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Relaxation and
Feedback in Clusters of
Galaxies
Kenneth W. Cavagnolo
Thesis Defense
Saturday, June 8, 2013
Collaborators
Megan Donahue
Mark Voit
Ming Sun
David Ventimiglia
Gus Evrard
Saturday, June 8, 2013
What is a cluster of
galaxies?
Saturday, June 8, 2013
NASA / TRACE
Saturday, June 8, 2013
Robert Gendler (robgendlerastropixs.com)
Saturday, June 8, 2013
NASA / ESA / STScI / AURA
Saturday, June 8, 2013
NASA / ACS Team / Benitez et al.
Saturday, June 8, 2013
Virgo Consortium / Volker Springel / Klaus Dolag / Splotch
Saturday, June 8, 2013
Virgo Consortium / Volker Springel / Klaus Dolag / Splotch
Saturday, June 8, 2013
100’s to 1000’s of
galaxies
Few Mpc in size
1013-1015 Msolar
85%-90% dark matter
15%-10% baryons
Most baryons not in
galaxies...
CFHT / Coelum Astronomia / Hawaiian Starlight
Perseus Cluster
Cluster Stats
NB: Mpc ~ 1019 km or ~3 million light years
Saturday, June 8, 2013
Intracluster Medium
MACS J1423
Optical: NAOJ / Subaru / H. Ebeling
X-ray: NASA / CXC / IoA / S.Allen et al.
Saturday, June 8, 2013
Intracluster Medium
MACS J1423
Optical: NAOJ / Subaru / H. Ebeling
X-ray: NASA / CXC / IoA / S.Allen et al.
Saturday, June 8, 2013
Intracluster Medium
(ICM)
ICM accounts for 75%-90% of
baryons
Hot: ≥ 10 million K
Diffuse: ≤ 10-1 cm-3
Luminous: 1042-1045 ergs s-1
> 1 billion times Lsolar
LQuasars > 1046 ergs s-1
Saturday, June 8, 2013
How does ICM emit
X-rays?
Saturday, June 8, 2013
Thermal Bremsstrahlung
NASA / CXC / D. Berry
Saturday, June 8, 2013
Thermal Bremsstrahlung
NASA / CXC / D. Berry
23 million K (2 keV) bremsstrahlung spectrum
Flux[keV/cm2skeV]
Energy [keV]
Saturday, June 8, 2013
Atomic Line Emission
Saturday, June 8, 2013
Atomic Line Emission
Saturday, June 8, 2013
Atomic Line Emission
Galactic
Absorption
Saturday, June 8, 2013
Atomic Line Emission
Fe L-shell
Galactic
Absorption
Saturday, June 8, 2013
Atomic Line Emission
Fe L-shell
Fe K-shellGalactic
Absorption
Saturday, June 8, 2013
Observing X-rays
Chandra X-ray
Observatory
Angular res. 0.492″
Energy res. ~100 eV
Sensitivity peak ∼1.3 keV
NASA / CXC / D. Berry
Saturday, June 8, 2013
Observing X-rays
Saturday, June 8, 2013
“Tale of Two Cooling
Timescales”
Long cooling time (atmospheres)
Cosmology
Relaxation
Short cooling time (cores)
Galaxy Formation
Feedback
Saturday, June 8, 2013
“Tale of Two Cooling
Timescales”
Long cooling time (atmospheres)
Cosmology
Relaxation
Short cooling time (cores)
Galaxy Formation
Feedback
Saturday, June 8, 2013
Why study clusters?
