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<ri:Resource created="2011-04-11T13:20:53Z" 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>Gamma-ray bursts spectral peak estimator</title><shortName>J/MNRAS/407/2075</shortName><identifier>ivo://CDS.VizieR/J/MNRAS/407/2075</identifier><altIdentifier>doi:10.26093/cds/vizier.74072075</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Shahmoradi A.</name></creator><creator><name>Nemiroff R.J.</name></creator><date role="Updated">2024-07-12T20:14:30Z</date><date role="Created">2011-04-11T13:20:53Z</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>gamma-ray-astronomy</subject><description>Simple hardness ratios are found to be a good estimator for the spectral peak energy in gamma-ray bursts (GRBs). Specifically, a high correlation strength is found between the nuFnu peak in the spectrum of Burst and Transient Source Experiment (BATSE) GRBs, Ep,obs and the hardness of GRBs, inline image, as defined by the fluences in channels 3 and 4, divided by the combined fluences in channels 1 and 2 of the BATSE Large Area Detectors (LADs). The correlation is independent of the type of the burst, whether long-duration GRB (LGRB) or short-duration (SGRB) and remains almost linear over the wide range of the BATSE energy window (20-2000KeV). Based on Bayes theorem and Markov Chain Monte Carlo techniques, we also present multivariate analyses of the observational data while accounting for data truncation and sample incompleteness. Prediction intervals for the proposed inline image relation are derived. Results and further simulations are used to compute Ep,obs estimates for nearly the entire BATSE catalogue: 2130 GRBs.</description><source format="bibcode">2010MNRAS.407.2075S</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/407/2075</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/IX/20">IX/20 : The Fourth BATSE Burst Revised Catalog (Paciesas+ 1999)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJS/166/298">J/ApJS/166/298 : Spectral cat. of bright BATSE gamma-ray bursts (Kaneko+, 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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>TrigNo</name><description>Burst's trigger number as reported in the BATSE catalog</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Model</name><description>[BAND COMP SBPL] Model (1)</description><ucd>meta.note</ucd><dataType xsi:type="vs:VOTableType" arraysize="4*">char</dataType></column><column><name>HRH</name><description>Hardness Ratio (G1)</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_HRH</name><description>rms uncertainty on HRH</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>A</name><description>Normalization factor of the assumed spectral model for each GRB</description><unit>0.1ph.s**-1.cm**-2</unit><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_A</name><description>rms uncertainty on A</description><unit>0.1ph.s**-1.cm**-2</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Ep</name><description>Observed spectral peak energy</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>e_Ep</name><description>rms uncertainty on Ep</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>alpha</name><description>Low-energy photon index (3)</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_alpha</name><description>rms uncertainty on alpha</description><ucd>stat.error;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>beta</name><description>? High-energy photon index (4)</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_beta</name><description>? rms uncertainty on beta</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Eb</name><description>? Spectral break energy (5)</description><unit>keV</unit><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>e_Eb</name><description>? rms uncertainty on Eb</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>Lambda</name><description>? Break scale of SBPL model for GRBs best described by SBPL</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>_RA</name><description>Position from BATSE catalog (Cat. IX/20) (right ascension part)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd></column><column><name>_DE</name><description>Position from BATSE catalog (Cat. IX/20) (declination part)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd></column></table><table><name>J/MNRAS/407/2075/table3</name><description>*Ep,obs estimates for 2130 GRBs in the BATSE catalog</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>TrigNo</name><description>Burst trigger number as reported in the BATSE catalog</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>n_TrigNo</name><description>[*] * for GRBs used to derive the regression lines in Sect 2.2.</description><ucd>meta.note</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>HRH</name><description>Hardness ratio (G1)</description><ucd>phot.flux;arith.ratio</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_HRH</name><description>? rms uncertainty on HRH</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>n_HRH</name><description>[A] large uncertainties (2)</description><ucd>meta.note</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>EpMe1</name><description>? Mean OLS(Y|X) peak energy Ep,obs (3)</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>E_EpMe1</name><description>? Error on EpMe1, upper limit</description><unit>keV</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_EpMe1</name><description>? Error on EpMe1,obs, lower limit</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>EpMe2</name><description>? Mean OLS bisector peak energy Ep,obs (4)</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>E_EpMe2</name><description>? Error on EpMe2, upper limit</description><unit>keV</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_EpMe2</name><description>? Error on EpMe2, lower limit</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>EpMo1</name><description>Band model peak energy Ep,obs (5)</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>E_EpMo1</name><description>Error on EpMo1, upper limit</description><unit>keV</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>e_EpMo1</name><description>Error on EpMo1, lower limit</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>EpMo2</name><description>COMP(CPL) model peak energy Ep,obs (6)</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>E_EpMo2</name><description>Error on EpMo2, upper limit</description><unit>keV</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>e_EpMo2</name><description>Error on EpMo3, lower limit</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>EpMo3</name><description>SBPL model peak energy Ep,obs (7)</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>E_EpMo3</name><description>Error on EpMo3, upper limit</description><unit>keV</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>e_EpMo3</name><description>Error on EpMo3, lower limit</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>EpMe</name><description>? Weighted average of peak energy Ep,obs (8)</description><unit>keV</unit><ucd>em.energy</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>E_EpMe</name><description>? Error on EpMe, upper limit</description><unit>keV</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>e_EpMe</name><description>? Error on EpMe, lower limit</description><unit>keV</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>_RA</name><description>Position from BATSE catalog (Cat. IX/20) (right ascension part)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd></column><column><name>_DE</name><description>Position from BATSE catalog (Cat. IX/20) (declination part)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd></column></table></schema></tableset></ri:Resource>