Substructure and merger detection in resolved NIKA Sunyaev-Zel’dovich images of distant clusters
R. Adam
(1, 2)
,
O. Hahn
(1)
,
F. Ruppin
(2)
,
P. Ade
,
P. André
(3)
,
M. Arnaud
(3)
,
I. Bartalucci
(3)
,
A. Beelen
(4)
,
A. Benoit
(5)
,
A. Bideaud
(5)
,
N. Billot
(6)
,
O. Bourrion
(2)
,
M. Calvo
(7)
,
A. Catalano
(2)
,
G. Coiffard
(8)
,
B. Comis
(2)
,
A. d'Addabbo
(5)
,
F.X. Désert
(9)
,
S. Doyle
,
C. Ferrari
(1)
,
J. Goupy
(5)
,
C. Kramer
(6)
,
G. Lagache
(10)
,
S. Leclercq
(8)
,
J.F. Lestrade
(11)
,
J.F. Macías-Pérez
(2)
,
G. Martinezaviles
(1)
,
D. Martizzi
,
S. Maurogordato
(1)
,
P. Mauskopf
,
F. Mayet
(2)
,
A. Monfardini
(5)
,
F. Pajot
(4)
,
E. Pascale
,
L. Perotto
(2)
,
G. Pisano
,
E. Pointecouteau
(12)
,
N. Ponthieu
(9)
,
G.W. Pratt
(3)
,
V. Revéret
(3)
,
M. Ricci
(1)
,
A. Ritacco
(6)
,
L. Rodriguez
(3)
,
C. Romero
(8)
,
H. Roussel
(13)
,
K. Schuster
(8)
,
A. Sievers
(6)
,
S. Triqueneaux
(7)
,
C. Tucker
,
H.Y. Wu
,
R. Zylka
(8)
1
LAGRANGE -
Joseph Louis LAGRANGE
2 LPSC - Laboratoire de Physique Subatomique et de Cosmologie
3 AIM (UMR7158 / UMR_E_9005 / UM_112) - Astrophysique Interprétation Modélisation
4 IAS - Institut d'astrophysique spatiale
5 NEEL - HELFA - Hélium : du fondamental aux applications
6 IRAM - Instituto de RadioAstronomía Milimétrica
7 NEEL - Cryo - Cryogénie
8 IRAM - Institut de RadioAstronomie Millimétrique
9 IPAG - Institut de Planétologie et d'Astrophysique de Grenoble
10 LAM - Laboratoire d'Astrophysique de Marseille
11 LERMA (UMR_8112) - Laboratoire d'Etude du Rayonnement et de la Matière en Astrophysique
12 IRAP - Institut de recherche en astrophysique et planétologie
13 IAP - Institut d'Astrophysique de Paris
2 LPSC - Laboratoire de Physique Subatomique et de Cosmologie
3 AIM (UMR7158 / UMR_E_9005 / UM_112) - Astrophysique Interprétation Modélisation
4 IAS - Institut d'astrophysique spatiale
5 NEEL - HELFA - Hélium : du fondamental aux applications
6 IRAM - Instituto de RadioAstronomía Milimétrica
7 NEEL - Cryo - Cryogénie
8 IRAM - Institut de RadioAstronomie Millimétrique
9 IPAG - Institut de Planétologie et d'Astrophysique de Grenoble
10 LAM - Laboratoire d'Astrophysique de Marseille
11 LERMA (UMR_8112) - Laboratoire d'Etude du Rayonnement et de la Matière en Astrophysique
12 IRAP - Institut de recherche en astrophysique et planétologie
13 IAP - Institut d'Astrophysique de Paris
R. Adam
- Fonction : Auteur
- PersonId : 739472
- IdHAL : remi-adam
- ORCID : 0009-0000-5380-1109
- IdRef : 192629077
P. Ade
- Fonction : Auteur
A. Beelen
- Fonction : Auteur
- PersonId : 755575
- ORCID : 0000-0003-3201-0185
- IdRef : 133827755
O. Bourrion
- Fonction : Auteur
- PersonId : 830119
A. Catalano
- Fonction : Auteur
- PersonId : 1341272
- IdHAL : andreacatalano
S. Doyle
- Fonction : Auteur
C. Ferrari
- Fonction : Auteur
- PersonId : 743106
- IdHAL : chiara-ferrari
- ORCID : 0000-0002-2917-9759
G. Lagache
- Fonction : Auteur
- PersonId : 801849
- ORCID : 0000-0003-1492-2519
- IdRef : 158000439
J.F. Macías-Pérez
- Fonction : Auteur
- PersonId : 830870
- IdHAL : juan-francisco-macias-perez
D. Martizzi
- Fonction : Auteur
S. Maurogordato
- Fonction : Auteur
- PersonId : 178924
- IdHAL : sophie-maurogordato
- ORCID : 0000-0002-5477-8454
- IdRef : 033990018
P. Mauskopf
- Fonction : Auteur
F. Mayet
- Fonction : Auteur
