A BAYESIAN APPROACH TO LOCATING THE RED GIANT BRANCH TIP MAGNITUDE. I.
Identifieur interne : 006E08 ( Main/Exploration ); précédent : 006E07; suivant : 006E09A BAYESIAN APPROACH TO LOCATING THE RED GIANT BRANCH TIP MAGNITUDE. I.
Auteurs : A. R. Conn [Australie, France] ; G. F. Lewis [Australie] ; R. A. Ibata [France] ; Q. A. Parker [Australie] ; D. B. Zucker [Australie] ; A. W. Mcconnachie [Canada] ; N. F. Martin [Allemagne] ; M. J. Irwin [Royaume-Uni] ; N. Tanvir [Royaume-Uni] ; M. A. Fardal [États-Unis] ; A. M. N. Ferguson [Royaume-Uni]Source :
- The Astrophysical journal [ 0004-637X ] ; 2011.
Descripteurs français
- Pascal (Inist)
English descriptors
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Abstract
We present a new approach for identifying the tip of the red giant branch (TRGB) which, as we show, works robustly even on sparsely populated targets. Moreover, the approach is highly adaptable to the available data for the stellar population under study, with prior information readily incorporable into the algorithm. The uncertainty in the derived distances is also made tangible and easily calculable from posterior probability distributions. We provide an outline of the development of the algorithm and present the results of tests designed to characterize its capabilities and limitations. We then apply the new algorithm to three M31 satellites: Andromeda I, Andromeda II, and the fainter Andromeda XXIII, using data from the Pan-Andromeda Archaeological Survey (PAndAS), and derive their distances as 731(+5)+18(-4)-17 kpc, 634(+2)+15(-2)-14 kpc, and 733(+13)+23(-11)-22 kpc, respectively, where the errors appearing in parentheses are the components intrinsic to the method, while the larger values give the errors after accounting for additional sources of error. These results agree well with the best distance determinations in the literature and provide the smallest uncertainties to date. This paper is an introduction to the workings and capabilities of our new approach in its basic form, while a follow-up paper shall make full use of the method's ability to incorporate priors and use the resulting algorithm to systematically obtain distances to all of M31's satellites identifiable in the PAndAS survey area.
Affiliations:
- Allemagne, Australie, Canada, France, Royaume-Uni, États-Unis
- Alsace (région administrative), Angleterre, Angleterre de l'Est, Bade-Wurtemberg, District de Karlsruhe, Grand Est, Massachusetts, Nouvelle-Galles du Sud, Écosse
- Amherst (Massachusetts), Cambridge, Heidelberg, Strasbourg, Sydney, Édimbourg
- Université d'Édimbourg, Université de Cambridge, Université de Strasbourg, Université de Sydney, Université du Massachusetts
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Conn</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Department of Physics & Astronomy, Macquarie University</s1><s2>Sydney 2109</s2><s3>AUS</s3><sZ>1 aut.</sZ><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName></affiliation><affiliation wicri:level="4"><inist:fA14 i1="02"><s1>Observatoire Astronomique, Université de Strasbourg, CNRS</s1><s2>67000 Strasbourg</s2><s3>FRA</s3><sZ>1 aut.</sZ><sZ>3 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>67000 Strasbourg</wicri:noRegion><placeName><settlement type="city">Strasbourg</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Alsace (région administrative)</region><settlement type="city">Strasbourg</settlement></placeName><orgName type="university">Université de Strasbourg</orgName></affiliation></author><author><name sortKey="Lewis, G F" sort="Lewis, G F" uniqKey="Lewis G" first="G. 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Parker</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Department of Physics & Astronomy, Macquarie University</s1><s2>Sydney 2109</s2><s3>AUS</s3><sZ>1 aut.