Cosmology:
Structure growth as tracer
Cluster number density
Dark matter & dark energy
Complications:
“Weighing” clusters
Cluster dynamic state
Abell 1185
CFHT / Coelum Astronomia / Hawaiian Starlight
Saturday, June 8, 2013
Reiprich et al., 2002
Importance of Relaxation
Saturday, June 8, 2013
Good news:
Reiprich et al., 2002
Importance of Relaxation
Saturday, June 8, 2013
Good news:
Cluster observables related
directly to mass (assuming
equilibrium)
Relations are well
understood & well modeled
Reiprich et al., 2002
Importance of Relaxation
Saturday, June 8, 2013
Good news:
Cluster observables related
directly to mass (assuming
equilibrium)
Relations are well
understood & well modeled
Bad news:
Reiprich et al., 2002
Importance of Relaxation
Saturday, June 8, 2013
Good news:
Cluster observables related
directly to mass (assuming
equilibrium)
Relations are well
understood & well modeled
Bad news:
Many clusters are not in
equilibrium/relaxed
Precision cosmology
requires knowledge of
cluster dynamic state
Reiprich et al., 2002
Importance of Relaxation
Large dispersion
Saturday, June 8, 2013
Importance of Relaxation
Mathiesen & Evrard, 2001
Hotter hard-band
temperatures
Line
of equality
Mathiesen & Evrard
2001 suggested metric
for measuring cluster
dynamic state
Spectroscopically
unresolved, cool,
merging subclusters
alter best-fit cluster
“temperature”
Use bandpass
dependent temperatures
as measure of dynamic
state
Saturday, June 8, 2013
ME01 prediction is quite simple to test
Broad-band temperature: 0.7-7.0 keV band
Hard-band temperature: 2.0-7.0 keV band
2.0 keV is in cluster rest frame
Define Hard-band to Broadband Ratio:
THBR =
T2.0−7.0
T0.7−7.0
Importance of Relaxation
Saturday, June 8, 2013
Temperature Inhomogeneity
Collected clusters
from Chandra Data
Archive
6.5 Msec;
225 observations;
+190 clusters
Two apertures
selected:
R5000
R2500
Central 70 kpc
excised
Saturday, June 8, 2013
Temperature Inhomogeneity
Single-component
thermal plasma
Fixed absorbing NH
Metal abundance is free
Soft background fit and
included during fitting
Broadband
kTX = 7.4 ± 0.2 keV
Saturday, June 8, 2013
Temperature Inhomogeneity
Single-component
thermal plasma
Fixed absorbing NH
Metal abundance is free
Soft background fit and
included during fitting
Cut Spectrum at
2.0rest keV and re-fit
Saturday, June 8, 2013
Temperature Inhomogeneity
Single-component
thermal plasma
Fixed absorbing NH
Metal abundance is free
Soft background fit and
included during fitting
Hard-band
kTX = 9.1 ± 0.5 keV
Saturday, June 8, 2013
Temperature Inhomogeneity
Single-component
thermal plasma
Fixed absorbing NH
Metal abundance is free
Soft background fit and
included during fitting
Hard-band
kTX = 9.1 ± 0.5 keV
Repeat 190+ times...
Saturday, June 8, 2013
Temperature Inhomogeneity
SIGNIFICANT
NET SKEWING
Saturday, June 8, 2013
Temperature Inhomogeneity
SIGNIFICANT
NET SKEWING
Interesting, but is this
related to cluster dynamic
state?
Saturday, June 8, 2013
Relaxed and Unrelaxed
Distinguish between relaxed and unrelaxed
clusters using complementary indicators
(A) Presence of cool core: quantifiable
using data
(B) Mergers: individual study too time
consuming, consult literature
Saturday, June 8, 2013
Assume presence
of cool core (CC)
relates to relaxation
Define a cool core
cluster:
If Tdec < 1 @ 2σ,
cool core
Otherwise, non-cool
T50 kpc
~Tcluster
Tdec =
T50
Tcluster
Relaxed and Unrelaxed
Saturday, June 8, 2013
CC CLUSTERS
“PREFER”
LOWER THBR
Relaxed and Unrelaxed
Saturday, June 8, 2013
What about merger
systems?
Cull out THBR > 1.1
@ 1σ clusters
Are these mergers?
What of those
unstudied systems?Yepes / Hoeft / UAM
Relaxed and Unrelaxed
Saturday, June 8, 2013
MOSTLY NCC MERGERS;
BUT NOT 1:1
CORRESPONDENCE
Relaxed and Unrelaxed
Saturday, June 8, 2013
Temperature Inhomogeneity
Temperature inhomogeneity is detected &
quantifiable
THBR “knows” about state of cluster core
Highest THBR values associated with mergers
Calibrate between THBR and relaxation using
simulations?
Is THBR useful tool for quantifying scatter in
mass-observables?
Saturday, June 8, 2013
Temperature Inhomogeneity
Temperature inhomogeneity is detected &
quantifiable
THBR “knows” about state of cluster core
Highest THBR values associated with mergers
Calibrate between THBR and relaxation using
simulations?
Is THBR useful tool for quantifying scatter in
mass-observables?
ASK DAVID VENTIMIGLIA AT HIS DEFENSE?
Saturday, June 8, 2013
“Tale of Two Cooling
Timescales”
Long cooling time (atmospheres)
Cosmology
Relaxation
Short cooling time (cores)
Galaxy Formation
Feedback
Saturday, June 8, 2013
“Tale of Two Cooling
Timescales”
Long cooling time (atmospheres)
Cosmology
Relaxation
Short cooling time (cores)
Galaxy Formation
Feedback
Saturday, June 8, 2013
Galaxy Labs, Inc.:
ICM “records” feedback
Function of black holes /AGN
Star formation in big galaxies
Complications:
Theory & observation don’t
agree on massive galaxy
properties
Details of feedback poorly
understood
X-ray: NASA / CXC / UVic. / A.Mahdavi et al.
