The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics
ecent cosmological hydrodynamical simulations suggest that integral field spectroscopy can connect the high-order stellar kinematic moments h 3 (~skewness) and h 4 (~kurtosis) in galaxies to their cosmological assembly history. Here, we assess these results by measuring the stellar kinematics on a s...
Published in: | The Astrophysical Journal |
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Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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2017
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Online Access: | https://researchers.mq.edu.au/en/publications/fd646d49-b6c4-4c6e-8b81-7413e258292d https://doi.org/10.3847/1538-4357/835/1/104 https://research-management.mq.edu.au/ws/files/86293933/Publisher_version_open_access_.pdf http://purl.org/au-research/grants/arc/FT140100255 http://purl.org/au-research/grants/arc/CE110001020 http://www.scopus.com/inward/record.url?scp=85011279106&partnerID=8YFLogxK |
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ftmacquarieunicr:oai:https://researchers.mq.edu.au:publications/fd646d49-b6c4-4c6e-8b81-7413e258292d |
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Open Polar |
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Macquarie University Research Portal |
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ftmacquarieunicr |
language |
English |
topic |
cosmology: observations galaxies: evolution galaxies: formation galaxies: kinematics and dynamics galaxies: stellar content galaxies: structure |
spellingShingle |
cosmology: observations galaxies: evolution galaxies: formation galaxies: kinematics and dynamics galaxies: stellar content galaxies: structure Sande, Jesse Van De Bland-Hawthorn, Joss Fogarty, Lisa M. R. Cortese, Luca d'Eugenio, Francesco Croom, Scott M. Scott, Nicholas Allen, James T. Brough, Sarah Bryant, Julia J. Cecil, Gerald Colless, Matthew Couch, Warrick J. Davies, Roger Elahi, Pascal J. Foster, Caroline Goldstein, Gregory Goodwin, Michael Groves, Brent Ho, I-Ting Jeong, Hyunjin Jones, D. Heath Konstantopoulos, Iraklis S. Lawrence, Jon S. Lee, Sarah K. López-Sánchez, Ángel McDermid, Richard M. McElroy, Rebecca Medling, Anne M. Oh, Sree Owers, Matt S. Richards, Samuel N. Schaefer, Adam L. Sharp, Rob Sweet, Sarah M. Taranu, Dan Tonini, Chiara Jakob Walcher, C. Yi, Sukyoung K. The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics |
topic_facet |
cosmology: observations galaxies: evolution galaxies: formation galaxies: kinematics and dynamics galaxies: stellar content galaxies: structure |
description |
ecent cosmological hydrodynamical simulations suggest that integral field spectroscopy can connect the high-order stellar kinematic moments h 3 (~skewness) and h 4 (~kurtosis) in galaxies to their cosmological assembly history. Here, we assess these results by measuring the stellar kinematics on a sample of 315 galaxies, without a morphological selection, using two-dimensional integral field data from the SAMI Galaxy Survey. Proxies for the spin parameter (λ R e ) and ellipticity ( ∈ e ) are used to separate fast and slow rotators; there exists a good correspondence to regular and non-regular rotators, respectively, as also seen in earlier studies. We confirm that regular rotators show a strong h 3 versus V / σ anti-correlation, whereas quasi-regular and non-regular rotators show a more vertical relation in h 3 and V / σ . Motivated by recent cosmological simulations, we develop an alternative approach to kinematically classify galaxies from their individual h 3 versus V / σ signatures. Within the SAMI Galaxy Survey, we identify five classes of high-order stellar kinematic signatures using Gaussian mixture models. Class 1 corresponds to slow rotators, whereas Classes 2–5 correspond to fast rotators. We find that galaxies with similar λ R e - ∈ e values can show distinctly different h 3 - V / σ signatures. Class 5 objects are previously unidentified fast rotators that show a weak h 3 versus V / σ anti-correlation. From simulations, these objects are predicted to be disk-less galaxies formed by gas-poor mergers. From morphological examination, however, there is evidence for large stellar disks. Instead, Class 5 objects are more likely disturbed galaxies, have counter-rotating bulges, or bars in edge-on galaxies. Finally, we interpret the strong anti-correlation in h 3 versus V / σ as evidence for disks in most fast rotators, suggesting a dearth of gas-poor mergers among fast rotators. |
