DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties

Abstract

Abstract Deep optical and near-infrared imaging of the entire Galactic plane is essential for understanding our Galaxy’s stars, gas, and dust. The second data release of the Dark Energy Camera (DECam) Plane Survey extends the five-band optical and near-infrared survey of the southern Galactic plane to cover 6.5% of the sky, ∣ b ∣ ≤ 10°, and 6° > ℓ > −124°, complementary to coverage by Pan-STARRS1. Typical single-exposure effective depths, including crowding effects and other complications, are 23.5, 22.6, 22.1, 21.6, and 20.8 mag in g , r , i , z , and Y bands, respectively, with around 1″ seeing. The survey comprises 3.32 billion objects built from 34 billion detections in 21,400 exposures, totaling 260 hr open shutter time on the DECam at Cerro Tololo. The data reduction pipeline features several improvements, including the addition of synthetic source injection tests to validate photometric solutions across the entire survey footprint. A convenient functional form for the detection bias in the faint limit was derived and leveraged to characterize the photometric pipeline performance. A new postprocessing technique was applied to every detection to debias and improve uncertainty estimates of the flux in the presence of structured backgrounds, specifically targetingmore » nebulosity. The images and source catalogs are publicly available at http://decaps.skymaps.info/ .« less

Authors:
ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP); National Science Foundation (NSF); National Aeronautics and Space Administration (NASA)
OSTI Identifier:
1909744
Alternate Identifier(s):
OSTI ID: 2323907
Grant/Contract Number:  
AC02-05CH11231; AST-1614941; 80NSSC21K0634; NNX08AR22G; AST-1238877
Resource Type:
Published Article
Journal Name:
The Astrophysical Journal. Supplement Series
Additional Journal Information:
Journal Name: The Astrophysical Journal. Supplement Series Journal Volume: 264 Journal Issue: 2; Journal ID: ISSN 0067-0049
Publisher:
American Astronomical Society
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS

Citation Formats

Saydjari, Andrew K., Schlafly, Edward F., Lang, Dustin, Meisner, Aaron M., Green, Gregory M., Zucker, Catherine, Zelko, Ioana, Speagle 沈, Joshua S. 佳士, Daylan, Tansu, Lee, Albert, Valdes, Francisco, Schlegel, David, and Finkbeiner, Douglas P. The Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties. United States: N. p., 2023. Web. doi:10.3847/1538-4365/aca594.
Saydjari, Andrew K., Schlafly, Edward F., Lang, Dustin, Meisner, Aaron M., Green, Gregory M., Zucker, Catherine, Zelko, Ioana, Speagle 沈, Joshua S. 佳士, Daylan, Tansu, Lee, Albert, Valdes, Francisco, Schlegel, David, & Finkbeiner, Douglas P. The Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties. United States. https://doi.org/10.3847/1538-4365/aca594
Saydjari, Andrew K., Schlafly, Edward F., Lang, Dustin, Meisner, Aaron M., Green, Gregory M., Zucker, Catherine, Zelko, Ioana, Speagle 沈, Joshua S. 佳士, Daylan, Tansu, Lee, Albert, Valdes, Francisco, Schlegel, David, and Finkbeiner, Douglas P. Wed . "The Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties". United States. https://doi.org/10.3847/1538-4365/aca594.
@article{osti_1909744,
title = {The Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties},
author = {Saydjari, Andrew K. and Schlafly, Edward F. and Lang, Dustin and Meisner, Aaron M. and Green, Gregory M. and Zucker, Catherine and Zelko, Ioana and Speagle 沈, Joshua S. 佳士 and Daylan, Tansu and Lee, Albert and Valdes, Francisco and Schlegel, David and Finkbeiner, Douglas P.},
abstractNote = {Abstract Deep optical and near-infrared imaging of the entire Galactic plane is essential for understanding our Galaxy’s stars, gas, and dust. The second data release of the Dark Energy Camera (DECam) Plane Survey extends the five-band optical and near-infrared survey of the southern Galactic plane to cover 6.5% of the sky, ∣ b ∣ ≤ 10°, and 6° > ℓ > −124°, complementary to coverage by Pan-STARRS1. Typical single-exposure effective depths, including crowding effects and other complications, are 23.5, 22.6, 22.1, 21.6, and 20.8 mag in g , r , i , z , and Y bands, respectively, with around 1″ seeing. The survey comprises 3.32 billion objects built from 34 billion detections in 21,400 exposures, totaling 260 hr open shutter time on the DECam at Cerro Tololo. The data reduction pipeline features several improvements, including the addition of synthetic source injection tests to validate photometric solutions across the entire survey footprint. A convenient functional form for the detection bias in the faint limit was derived and leveraged to characterize the photometric pipeline performance. A new postprocessing technique was applied to every detection to debias and improve uncertainty estimates of the flux in the presence of structured backgrounds, specifically targeting nebulosity. The images and source catalogs are publicly available at http://decaps.skymaps.info/ .},
doi = {10.3847/1538-4365/aca594},
journal = {The Astrophysical Journal. Supplement Series},
number = 2,
volume = 264,
place = {United States},
year = {Wed Jan 18 00:00:00 EST 2023},
month = {Wed Jan 18 00:00:00 EST 2023}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.3847/1538-4365/aca594

