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TESTING SCALING RELATIONS FOR SOLAR-LIKE OSCILLATIONS FROM THE MAIN SEQUENCE TO RED GIANTS USING KEPLER DATA

Identifieur interne : 006681 ( Main/Exploration ); précédent : 006680; suivant : 006682

TESTING SCALING RELATIONS FOR SOLAR-LIKE OSCILLATIONS FROM THE MAIN SEQUENCE TO RED GIANTS USING KEPLER DATA

Auteurs : D. Huber [Australie] ; T. R. Bedding [Australie] ; D. Stello [Australie] ; S. Hekker [Pays-Bas, Royaume-Uni] ; S. Mathur [États-Unis] ; B. Mosser [France] ; G. A. Verner [Royaume-Uni] ; A. Bonanno [Italie] ; D. L. Buzasi [États-Unis] ; T. L. Campante [Portugal, Danemark] ; Y. P. Elsworth [Royaume-Uni] ; S. J. Hale [Royaume-Uni] ; T. Kallinger [Canada, Autriche] ; V. Silva Aguirre [Allemagne] ; W. J. Chaplin [Royaume-Uni] ; J. De Ridder [Belgique] ; R. A. Garcia [France] ; T. Appourchaux [France] ; S. Frandsen [Danemark] ; G. Houdek [Autriche] ; J. Molenda-Zakowicz [Pologne] ; M. J. P. F. G. Monteiro [Portugal] ; J. Christensen-Dalsgaard [Danemark] ; R. L. Gilliland [États-Unis] ; S. D. Kawaler [États-Unis] ; H. Kjeldsen [Danemark] ; A. M. Broomhall [Royaume-Uni] ; E. Corsaro [Italie] ; D. Salabert [France] ; D. T. Sanderfer [États-Unis] ; S. E. Seader [États-Unis] ; J. C. Smith [États-Unis]

Source :

RBID : Pascal:12-0058075

Descripteurs français

English descriptors

Abstract

We have analyzed solar-like oscillations in ˜1700 stars observed by the Kepler Mission, spanning from the main sequence to the red clump. Using evolutionary models, we test asteroseismic scaling relations for the frequency of maximum power (νmax), the large frequency separation (Δν), and oscillation amplitudes. We show that the difference of the Δν-νmax relation for unevolved and evolved stars can be explained by different distributions in effective temperature and stellar mass, in agreement with what is expected from scaling relations. For oscillation amplitudes, we show that neither (L/M)s scaling nor the revised scaling relation by Kjeldsen & Bedding is accurate for red-giant stars, and demonstrate that a revised scaling relation with a separate luminosity-mass dependence can be used to calculate amplitudes from the main sequence to red giants to a precision of ˜25%. The residuals show an offset particularly for unevolved stars, suggesting that an additional physical dependency is necessary to fully reproduce the observed amplitudes. We investigate correlations between amplitudes and stellar activity, and find evidence that the effect of amplitude suppression is most pronounced for subgiant stars. Finally, we test the location of the cool edge of the instability strip in the Hertzsprung-Russell diagram using solar-like oscillations and find the detections in the hottest stars compatible with a domain of hybrid stochastically excited and opacity driven pulsation.