- PersonId : 14811
- IdHAL : frederic-mayet
- ORCID : 0000-0001-9995-4792
- IdRef : 160311675
F. Pajot
- Fonction : Auteur
- PersonId : 742082
- IdHAL : francois-pajot
- ORCID : 0009-0009-2877-2954
- IdRef : 13140718X
E. Pascale
- Fonction : Auteur
L. Perotto
- Fonction : Auteur
- PersonId : 742116
- IdHAL : lperotto
- ORCID : 0000-0001-6937-5052
- IdRef : 118429221
G. Pisano
- Fonction : Auteur
E. Pointecouteau
- Fonction : Auteur
- PersonId : 738693
- IdHAL : etienne-pointecouteau
- ORCID : 0000-0001-8488-3645
- IdRef : 080631878
C. Tucker
- Fonction : Auteur
H.Y. Wu
- Fonction : Auteur
Résumé
Substructures in the hot gas atmosphere of galaxy clusters are related to their formation history and to the astrophysical processes at play in the intracluster medium (ICM). The thermal Sunyaev-Zel’dovich (tSZ) effect is directly sensitive to the line-of-sight integrated ICM pressure, and is thus particularly adapted to study ICM substructures. In this paper, we apply structure-enhancement filtering algorithms to high-resolution tSZ observations (e.g., NIKA) of distant clusters in order to search for pressure discontinuities, compressions, and secondary peaks in the ICM. The same filters are applied to toy-model images and to synthetic tSZ images extracted from RHAPSODY-G cosmological hydrodynamic simulations, in order to better interpret the extracted features. We also study the noise propagation through the filters and quantify the impact of systematic effects, such as data-processing-induced artifacts and point-source residuals, the latter being identified as the dominant potential contaminant. In three of our six NIKA-observed clusters we identify features at high signal-to-noise ratio that show clear evidence for merger events. In MACS J0717.5+3745 (z = 0.55), three strong pressure gradients are observed on the east, southeast, and west sectors, and two main peaks in the pressure distribution are identified. We observe a lack of tSZ compact structure in the cool-core cluster PSZ1 G045.85+57.71 (z = 0.61), and a tSZ gradient ridge dominates in the southeast. In the highest redshift cluster, CL J1226.9+3332 (z = 0.89), we detect a ridge pressure gradient of ~45 arcsec (360 kpc) in length associated with a secondary pressure peak in the west region. Our results show that current tSZ facilities have now reached the angular resolution and sensitivity to allow an exploration of the details of pressure substructures in clusters, even at high redshift. This opens the possibility to quantify the impact of the dynamical state on the relation between the tSZ signal and the mass of clusters, which is important when using tSZ clusters to test cosmological models. This work also marks the first NIKA cluster sample data release.Key words: techniques: high angular resolution / techniques: image processing / galaxies: clusters: intracluster medium / large-scale structure of Universe★ Based on observations carried out under project number 237–13, 110–14, and 222–14, with the NIKA camera at the IRAM 30 m Telescope. IRAM is supported by INSU/CNRS (France), MPG (Germany) and IGN (Spain).★★ Data products, including the FITS file of the published maps are available at the NIKA2 SZ Large Program web page via http://lpsc.in2p3.fr/NIKA2LPSZ/nika2sz.release.php.★★★ A copy of the data is only available at the CDS via anonymous ftp to cdsarc.u-strasbg.fr (130.79.128.5) or via http://cdsarc.u-strasbg.fr/viz-bin/qcat?J/A+A/614/A118