Optical / Lensing: CFHT / UVic. / A.Mahdavi et al
Abell 520
Why study clusters?
Saturday, June 8, 2013
Importance of Feedback
Zwicky 3146
“The Most Massive Cooling Flow”
Edge et al., 1994
˙M > 1200 M⊙ yr−1
Edge et al., 1994
Let us consider simple
cluster model...
Without heating, models
predict large deposition of
cool gas into core
BCG properties
inconsistent with this
model
AND...
Saturday, June 8, 2013
Importance of Feedback
TX <
1
3
Tvirial
Peterson et al., 2001, 2003
X-ray spectroscopy
disproves simple
cooling-flow model
No
gas
Also, not enough
mass in cooled by-
products
Molecular gas
Emission line nebulae
Young stars
Saturday, June 8, 2013
Galaxy population also
says there is more to
story
Theory & observation
do not fully agree on
galaxy properties
Massive galaxies too
blue & too bright
All factors point to
halted cooling
Learn about high-z
processes via low-z
feedback in cores
Importance of Feedback
Croton et al., 2006
NO
FEEDBACKWITHFEEDBACK
Saturday, June 8, 2013
What could possibly be
heating the cores of
clusters?
Saturday, June 8, 2013
Importance of Feedback
X-ray: NASA / CXC / Blanton
Abell 2052
Saturday, June 8, 2013
Importance of Feedback
X-ray: NASA / CXC / Blanton
X-ray: NASA / CXC / Wilson & Young
Radio: NRAO
Abell 2052
Cygnus A
Saturday, June 8, 2013
Importance of Feedback
X-ray: NASA / CXC / Blanton
X-ray: NASA / CXC / Wilson & Young
Radio: NRAO
X-ray: NASA / CXC / SAO
Radio: NRAO / Greg Taylor
Abell 2052
Cygnus A
Hydra A
Saturday, June 8, 2013
Importance of Feedback
X-ray: NASA / CXC / Blanton
X-ray: NASA / CXC / Wilson & Young
Radio: NRAO
X-ray: NASA / CXC / SAO
Radio: NRAO / Greg Taylor
X-ray: NASA / CXC / IoA / Fabian et al.
Abell 2052
Cygnus A
Hydra A
Abell 426
Saturday, June 8, 2013
Importance of Feedback
Take a “close to the data” approach:
Study cooling ICM & cluster cores
Better understand feedback
Create broad, varied cluster sample from
Chandra archive
Conduct study of ICM entropy... entropy?
Saturday, June 8, 2013
ICM Entropy
Nature.Wallpaperme.com
Saturday, June 8, 2013
ICM Entropy
Consider entropy as a
state variable:
dS =
dQ
T
Nature.Wallpaperme.com
Saturday, June 8, 2013
ICM Entropy
Consider entropy as a
state variable:
dS =
dQ
T
Ideal gas equation of state:
P = Kρ5/3
Nature.Wallpaperme.com
Saturday, June 8, 2013
ICM Entropy
Consider entropy as a
state variable:
dS =
dQ
T
Recast using observables:
K =
TX
n
2/3
elec
Ideal gas equation of state:
P = Kρ5/3
Nature.Wallpaperme.com
Saturday, June 8, 2013
ICM Entropy
Consider entropy as a
state variable:
dS =
dQ
T
Recast using observables:
K =
TX
n
2/3
elec
Ideal gas equation of state:
P = Kρ5/3
Nature.Wallpaperme.com
True thermo entropy:
s =
3
2
k ln K + s0
Saturday, June 8, 2013
ICM Entropy
Consider entropy as a
state variable:
dS =
dQ
T
Recast using observables:
K =
TX
n
2/3
elec
Ideal gas equation of state:
P = Kρ5/3
dK
dr
≥ 0
Nature.Wallpaperme.com
True thermo entropy:
s =
3
2
k ln K + s0
Saturday, June 8, 2013
DM halo properties and entropy
structure dictate X-ray observables
Shock heating and cooling will alter
entropy distribution
Entropy will retain information about
feedback
Entropy may also hold clues about
how feedback operates
Study entropy in cluster cores…
ICM Entropy
Saturday, June 8, 2013
ICM Entropy
Mined Chandra
Data Archive (CDA)
Inspected or
analyzed *every*
cluster obs in CDA
8.2 Msec;
302 observations;
233 “clusters”
Make full-body of
work publicly
available
The ACCEPT Collection
Saturday, June 8, 2013
Deriving ICM Entropy
Extract surface
brightness
Emergent X-rays
indicative of gas density:
Assume spherical
symmetry
Deproject emission
Convert surface
brightness to density
ff ∝ ρ2
T1/2
Saturday, June 8, 2013
Deriving ICM Entropy
Extract surface
brightness
Emergent X-rays
