Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing

Kirk, D.; Omori, Y.; Benoit-Lévy, A.; Cawthon, R.; Chang, C.; Larsen, P.; Amara, A.; Bacon, D.; Crawford, T. M.; Dodelson, S.; Fosalba, P.; Giannantonio, T.; Holder, G.; Jain, B.; Kacprzak, T.; Lahav, O.; MacCrann, N.; Nicola, A.; Refregier, A.; Sheldon, E.; Story, K. T.; Troxel, M. A.; Vieira, J. D.; Vikram, V.; Zuntz, J.; Abbott, T. M.  C.; Abdalla, F. B.; Becker, M. R.; Benson, B. A.; Bernstein, G. M.; Bernstein, R. A.; Bleem, L. E.; Bonnett, C.; Bridle, S. L.; Brooks, D.; Buckley-Geer, E.; Burke, D. L.; Capozzi, D.; Carlstrom, J. E.; Rosell, A. Carnero; Kind, M. Carrasco; Carretero, J.; Crocce, M.; Cunha, C. E.; D'Andrea, C. B.; da Costa, L. N.; Desai, S.; Diehl, H. T.; Dietrich, J. P.; Doel, P.; Eifler, T. F.; Evrard, A. E.; Flaugher, B.; Frieman, J.; Gerdes, D. W.; Goldstein, D. A.; Gruen, D.; Gruendl, R. A.; Honscheid, K.; James, D. J.; Jarvis, M.; Kent, S.; Kuehn, K.; Kuropatkin, N.; Lima, M.; March, M.; Martini, P.; Melchior, P.; Miller, C. J.; Miquel, R.; Nichol, R. C.; Ogando, R.; Plazas, A. A.; Reichardt, C. L.; Roodman, A.; Rozo, E.; Rykoff, E. S.; Sako, M.; Sanchez, E.; Scarpine, V.; Schubnell, M.; Sevilla-Noarbe, I.; Simard, G.; Smith, R. C.; Soares-Santos, M.; Sobreira, F.; Suchyta, E.; Swanson, M. E.  C.; Tarle, G.; Thomas, D.; Wechsler, R. H.; Weller, J.

doi:10.1093/mnras/stw570

Title: Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing

Abstract

We measure the cross-correlation between weak lensing of galaxy images and of the cosmic microwave background (CMB). The effects of gravitational lensing on different sources will be correlated if the lensing is caused by the same mass fluctuations. We use galaxy shape measurements from 139 deg$$^{2}$$ of the Dark Energy Survey (DES) Science Verification data and overlapping CMB lensing from the South Pole Telescope (SPT) and Planck. The DES source galaxies have a median redshift of $$z_{\rm med} {\sim} 0.7$$, while the CMB lensing kernel is broad and peaks at $$z{\sim}2$$. The resulting cross-correlation is maximally sensitive to mass fluctuations at $$z{\sim}0.44$$. Assuming the Planck 2015 best-fit cosmology, the amplitude of the DES$$\times$$SPT cross-power is found to be $$A = 0.88 \pm 0.30$$ and that from DES$$\times$$Planck to be $$A = 0.86 \pm 0.39$$, where $A=1$ corresponds to the theoretical prediction. These are consistent with the expected signal and correspond to significances of $$2.9 \sigma$$ and $$2.2 \sigma$$ respectively. We demonstrate that our results are robust to a number of important systematic effects including the shear measurement method, estimator choice, photometric redshift uncertainty and CMB lensing systematics. Significant intrinsic alignment of galaxy shapes would increase the cross-correlation signal inferred from the data; we calculate a value of $$A = 1.08 \pm 0.36$$ for DES$$\times$$SPT when we correct the observations with a simple IA model. With three measurements of this cross-correlation now existing in the literature, there is not yet reliable evidence for any deviation from the expected LCDM level of cross-correlation, given the size of the statistical uncertainties and the significant impact of systematic errors, particularly IAs. We provide forecasts for the expected signal-to-noise of the combination of the five-year DES survey and SPT-3G.