Domaines
Astrophysique [astro-ph] Astrophysique [astro-ph] Astrophysique [astro-ph] Astrophysique [astro-ph]Format du dépôt | Fichier |
---|---|
Type de dépôt | Article dans une revue |
Titre |
en
Substructure and merger detection in resolved NIKA Sunyaev-Zel’dovich images of distant clusters
|
Résumé |
en
Substructures in the hot gas atmosphere of galaxy clusters are related to their formation history and to the astrophysical processes at play in the intracluster medium (ICM). The thermal Sunyaev-Zel’dovich (tSZ) effect is directly sensitive to the line-of-sight integrated ICM pressure, and is thus particularly adapted to study ICM substructures. In this paper, we apply structure-enhancement filtering algorithms to high-resolution tSZ observations (e.g., NIKA) of distant clusters in order to search for pressure discontinuities, compressions, and secondary peaks in the ICM. The same filters are applied to toy-model images and to synthetic tSZ images extracted from RHAPSODY-G cosmological hydrodynamic simulations, in order to better interpret the extracted features. We also study the noise propagation through the filters and quantify the impact of systematic effects, such as data-processing-induced artifacts and point-source residuals, the latter being identified as the dominant potential contaminant. In three of our six NIKA-observed clusters we identify features at high signal-to-noise ratio that show clear evidence for merger events. In MACS J0717.5+3745 (z = 0.55), three strong pressure gradients are observed on the east, southeast, and west sectors, and two main peaks in the pressure distribution are identified. We observe a lack of tSZ compact structure in the cool-core cluster PSZ1 G045.85+57.71 (z = 0.61), and a tSZ gradient ridge dominates in the southeast. In the highest redshift cluster, CL J1226.9+3332 (z = 0.89), we detect a ridge pressure gradient of ~45 arcsec (360 kpc) in length associated with a secondary pressure peak in the west region. Our results show that current tSZ facilities have now reached the angular resolution and sensitivity to allow an exploration of the details of pressure substructures in clusters, even at high redshift. This opens the possibility to quantify the impact of the dynamical state on the relation between the tSZ signal and the mass of clusters, which is important when using tSZ clusters to test cosmological models. This work also marks the first NIKA cluster sample data release.Key words: techniques: high angular resolution / techniques: image processing / galaxies: clusters: intracluster medium / large-scale structure of Universe★ Based on observations carried out under project number 237–13, 110–14, and 222–14, with the NIKA camera at the IRAM 30 m Telescope. IRAM is supported by INSU/CNRS (France), MPG (Germany) and IGN (Spain).★★ Data products, including the FITS file of the published maps are available at the NIKA2 SZ Large Program web page via http://lpsc.in2p3.fr/NIKA2LPSZ/nika2sz.release.php.★★★ A copy of the data is only available at the CDS via anonymous ftp to cdsarc.u-strasbg.fr (130.79.128.5) or via http://cdsarc.u-strasbg.fr/viz-bin/qcat?J/A+A/614/A118
