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Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory 1

Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

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Page 1: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

1

Interpreting High Resolution Sunyaev-Zel’dovich Effect

Observations with MUSTANG

Charles RomeroUniversity of Virginia, National Radio Astronomy Observatory

Page 2: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 2

• Jack Sayers (Caltech)• Nicole Czakon (Sinica)• Phil Korngut (JPL/Caltech)

Collaborators• Brian Mason (NRAO)• Simon Dicker (UPenn)• Alex Young (MIT-LL)• Mark Devlin (UPenn)• Erik Reese (Moorpark)• Tony Mroczkowski (NRL)• Jon Seivers (KwaZulu-Natal)• Craig Sarazin (U Virginia)• Tracy Clarke (NRL)• Sunil Golwala (Caltech)

Credit: NASA

Key: Graduate Student, Postdoc, Faculty

08 January 2014 AAS Disertation Talk

Page 3: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 3

Outline of Talk

• Galaxy Clusters– Why study them?

• SZ Observations– Substructure & Bulk ICM

• Fitted pressure profiles• Future work & conclusions

Uchicago, adapted from L. Van Sproyboeck

08 January 2014 AAS Disertation Talk

Page 4: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 4

Cluster Mass Cosmology

Growth of structure

Springel+ 200508 January 2014 AAS Disertation Talk

Page 5: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 5

Cosmological Parameter Constraints

Sehgal+ 2011

Without scatter in scaling relation With scatter in scaling relation

08 January 2014 AAS Disertation Talk

Page 6: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 6

SZ surveys and scaling relations

Marriage+ 2011

Czakon+ 2014

Credit: M. Markevitch

Y-M scaling relation

08 January 2014 AAS Disertation Talk

Page 7: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

This Study: CLASH clusters

• 20 X-ray selected• 5 lensing selected• Multi-wavelength!

Postman+ 2012 708 January 2014 AAS Disertation Talk Charles Romero

Page 8: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Outline of Talk

• Galaxy Clusters– Why study them?

• SZ Observations– Substructure & Bulk ICM

• Fitted pressure profiles• Future work & conclusions

Uchicago, adapted from L. Van Sproyboeck

808 January 2014 AAS Disertation Talk Charles Romero

Page 9: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 9

MUSTANG’s view of CLASH (+1)

08 January 2014 AAS Disertation Talk

Page 10: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Studying the ICM: Radio (SZ)

Credit: Ned Wright

Sunyaev Zel’dovich Effect

ΔI ∝ Pe

10

MUSTANG

08 January 2014 AAS Disertation Talk Charles Romero

Page 11: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MUSTANG + GBT• The Green Bank Telescope

– Off-axis Gregorian design– 290 MHz to 100 GHz– 240 μm surface RMS– 90 GHz effective area : 2500 m2

– 90 GHz beam size : 9" FWHM – 2” pointing accuracy

• MUSTANG– 64 absorber coupled TESs– 42” FOV– 400 μJy/beam in 3’ x 3’ per hour– Cold reimaging optics

• The science– Star Forming regions– Sunyaev-Zel’dovich Effect (SZE)

100 m

1 pixel

1108 January 2014 AAS Disertation Talk Charles Romero

Page 12: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Data Processing: MUSTANG

Filter out scales > FOV

1208 January 2014 AAS Disertation Talk Charles Romero

Page 13: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MUSTANG results

Korngut+ 2011

13

Mason+ 2010

08 January 2014 AAS Disertation Talk Charles Romero

Page 14: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MUSTANG results, cont.MACS 0717

Mroczkowski+ 2012

1408 January 2014 AAS Disertation Talk Charles Romero

Page 15: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MUSTANG Beam

1508 January 2014 AAS Disertation Talk Charles Romero

Page 16: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 16

Point Source Removal

08 January 2014 AAS Disertation Talk

Page 17: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero

Outline of Talk

• Galaxy Clusters– Why study them?

• SZ Observations– Substructure & Bulk ICM

• Fitted pressure profiles• Future work & conclusions

Uchicago, adapted from L. Van Sproyboeck

1708 January 2014 AAS Disertation Talk

Page 18: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Bolocam + MUSTANG

18

Bolocam (on the CSO)8’ FOV 58” FWHM at 2.1mm (140 GHz)

Bolocam Beam

MUSTANG Beam

08 January 2014 AAS Disertation Talk Charles Romero

Page 19: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Pressure Profiles

• Previous studies have constrained these over their samples of clusters– Nagai 2007, Arnaud 2010, Planck 2012, and

Sayers 2013

1908 January 2014 AAS Disertation Talk Charles Romero

Page 20: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MACS 1206 (sequential fit)

20

Young et al. 2014 (arXiv:1411.0317)

08 January 2014 AAS Disertation Talk Charles Romero

Page 21: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MACS 0647 (sequential fit)

21

Young et al. 2014 (arXiv:1411.0317)

08 January 2014 AAS Disertation Talk Charles Romero

Page 22: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MACS 0647 (simultaneous fit!)