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<region type="region" nuts="2">Provence-Alpes-Côte d'Azur</region>
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<s1>SETI Institute/NASA Ames Research Center, MS 244-30</s1>
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<title xml:lang="en" level="a">TESTING SCALING RELATIONS FOR SOLAR-LIKE OSCILLATIONS FROM THE MAIN SEQUENCE TO RED GIANTS USING KEPLER DATA</title>
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<name sortKey="Huber, D" sort="Huber, D" uniqKey="Huber D" first="D." last="Huber">D. Huber</name>
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<s1>Sydney Institute for Astronomy (SIfA), School of Physics, University of Sydney</s1>
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<sZ>1 aut.</sZ>
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</inist:fA14>
<country>Australie</country>
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<settlement type="city">Sydney</settlement>
<region type="état">Nouvelle-Galles du Sud</region>
</placeName>
<orgName type="university">Université de Sydney</orgName>
</affiliation>
</author>
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<name sortKey="Bedding, T R" sort="Bedding, T R" uniqKey="Bedding T" first="T. R." last="Bedding">T. R. Bedding</name>
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<s1>Sydney Institute for Astronomy (SIfA), School of Physics, University of Sydney</s1>
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<sZ>1 aut.</sZ>
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<country>Australie</country>
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<settlement type="city">Sydney</settlement>
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</placeName>
<orgName type="university">Université de Sydney</orgName>
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<name sortKey="Stello, D" sort="Stello, D" uniqKey="Stello D" first="D." last="Stello">D. Stello</name>
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<inist:fA14 i1="01">
<s1>Sydney Institute for Astronomy (SIfA), School of Physics, University of Sydney</s1>
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<sZ>1 aut.</sZ>
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<settlement type="city">Sydney</settlement>
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</placeName>
<orgName type="university">Université de Sydney</orgName>
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<name sortKey="Hekker, S" sort="Hekker, S" uniqKey="Hekker S" first="S." last="Hekker">S. Hekker</name>
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<s1>Astronomical Institute 'Anton Pannekoek', University of Amsterdam, Science Park 904</s1>
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</inist:fA14>
<country>Pays-Bas</country>
<wicri:noRegion>1098 XH Amsterdam</wicri:noRegion>
<orgName type="university">Université d'Amsterdam</orgName>
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<settlement type="city">Amsterdam</settlement>
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</placeName>
</affiliation>
<affiliation wicri:level="4">
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<s1>School of Physics and Astronomy, University of Birmingham</s1>
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<settlement type="city">Birmingham</settlement>
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<orgName type="university">Université de Birmingham</orgName>
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<name sortKey="Mathur, S" sort="Mathur, S" uniqKey="Mathur S" first="S." last="Mathur">S. Mathur</name>
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<s1>High Altitude Observatory, NCAR, P.O. Box 3000</s1>
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<name sortKey="Mosser, B" sort="Mosser, B" uniqKey="Mosser B" first="B." last="Mosser">B. Mosser</name>
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<s1>LESIA, CNRS, Université Pierre et Marie Curie, Université Denis, Diderot, Observatoire de Paris</s1>
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<country>France</country>
<wicri:noRegion>92195 Meudon</wicri:noRegion>
<wicri:noRegion>Observatoire de Paris</wicri:noRegion>
<wicri:noRegion>92195 Meudon</wicri:noRegion>
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<settlement type="city">Paris</settlement>
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<name sortKey="Verner, G A" sort="Verner, G A" uniqKey="Verner G" first="G. A." last="Verner">G. A. Verner</name>
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<s1>School of Physics and Astronomy, University of Birmingham</s1>
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<settlement type="city">Birmingham</settlement>
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<orgName type="university">Université de Birmingham</orgName>
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<s1>Astronomy Unit, Queen Mary University of London, Mile End Road</s1>
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</inist:fA14>
<country>Royaume-Uni</country>
<wicri:noRegion>London E1 4NS</wicri:noRegion>