|
Auteur(s) |
R. Adam
1, 2
, O. Hahn
1
, F. Ruppin
2
, P. Ade
, P. André
3
, M. Arnaud
3
, I. Bartalucci
3
, A. Beelen
4
, A. Benoit
5
, A. Bideaud
5
, N. Billot
6
, O. Bourrion
2
, M. Calvo
7
, A. Catalano
2
, G. Coiffard
8
, B. Comis
2
, A. d'Addabbo
5
, F.X. Désert
9
, S. Doyle
, C. Ferrari
1
, J. Goupy
5
, C. Kramer
6
, G. Lagache
10
, S. Leclercq
8
, J.F. Lestrade
11
, J.F. Macías-Pérez
2
, G. Martinezaviles
1
, D. Martizzi
, S. Maurogordato
1
, P. Mauskopf
, F. Mayet
2
, A. Monfardini
5
, F. Pajot
4
, E. Pascale
, L. Perotto
2
, G. Pisano
, E. Pointecouteau
12
, N. Ponthieu
9
, G.W. Pratt
3
, V. Revéret
3
, M. Ricci
1
, A. Ritacco
6
, L. Rodriguez
3
, C. Romero
8
, H. Roussel
13
, K. Schuster
8
, A. Sievers
6
, S. Triqueneaux
7
, C. Tucker
, H.Y. Wu
, R. Zylka
8
1
LAGRANGE -
Joseph Louis LAGRANGE
( 179867 )
- Boulevard de l'Observatoire B.P. 4229 06304 Nice Cedex 04 - France
- France
2
LPSC -
Laboratoire de Physique Subatomique et de Cosmologie
( 1041808 )
- 53 avenue des Martyrs - 38026 Grenoble Cedex
- France
3
AIM (UMR7158 / UMR_E_9005 / UM_112) -
Astrophysique Interprétation Modélisation
( 2068 )
- AIM - UMR 7158 - UMR E 9005,
ex "Astrophysique Interactions Multi-échelles",
Service d'astrophysique,
CEA/Saclay,
Orme des Merisiers
F-91191 GIF SUR YVETTE CEDEX
- France
4
IAS -
Institut d'astrophysique spatiale
( 1357 )
- Bâtiment 121 91405 ORSAY CEDEX
- France
5
NEEL - HELFA -
Hélium : du fondamental aux applications
( 1042404 )
- Institut NEEL, 25 rue des Martyrs, BP 166,
38042 Grenoble cedex 9
- France
6
IRAM -
Instituto de RadioAstronomía Milimétrica
( 26181 )
- Avenida Divina Pastora, 7, Núcleo Central E 18012 Granada
- Espagne
7
NEEL - Cryo -
Cryogénie
( 1042399 )
- Institut NEEL, 25 rue des Martyrs, BP 166,
38042 Grenoble cedex 9
- France
8
IRAM -
Institut de RadioAstronomie Millimétrique
( 1830 )
- 300 rue de la Piscine, Domaine Universitaire 38406 Saint Martin d'Hères
- France
9
IPAG -
Institut de Planétologie et d'Astrophysique de Grenoble
( 1051366 )
- 414, Rue de la Piscine BP 53 38041 Grenoble Cedex 9
- France
10
LAM -
Laboratoire d'Astrophysique de Marseille
( 179944 )
- Pôle de l'Étoile Site de Château-Gombert 38, rue Frédéric Joliot-Curie 13388 Marseille cedex 13
- France
11
LERMA (UMR_8112) -
Laboratoire d'Etude du Rayonnement et de la Matière en Astrophysique
( 542114 )
- 61, avenue de l'Observatoire - 75014 PARIS
- France
12
IRAP -
Institut de recherche en astrophysique et planétologie
( 135748 )
- 9 avenue Colonel Roche 31028 Toulouse
- France
13
IAP -
Institut d'Astrophysique de Paris
( 541701 )
- 98bis, bd Arago - 75014 Paris France
- France
|
Licence |
Paternité
|
Langue du document |
Anglais
|
Vulgarisation |
Non
|
Comité de lecture |
Oui
|
Audience |
Internationale
|
Date de publication |
2018
|
Volume |
614
|
Page/Identifiant |
A118
|
Public visé |
Scientifique
|
Nom de la revue |
|
Domaine(s) |
|
Référence interne |
|
Projet(s) ANR |
|
Mots-clés |
en
techniques: high angular resolution, techniques: image processing, galaxies: clusters: intracluster medium, large-scale structure of Universe
|
arXiv Id | 1712.01836 |
ADS Id | 2018A&A...614A.118A |
DOI | 10.1051/0004-6361/201731950 |
inSPIRE HEP | 1641214 |
Origine :
Fichiers éditeurs autorisés sur une archive ouverte
Loading...