</sZ><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName></affiliation><affiliation wicri:level="1"><inist:fA14 i1="04"><s1>Australian Astronomical Observatory</s1><s2>Epping, NSW 2121</s2><s3>AUS</s3><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Australian Astronomical Observatory</wicri:noRegion></affiliation></author><author><name sortKey="Zucker, D B" sort="Zucker, D B" uniqKey="Zucker D" first="D. B." last="Zucker">D. B. Zucker</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Department of Physics & Astronomy, Macquarie University</s1><s2>Sydney 2109</s2><s3>AUS</s3><sZ>1 aut.</sZ><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName></affiliation><affiliation wicri:level="1"><inist:fA14 i1="04"><s1>Australian Astronomical Observatory</s1><s2>Epping, NSW 2121</s2><s3>AUS</s3><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Australian Astronomical Observatory</wicri:noRegion></affiliation></author><author><name sortKey="Mcconnachie, A W" sort="Mcconnachie, A W" uniqKey="Mcconnachie A" first="A. W." last="Mcconnachie">A. W. Mcconnachie</name><affiliation wicri:level="1"><inist:fA14 i1="05"><s1>NRC Herzberg Institute of Astrophysics</s1><s2>Victoria, British Columbia V9E 2E7</s2><s3>CAN</s3><sZ>6 aut.</sZ></inist:fA14><country>Canada</country><wicri:noRegion>NRC Herzberg Institute of Astrophysics</wicri:noRegion></affiliation></author><author><name sortKey="Martin, N F" sort="Martin, N F" uniqKey="Martin N" first="N. F." last="Martin">N. F. Martin</name><affiliation wicri:level="3"><inist:fA14 i1="06"><s1>Max-Planck-Institut für Astronomie</s1><s2>69117 Heidelberg</s2><s3>DEU</s3><sZ>7 aut.</sZ></inist:fA14><country>Allemagne</country><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Karlsruhe</region><settlement type="city">Heidelberg</settlement></placeName></affiliation></author><author><name sortKey="Irwin, M J" sort="Irwin, M J" uniqKey="Irwin M" first="M. J." last="Irwin">M. J. Irwin</name><affiliation wicri:level="4"><inist:fA14 i1="07"><s1>Institute of Astronomy, University of Cambridge</s1><s2>Cambridge CB3 0HA</s2><s3>GBR</s3><sZ>8 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Cambridge</settlement><region type="country">Angleterre</region><region type="région" nuts="1">Angleterre de l'Est</region></placeName><orgName type="university">Université de Cambridge</orgName></affiliation></author><author><name sortKey="Tanvir, N" sort="Tanvir, N" uniqKey="Tanvir N" first="N." last="Tanvir">N. Tanvir</name><affiliation wicri:level="1"><inist:fA14 i1="08"><s1>Department of Physics and Astronomy, University of Leicester</s1><s2>Leicester LE1 7RH</s2><s3>GBR</s3><sZ>9 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>Leicester LE1 7RH</wicri:noRegion></affiliation></author><author><name sortKey="Fardal, M A" sort="Fardal, M A" uniqKey="Fardal M" first="M. A." last="Fardal">M. A. Fardal</name><affiliation wicri:level="4"><inist:fA14 i1="09"><s1>Department of Astronomy, University of Massachusetts, LGRT 619-E</s1><s2>Amherst, MA 01003-9305</s2><s3>USA</s3><sZ>10 aut.</sZ></inist:fA14><country>États-Unis</country><wicri:noRegion>Amherst, MA 01003-9305</wicri:noRegion><orgName type="university">Université du Massachusetts</orgName><placeName><settlement type="city">Amherst (Massachusetts)</settlement><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Ferguson, A M N" sort="Ferguson, A M N" uniqKey="Ferguson A" first="A. M. N." last="Ferguson">A. M. N. Ferguson</name><affiliation wicri:level="4"><inist:fA14 i1="10"><s1>Institute for Astronomy, University of Edinburgh, Royal Observatory</s1><s2>Edinburgh EH9 3HJ</s2><s3>GBR</s3><sZ>11 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>Edinburgh EH9 3HJ</wicri:noRegion><orgName type="university">Université d'Édimbourg</orgName><placeName><settlement type="city">Édimbourg</settlement><region type="country">Écosse</region></placeName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">INIST</idno><idno type="inist">11-0469518</idno><date when="2011">2011</date><idno type="stanalyst">PASCAL 11-0469518 INIST</idno><idno type="RBID">Pascal:11-0469518</idno><idno