<orgName type="university">Université de Londres</orgName>
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<settlement type="city">Londres</settlement>
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<name sortKey="Bonanno, A" sort="Bonanno, A" uniqKey="Bonanno A" first="A." last="Bonanno">A. Bonanno</name>
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<inist:fA14 i1="07">
<s1>INAF Osservatorio Astrofisico di Catania</s1>
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</inist:fA14>
<country>Italie</country>
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<name sortKey="Buzasi, D L" sort="Buzasi, D L" uniqKey="Buzasi D" first="D. L." last="Buzasi">D. L. Buzasi</name>
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<s1>Eureka Scientific, 2452 Delmer Street Suite 100</s1>
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<name sortKey="Campante, T L" sort="Campante, T L" uniqKey="Campante T" first="T. L." last="Campante">T. L. Campante</name>
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<s1>Centro de Astrofisica da Universidade do Porto, Rua das Estrelas</s1>
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<country>Portugal</country>
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<s1>Danish AsteroSeismology Centre (DASC), Department of Physics and Astronomy, Aarhus University</s1>
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<country>Danemark</country>
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<s1>School of Physics and Astronomy, University of Birmingham</s1>
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<settlement type="city">Birmingham</settlement>
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<name sortKey="Hale, S J" sort="Hale, S J" uniqKey="Hale S" first="S. J." last="Hale">S. J. Hale</name>
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<s1>School of Physics and Astronomy, University of Birmingham</s1>
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<settlement type="city">Birmingham</settlement>
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<orgName type="university">Université de Birmingham</orgName>
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<name sortKey="Kallinger, T" sort="Kallinger, T" uniqKey="Kallinger T" first="T." last="Kallinger">T. Kallinger</name>
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<inist:fA14 i1="11">
<s1>Department of Physics and Astronomy, University of British Columbia</s1>
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</inist:fA14>
<country>Canada</country>
<wicri:noRegion>Vancouver</wicri:noRegion>
</affiliation>
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<inist:fA14 i1="12">
<s1>Institute of Astronomy, University of Vienna</s1>
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<sZ>13 aut.</sZ>
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</inist:fA14>
<country>Autriche</country>
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<author>
<name sortKey="Silva Aguirre, V" sort="Silva Aguirre, V" uniqKey="Silva Aguirre V" first="V." last="Silva Aguirre">V. Silva Aguirre</name>
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<s1>Max-Planck-Institut fur Astrophysik, Karl-Schwarzschild-Str. 1</s1>
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</inist:fA14>
<country>Allemagne</country>
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<name sortKey="Chaplin, W J" sort="Chaplin, W J" uniqKey="Chaplin W" first="W. J." last="Chaplin">W. J. Chaplin</name>
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<inist:fA14 i1="03">
<s1>School of Physics and Astronomy, University of Birmingham</s1>
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</inist:fA14>
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<settlement type="city">Birmingham</settlement>
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</placeName>
<orgName type="university">Université de Birmingham</orgName>
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<name sortKey="De Ridder, J" sort="De Ridder, J" uniqKey="De Ridder J" first="J." last="De Ridder">J. De Ridder</name>
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<inist:fA14 i1="14">
<s1>Instituut voor Sterrenkunde, K.U.Leuven</s1>
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</inist:fA14>
<country>Belgique</country>
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</affiliation>
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<name sortKey="Garcia, R A" sort="Garcia, R A" uniqKey="Garcia R" first="R. A." last="Garcia">R. A. Garcia</name>
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<inist:fA14 i1="15">
<s1>Laboratoire AIM, CEA/DSM-CNRS, Universite Paris 7 Diderot, IRFU/SAp, Centre de Saclay</s1>
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</inist:fA14>
<country>France</country>
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<region type="region" nuts="2">Île-de-France</region>
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</affiliation>
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<name sortKey="Appourchaux, T" sort="Appourchaux, T" uniqKey="Appourchaux T" first="T." last="Appourchaux">T. Appourchaux</name>