Authors:: Kirk, D.; Omori, Y.; Benoit-Lévy, A.; Cawthon, R.; Chang, C.; Larsen, P.; Amara, A.; Bacon, D.; Crawford, T. M.; Dodelson, S.; Fosalba, P.; Giannantonio, T.; Holder, G.; Jain, B.; Kacprzak, T.; Lahav, O.; MacCrann, N.; Nicola, A.; Refregier, A.; Sheldon, E. more »« less

Publication Date:: Thu Mar 10 00:00:00 EST 2016

Research Org.:: Univ. of Illinois at Urbana-Champaign, IL (United States); The Ohio State Univ., Columbus, OH (United States); Argonne National Laboratory (ANL), Argonne, IL (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)

Sponsoring Org.:: USDOE Office of Science (SC), High Energy Physics (HEP)

Contributing Org.:: DES Collaboration

OSTI Identifier:: 1594617

Alternate Identifier(s):: OSTI ID: 1244519

Report Number(s):: FERMILAB-PUB-15-586-E; arXiv:1512.04535
Journal ID: ISSN 0035-8711; TRN: US2101744

Grant/Contract Number:: SC0015640; SC0011726; AC02-07CH11359

Resource Type:: Accepted Manuscript

Journal Name:: Monthly Notices of the Royal Astronomical Society

Additional Journal Information:: Journal Volume: 459; Journal Issue: 1; Journal ID: ISSN 0035-8711

Publisher:: Royal Astronomical Society

Country of Publication:: United States

Language:: English

Subject:: 79 ASTRONOMY AND ASTROPHYSICS; 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; gravatational lensing: weak methods: data analysis; cosmic background radiation

Citation Formats


                    Kirk, D., Omori, Y., Benoit-Lévy, A., Cawthon, R., Chang, C., Larsen, P., Amara, A., Bacon, D., Crawford, T. M., Dodelson, S., Fosalba, P., Giannantonio, T., Holder, G., Jain, B., Kacprzak, T., Lahav, O., MacCrann, N., Nicola, A., Refregier, A., Sheldon, E., Story, K. T., Troxel, M. A., Vieira, J. D., Vikram, V., Zuntz, J., Abbott, T. M.  C., Abdalla, F. B., Becker, M. R., Benson, B. A., Bernstein, G. M., Bernstein, R. A., Bleem, L. E., Bonnett, C., Bridle, S. L., Brooks, D., Buckley-Geer, E., Burke, D. L., Capozzi, D., Carlstrom, J. E., Rosell, A. Carnero, Kind, M. Carrasco, Carretero, J., Crocce, M., Cunha, C. E., D'Andrea, C. B., da Costa, L. N., Desai, S., Diehl, H. T., Dietrich, J. P., Doel, P., Eifler, T. F., Evrard, A. E., Flaugher, B., Frieman, J., Gerdes, D. W., Goldstein, D. A., Gruen, D., Gruendl, R. A., Honscheid, K., James, D. J., Jarvis, M., Kent, S., Kuehn, K., Kuropatkin, N., Lima, M., March, M., Martini, P., Melchior, P., Miller, C. J., Miquel, R., Nichol, R. C., Ogando, R., Plazas, A. A., Reichardt, C. L., Roodman, A., Rozo, E., Rykoff, E. S., Sako, M., Sanchez, E., Scarpine, V., Schubnell, M., Sevilla-Noarbe, I., Simard, G., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E.  C., Tarle, G., Thomas, D., Wechsler, R. H., and Weller, J. Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing.  United States: N. p., 2016. 
Web.  doi:10.1093/mnras/stw570.

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                    Kirk, D., Omori, Y., Benoit-Lévy, A., Cawthon, R., Chang, C., Larsen, P., Amara, A., Bacon, D., Crawford, T. M., Dodelson, S., Fosalba, P., Giannantonio, T., Holder, G., Jain, B., Kacprzak, T., Lahav, O., MacCrann, N., Nicola, A., Refregier, A., Sheldon, E., Story, K. T., Troxel, M. A., Vieira, J. D., Vikram, V., Zuntz, J., Abbott, T. M.  C., Abdalla, F. B., Becker, M. R., Benson, B. A., Bernstein, G. M., Bernstein, R. A., Bleem, L. E., Bonnett, C., Bridle, S. L., Brooks, D., Buckley-Geer, E., Burke, D. L., Capozzi, D., Carlstrom, J. E., Rosell, A. Carnero, Kind, M. Carrasco, Carretero, J., Crocce, M., Cunha, C. E., D'Andrea, C. B., da Costa, L. N., Desai, S., Diehl, H. T., Dietrich, J. P., Doel, P., Eifler, T. F., Evrard, A. E., Flaugher, B., Frieman, J., Gerdes, D. W., Goldstein, D. A., Gruen, D., Gruendl, R. A., Honscheid, K., James, D. J., Jarvis, M., Kent, S., Kuehn, K., Kuropatkin, N., Lima, M., March, M., Martini, P., Melchior, P., Miller, C. J., Miquel, R., Nichol, R. C., Ogando, R., Plazas, A. A., Reichardt, C. L., Roodman, A., Rozo, E., Rykoff, E. S., Sako, M., Sanchez, E., Scarpine, V., Schubnell, M., Sevilla-Noarbe, I., Simard, G., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E.  C., Tarle, G., Thomas, D., Wechsler, R. H., & Weller, J. Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing.  United States.  https://doi.org/10.1093/mnras/stw570