Save / Share:

Works referenced in this record:

Dust Grain–Size Distributions and Extinction in the Milky Way, Large Magellanic Cloud, and Small Magellanic Cloud
journal, February 2001

  • Weingartner, Joseph C.; Draine, B. T.
  • The Astrophysical Journal, Vol. 548, Issue 1
  • DOI: 10.1086/318651

SExtractor: Software for source extraction
journal, June 1996

  • Bertin, E.; Arnouts, S.
  • Astronomy and Astrophysics Supplement Series, Vol. 117, Issue 2
  • DOI: 10.1051/aas:1996164

The brighter-fatter effect and pixel correlations in CCD sensors
journal, March 2014


The Hyper Suprime-Cam software pipeline
journal, October 2017

  • Bosch, James; Armstrong, Robert; Bickerton, Steven
  • Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1
  • DOI: 10.1093/pasj/psx080

GLIMPSE. I. An SIRTF Legacy Project to Map the Inner Galaxy
journal, August 2003

  • Benjamin, Robert A.; Churchwell, E.; Babler, Brian L.
  • Publications of the Astronomical Society of the Pacific, Vol. 115, Issue 810
  • DOI: 10.1086/376696

Second Data Release of the All-sky NOIRLab Source Catalog
journal, March 2021

  • Nidever, David L.; Dey, Arjun; Fasbender, Katie
  • The Astronomical Journal, Vol. 161, Issue 4
  • DOI: 10.3847/1538-3881/abd6e1

Pan-STARRS Pixel Analysis: Source Detection and Characterization
journal, October 2020

  • Magnier, Eugene A.; Sweeney, W. E.; Chambers, K. C.
  • The Astrophysical Journal Supplement Series, Vol. 251, Issue 1
  • DOI: 10.3847/1538-4365/abb82c

VISTA Variables in the Via Lactea (VVV): The public ESO near-IR variability survey of the Milky Way
journal, July 2010


The Optical–Infrared Extinction Curve and its Variation in the Milky way
journal, April 2016


The Dark Energy Survey Data Release 2
journal, July 2021

  • Abbott, T. M. C.; Adamów, M.; Aguena, M.
  • The Astrophysical Journal Supplement Series, Vol. 255, Issue 2
  • DOI: 10.3847/1538-4365/ac00b3

Mapping the Extinction Curve in 3D: Structure on Kiloparsec Scales
journal, March 2017

  • Schlafly, E. F.; Peek, J. E. G.; Finkbeiner, D. P.
  • The Astrophysical Journal, Vol. 838, Issue 1
  • DOI: 10.3847/1538-4357/aa619d

An Improved Approximation for the Gaussian Q-Function
journal, August 2007


An Improved Photometric Calibration of the Sloan Digital Sky Survey Imaging Data
journal, February 2008

  • Padmanabhan, Nikhil; Schlegel, David J.; Finkbeiner, Douglas P.
  • The Astrophysical Journal, Vol. 674, Issue 2
  • DOI: 10.1086/524677

The UKIDSS Galactic Plane Survey
journal, November 2008


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

  • Gorski, K. M.; Hivon, E.; Banday, A. J.
  • The Astrophysical Journal, Vol. 622, Issue 2
  • DOI: 10.1086/427976

The Pan-Starrs 1 Photometric Reference Ladder, Release 12.01
journal, April 2013

  • Magnier, E. A.; Schlafly, E.; Finkbeiner, D.
  • The Astrophysical Journal Supplement Series, Vol. 205, Issue 2
  • DOI: 10.1088/0067-0049/205/2/20