indicative of gas density:
Assume spherical
symmetry
Deproject emission
Convert surface
brightness to density
ff ∝ ρ2
T1/2
Saturday, June 8, 2013
Deriving ICM Entropy
Extract surface
brightness
Emergent X-rays
indicative of gas density:
Assume spherical
symmetry
Deproject emission
Convert surface
brightness to density
ff ∝ ρ2
T1/2
Saturday, June 8, 2013
Deriving ICM Entropy
Extract temperature
profile
Minimum three annuli
with 2500 counts each
Fit spectra with single-
component, absorbed,
thermal model
No spectral
deprojection: time
consuming, not
significant
Saturday, June 8, 2013
Deriving ICM Entropy
Extract temperature
profile
Minimum three annuli
with 2500 counts each
Fit spectra with single-
component, absorbed,
thermal model
No spectral
deprojection: time
consuming, not
significant
Saturday, June 8, 2013
2D Maps from Schuecker et al., 2004
Coma Cluster
TX nelec
Deriving ICM Entropy
Saturday, June 8, 2013
2D Maps from Schuecker et al., 2004
Coma Cluster
K =
TX
n
2/3
elec
Deriving ICM Entropy
Saturday, June 8, 2013
2D Maps from Schuecker et al., 2004
Coma Cluster
K =
TX
n
2/3
elec
Deriving ICM Entropy
Saturday, June 8, 2013
Deriving ICM Entropy
Fit models to K(r):
K(r) = K0 + K100

r
100 kpc
α
K(r) = K100

r
100 kpc
α
Saturday, June 8, 2013
Deriving ICM Entropy
Fit models to K(r):
K(r) = K0 + K100

r
100 kpc
α
K(r) = K100

r
100 kpc
α
Repeat 230+ times...
Saturday, June 8, 2013
ACCEPT Entropy
Profiles
Saturday, June 8, 2013
Non-Zero Core Entropy
Saturday, June 8, 2013
Entropy profiles deviate
from power-law
Non-Zero Core Entropy
Saturday, June 8, 2013
Entropy profiles deviate
from power-law
Converge to pure
cooling model at large
radii
Non-Zero Core Entropy
Saturday, June 8, 2013
Entropy profiles deviate
from power-law
Converge to pure
cooling model at large
radii
Non-zero core entropy
consistent with
episodic heating
Non-Zero Core Entropy
Saturday, June 8, 2013
Entropy profiles deviate
from power-law
Converge to pure
cooling model at large
radii
Non-zero core entropy
consistent with
episodic heating
Is there more here than
meets the eye?
Non-Zero Core Entropy
Saturday, June 8, 2013
K0 distribution is
bimodal
Non-Zero Core Entropy
Saturday, June 8, 2013
Central cooling
time  1 Gyr
Non-Zero Core Entropy
Saturday, June 8, 2013
Does star formation “know”
about K0?
Select robust tracer like Hα:
UV ionizing radiation from O
and B stars
Turbulent mixing layers?
Conduction interfaces?
Regardless, Hα indicates T ~
104 K gas
Scour the literature…
InstituteforAstronomy/L.Cowieetal.
Feedback-K0 Relations
Abell 1795
Saturday, June 8, 2013
Hα loves low
entropy
Feedback-K0 Relations
Saturday, June 8, 2013
Entropy
threshold?
Feedback-K0 Relations
Saturday, June 8, 2013
Do AGN “know” about K0?
Select robust tracer like radio
emission:
Assumed to be sign of AGN
Radio relics/ghosts, halos,
lobes… mostly AGN related
Query NVSS and SUMSS
Sidestep resolution issues
with redshift cut
NASA / CXC / D. Berry
Feedback-K0 Relations
Saturday, June 8, 2013
Do AGN “know” about K0?
Select robust tracer like radio
emission:
Assumed to be sign of AGN
Radio relics/ghosts, halos,
lobes… mostly AGN related
Query NVSS and SUMSS
Sidestep resolution issues
with redshift cut
NRAO / AUI / Taylor
3C 353
Feedback-K0 Relations
Saturday, June 8, 2013
Radio loves low
entropy too!
Feedback-K0 Relations
Saturday, June 8, 2013
Entropy threshold
is back
Feedback-K0 Relations
Saturday, June 8, 2013
Entropy threshold
is back
Feedback-K0 Relations
Common threshold suggests
common mechanism, like thermal
electron conduction
(Voit et al., 2008)
Saturday, June 8, 2013
So where does that
leave us…
Entropy Lifecycle
(speculative)
Saturday, June 8, 2013
1045 AGN
Saturday, June 8, 2013
NASA / CXC / NRAO / Kraft et al.
