is there a correlation between the presence of bent radio sources and the x-ray environment ?

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Is there a correlation between the presence of bent radio sources and the X-ray environment ? Oozeer N HartRAO 2010 South African SKA Postgraduate Bursary Conference

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Is there a correlation between the presence of bent radio sources and the X-ray environment ?. Oozeer N HartRAO 2010 South African SKA Postgraduate Bursary Conference. Content. Galaxy groups/cluster Multi-wavelength view Methodology Preliminary sample Data mining Statistical tool - PowerPoint PPT Presentation

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Page 1: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Is there a correlation between the presence of bent radio sources

and the X-ray environment ?

Oozeer NHartRAO

2010 South African SKA Postgraduate Bursary Conference

Page 2: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Content

Galaxy groups/cluster Multi-wavelength view

Methodology Preliminary sample Data mining Statistical tool

Preliminary results Conclusion

Page 3: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Galaxy groups/clusters

Groups: < 50 members, s ~ 150 km/s, M ~ 2 × 1013 M⊙

Clusters: > 50 members, s ~ 800 km/s, M ~ 1 × 1015 M⊙

Clusters

Rich Poor

LooseCompact

Page 4: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Galaxy clusters are the largest gravitationally bound system ~ 50 to 1000's of galaxies, diffuse hot gas dark matter

Most galaxies exist in groups/clusters, Clusters are in super-clusters

Clusters and super-clusters of galaxies have been studied extensively both for

their intrinsic properties and to investigate the dark matter in the universe, the baryon content of

the universe, large-scale structure, evolution, and cosmology.

Galaxy clusters

Page 5: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Our views of clusters of galaxies have changed dramatically over the past decade.

Clusters are no longer seen as simple, spherical, isolated structures in virial or hydrostatic equilibrium.

Dynamic, evolving and young , strongly influenced by large scale strutctures , Chambers et al 2000.

The general process of galaxy cluster formation through hierarchical merging is well understood, but many details, such as the impact of feedback sources on the cluster environment and radiative cooling in the cluster core, are not.

How can we find clusters ? X-ray surveys Optical/IR surveys Radio surveys Sunyaev-Zel’dovich (SZ) effect Gravitational lensing

Page 6: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

X-ray view (direct detection) X-ray studies of groups of galaxies provides information about the

environment (hot gas of the ICM) and the process occurring therein. Presence of diffuse X-ray emission in a group would indicate the group is

likely to be gravitationally bound temperature, luminosity and surface brightness profile provide

information concerning the depth of the potential well and the distribution of mass in the system.

Bachall et al, 2008.

Page 7: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Optical view

Typical Properties of Clusters and Groups Distribution of Clusters with Richness and Distance Number Density of Clusters Fraction of Galaxies in Clusters Galaxy Overdensity in Rich Clusters Density Profile Central Density and Core Size Galactic Content in Rich Clusters Velocity Dispersion

Page 8: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Radio surveys (in-direct detection)

Importance of radio sources and radio surveys Classes of objects - Bent radio sources !!! The existence of bent radio sources implies close interactions

between the radio structure and the surrounding environment of these sources.

Therefore it is by studying the characteristics and properties of a source and its medium that we can explain the shape of the radio source.

Bent radio sources show various morphologies, from Wide Angle Tail radio galaxies (WATs) to Head Tail sources (HTs) and Narrow Angle Tail radio galaxies (NATs).

Page 9: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Morphology of radio galaxies

Page 10: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Environment of bent radio sources !!! NATs

Bending due to ram pressure stripping Relatively high sv Exist in both poor (Venkatesan et al, 1994) and rich clusters

(Sarazin, 1988 – for review) WATs

C or V - radio morphology FRI/FRII break Associated with cD or D optical host galaxy cDs and Ds giant elliptical at rest in the potential well of the

cluster (sv ~ 100 kms-1) Poor cluster (Patnaik et al. 1986, Oozeer et al. 2010) and rich

cluster (Pinkney et al. 2000 )

Page 11: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

FRI & FRII

Page 12: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

FIRST - Blanton et al, 2001.