format |
Article in Journal/Newspaper |
author |
Sande, Jesse Van De Bland-Hawthorn, Joss Fogarty, Lisa M. R. Cortese, Luca d'Eugenio, Francesco Croom, Scott M. Scott, Nicholas Allen, James T. Brough, Sarah Bryant, Julia J. Cecil, Gerald Colless, Matthew Couch, Warrick J. Davies, Roger Elahi, Pascal J. Foster, Caroline Goldstein, Gregory Goodwin, Michael Groves, Brent Ho, I-Ting Jeong, Hyunjin Jones, D. Heath Konstantopoulos, Iraklis S. Lawrence, Jon S. Lee, Sarah K. López-Sánchez, Ángel McDermid, Richard M. McElroy, Rebecca Medling, Anne M. Oh, Sree Owers, Matt S. Richards, Samuel N. Schaefer, Adam L. Sharp, Rob Sweet, Sarah M. Taranu, Dan Tonini, Chiara Jakob Walcher, C. Yi, Sukyoung K. |
author_facet |
Sande, Jesse Van De Bland-Hawthorn, Joss Fogarty, Lisa M. R. Cortese, Luca d'Eugenio, Francesco Croom, Scott M. Scott, Nicholas Allen, James T. Brough, Sarah Bryant, Julia J. Cecil, Gerald Colless, Matthew Couch, Warrick J. Davies, Roger Elahi, Pascal J. Foster, Caroline Goldstein, Gregory Goodwin, Michael Groves, Brent Ho, I-Ting Jeong, Hyunjin Jones, D. Heath Konstantopoulos, Iraklis S. Lawrence, Jon S. Lee, Sarah K. López-Sánchez, Ángel McDermid, Richard M. McElroy, Rebecca Medling, Anne M. Oh, Sree Owers, Matt S. Richards, Samuel N. Schaefer, Adam L. Sharp, Rob Sweet, Sarah M. Taranu, Dan Tonini, Chiara Jakob Walcher, C. Yi, Sukyoung K. |
author_sort |
Sande, Jesse Van De |
title |
The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics |
title_short |
The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics |
title_full |
The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics |
title_fullStr |
The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics |
title_full_unstemmed |
The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics |
title_sort |
sami galaxy survey:revisiting galaxy classification through high-order stellar kinematics |
publishDate |
2017 |
url |
https://researchers.mq.edu.au/en/publications/fd646d49-b6c4-4c6e-8b81-7413e258292d https://doi.org/10.3847/1538-4357/835/1/104 https://research-management.mq.edu.au/ws/files/86293933/Publisher_version_open_access_.pdf http://purl.org/au-research/grants/arc/FT140100255 http://purl.org/au-research/grants/arc/CE110001020 http://www.scopus.com/inward/record.url?scp=85011279106&partnerID=8YFLogxK |
genre |
sami |
genre_facet |
sami |
op_source |
Sande , J V D , Bland-Hawthorn , J , Fogarty , L M R , Cortese , L , d'Eugenio , F , Croom , S M , Scott , N , Allen , J T , Brough , S , Bryant , J J , Cecil , G , Colless , M , Couch , W J , Davies , R , Elahi , P J , Foster , C , Goldstein , G , Goodwin , M , Groves , B , Ho , I-T , Jeong , H , Jones , D H , Konstantopoulos , I S , Lawrence , J S , Lee , S K , López-Sánchez , Á , McDermid , R M , McElroy , R , Medling , A M , Oh , S , Owers , M S , Richards , S N , Schaefer , A L , Sharp , R , Sweet , S M , Taranu , D , Tonini , C , Jakob Walcher , C & Yi , S K 2017 , ' The SAMI Galaxy Survey : revisiting galaxy classification through high-order stellar kinematics ' , Astrophysical Journal , vol. 835 , no. 1 , 104 , pp. 1-35 . https://doi.org/10.3847/1538-4357/835/1/104 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.3847/1538-4357/835/1/104 |
container_title |
The Astrophysical Journal |
container_volume |
835 |
container_issue |
1 |
container_start_page |
104 |
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1812817891002679296 |
spelling |