type="wicri:Area/PascalFrancis/Corpus">001873</idno><idno type="wicri:Area/PascalFrancis/Curation">004683</idno><idno type="wicri:Area/PascalFrancis/Checkpoint">001E31</idno><idno type="wicri:explorRef" wicri:stream="PascalFrancis" wicri:step="Checkpoint">001E31</idno><idno type="wicri:doubleKey">0004-637X:2011:Conn A:a:bayesian:approach</idno><idno type="wicri:Area/Main/Merge">007282</idno><idno type="wicri:Area/Main/Curation">006E08</idno><idno type="wicri:Area/Main/Exploration">006E08</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a">A BAYESIAN APPROACH TO LOCATING THE RED GIANT BRANCH TIP MAGNITUDE. I.</title><author><name sortKey="Conn, A R" sort="Conn, A R" uniqKey="Conn A" first="A. R." last="Conn">A. R. Conn</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Department of Physics & Astronomy, Macquarie University</s1><s2>Sydney 2109</s2><s3>AUS</s3><sZ>1 aut.</sZ><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName></affiliation><affiliation wicri:level="4"><inist:fA14 i1="02"><s1>Observatoire Astronomique, Université de Strasbourg, CNRS</s1><s2>67000 Strasbourg</s2><s3>FRA</s3><sZ>1 aut.</sZ><sZ>3 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>67000 Strasbourg</wicri:noRegion><placeName><settlement type="city">Strasbourg</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Alsace (région administrative)</region><settlement type="city">Strasbourg</settlement></placeName><orgName type="university">Université de Strasbourg</orgName></affiliation></author><author><name sortKey="Lewis, G F" sort="Lewis, G F" uniqKey="Lewis G" first="G. F." last="Lewis">G. F. Lewis</name><affiliation wicri:level="4"><inist:fA14 i1="03"><s1>Institute of Astronomy, School of Physics. A29, University of Sydney</s1><s2>Sydney, NSW 2006</s2><s3>AUS</s3><sZ>2 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName><orgName type="university">Université de Sydney</orgName></affiliation></author><author><name sortKey="Ibata, R A" sort="Ibata, R A" uniqKey="Ibata R" first="R. A." last="Ibata">R. A. Ibata</name><affiliation wicri:level="4"><inist:fA14 i1="02"><s1>Observatoire Astronomique, Université de Strasbourg, CNRS</s1><s2>67000 Strasbourg</s2><s3>FRA</s3><sZ>1 aut.</sZ><sZ>3 aut.</sZ></inist:fA14><country>France</country><placeName><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Alsace (région administrative)</region><settlement type="city">Strasbourg</settlement><settlement type="city">Strasbourg</settlement></placeName><orgName type="university">Université de Strasbourg</orgName></affiliation></author><author><name sortKey="Parker, Q A" sort="Parker, Q A" uniqKey="Parker Q" first="Q. A." last="Parker">Q. A. Parker</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Department of Physics & Astronomy, Macquarie University</s1><s2>Sydney 2109</s2><s3>AUS</s3><sZ>1 aut.</sZ><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName></affiliation><affiliation wicri:level="1"><inist:fA14 i1="04"><s1>Australian Astronomical Observatory</s1><s2>Epping, NSW 2121</s2><s3>AUS</s3><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Australian Astronomical Observatory</wicri:noRegion></affiliation></author><author><name sortKey="Zucker, D B" sort="Zucker, D B" uniqKey="Zucker D" first="D. B." last="Zucker">D. B. Zucker</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Department of Physics & Astronomy, Macquarie University</s1><s2>Sydney 2109</s2><s3>AUS</s3><sZ>1 aut.</sZ><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><placeName><settlement type="city">Sydney</settlement><region type="état">Nouvelle-Galles du Sud</region></placeName></affiliation><affiliation wicri:level="1"><inist:fA14 i1="04"><s1>Australian Astronomical Observatory</s1><s2>Epping, NSW 2121</s2><s3>AUS</s3><sZ>4 aut.</sZ><sZ>5 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Australian Astronomical Observatory</wicri:noRegion></affiliation></author><author><name sortKey="Mcconnachie, A W" sort="Mcconnachie, A W" uniqKey="Mcconnachie A" first="A. W." last="Mcconnachie">A. W. Mcconnachie</name><affiliation wicri:level="1"><inist:fA14 i1="05"><s1>NRC Herzberg Institute of Astrophysics</s1><s2>Victoria, British Columbia V9E 2E7</s2><s3>CAN</s3><sZ>6 aut.