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                    Kirk, D., Omori, Y., Benoit-Lévy, A., Cawthon, R., Chang, C., Larsen, P., Amara, A., Bacon, D., Crawford, T. M., Dodelson, S., Fosalba, P., Giannantonio, T., Holder, G., Jain, B., Kacprzak, T., Lahav, O., MacCrann, N., Nicola, A., Refregier, A., Sheldon, E., Story, K. T., Troxel, M. A., Vieira, J. D., Vikram, V., Zuntz, J., Abbott, T. M.  C., Abdalla, F. B., Becker, M. R., Benson, B. A., Bernstein, G. M., Bernstein, R. A., Bleem, L. E., Bonnett, C., Bridle, S. L., Brooks, D., Buckley-Geer, E., Burke, D. L., Capozzi, D., Carlstrom, J. E., Rosell, A. Carnero, Kind, M. Carrasco, Carretero, J., Crocce, M., Cunha, C. E., D'Andrea, C. B., da Costa, L. N., Desai, S., Diehl, H. T., Dietrich, J. P., Doel, P., Eifler, T. F., Evrard, A. E., Flaugher, B., Frieman, J., Gerdes, D. W., Goldstein, D. A., Gruen, D., Gruendl, R. A., Honscheid, K., James, D. J., Jarvis, M., Kent, S., Kuehn, K., Kuropatkin, N., Lima, M., March, M., Martini, P., Melchior, P., Miller, C. J., Miquel, R., Nichol, R. C., Ogando, R., Plazas, A. A., Reichardt, C. L., Roodman, A., Rozo, E., Rykoff, E. S., Sako, M., Sanchez, E., Scarpine, V., Schubnell, M., Sevilla-Noarbe, I., Simard, G., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E.  C., Tarle, G., Thomas, D., Wechsler, R. H., and Weller, J. Thu .  
"Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing".  United States.  https://doi.org/10.1093/mnras/stw570.  https://www.osti.gov/servlets/purl/1594617.

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@article{osti_1594617,

  title        = {Cross-correlation of gravitational lensing from DES Science Verification data with SPT and Planck lensing},

  author       = {Kirk, D. and Omori, Y. and Benoit-Lévy, A. and Cawthon, R. and Chang, C. and Larsen, P. and Amara, A. and Bacon, D. and Crawford, T. M. and Dodelson, S. and Fosalba, P. and Giannantonio, T. and Holder, G. and Jain, B. and Kacprzak, T. and Lahav, O. and MacCrann, N. and Nicola, A. and Refregier, A. and Sheldon, E. and Story, K. T. and Troxel, M. A. and Vieira, J. D. and Vikram, V. and Zuntz, J. and Abbott, T. M.  C. and Abdalla, F. B. and Becker, M. R. and Benson, B. A. and Bernstein, G. M. and Bernstein, R. A. and Bleem, L. E. and Bonnett, C. and Bridle, S. L. and Brooks, D. and Buckley-Geer, E. and Burke, D. L. and Capozzi, D. and Carlstrom, J. E. and Rosell, A. Carnero and Kind, M. Carrasco and Carretero, J. and Crocce, M. and Cunha, C. E. and D'Andrea, C. B. and da Costa, L. N. and Desai, S. and Diehl, H. T. and Dietrich, J. P. and Doel, P. and Eifler, T. F. and Evrard, A. E. and Flaugher, B. and Frieman, J. and Gerdes, D. W. and Goldstein, D. A. and Gruen, D. and Gruendl, R. A. and Honscheid, K. and James, D. J. and Jarvis, M. and Kent, S. and Kuehn, K. and Kuropatkin, N. and Lima, M. and March, M. and Martini, P. and Melchior, P. and Miller, C. J. and Miquel, R. and Nichol, R. C. and Ogando, R. and Plazas, A. A. and Reichardt, C. L. and Roodman, A. and Rozo, E. and Rykoff, E. S. and Sako, M. and Sanchez, E. and Scarpine, V. and Schubnell, M. and Sevilla-Noarbe, I. and Simard, G. and Smith, R. C. and Soares-Santos, M. and Sobreira, F. and Suchyta, E. and Swanson, M. E.  C. and Tarle, G. and Thomas, D. and Wechsler, R. H. and Weller, J.},