Centaurus A
1045 AGN
Saturday, June 8, 2013
NASA / CXC / NRAO / McNamara et al.
MS 0735
ConductiveStability
E  1061 AGN
Saturday, June 8, 2013
Mergers
1E0657
NASA / CXC / Markevitch et al.
Saturday, June 8, 2013
Saturday, June 8, 2013
Conclusions
Hard-band to broadband temperature ratio
correlates with cluster dynamic state
ICM entropy properties consistent with AGN
feedback models
Characteristic entropy threshold for feedback
activity
Saturday, June 8, 2013
Fin
Saturday, June 8, 2013
Saturday, June 8, 2013
Saturday, June 8, 2013
Saturday, June 8, 2013

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Relaxation and Feedback in Clusters of Galaxies

  • 1. Relaxation and Feedback in Clusters of Galaxies Kenneth W. Cavagnolo Thesis Defense Saturday, June 8, 2013
  • 2. Collaborators Megan Donahue Mark Voit Ming Sun David Ventimiglia Gus Evrard Saturday, June 8, 2013
  • 3. What is a cluster of galaxies? Saturday, June 8, 2013
  • 4. NASA / TRACE Saturday, June 8, 2013
  • 6. NASA / ESA / STScI / AURA Saturday, June 8, 2013
  • 7. NASA / ACS Team / Benitez et al. Saturday, June 8, 2013
  • 8. Virgo Consortium / Volker Springel / Klaus Dolag / Splotch Saturday, June 8, 2013
  • 9. Virgo Consortium / Volker Springel / Klaus Dolag / Splotch Saturday, June 8, 2013
  • 10. 100’s to 1000’s of galaxies Few Mpc in size 1013-1015 Msolar 85%-90% dark matter 15%-10% baryons Most baryons not in galaxies... CFHT / Coelum Astronomia / Hawaiian Starlight Perseus Cluster Cluster Stats NB: Mpc ~ 1019 km or ~3 million light years Saturday, June 8, 2013
  • 11. Intracluster Medium MACS J1423 Optical: NAOJ / Subaru / H. Ebeling X-ray: NASA / CXC / IoA / S.Allen et al. Saturday, June 8, 2013
  • 12. Intracluster Medium MACS J1423 Optical: NAOJ / Subaru / H. Ebeling X-ray: NASA / CXC / IoA / S.Allen et al. Saturday, June 8, 2013
  • 13. Intracluster Medium (ICM) ICM accounts for 75%-90% of baryons Hot: ≥ 10 million K Diffuse: ≤ 10-1 cm-3 Luminous: 1042-1045 ergs s-1 > 1 billion times Lsolar LQuasars > 1046 ergs s-1 Saturday, June 8, 2013
  • 14. How does ICM emit X-rays? Saturday, June 8, 2013
  • 15. Thermal Bremsstrahlung NASA / CXC / D. Berry Saturday, June 8, 2013
  • 16. Thermal Bremsstrahlung NASA / CXC / D. Berry 23 million K (2 keV) bremsstrahlung spectrum Flux[keV/cm2skeV] Energy [keV] Saturday, June 8, 2013
  • 20. Atomic Line Emission Fe L-shell Galactic Absorption Saturday, June 8, 2013
  • 21. Atomic Line Emission Fe L-shell Fe K-shellGalactic Absorption Saturday, June 8, 2013
  • 22. Observing X-rays Chandra X-ray Observatory Angular res. 0.492″ Energy res. ~100 eV Sensitivity peak ∼1.3 keV NASA / CXC / D. Berry Saturday, June 8, 2013
  • 24. “Tale of Two Cooling Timescales” Long cooling time (atmospheres) Cosmology Relaxation Short cooling time (cores) Galaxy Formation Feedback Saturday, June 8, 2013
  • 25. “Tale of Two Cooling Timescales” Long cooling time (atmospheres) Cosmology Relaxation Short cooling time (cores) Galaxy Formation Feedback Saturday, June 8, 2013
  • 26. Why study clusters? Cosmology: Structure growth as tracer Cluster number density Dark matter & dark energy Complications: “Weighing” clusters Cluster dynamic state Abell 1185 CFHT / Coelum Astronomia / Hawaiian Starlight Saturday, June 8, 2013
  • 27. Reiprich et al., 2002 Importance of Relaxation Saturday, June 8, 2013
  • 28. Good news: Reiprich et al., 2002 Importance of Relaxation Saturday, June 8, 2013
  • 29. Good news: Cluster observables related directly to mass (assuming equilibrium) Relations are well understood & well modeled Reiprich et al., 2002 Importance of Relaxation Saturday, June 8, 2013
  • 30. Good news: Cluster observables related directly to mass (assuming equilibrium) Relations are well understood & well modeled Bad news: Reiprich et al., 2002 Importance of Relaxation Saturday, June 8, 2013
  • 31. Good news: Cluster observables related directly to mass (assuming equilibrium) Relations are well understood & well modeled Bad news: Many clusters are not in equilibrium/relaxed Precision cosmology requires knowledge of cluster dynamic state Reiprich et al., 2002 Importance of Relaxation Large dispersion Saturday, June 8, 2013