ftmacquarieunicr:oai:https://researchers.mq.edu.au:publications/fd646d49-b6c4-4c6e-8b81-7413e258292d 2024-10-13T14:10:34+00:00 The SAMI Galaxy Survey:revisiting galaxy classification through high-order stellar kinematics Sande, Jesse Van De Bland-Hawthorn, Joss Fogarty, Lisa M. R. Cortese, Luca d'Eugenio, Francesco Croom, Scott M. Scott, Nicholas Allen, James T. Brough, Sarah Bryant, Julia J. Cecil, Gerald Colless, Matthew Couch, Warrick J. Davies, Roger Elahi, Pascal J. Foster, Caroline Goldstein, Gregory Goodwin, Michael Groves, Brent Ho, I-Ting Jeong, Hyunjin Jones, D. Heath Konstantopoulos, Iraklis S. Lawrence, Jon S. Lee, Sarah K. López-Sánchez, Ángel McDermid, Richard M. McElroy, Rebecca Medling, Anne M. Oh, Sree Owers, Matt S. Richards, Samuel N. Schaefer, Adam L. Sharp, Rob Sweet, Sarah M. Taranu, Dan Tonini, Chiara Jakob Walcher, C. Yi, Sukyoung K. 2017-01-20 application/pdf https://researchers.mq.edu.au/en/publications/fd646d49-b6c4-4c6e-8b81-7413e258292d https://doi.org/10.3847/1538-4357/835/1/104 https://research-management.mq.edu.au/ws/files/86293933/Publisher_version_open_access_.pdf http://purl.org/au-research/grants/arc/FT140100255 http://purl.org/au-research/grants/arc/CE110001020 http://www.scopus.com/inward/record.url?scp=85011279106&partnerID=8YFLogxK eng eng info:eu-repo/semantics/openAccess Sande , J V D , Bland-Hawthorn , J , Fogarty , L M R , Cortese , L , d'Eugenio , F , Croom , S M , Scott , N , Allen , J T , Brough , S , Bryant , J J , Cecil , G , Colless , M , Couch , W J , Davies , R , Elahi , P J , Foster , C , Goldstein , G , Goodwin , M , Groves , B , Ho , I-T , Jeong , H , Jones , D H , Konstantopoulos , I S , Lawrence , J S , Lee , S K , López-Sánchez , Á , McDermid , R M , McElroy , R , Medling , A M , Oh , S , Owers , M S , Richards , S N , Schaefer , A L , Sharp , R , Sweet , S M , Taranu , D , Tonini , C , Jakob Walcher , C & Yi , S K 2017 , ' The SAMI Galaxy Survey : revisiting galaxy classification through high-order stellar kinematics ' , Astrophysical Journal , vol. 835 , no. 1 , 104 , pp. 1-35 . https://doi.org/10.3847/1538-4357/835/1/104 cosmology: observations galaxies: evolution galaxies: formation galaxies: kinematics and dynamics galaxies: stellar content galaxies: structure article 2017 ftmacquarieunicr https://doi.org/10.3847/1538-4357/835/1/104 2024-10-03T00:23:11Z ecent cosmological hydrodynamical simulations suggest that integral field spectroscopy can connect the high-order stellar kinematic moments h 3 (~skewness) and h 4 (~kurtosis) in galaxies to their cosmological assembly history. Here, we assess these results by measuring the stellar kinematics on a sample of 315 galaxies, without a morphological selection, using two-dimensional integral field data from the SAMI Galaxy Survey. Proxies for the spin parameter (λ R e ) and ellipticity ( ∈ e ) are used to separate fast and slow rotators; there exists a good correspondence to regular and non-regular rotators, respectively, as also seen in earlier studies. We confirm that regular rotators show a strong h 3 versus V / σ anti-correlation, whereas quasi-regular and non-regular rotators show a more vertical relation in h 3 and V / σ . Motivated by recent cosmological simulations, we develop an alternative approach to kinematically classify galaxies from their individual h 3 versus V / σ signatures. Within the SAMI Galaxy Survey, we identify five classes of high-order stellar kinematic signatures using Gaussian mixture models. Class 1 corresponds to slow rotators, whereas Classes 2–5 correspond to fast rotators. We find that galaxies with similar λ R e - ∈ e values can show distinctly different h 3 - V / σ signatures. Class 5 objects are previously unidentified fast rotators that show a weak h 3 versus V / σ anti-correlation. From simulations, these objects are predicted to be disk-less galaxies formed by gas-poor mergers. From morphological examination, however, there is evidence for large stellar disks. Instead, Class 5 objects are more likely disturbed galaxies, have counter-rotating bulges, or bars in edge-on galaxies. Finally, we interpret the strong anti-correlation in h 3 versus V / σ as evidence for disks in most fast rotators, suggesting a dearth of gas-poor mergers among fast rotators. Article in Journal/Newspaper sami Macquarie University Research Portal The Astrophysical Journal 835 1 104 |