Characterization and photometric performance of the Hyper Suprime-Cam Software Pipeline
journal, December 2017

  • Huang, Song; Leauthaud, Alexie; Murata, Ryoma
  • Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1
  • DOI: 10.1093/pasj/psx126

The dark Energy Camera
journal, October 2015


The Spitzer /GLIMPSE Surveys: A New View of the Milky Way
journal, March 2009

  • Churchwell, Ed; Babler, Brian L.; Meade, Marilyn R.
  • Publications of the Astronomical Society of the Pacific, Vol. 121, Issue 877
  • DOI: 10.1086/597811

Removing imaging systematics from galaxy clustering measurements with Obiwan: application to the SDSS-IV extended Baryon Oscillation Spectroscopic Survey emission-line galaxy sample
journal, September 2020

  • Kong, Hui; Burleigh, Kaylan J.; Ross, Ashley
  • Monthly Notices of the Royal Astronomical Society, Vol. 499, Issue 3
  • DOI: 10.1093/mnras/staa2742

A 3D Dust Map Based on Gaia , Pan-STARRS 1, and 2MASS
journal, December 2019

  • Green, Gregory M.; Schlafly, Edward; Zucker, Catherine
  • The Astrophysical Journal, Vol. 887, Issue 1
  • DOI: 10.3847/1538-4357/ab5362

Dark Energy Survey Year 3 Results: Measuring the Survey Transfer Function with Balrog
journal, January 2022

  • Everett, S.; Yanny, B.; Kuropatkin, N.
  • The Astrophysical Journal Supplement Series, Vol. 258, Issue 1
  • DOI: 10.3847/1538-4365/ac26c1

Reducing Ground-based Astrometric Errors with Gaia and Gaussian Processes
journal, August 2021

  • Fortino, W. F.; Bernstein, G. M.; Bernardinelli, P. H.
  • The Astronomical Journal, Vol. 162, Issue 3
  • DOI: 10.3847/1538-3881/ac0722

A two-color CCD survey of the North Celestial Cap: I. The method
journal, December 2009

  • Gorbikov, Evgeny; Brosch, Noah; Afonso, Cristina
  • Astrophysics and Space Science, Vol. 326, Issue 2
  • DOI: 10.1007/s10509-009-0242-0

Blanco DECam Bulge Survey (BDBS) II: project performance, data analysis, and early science results
journal, September 2020

  • Johnson, Christian I.; Rich, Robert Michael; Young, Michael D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 499, Issue 2
  • DOI: 10.1093/mnras/staa2393

Astrometric Calibration and Performance of the Dark Energy Camera
journal, May 2017

  • Bernstein, G. M.; Armstrong, R.; Plazas, A. A.
  • Publications of the Astronomical Society of the Pacific, Vol. 129, Issue 977
  • DOI: 10.1088/1538-3873/aa6c55

DAOPHOT - A computer program for crowded-field stellar photometry
journal, March 1987

  • Stetson, Peter B.
  • Publications of the Astronomical Society of the Pacific, Vol. 99
  • DOI: 10.1086/131977

The UKIRT Infrared Deep Sky Survey (UKIDSS)
journal, August 2007


The relationship between infrared, optical, and ultraviolet extinction
journal, October 1989

  • Cardelli, Jason A.; Clayton, Geoffrey C.; Mathis, John S.
  • The Astrophysical Journal, Vol. 345
  • DOI: 10.1086/167900

Astropy: A community Python package for astronomy
journal, September 2013


The Hyper Suprime-Cam SSP Survey: Overview and survey design
journal, September 2017

  • Aihara, Hiroaki; Arimoto, Nobuo; Armstrong, Robert
  • Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1
  • DOI: 10.1093/pasj/psx066

Milky Way demographics with the VVV survey
journal, October 2018


The Two Micron All Sky Survey (2MASS)
journal, February 2006

  • Skrutskie, M. F.; Cutri, R. M.; Stiening, R.
  • The Astronomical Journal, Vol. 131, Issue 2
  • DOI: 10.1086/498708

Global survey of star clusters in the Milky Way
journal, August 2015


Multiband Probabilistic Cataloging: A Joint Fitting Approach to Point-source Detection and Deblending
journal, March 2020

