrix for various statistical quantities of interest. We find that the best-fitting
$\Gamma _{\rm H\,{\small I}}(z)$
increases with z and follows (4 ± 0.1) × 10−14 (1 + z)4.99 ± 0.12 s−1. At any given z, the typical uncertainties
$\Delta \Gamma _{\rm H\,{\small I}} / \Gamma _{\rm H\,{\small I}}$
are ∼25 per cent that contains not only the statistical errors but also those arising from possible degeneracy with the thermal history of the IGM and cosmological parameters and uncertainties in fitting the QSO continuum. These values of
$\Gamma _{\rm H\,{\small I}}$
favour the scenario where only QSOs contribute to the ionizing background at z < 2. Our derived 3σ upper limit on average escape fraction is 0.008, consistent with measurements of low-z galaxies.</description><subject>Astronomy</subject><subject>Atoms & subatomic particles</subject><subject>Computer simulation</subject><subject>Continuums</subject><subject>Evolution</subject><subject>Ionization</subject><subject>Mathematical models</subject><subject>Matrix</subject><subject>Parameters</subject><subject>Probability</subject><subject>Simulation</subject><subject>Stars & galaxies</subject><subject>Symbols</subject><subject>Uncertainty</subject><issn>0035-8711</issn><issn>1365-2966</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqN0c9LwzAUB_AgCs7p0XvAi5fqy4-myVGGzsHAi55LkqZbR5vWJEX231vdQPCip3f4fni8xxehawJ3BBS773zQ8T6mDwZSnKAZYSLPqBLiFM0AWJ7JgpBzdBHjDgA4o2KGliufXNjoVtvUWLzed9pj2_vU-HHs8LDtU--xGauNS7jxOG0dHnRMOMemadtmCvdOh3iJzmrdRnd1nHP09vT4unjO1i_L1eJhnVnOIGVc8JxrlhtRQM1q4IQoSytXayVMBcZMqeS1cFxRJTUQwyqlqAZHlSuMZXN0e9g7hP59dDGVXROta1vtXT_GkkjJCaVSsX_QopBUsRwmevOL7vox-OmRSQlJuWQsn1R2UDb0MQZXl0NoOh32JYHyq4Hyu4Hy2MDPAf04_EE_Acvhh7w</recordid><startdate>20170401</startdate><enddate>20170401</enddate><creator>Gaikwad, Prakash</creator><creator>Khaire, Vikram</creator><creator>Choudhury, Tirthankar Roy</creator><creator>Srianand, Raghunathan</creator><general>Oxford University Press</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><scope>7TG</scope><scope>KL.</scope></search><sort><creationdate>20170401</creationdate><title>Intergalactic Lyman continuum photon budget in the past 5 billion years</title><author>Gaikwad, Prakash ; Khaire, Vikram ; Choudhury, Tirthankar Roy ; Srianand, Raghunathan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c430t-46454a35b670f3f04119c2defa96bd0bb54a84f6e49298a01b3d992a0e29e7bc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Astronomy</topic><topic>Atoms & subatomic particles</topic><topic>Computer simulation</topic><topic>Continuums</topic><topic>Evolution</topic><topic>Ionization</topic><topic>Mathematical models</topic><topic>Matrix</topic><topic>Parameters</topic><topic>Probability</topic><topic>Simulation</topic><topic>Stars & galaxies</topic><topic>Symbols</topic><topic>Uncertainty</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gaikwad, Prakash</creatorcontrib><creatorcontrib>Khaire, Vikram</creatorcontrib><creatorcontrib>Choudhury, Tirthankar Roy</creatorcontrib><creatorcontrib>Srianand, Raghunathan</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><jtitle>Monthly notices of the Royal Astronomical Society</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gaikwad, Prakash</au><au>Khaire, Vikram</au><au>Choudhury, Tirthankar Roy</au><au>Srianand, Raghunathan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Intergalactic Lyman continuum photon budget in the past 5 billion years</atitle><jtitle>Monthly notices of the Royal Astronomical Society</jtitle><date>2017-04-01</date><risdate>2017</risdate><volume>466</volume><issue>1</issue><spage>838</spage><epage>860</epage><pages>838-860</pages><issn>0035-8711</issn><eissn>1365-2966</eissn><abstract>Abstract
We constrain the H i photoionization rate
$(\Gamma _{\rm H\, {\small I}})$
at z ≲ 0.45 by comparing the flux probability distribution function and power spectrum of the Lyα forest data along 82 Quasi-Stellar Object (QSO) sightlines obtained using Cosmic Origins Spectrograph with models generated from smoothed particle hydrodynamic simulations. We have developed a module named ‘Code for Ionization and Temperature Evolution (cite)’ for calculating the intergalactic medium (IGM) temperature evolution from high to low redshifts by post-processing the gadget-2 simulation outputs. Our method, that produces results consistent with other simulations, is computationally less expensive thus allowing us to explore a large parameter space. It also allows rigorous estimation of the error covariance matrix for various statistical quantities of interest. We find that the best-fitting
$\Gamma _{\rm H\,{\small I}}(z)$
increases with z and follows (4 ± 0.1) × 10−14 (1 + z)4.99 ± 0.12 s−1. At any given z, the typical uncertainties
$\Delta \Gamma _{\rm H\,{\small I}} / \Gamma _{\rm H\,{\small I}}$
are ∼25 per cent that contains not only the statistical errors but also those arising from possible degeneracy with the thermal history of the IGM and cosmological parameters and uncertainties in fitting the QSO continuum. These values of
$\Gamma _{\rm H\,{\small I}}$
favour the scenario where only QSOs contribute to the ionizing background at z < 2. Our derived 3σ upper limit on average escape fraction is 0.008, consistent with measurements of low-z galaxies.</abstract><cop>London</cop><pub>Oxford University Press</pub><doi>10.1093/mnras/stw3086</doi><tpages>23</tpages></addata></record> |
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subjects | Astronomy Atoms & subatomic particles Computer simulation Continuums Evolution Ionization Mathematical models Matrix Parameters Probability Simulation Stars & galaxies Symbols Uncertainty |
title | Intergalactic Lyman continuum photon budget in the past 5 billion years |
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