  • 32. Importance of Relaxation Mathiesen & Evrard, 2001 Hotter hard-band temperatures Line of equality Mathiesen & Evrard 2001 suggested metric for measuring cluster dynamic state Spectroscopically unresolved, cool, merging subclusters alter best-fit cluster “temperature” Use bandpass dependent temperatures as measure of dynamic state Saturday, June 8, 2013
  • 33. ME01 prediction is quite simple to test Broad-band temperature: 0.7-7.0 keV band Hard-band temperature: 2.0-7.0 keV band 2.0 keV is in cluster rest frame Define Hard-band to Broadband Ratio: THBR = T2.0−7.0 T0.7−7.0 Importance of Relaxation Saturday, June 8, 2013
  • 34. Temperature Inhomogeneity Collected clusters from Chandra Data Archive 6.5 Msec; 225 observations; +190 clusters Two apertures selected: R5000 R2500 Central 70 kpc excised Saturday, June 8, 2013
  • 35. Temperature Inhomogeneity Single-component thermal plasma Fixed absorbing NH Metal abundance is free Soft background fit and included during fitting Broadband kTX = 7.4 ± 0.2 keV Saturday, June 8, 2013
  • 36. Temperature Inhomogeneity Single-component thermal plasma Fixed absorbing NH Metal abundance is free Soft background fit and included during fitting Cut Spectrum at 2.0rest keV and re-fit Saturday, June 8, 2013
  • 37. Temperature Inhomogeneity Single-component thermal plasma Fixed absorbing NH Metal abundance is free Soft background fit and included during fitting Hard-band kTX = 9.1 ± 0.5 keV Saturday, June 8, 2013
  • 38. Temperature Inhomogeneity Single-component thermal plasma Fixed absorbing NH Metal abundance is free Soft background fit and included during fitting Hard-band kTX = 9.1 ± 0.5 keV Repeat 190+ times... Saturday, June 8, 2013
  • 40. Temperature Inhomogeneity SIGNIFICANT NET SKEWING Interesting, but is this related to cluster dynamic state? Saturday, June 8, 2013
  • 41. Relaxed and Unrelaxed Distinguish between relaxed and unrelaxed clusters using complementary indicators (A) Presence of cool core: quantifiable using data (B) Mergers: individual study too time consuming, consult literature Saturday, June 8, 2013
  • 42. Assume presence of cool core (CC) relates to relaxation Define a cool core cluster: If Tdec < 1 @ 2σ, cool core Otherwise, non-cool T50 kpc ~Tcluster Tdec = T50 Tcluster Relaxed and Unrelaxed Saturday, June 8, 2013
  • 43. CC CLUSTERS “PREFER” LOWER THBR Relaxed and Unrelaxed Saturday, June 8, 2013
  • 44. What about merger systems? Cull out THBR > 1.1 @ 1σ clusters Are these mergers? What of those unstudied systems?Yepes / Hoeft / UAM Relaxed and Unrelaxed Saturday, June 8, 2013
  • 45. MOSTLY NCC MERGERS; BUT NOT 1:1 CORRESPONDENCE Relaxed and Unrelaxed Saturday, June 8, 2013
  • 46. Temperature Inhomogeneity Temperature inhomogeneity is detected & quantifiable THBR “knows” about state of cluster core Highest THBR values associated with mergers Calibrate between THBR and relaxation using simulations? Is THBR useful tool for quantifying scatter in mass-observables? Saturday, June 8, 2013
  • 47. Temperature Inhomogeneity Temperature inhomogeneity is detected & quantifiable THBR “knows” about state of cluster core Highest THBR values associated with mergers Calibrate between THBR and relaxation using simulations? Is THBR useful tool for quantifying scatter in mass-observables? ASK DAVID VENTIMIGLIA AT HIS DEFENSE? Saturday, June 8, 2013
  • 48. “Tale of Two Cooling Timescales” Long cooling time (atmospheres) Cosmology Relaxation Short cooling time (cores) Galaxy Formation Feedback Saturday, June 8, 2013
  • 49. “Tale of Two Cooling Timescales” Long cooling time (atmospheres) Cosmology Relaxation Short cooling time (cores) Galaxy Formation Feedback Saturday, June 8, 2013
  • 50. Galaxy Labs, Inc.: ICM “records” feedback Function of black holes /AGN Star formation in big galaxies Complications: Theory & observation don’t agree on massive galaxy properties Details of feedback poorly understood X-ray: NASA / CXC / UVic. / A.Mahdavi et al. Optical / Lensing: CFHT / UVic. / A.Mahdavi et al Abell 520 Why study clusters? Saturday, June 8, 2013