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<s1>Institut d'Astrophysique Spatiale, UMR 8617, Universite Paris Sud</s1>
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</inist:fA14>
<country>France</country>
<wicri:noRegion>91405 Orsay</wicri:noRegion>
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<settlement type="city">Orsay</settlement>
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</placeName>
<orgName type="university">Université Paris-Sud</orgName>
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<name sortKey="Frandsen, S" sort="Frandsen, S" uniqKey="Frandsen S" first="S." last="Frandsen">S. Frandsen</name>
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<s1>Danish AsteroSeismology Centre (DASC), Department of Physics and Astronomy, Aarhus University</s1>
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</inist:fA14>
<country>Danemark</country>
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<name sortKey="Houdek, G" sort="Houdek, G" uniqKey="Houdek G" first="G." last="Houdek">G. Houdek</name>
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<s1>Institute of Astronomy, University of Vienna</s1>
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</inist:fA14>
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<author>
<name sortKey="Molenda Zakowicz, J" sort="Molenda Zakowicz, J" uniqKey="Molenda Zakowicz J" first="J." last="Molenda-Zakowicz">J. Molenda-Zakowicz</name>
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<s1>Astronomical Institute of the University of Wrocław, ul. Kopernika 11</s1>
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<name sortKey="Christensen Dalsgaard, J" sort="Christensen Dalsgaard, J" uniqKey="Christensen Dalsgaard J" first="J." last="Christensen-Dalsgaard">J. Christensen-Dalsgaard</name>
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<country>Danemark</country>
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<author>
<name sortKey="Gilliland, R L" sort="Gilliland, R L" uniqKey="Gilliland R" first="R. L." last="Gilliland">R. L. Gilliland</name>
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<s1>Space Telescope Science Institute, 3700 San Martin Drive</s1>
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<country>États-Unis</country>
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<author>
<name sortKey="Kawaler, S D" sort="Kawaler, S D" uniqKey="Kawaler S" first="S. D." last="Kawaler">S. D. Kawaler</name>
<affiliation wicri:level="4">
<inist:fA14 i1="19">
<s1>Department of Physics and Astronomy, Iowa State University</s1>
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<sZ>25 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
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<settlement type="city">Ames (Iowa)</settlement>
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<orgName type="university">Université d'État de l'Iowa</orgName>
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<name sortKey="Kjeldsen, H" sort="Kjeldsen, H" uniqKey="Kjeldsen H" first="H." last="Kjeldsen">H. Kjeldsen</name>
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<s1>Danish AsteroSeismology Centre (DASC), Department of Physics and Astronomy, Aarhus University</s1>
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<country>Danemark</country>
<wicri:noRegion>8000 Aarhus</wicri:noRegion>
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</author>
<author>
<name sortKey="Broomhall, A M" sort="Broomhall, A M" uniqKey="Broomhall A" first="A. M." last="Broomhall">A. M. Broomhall</name>
<affiliation wicri:level="4">
<inist:fA14 i1="03">
<s1>School of Physics and Astronomy, University of Birmingham</s1>
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<country>Royaume-Uni</country>
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<settlement type="city">Birmingham</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Midlands de l'Ouest</region>
</placeName>
<orgName type="university">Université de Birmingham</orgName>
</affiliation>
</author>
<author>
<name sortKey="Corsaro, E" sort="Corsaro, E" uniqKey="Corsaro E" first="E." last="Corsaro">E. Corsaro</name>
<affiliation wicri:level="1">
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<country>Italie</country>
<wicri:noRegion>INAF Osservatorio Astrofisico di Catania</wicri:noRegion>
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</author>
<author>
<name sortKey="Salabert, D" sort="Salabert, D" uniqKey="Salabert D" first="D." last="Salabert">D. Salabert</name>
<affiliation wicri:level="3">
<inist:fA14 i1="20">
<s1>Université de Nice Sophia-Antipolis, CNRS, Observatoire de la Côte d'Azur, BP 4229</s1>
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<s3>FRA</s3>
<sZ>29 aut.</sZ>
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<country>France</country>
<placeName>
<region type="region" nuts="2">Provence-Alpes-Côte d'Azur</region>
<settlement type="city">Nice</settlement>
</placeName>
</affiliation>
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<name sortKey="Sanderfer, D T" sort="Sanderfer, D T" uniqKey="Sanderfer D" first="D. T." last="Sanderfer">D. T. Sanderfer</name>