  abstractNote = {We measure the cross-correlation between weak lensing of galaxy images and of the cosmic microwave background (CMB). The effects of gravitational lensing on different sources will be correlated if the lensing is caused by the same mass fluctuations. We use galaxy shape measurements from 139 deg$^{2}$ of the Dark Energy Survey (DES) Science Verification data and overlapping CMB lensing from the South Pole Telescope (SPT) and Planck. The DES source galaxies have a median redshift of $z_{\rm med} {\sim} 0.7$, while the CMB lensing kernel is broad and peaks at $z{\sim}2$. The resulting cross-correlation is maximally sensitive to mass fluctuations at $z{\sim}0.44$. Assuming the Planck 2015 best-fit cosmology, the amplitude of the DES$\times$SPT cross-power is found to be $A = 0.88 \pm 0.30$ and that from DES$\times$Planck to be $A = 0.86 \pm 0.39$, where $A=1$ corresponds to the theoretical prediction. These are consistent with the expected signal and correspond to significances of $2.9 \sigma$ and $2.2 \sigma$ respectively. We demonstrate that our results are robust to a number of important systematic effects including the shear measurement method, estimator choice, photometric redshift uncertainty and CMB lensing systematics. Significant intrinsic alignment of galaxy shapes would increase the cross-correlation signal inferred from the data; we calculate a value of $A = 1.08 \pm 0.36$ for DES$\times$SPT when we correct the observations with a simple IA model. With three measurements of this cross-correlation now existing in the literature, there is not yet reliable evidence for any deviation from the expected LCDM level of cross-correlation, given the size of the statistical uncertainties and the significant impact of systematic errors, particularly IAs. We provide forecasts for the expected signal-to-noise of the combination of the five-year DES survey and SPT-3G.},

  doi          = {10.1093/mnras/stw570},

  journal      = {Monthly Notices of the Royal Astronomical Society},

  number       = 1,

  volume       = 459,

  place        = {United States},

  year         = {Thu Mar 10 00:00:00 EST 2016},

  month        = {Thu Mar 10 00:00:00 EST 2016}

}

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CMB lensing tomography with the DES Science Verification galaxies
journal, January 2016

The Atacama Cosmology Telescope: temperature and gravitational lensing power spectrum measurements from three seasons of data
journal, April 2014

Weak gravitational lensing of distant galaxies
journal, March 1992

Lensing reconstruction with CMB temperature and polarization
journal, June 2003

Intrinsic alignments of SDSS-III BOSS LOWZ sample galaxies
journal, May 2015

CFHTLenS: the Canada–France–Hawaii Telescope Lensing Survey: CFHTLenS
journal, October 2012

A Measurement of the Cosmic Microwave Background Gravitational Lensing Potential from 100 Square Degrees of Sptpol data
journal, August 2015

Weak gravitational lensing of the CMB
journal, June 2006

Cosmic microwave background lensing reconstruction on the full sky
journal, April 2003

Cmb Lensing Power Spectrum Biases from Galaxies and Clusters Using High-Angular Resolution Temperature maps
journal, April 2014

PHAT: PHoto- z Accuracy Testing
journal, November 2010

HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere
journal, April 2005

Blind Analysis in Nuclear and Particle Physics
journal, December 2005

Detection of weak gravitational lensing by large-scale structure
journal, October 2000

Intrinsic alignments in the cross-correlation of cosmic shear and cosmic microwave background weak lensing
journal, July 2014

Fast Cosmic Microwave Background Analyses via Correlation Functions
journal, February 2001

The dark Energy Camera
journal, October 2015

Using Cosmic Microwave Background Lensing to Constrain the Multiplicative bias of Cosmic Shear
journal, October 2012

The Synergy Between the dark Energy Survey and the South pole Telescope
journal, November 2013

First‐Year Wilkinson Microwave Anisotropy Probe ( WMAP ) Observations: Temperature‐Polarization Correlation
journal, September 2003

Full-sky CMB lensing reconstruction in presence of sky-cuts
journal, June 2013

Dark energy constraints from cosmic shear power spectra: impact of intrinsic alignments on photometric redshift requirements
journal, December 2007

Mapping the dark matter with weak gravitational lensing
journal, February 1993

Wide-Field Lensing Mass Maps from Dark Energy Survey Science Verification Data
journal, July 2015

Photometric redshift analysis in the Dark Energy Survey Science Verification data
journal, October 2014

Weak lensing of the CMB by large-scale structure
journal, October 2004

The 10 Meter South Pole Telescope
journal, May 2011

B-modes in cosmic shear from source redshift clustering
journal, July 2002

Detection of gravitational lensing in the cosmic microwave background
journal, August 2007

Discriminating Weak Lensing from Intrinsic Spin Correlations Using the Curl‐Gradient Decomposition
journal, March 2002