22

Romero et al. 2015 (arXiv: 1501.00187)

Bolo

cam

onl

yBo

loca

m +

MU

STAN

G

08 January 2014 AAS Disertation Talk Charles Romero

Page 23: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Abell 1835

23

Romero et al. 2015 (arXiv: 1501.00187)

Bolo

cam

onl

yBo

loca

m +

MU

STAN

G

08 January 2014 AAS Disertation Talk Charles Romero

Page 24: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Comparison of profile sets

24

MACS 0647Abell 1835

08 January 2014 AAS Disertation Talk Charles Romero

Page 25: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Constraints over all clusters

08 January 2014 AAS Disertation Talk Charles Romero 25

Page 26: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Subdivided

08 January 2014 AAS Disertation Talk Charles Romero 26

Cool cores clearly have steeper core pressure profiles

Page 27: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Comparing Pressure Profiles

08 January 2014 AAS Disertation Talk Charles Romero 27

Our sample shows more dispersion at large radii.

Arnaud+ 2010

Page 28: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

SZ + X-ray• SZ is directly proportional to Pe

• X-ray emissivity is proportional ne2 T1/2

– X-ray constrains ne well

08 January 2014 AAS Disertation Talk Charles Romero 28

• Constrain Te = Pe(SZ) / ne(X)

• Constrain elongation along LOS (ε = [Pe(x)/ Pe(SZ)]2 ) • Constrain helium sedimentation

Page 29: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Helium Sedimentation: Models

08 January 2014 AAS Disertation Talk Charles Romero 29

• Proposed as early as Gilfanov+ 1984

• Potential sedimentation calculated by Chuzhoy+ 2004, Peng & Nagai 2009

• Some constraints from Markevitch 2007

• Bulbul+ 2011 investigated impact on scaling relations

• Need high resolution SZ to do this! (scales < 0.1 * R500)

• R500 ~ 2-4 arcmin

Page 30: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Helium Sedimentation: Fitting I

08 January 2014 AAS Disertation Talk Charles Romero 30

• Must account for a global offset in pressure between SZ and X-ray

• Offset could be due to elongation along the LOS.

Abell 1835 MACS 1311

Page 31: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Helium Sedimentation: Fitting II

08 January 2014 AAS Disertation Talk Charles Romero 31

• Rescaled Pe(SZ) can now be compared to Pe(X)

• Fit model ratios to data.

Page 32: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Deriving Electron Temperatures

08 January 2014 AAS Disertation Talk Charles Romero 32

Abell 1835 MACS 1311

Blue = ACCEPT (Cavagnolo+ 2009)Red = ACCEPT2 (Baldi+ current work )Green = This work

Separate from cluster geometry (elongation) and He sedimentation modeling.

Page 33: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Outline of Talk

• Galaxy Clusters– Why study them?

• SZ Observations– Substructure & Bulk ICM

• Fitted pressure profiles• Future work & conclusions

Uchicago, adapted from L. Van Sproyboeck

3308 January 2014 AAS Disertation Talk Charles Romero

Page 34: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Future Work: MUSTANG-1.5Dicker et al. 2014

• 64 dual polarization feeds• 75 – 105 GHz bandpass• Antenna +Feedhorn coupled

TES bolometers.• 9” beam 2.5’ field of view on

GBT(9” and 45” for MUSTANG)

• ~40 times faster mapping speeds

• On the telescope now!

3408 January 2014 AAS Disertation Talk Charles Romero

Page 35: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Fall 2015: MUSTANG-1.5

• 64 detectors populated

• Several proposals for this fall– PIs: Dicker, Gilbank,

Romero, Edge, Crichton

04 Sept. 2014 Caltech Lunch Talk Charles Romero 35

Page 36: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Conclusions

• MUSTANG sees substructure and compact sources in many clusters– Substructure can reveal dynamics of the cluster

• Point sources can easily be dealt with.• The addition of MUSTANG data to Bolocam

does increase ability to constraint γ.• MUSTANG-1.5 will do significantly better.

3608 January 2014 AAS Disertation Talk Charles Romero

Page 37: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Future Work: NIKA-2

08 January 2014 AAS Disertation Talk Charles Romero 37

Page 38: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Appendix

3808 January 2014 AAS Disertation Talk Charles Romero

Comparing Confidence intervals based on assumed centroid.

Page 39: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Y-M scaling relation

• http://arxiv.org/abs/1501.00317– Liang Yu, Kaylea Nelson, and Daisuke Nagai– Also 340.03D talk yesterday

3908 January 2014 AAS Disertation Talk Charles Romero

Page 40: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Abell 1835A10 α and β

4008 January 2014 AAS Disertation Talk Charles Romero

Page 41: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

MACS 0647A10 α and β

4108 January 2014 AAS Disertation Talk Charles Romero

Page 42: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Correlation Matrix

4208 January 2014 AAS Disertation Talk Charles Romero

Page 43: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Winter/Spring 2015: MUSTANG-1.5

• 64 detectors populated

• Several proposals for the spring

• PIs: Dicker, Gilbank, Romero, Edge, Crichton

4308 January 2014 AAS Disertation Talk Charles Romero

Page 44: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Observing strategies

44

FOV

08 January 2014 AAS Disertation Talk Charles Romero

Page 45: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Abell 2146->Two shocks->Cold front

currently being observed by MUSTANG

Chandra X-ray image -- Russell et al. (2010)

Abell 2146

Page 46: Interpreting High Resolution Sunyaev-Zel’dovich Effect Observations with MUSTANG Charles Romero University of Virginia, National Radio Astronomy Observatory

Charles Romero 46

Galaxy Clusters

Credit: NASA

Vacca+ 2011

Optical

X-ray

08 January 2014 AAS Disertation Talk