</sZ></inist:fA14><country>Canada</country><wicri:noRegion>NRC Herzberg Institute of Astrophysics</wicri:noRegion></affiliation></author><author><name sortKey="Martin, N F" sort="Martin, N F" uniqKey="Martin N" first="N. F." last="Martin">N. F. Martin</name><affiliation wicri:level="3"><inist:fA14 i1="06"><s1>Max-Planck-Institut für Astronomie</s1><s2>69117 Heidelberg</s2><s3>DEU</s3><sZ>7 aut.</sZ></inist:fA14><country>Allemagne</country><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Karlsruhe</region><settlement type="city">Heidelberg</settlement></placeName></affiliation></author><author><name sortKey="Irwin, M J" sort="Irwin, M J" uniqKey="Irwin M" first="M. J." last="Irwin">M. J. Irwin</name><affiliation wicri:level="4"><inist:fA14 i1="07"><s1>Institute of Astronomy, University of Cambridge</s1><s2>Cambridge CB3 0HA</s2><s3>GBR</s3><sZ>8 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Cambridge</settlement><region type="country">Angleterre</region><region type="région" nuts="1">Angleterre de l'Est</region></placeName><orgName type="university">Université de Cambridge</orgName></affiliation></author><author><name sortKey="Tanvir, N" sort="Tanvir, N" uniqKey="Tanvir N" first="N." last="Tanvir">N. Tanvir</name><affiliation wicri:level="1"><inist:fA14 i1="08"><s1>Department of Physics and Astronomy, University of Leicester</s1><s2>Leicester LE1 7RH</s2><s3>GBR</s3><sZ>9 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>Leicester LE1 7RH</wicri:noRegion></affiliation></author><author><name sortKey="Fardal, M A" sort="Fardal, M A" uniqKey="Fardal M" first="M. A." last="Fardal">M. A. Fardal</name><affiliation wicri:level="4"><inist:fA14 i1="09"><s1>Department of Astronomy, University of Massachusetts, LGRT 619-E</s1><s2>Amherst, MA 01003-9305</s2><s3>USA</s3><sZ>10 aut.</sZ></inist:fA14><country>États-Unis</country><wicri:noRegion>Amherst, MA 01003-9305</wicri:noRegion><orgName type="university">Université du Massachusetts</orgName><placeName><settlement type="city">Amherst (Massachusetts)</settlement><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Ferguson, A M N" sort="Ferguson, A M N" uniqKey="Ferguson A" first="A. M. N." last="Ferguson">A. M. N. Ferguson</name><affiliation wicri:level="4"><inist:fA14 i1="10"><s1>Institute for Astronomy, University of Edinburgh, Royal Observatory</s1><s2>Edinburgh EH9 3HJ</s2><s3>GBR</s3><sZ>11 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>Edinburgh EH9 3HJ</wicri:noRegion><orgName type="university">Université d'Édimbourg</orgName><placeName><settlement type="city">Édimbourg</settlement><region type="country">Écosse</region></placeName></affiliation></author></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>Algorithms</term><term>Distance measurement</term><term>Galaxies</term><term>Local group</term><term>Pan</term><term>Probability distribution</term><term>Red giant stars</term><term>Saturn satellite</term><term>Stellar content</term><term>Stellar population</term><term>Uncertainty</term></keywords><keywords scheme="Pascal" xml:lang="fr"><term>Géante rouge</term><term>Population stellaire</term><term>Algorithme</term><term>Incertitude</term><term>Loi probabilité</term><term>Pan</term><term>Mesure distance</term><term>Galaxies</term><term>Contenu stellaire</term><term>Groupe local</term><term>Satellite Saturne</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">We present a new approach for identifying the tip of the red giant branch (TRGB) which, as we show, works robustly even on sparsely populated targets. Moreover, the approach is highly adaptable to the available data for the stellar population under study, with prior information readily incorporable into the algorithm. The uncertainty in the derived distances is also made tangible