  • 51. Importance of Feedback Zwicky 3146 “The Most Massive Cooling Flow” Edge et al., 1994 ˙M > 1200 M⊙ yr−1 Edge et al., 1994 Let us consider simple cluster model... Without heating, models predict large deposition of cool gas into core BCG properties inconsistent with this model AND... Saturday, June 8, 2013
  • 52. Importance of Feedback TX < 1 3 Tvirial Peterson et al., 2001, 2003 X-ray spectroscopy disproves simple cooling-flow model No gas Also, not enough mass in cooled by- products Molecular gas Emission line nebulae Young stars Saturday, June 8, 2013
  • 53. Galaxy population also says there is more to story Theory & observation do not fully agree on galaxy properties Massive galaxies too blue & too bright All factors point to halted cooling Learn about high-z processes via low-z feedback in cores Importance of Feedback Croton et al., 2006 NO FEEDBACKWITHFEEDBACK Saturday, June 8, 2013
  • 54. What could possibly be heating the cores of clusters? Saturday, June 8, 2013
  • 55. Importance of Feedback X-ray: NASA / CXC / Blanton Abell 2052 Saturday, June 8, 2013
  • 56. Importance of Feedback X-ray: NASA / CXC / Blanton X-ray: NASA / CXC / Wilson & Young Radio: NRAO Abell 2052 Cygnus A Saturday, June 8, 2013
  • 57. Importance of Feedback X-ray: NASA / CXC / Blanton X-ray: NASA / CXC / Wilson & Young Radio: NRAO X-ray: NASA / CXC / SAO Radio: NRAO / Greg Taylor Abell 2052 Cygnus A Hydra A Saturday, June 8, 2013
  • 58. Importance of Feedback X-ray: NASA / CXC / Blanton X-ray: NASA / CXC / Wilson & Young Radio: NRAO X-ray: NASA / CXC / SAO Radio: NRAO / Greg Taylor X-ray: NASA / CXC / IoA / Fabian et al. Abell 2052 Cygnus A Hydra A Abell 426 Saturday, June 8, 2013
  • 59. Importance of Feedback Take a “close to the data” approach: Study cooling ICM & cluster cores Better understand feedback Create broad, varied cluster sample from Chandra archive Conduct study of ICM entropy... entropy? Saturday, June 8, 2013
  • 61. ICM Entropy Consider entropy as a state variable: dS = dQ T Nature.Wallpaperme.com Saturday, June 8, 2013
  • 62. ICM Entropy Consider entropy as a state variable: dS = dQ T Ideal gas equation of state: P = Kρ5/3 Nature.Wallpaperme.com Saturday, June 8, 2013
  • 63. ICM Entropy Consider entropy as a state variable: dS = dQ T Recast using observables: K = TX n 2/3 elec Ideal gas equation of state: P = Kρ5/3 Nature.Wallpaperme.com Saturday, June 8, 2013
  • 64. ICM Entropy Consider entropy as a state variable: dS = dQ T Recast using observables: K = TX n 2/3 elec Ideal gas equation of state: P = Kρ5/3 Nature.Wallpaperme.com True thermo entropy: s = 3 2 k ln K + s0 Saturday, June 8, 2013
  • 65. ICM Entropy Consider entropy as a state variable: dS = dQ T Recast using observables: K = TX n 2/3 elec Ideal gas equation of state: P = Kρ5/3 dK dr ≥ 0 Nature.Wallpaperme.com True thermo entropy: s = 3 2 k ln K + s0 Saturday, June 8, 2013
  • 66. DM halo properties and entropy structure dictate X-ray observables Shock heating and cooling will alter entropy distribution Entropy will retain information about feedback Entropy may also hold clues about how feedback operates Study entropy in cluster cores… ICM Entropy Saturday, June 8, 2013
  • 67. ICM Entropy Mined Chandra Data Archive (CDA) Inspected or analyzed *every* cluster obs in CDA 8.2 Msec; 302 observations; 233 “clusters” Make full-body of work publicly available The ACCEPT Collection Saturday, June 8, 2013
  • 68. Deriving ICM Entropy Extract surface brightness Emergent X-rays indicative of gas density: Assume spherical symmetry Deproject emission Convert surface brightness to density ff ∝ ρ2 T1/2 Saturday, June 8, 2013
  • 69. Deriving ICM Entropy Extract surface brightness Emergent X-rays indicative of gas density: Assume spherical symmetry Deproject emission Convert surface brightness to density ff ∝ ρ2 T1/2 Saturday, June 8, 2013