<affiliation wicri:level="1">
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<s2>Moffett Field, CA 94035</s2>
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<country>États-Unis</country>
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</author>
<author>
<name sortKey="Seader, S E" sort="Seader, S E" uniqKey="Seader S" first="S. E." last="Seader">S. E. Seader</name>
<affiliation wicri:level="1">
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<s1>SETI Institute/NASA Ames Research Center, MS 244-30</s1>
<s2>Moffett Field, CA 94035</s2>
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<country>États-Unis</country>
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</author>
<author>
<name sortKey="Smith, J C" sort="Smith, J C" uniqKey="Smith J" first="J. C." last="Smith">J. C. Smith</name>
<affiliation wicri:level="1">
<inist:fA14 i1="22">
<s1>SETI Institute/NASA Ames Research Center, MS 244-30</s1>
<s2>Moffett Field, CA 94035</s2>
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<country>États-Unis</country>
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</analytic>
<series>
<title level="j" type="main">The Astrophysical journal</title>
<title level="j" type="abbreviated">Astrophys. j.</title>
<idno type="ISSN">0004-637X</idno>
<imprint>
<date when="2011">2011</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
<seriesStmt>
<title level="j" type="main">The Astrophysical journal</title>
<title level="j" type="abbreviated">Astrophys. j.</title>
<idno type="ISSN">0004-637X</idno>
</seriesStmt>
</fileDesc>
<profileDesc>
<textClass>
<keywords scheme="KwdEn" xml:lang="en">
<term>Be stars</term>
<term>Correlations</term>
<term>Effective temperature</term>
<term>Giant stars</term>
<term>Instability strip</term>
<term>Late type stars</term>
<term>Luminosity</term>
<term>Models</term>
<term>Opacity</term>
<term>Red giant stars</term>
<term>Red stars</term>
<term>Stellar activity</term>
<term>Stellar mass</term>
<term>Subgiant star</term>
</keywords>
<keywords scheme="Pascal" xml:lang="fr">
<term>Géante rouge</term>
<term>Modèle</term>
<term>Etoile Be</term>
<term>Température effective</term>
<term>Masse stellaire</term>
<term>Etoile rouge</term>
<term>Etoile géante</term>
<term>Luminosité</term>
<term>Corrélation</term>
<term>Activité stellaire</term>
<term>Sous géante</term>
<term>Bande instabilité</term>
<term>Opacité</term>
<term>Etoile type avancé</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">We have analyzed solar-like oscillations in ˜1700 stars observed by the Kepler Mission, spanning from the main sequence to the red clump. Using evolutionary models, we test asteroseismic scaling relations for the frequency of maximum power (νmax), the large frequency separation (Δν), and oscillation amplitudes. We show that the difference of the Δν-νmax relation for unevolved and evolved stars can be explained by different distributions in effective temperature and stellar mass, in agreement with what is expected from scaling relations. For oscillation amplitudes, we show that neither (L/M)s scaling nor the revised scaling relation by Kjeldsen & Bedding is accurate for red-giant stars, and demonstrate that a revised scaling relation with a separate luminosity-mass dependence can be used to calculate amplitudes from the main sequence to red giants to a precision of ˜25%. The residuals show an offset particularly for unevolved stars, suggesting that an additional physical dependency is necessary to fully reproduce the observed amplitudes. We investigate correlations between amplitudes and stellar activity, and find evidence that the effect of amplitude suppression is most pronounced for subgiant stars. Finally, we test the location of the cool edge of the instability strip in the Hertzsprung-Russell diagram using solar-like oscillations and find the detections in the hottest stars compatible with a domain of hybrid stochastically excited and opacity driven pulsation.</div>
</front>
</TEI>
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<list>
<country>
<li>Allemagne</li>
<li>Australie</li>
<li>Autriche</li>
<li>Belgique</li>
<li>Canada</li>
<li>Danemark</li>
<li>France</li>
<li>Italie</li>
<li>Pays-Bas</li>
<li>Pologne</li>
<li>Portugal</li>
<li>Royaume-Uni</li>
<li>États-Unis</li>
</country>
<region>
<li>Angleterre</li>
<li>Grand Londres</li>
<li>Hollande-Septentrionale</li>
<li>Iowa</li>
<li>Midlands de l'Ouest</li>
<li>Nouvelle-Galles du Sud</li>
<li>Provence-Alpes-Côte d'Azur</li>
<li>Vienne (Autriche)</li>
<li>Île-de-France</li>
</region>
<settlement>
<li>Ames (Iowa)</li>
<li>Amsterdam</li>
<li>Birmingham</li>
<li>Gif-sur-Yvette</li>
<li>Londres</li>
<li>Nice</li>
<li>Orsay</li>
<li>Paris</li>
<li>Sydney</li>
<li>Vienne (Autriche)</li>
</settlement>
<orgName>
<li>Université Paris-Sud</li>
<li>Université Pierre-et-Marie-Curie</li>
<li>Université d'Amsterdam</li>
<li>Université d'État de l'Iowa</li>
<li>Université de Birmingham</li>
<li>Université de Londres</li>
<li>Université de Sydney</li>
</orgName>
</list>
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<region name="Nouvelle-Galles du Sud">