• 384 sources visually selected from the VLA FIRST survey

• Optically followed up (imaging and spectroscopy)

• Low-z complete sample showed that 50% of BDs are found in clusters, as revealed in the optical and X-ray

Page 13: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

COSMOS field

z ~ 0.220cm

Xray: rainbowOptical: RGBRadio: red

200kpc

CWAT-01 at z~0.2:Merging of 4+ sub-clusters of galaxies Individual sub-clusters = 5E13 MSOLSmolcic et al., 2007, Oklopcic et al., 2010

Page 14: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

MRC 1925-296 & MRC 1928-266

MRC B1925-296 – Note the similarity shape of the X-ray blob and the radio jets

MRC B1925-296 – ROSAT PSPC pointing

Page 15: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

HST & Chandra image of MRC B1928-266

MRC B1928-266 – The cluster environment as revealed by the NAT south of the X-ray plasma

MRC B1928-266 – HST image with radio overlay. This new cluster is at z=0.352

Page 16: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Methodology - sample Popesso+, 2007 and Yoon+, 2008, Owen, 1997

Galaxy clusters in SDSS-DR5 137 spectroscopically confirmed Abell systems 924 records of BCG– Our sample: 45 Abell clusters

0.04 < z <0.15 Median z = 0.08 WAT=17, NAT=11, Gal?=17

Vizier NVSS (1.4 GHz radio survey) counterparts Optical counterparts – Soan Digital sky survey (SDSS) X-ray environment - Rosat All Sky Survey (RASS, X-ray

clusters) R-statistics tool

Page 17: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Correlation matrix Linear – BCG to Radio peak RadPow – radio luminosity at 1.4 GHz Sigma – velocity dispersion R_band – Rband Luminosity XLinear – separation between BCG and X-ray peak Lx - X-ray luminosity Mass – Virial mass Virial – virial size NHI – neutral hydrogen density Morphological Type – (WAT, NAT or G)

Page 18: Is there a correlation between the presence of bent radio sources and the X-ray environment ?
Page 19: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Correlation coefficients

Velocity dispersion

[km/s]

R band luminosity

[Lsol]

99.9Cluster

Virial Size [Mpc]

1.4 GHz Radio power

[Whz-1]

BCG/X-ray separation

[Mpc]

39 17 27 27 26 Xray Lumi [W]

26 27 17BCG/Radio separation

[Mpc]

Mpc)1(

1km/s1000

73.1 1

30

200

h

zcl

vR s

Page 20: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Lx- sv relation

The best fit is given by

log(Lx)=1.56 log(sv)+32.24

(Mahdavi et al, 1997.)

Some authors have found that

Lx µ sv4

( Xue & Wu,2000; Ortiz-Gil et al., 2004)

However, Cava et al., 2009

log(Lx)=(4.0±0.3) log(sv)+(32.6±1.7)

Page 21: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Rband Luminosity v/s velocity dispersion

Page 22: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Virial mass v/s velocity dispersion (sv)

GRM vv

2

23 s

Page 23: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Lx v/s Lrad at 1.4 GHz

Zhao et al., 1989 found NO correlation between Lx and P20cm from an X-ray selected sample of 71 Abell clusters.

However, we know X-ray luminosity/ radio correlation exist for various classes of objects, e.g: for AGN, Seyferts, halos, etc ....

Page 24: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Velocity dispersion v/s BCG radio separation

Page 25: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

BCG/radio separation

Page 26: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Virial size distribution

Page 27: Is there a correlation between the presence of bent radio sources and the X-ray environment ?

Conclusion Since the appearance of radio sources is affected by interaction with the

ICM (confinement, distortion), we can use bent radio sources to locate distant clusters of galaxies that would be difficult to find in optical (b.c. of projection effects) or X-ray (b.c. of flux limits) surveys.

Data mining – need to get a good platform to query maximum data (~ 55 000 new BCGs , Tago et al, 2010)

Demonstrate a statistical tool which can be used to analyse huge data set

Most of the physical parameters investigated here seems to correlate to X-ray luminosity