and easily calculable from posterior probability distributions. We provide an outline of the development of the algorithm and present the results of tests designed to characterize its capabilities and limitations. We then apply the new algorithm to three M31 satellites: Andromeda I, Andromeda II, and the fainter Andromeda XXIII, using data from the Pan-Andromeda Archaeological Survey (PAndAS), and derive their distances as 731<sup>(+5)+18</sup><sub>(-4)-17</sub> kpc, 634<sup>(+2)+15</sup><sub>(-2)-14</sub> kpc, and 733<sup>(+13)+23</sup><sub>(-11)-22</sub> kpc, respectively, where the errors appearing in parentheses are the components intrinsic to the method, while the larger values give the errors after accounting for additional sources of error. These results agree well with the best distance determinations in the literature and provide the smallest uncertainties to date. This paper is an introduction to the workings and capabilities of our new approach in its basic form, while a follow-up paper shall make full use of the method's ability to incorporate priors and use the resulting algorithm to systematically obtain distances to all of M31's satellites identifiable in the PAndAS survey area.</div></front></TEI><affiliations><list><country><li>Allemagne</li><li>Australie</li><li>Canada</li><li>France</li><li>Royaume-Uni</li><li>États-Unis</li></country><region><li>Alsace (région administrative)</li><li>Angleterre</li><li>Angleterre de l'Est</li><li>Bade-Wurtemberg</li><li>District de Karlsruhe</li><li>Grand Est</li><li>Massachusetts</li><li>Nouvelle-Galles du Sud</li><li>Écosse</li></region><settlement><li>Amherst (Massachusetts)</li><li>Cambridge</li><li>Heidelberg</li><li>Strasbourg</li><li>Sydney</li><li>Édimbourg</li></settlement><orgName><li>Université d'Édimbourg</li><li>Université de Cambridge</li><li>Université de Strasbourg</li><li>Université de Sydney</li><li>Université du Massachusetts</li></orgName></list><tree><country name="Australie"><region name="Nouvelle-Galles du Sud"><name sortKey="Conn, A R" sort="Conn, A R" uniqKey="Conn A" first="A. R." last="Conn">A. R. Conn</name></region><name sortKey="Lewis, G F" sort="Lewis, G F" uniqKey="Lewis G" first="G. F." last="Lewis">G. F. Lewis</name><name sortKey="Parker, Q A" sort="Parker, Q A" uniqKey="Parker Q" first="Q. A." last="Parker">Q. A. Parker</name><name sortKey="Parker, Q A" sort="Parker, Q A" uniqKey="Parker Q" first="Q. A." last="Parker">Q. A. Parker</name><name sortKey="Zucker, D B" sort="Zucker, D B" uniqKey="Zucker D" first="D. B." last="Zucker">D. B. Zucker</name><name sortKey="Zucker, D B" sort="Zucker, D B" uniqKey="Zucker D" first="D. B." last="Zucker">D. B. Zucker</name></country><country name="France"><region name="Grand Est"><name sortKey="Conn, A R" sort="Conn, A R" uniqKey="Conn A" first="A. R." last="Conn">A. R. Conn</name></region><name sortKey="Ibata, R A" sort="Ibata, R A" uniqKey="Ibata R" first="R. A." last="Ibata">R. A. Ibata</name></country><country name="Canada"><noRegion><name sortKey="Mcconnachie, A W" sort="Mcconnachie, A W" uniqKey="Mcconnachie A" first="A. W." last="Mcconnachie">A. W. Mcconnachie</name></noRegion></country><country name="Allemagne"><region name="Bade-Wurtemberg"><name sortKey="Martin, N F" sort="Martin, N F" uniqKey="Martin N" first="N. F." last="Martin">N. F. Martin</name></region></country><country name="Royaume-Uni"><region name="Angleterre"><name sortKey="Irwin, M J" sort="Irwin, M J" uniqKey="Irwin M" first="M. J." last="Irwin">M. J. Irwin</name></region><name sortKey="Ferguson, A M N" sort="Ferguson, A M N" uniqKey="Ferguson A" first="A. M. N." last="Ferguson">A. M. N. Ferguson</name><name sortKey="Tanvir, N" sort="Tanvir, N" uniqKey="Tanvir N" first="N." last="Tanvir">N. Tanvir</name></country><country name="États-Unis"><region name="Massachusetts"><name sortKey="Fardal, M A" sort="Fardal, M A" uniqKey="Fardal M" first="M. A." last="Fardal">M. A. 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