<name sortKey="Huber, D" sort="Huber, D" uniqKey="Huber D" first="D." last="Huber">D. Huber</name>
</region>
<name sortKey="Bedding, T R" sort="Bedding, T R" uniqKey="Bedding T" first="T. R." last="Bedding">T. R. Bedding</name>
<name sortKey="Stello, D" sort="Stello, D" uniqKey="Stello D" first="D." last="Stello">D. Stello</name>
</country>
<country name="Pays-Bas">
<region name="Hollande-Septentrionale">
<name sortKey="Hekker, S" sort="Hekker, S" uniqKey="Hekker S" first="S." last="Hekker">S. Hekker</name>
</region>
</country>
<country name="Royaume-Uni">
<region name="Angleterre">
<name sortKey="Hekker, S" sort="Hekker, S" uniqKey="Hekker S" first="S." last="Hekker">S. Hekker</name>
</region>
<name sortKey="Broomhall, A M" sort="Broomhall, A M" uniqKey="Broomhall A" first="A. M." last="Broomhall">A. M. Broomhall</name>
<name sortKey="Chaplin, W J" sort="Chaplin, W J" uniqKey="Chaplin W" first="W. J." last="Chaplin">W. J. Chaplin</name>
<name sortKey="Elsworth, Y P" sort="Elsworth, Y P" uniqKey="Elsworth Y" first="Y. P." last="Elsworth">Y. P. Elsworth</name>
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<name sortKey="Verner, G A" sort="Verner, G A" uniqKey="Verner G" first="G. A." last="Verner">G. A. Verner</name>
<name sortKey="Verner, G A" sort="Verner, G A" uniqKey="Verner G" first="G. A." last="Verner">G. A. Verner</name>
</country>
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<name sortKey="Mathur, S" sort="Mathur, S" uniqKey="Mathur S" first="S." last="Mathur">S. Mathur</name>
</noRegion>
<name sortKey="Buzasi, D L" sort="Buzasi, D L" uniqKey="Buzasi D" first="D. L." last="Buzasi">D. L. Buzasi</name>
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<name sortKey="Kawaler, S D" sort="Kawaler, S D" uniqKey="Kawaler S" first="S. D." last="Kawaler">S. D. Kawaler</name>
<name sortKey="Sanderfer, D T" sort="Sanderfer, D T" uniqKey="Sanderfer D" first="D. T." last="Sanderfer">D. T. Sanderfer</name>
<name sortKey="Seader, S E" sort="Seader, S E" uniqKey="Seader S" first="S. E." last="Seader">S. E. Seader</name>
<name sortKey="Smith, J C" sort="Smith, J C" uniqKey="Smith J" first="J. C." last="Smith">J. C. Smith</name>
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<region name="Île-de-France">
<name sortKey="Mosser, B" sort="Mosser, B" uniqKey="Mosser B" first="B." last="Mosser">B. Mosser</name>
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<name sortKey="Salabert, D" sort="Salabert, D" uniqKey="Salabert D" first="D." last="Salabert">D. Salabert</name>
</country>
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<noRegion>
<name sortKey="Bonanno, A" sort="Bonanno, A" uniqKey="Bonanno A" first="A." last="Bonanno">A. Bonanno</name>
</noRegion>
<name sortKey="Corsaro, E" sort="Corsaro, E" uniqKey="Corsaro E" first="E." last="Corsaro">E. Corsaro</name>
</country>
<country name="Portugal">
<noRegion>
<name sortKey="Campante, T L" sort="Campante, T L" uniqKey="Campante T" first="T. L." last="Campante">T. L. Campante</name>
</noRegion>
<name sortKey="Monteiro, M J P F G" sort="Monteiro, M J P F G" uniqKey="Monteiro M" first="M. J. P. F. G." last="Monteiro">M. J. P. F. G. Monteiro</name>
</country>
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<noRegion>
<name sortKey="Campante, T L" sort="Campante, T L" uniqKey="Campante T" first="T. L." last="Campante">T. L. Campante</name>
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<name sortKey="Christensen Dalsgaard, J" sort="Christensen Dalsgaard, J" uniqKey="Christensen Dalsgaard J" first="J." last="Christensen-Dalsgaard">J. Christensen-Dalsgaard</name>
<name sortKey="Frandsen, S" sort="Frandsen, S" uniqKey="Frandsen S" first="S." last="Frandsen">S. Frandsen</name>
<name sortKey="Kjeldsen, H" sort="Kjeldsen, H" uniqKey="Kjeldsen H" first="H." last="Kjeldsen">H. Kjeldsen</name>
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<noRegion>
<name sortKey="Kallinger, T" sort="Kallinger, T" uniqKey="Kallinger T" first="T." last="Kallinger">T. Kallinger</name>
</noRegion>
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<region name="Vienne (Autriche)">
<name sortKey="Kallinger, T" sort="Kallinger, T" uniqKey="Kallinger T" first="T." last="Kallinger">T. Kallinger</name>
</region>
<name sortKey="Houdek, G" sort="Houdek, G" uniqKey="Houdek G" first="G." last="Houdek">G. Houdek</name>
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<country name="Allemagne">
<noRegion>
<name sortKey="Silva Aguirre, V" sort="Silva Aguirre, V" uniqKey="Silva Aguirre V" first="V." last="Silva Aguirre">V. Silva Aguirre</name>
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</country>
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<noRegion>
<name sortKey="De Ridder, J" sort="De Ridder, J" uniqKey="De Ridder J" first="J." last="De Ridder">J. De Ridder</name>
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<noRegion>
<name sortKey="Molenda Zakowicz, J" sort="Molenda Zakowicz, J" uniqKey="Molenda Zakowicz J" first="J." last="Molenda-Zakowicz">J. Molenda-Zakowicz</name>
</noRegion>
</country>
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</affiliations>
</record>

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