Fast estimation of polarization power spectra using correlation functions
journal, May 2004

Using neural networks to estimate redshift distributions. An application to CFHTLenS
journal, March 2015

The Blanco Cosmology Survey: data Acquisition, Processing, Calibration, Quality Diagnostics, and data Release
journal, September 2012

TPZ: photometric redshift PDFs and ancillary information by using prediction trees and random forests
journal, May 2013

Detection of weak gravitational lensing distortions of distant galaxies by cosmic dark matter at large scales
journal, May 2000

The WiggleZ Dark Energy Survey: direct constraints on blue galaxy intrinsic alignments at intermediate redshifts: WiggleZ intrinsic alignments
journal, October 2010

Measurement of intrinsic alignments in galaxy ellipticities
journal, July 2002

Wide-field lensing mass maps from Dark Energy Survey science verification data: Methodology and detailed analysis
journal, July 2015

Galaxies in the Hubble Ultra Deep Field. I. Detection, Multiband Photometry, Photometric Redshifts, and Morphology
journal, July 2006

Cross-correlation of Planck CMB lensing and CFHTLenS galaxy weak lensing maps
journal, September 2015

Bayesian Photometric Redshift Estimation
journal, June 2000

A Measurement of the Cosmic Microwave Background Damping tail from the 2500-Square-Degree Spt-Sz Survey
journal, November 2013

Extragalactic foreground contamination in temperature-based CMB lens reconstruction
journal, March 2014

Hybrid estimation of cosmic microwave background polarization power spectra
journal, July 2006

MASTER of the Cosmic Microwave Background Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex Cosmic Microwave Background Data Sets
journal, March 2002

Galaxy Clusters Discovered via the Sunyaev-Zel'Dovich Effect in the 2500-Square-Degree Spt-Sz Survey
journal, January 2015

im3shape: a maximum likelihood galaxy shear measurement code for cosmic gravitational lensing
journal, July 2013

Spin‐induced Galaxy Alignments and Their Implications for Weak‐Lensing Measurements
journal, October 2001

Statistical analysis of galaxy surveys - I. Robust error estimation for two-point clustering statistics
journal, June 2009

Linear power spectrum of observed source number counts
journal, August 2011

Cross-correlation between cosmic microwave background lensing and galaxy intrinsic alignment as a contaminant to gravitational lensing cross-correlated probes of the Universe
journal, March 2014

Contamination of early-type galaxy alignments to galaxy lensing–CMB lensing cross-correlation
journal, August 2015

Planck 2013 results. XVII. Gravitational lensing by large-scale structure
journal, October 2014

Weak gravitational lensing
journal, January 2001

Constraints on the richness–mass relation and the optical-SZE positional offset distribution for SZE-selected clusters
journal, October 2015

Weak Gravitational Lensing and Its Cosmological Applications
journal, November 2008

Intrinsic alignment-lensing interference as a contaminant of cosmic shear
journal, September 2004

An implementation of Bayesian lensing shear measurement
journal, July 2014

Intrinsic and extrinsic galaxy alignment
journal, January 2001

Why your model parameter confidences might be too optimistic. Unbiased estimation of the inverse covariance matrix
journal, December 2006

Gravitational lensing
journal, November 2010

Intrinsic correlation of galaxy shapes: implications for weak lensing measurements
journal, December 2000

Cosmology with weak lensing surveys
journal, June 2008

Exhausting the information: novel Bayesian combination of photometric redshift PDFs
journal, June 2014

Weak‐Lensing Surveys and the Intrinsic Correlation of Galaxy Ellipticities
journal, December 2000

Intrinsic correlation of galaxy shapes: implications for weak lensing measurements
journal, December 2000

Intrinsic alignments of SDSS-III BOSS LOWZ sample galaxies
text, January 2015

Weak gravitational lensing
journal, January 2017

Intrinsic alignments of SDSS-III BOSS LOWZ sample galaxies
text, January 2015

Gravitational Lensing
journal, January 2001

Gravitational lensing
journal, November 1996

Dark energy constraints from cosmic shear power spectra: impact of intrinsic alignments on photometric redshift requirements
text, January 2007

Weak Gravitational Lensing and its Cosmological Applications
text, January 2008

PHAT: PHoto-z Accuracy Testing
text, January 2010

The Blanco Cosmology Survey: Data Acquisition, Processing, Calibration, Quality Diagnostics and Data Release
text, January 2012

Bias-Hardened CMB Lensing
text, January 2012

The Atacama Cosmology Telescope: Temperature and Gravitational Lensing Power Spectrum Measurements from Three Seasons of Data
text, January 2013