  • 70. Deriving ICM Entropy Extract surface brightness Emergent X-rays indicative of gas density: Assume spherical symmetry Deproject emission Convert surface brightness to density ff ∝ ρ2 T1/2 Saturday, June 8, 2013
  • 71. Deriving ICM Entropy Extract temperature profile Minimum three annuli with 2500 counts each Fit spectra with single- component, absorbed, thermal model No spectral deprojection: time consuming, not significant Saturday, June 8, 2013
  • 72. Deriving ICM Entropy Extract temperature profile Minimum three annuli with 2500 counts each Fit spectra with single- component, absorbed, thermal model No spectral deprojection: time consuming, not significant Saturday, June 8, 2013
  • 73. 2D Maps from Schuecker et al., 2004 Coma Cluster TX nelec Deriving ICM Entropy Saturday, June 8, 2013
  • 74. 2D Maps from Schuecker et al., 2004 Coma Cluster K = TX n 2/3 elec Deriving ICM Entropy Saturday, June 8, 2013
  • 75. 2D Maps from Schuecker et al., 2004 Coma Cluster K = TX n 2/3 elec Deriving ICM Entropy Saturday, June 8, 2013
  • 76. Deriving ICM Entropy Fit models to K(r): K(r) = K0 + K100 r 100 kpc α K(r) = K100 r 100 kpc α Saturday, June 8, 2013
  • 77. Deriving ICM Entropy Fit models to K(r): K(r) = K0 + K100 r 100 kpc α K(r) = K100 r 100 kpc α Repeat 230+ times... Saturday, June 8, 2013
  • 80. Entropy profiles deviate from power-law Non-Zero Core Entropy Saturday, June 8, 2013
  • 81. Entropy profiles deviate from power-law Converge to pure cooling model at large radii Non-Zero Core Entropy Saturday, June 8, 2013
  • 82. Entropy profiles deviate from power-law Converge to pure cooling model at large radii Non-zero core entropy consistent with episodic heating Non-Zero Core Entropy Saturday, June 8, 2013
  • 83. Entropy profiles deviate from power-law Converge to pure cooling model at large radii Non-zero core entropy consistent with episodic heating Is there more here than meets the eye? Non-Zero Core Entropy Saturday, June 8, 2013
  • 84. K0 distribution is bimodal Non-Zero Core Entropy Saturday, June 8, 2013
  • 85. Central cooling time 1 Gyr Non-Zero Core Entropy Saturday, June 8, 2013
  • 86. Does star formation “know” about K0? Select robust tracer like Hα: UV ionizing radiation from O and B stars Turbulent mixing layers? Conduction interfaces? Regardless, Hα indicates T ~ 104 K gas Scour the literature… InstituteforAstronomy/L.Cowieetal. Feedback-K0 Relations Abell 1795 Saturday, June 8, 2013
  • 87. Hα loves low entropy Feedback-K0 Relations Saturday, June 8, 2013
  • 89. Do AGN “know” about K0? Select robust tracer like radio emission: Assumed to be sign of AGN Radio relics/ghosts, halos, lobes… mostly AGN related Query NVSS and SUMSS Sidestep resolution issues with redshift cut NASA / CXC / D. Berry Feedback-K0 Relations Saturday, June 8, 2013
  • 90. Do AGN “know” about K0? Select robust tracer like radio emission: Assumed to be sign of AGN Radio relics/ghosts, halos, lobes… mostly AGN related Query NVSS and SUMSS Sidestep resolution issues with redshift cut NRAO / AUI / Taylor 3C 353 Feedback-K0 Relations Saturday, June 8, 2013
  • 91. Radio loves low entropy too! Feedback-K0 Relations Saturday, June 8, 2013
  • 92. Entropy threshold is back Feedback-K0 Relations Saturday, June 8, 2013
  • 93. Entropy threshold is back Feedback-K0 Relations Common threshold suggests common mechanism, like thermal electron conduction (Voit et al., 2008) Saturday, June 8, 2013
  • 94. So where does that leave us… Entropy Lifecycle (speculative) Saturday, June 8, 2013
  • 96. NASA / CXC / NRAO / Kraft et al. Centaurus A 1045 AGN Saturday, June 8, 2013
  • 97. NASA / CXC / NRAO / McNamara et al. MS 0735 ConductiveStability E 1061 AGN Saturday, June 8, 2013
  • 98. Mergers 1E0657 NASA / CXC / Markevitch et al. Saturday, June 8, 2013
  • 100. Conclusions Hard-band to broadband temperature ratio correlates with cluster dynamic state ICM entropy properties consistent with AGN feedback models Characteristic entropy threshold for feedback activity Saturday, June 8, 2013