  • Feder, Richard M.; Portillo, Stephen K. N.; Daylan, Tansu
  • The Astronomical Journal, Vol. 159, Issue 4
  • DOI: 10.3847/1538-3881/ab74cf

The unWISE Catalog: Two Billion Infrared Sources from Five Years of WISE Imaging
journal, February 2019

  • Schlafly, Edward F.; Meisner, Aaron M.; Green, Gregory M.
  • The Astrophysical Journal Supplement Series, Vol. 240, Issue 2
  • DOI: 10.3847/1538-4365/aafbea

Photometry on Structured Backgrounds: Local Pixel-wise Infilling by Regression
journal, July 2022

  • Saydjari, Andrew K.; Finkbeiner, Douglas P.
  • The Astrophysical Journal, Vol. 933, Issue 2
  • DOI: 10.3847/1538-4357/ac6875

HUBBLE SPACE TELESCOPE CALSPEC FLUX STANDARDS: SIRIUS (AND VEGA)
journal, April 2014


Toward 1% Photometry: End‐to‐End Calibration of Astronomical Telescopes and Detectors
journal, August 2006

  • Stubbs, Christopher W.; Tonry, John L.
  • The Astrophysical Journal, Vol. 646, Issue 2
  • DOI: 10.1086/505138

Interstellar Dust Grains
journal, September 2003


IPython: A System for Interactive Scientific Computing
journal, January 2007

  • Perez, Fernando; Granger, Brian E.
  • Computing in Science & Engineering, Vol. 9, Issue 3
  • DOI: 10.1109/MCSE.2007.53

Photometric Calibration of the First 1.5 Years of the Pan-Starrs1 Survey
journal, August 2012


Overview of the DESI Legacy Imaging Surveys
journal, April 2019

  • Dey, Arjun; Schlegel, David J.; Lang, Dustin
  • The Astronomical Journal, Vol. 157, Issue 5
  • DOI: 10.3847/1538-3881/ab089d

The DECam Plane Survey: Optical Photometry of Two Billion Objects in the Southern Galactic Plane
journal, February 2018

  • Schlafly, E. F.; Green, G. M.; Lang, D.
  • The Astrophysical Journal Supplement Series, Vol. 234, Issue 2
  • DOI: 10.3847/1538-4365/aaa3e2

Implications of Grain Size Distribution and Composition for the Correlation between Dust Extinction and Emissivity
journal, November 2020


Matplotlib: A 2D Graphics Environment
journal, January 2007


Improved Point-source Detection in Crowded Fields Using Probabilistic Cataloging
journal, September 2017

  • Portillo, Stephen K. N.; Lee, Benjamin C. G.; Daylan, Tansu
  • The Astronomical Journal, Vol. 154, Issue 4
  • DOI: 10.3847/1538-3881/aa8565

A Catalog of Parameters for Globular Clusters in the Milky Way
journal, October 1996

  • Harris, William E.
  • The Astronomical Journal, Vol. 112
  • DOI: 10.1086/118116

Probabilistic Catalogs for Crowded Stellar Fields
journal, June 2013

  • Brewer, Brendon J.; Foreman-Mackey, Daniel; Hogg, David W.
  • The Astronomical Journal, Vol. 146, Issue 1
  • DOI: 10.1088/0004-6256/146/1/7

The NumPy Array: A Structure for Efficient Numerical Computation
journal, March 2011

  • van der Walt, Stéfan; Colbert, S. Chris; Varoquaux, Gaël
  • Computing in Science & Engineering, Vol. 13, Issue 2
  • DOI: 10.1109/MCSE.2011.37

The Wide-Field Infrared Survey Explorer (Wise): Mission Description and Initial On-Orbit Performance
journal, November 2010


The DECam Local Volume Exploration Survey Data Release 2
journal, August 2022

  • Drlica-Wagner, A.; Ferguson, P. S.; Adamów, M.
  • The Astrophysical Journal Supplement Series, Vol. 261, Issue 2
  • DOI: 10.3847/1538-4365/ac78eb

Photometric Biases in Modern Surveys
journal, March 2020

  • Portillo, Stephen K. N.; Speagle, Joshua S.; Finkbeiner, Douglas P.
  • The Astronomical Journal, Vol. 159, Issue 4
  • DOI: 10.3847/1538-3881/ab76ba