Galaxy Zoo: 3D – crowdsourced bar, spiral, and foreground star masks for MaNGA target galaxies

Masters, Karen L.; Krawczyk, Coleman; Shamsi, Shoaib; Todd, Alexander; Finnegan, Daniel; Bershady, Matthew; Bundy, Kevin; Cherinka, Brian; Fraser-McKelvie, Amelia; Krishnarao, Dhanesh; Kruk, Sandor; Lane, Richard R.; Law, David; Lintott, Chris; Merrifield, Michael; Simmons, Brooke; Weijmans, Anne-Marie; Yan, Renbin

doi:10.1093/mnras/stab2282

Title: Galaxy Zoo: 3D – crowdsourced bar, spiral, and foreground star masks for MaNGA target galaxies

Journal Article · 09 August 2021 · Monthly Notices of the Royal Astronomical Society

DOI: https://doi.org/10.1093/mnras/stab2282 · OSTI ID:1819495

; Krawczyk, Coleman; Shamsi, Shoaib; Todd, Alexander; Finnegan, Daniel; Bershady, Matthew; Bundy, Kevin; Cherinka, Brian;

; Krishnarao, Dhanesh; Kruk, Sandor; Lane, Richard R.; Law, David; Lintott, Chris;

; Simmons, Brooke; Weijmans, Anne-Marie;

ABSTRACT The challenge of consistent identification of internal structure in galaxies – in particular disc galaxy components like spiral arms, bars, and bulges – has hindered our ability to study the physical impact of such structure across large samples. In this paper we present Galaxy Zoo: 3D (GZ:3D) a crowdsourcing project built on the Zooniverse platform that we used to create spatial pixel (spaxel) maps that identify galaxy centres, foreground stars, galactic bars, and spiral arms for 29 831 galaxies that were potential targets of the MaNGA survey (Mapping Nearby Galaxies at Apache Point Observatory, part of the fourth phase of the Sloan Digital Sky Surveys or SDSS-IV), including nearly all of the 10 010 galaxies ultimately observed. Our crowdsourced visual identification of asymmetric internal structures provides valuable insight on the evolutionary role of non-axisymmetric processes that is otherwise lost when MaNGA data cubes are azimuthally averaged. We present the publicly available GZ:3D catalogue alongside validation tests and example use cases. These data may in the future provide a useful training set for automated identification of spiral arm features. As an illustration, we use the spiral masks in a sample of 825 galaxies to measure the enhancement of star formation spatially linked to spiral arms, which we measure to be a factor of three over the background disc, and how this enhancement increases with radius.

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Sponsoring Organization:: USDOE

OSTI ID:: 1819495

Journal Information:: Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Journal Issue: 3 Vol. 507; ISSN 0035-8711

Publisher:: Oxford University PressCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (71)

A direct test of density wave theory in a grand-design spiral galaxy Peterken, Thomas G.; Merrifield, Michael R.; Aragón-Salamanca, Alfonso Nature Astronomy, Vol. 3, Issue 2 https://doi.org/10.1038/s41550-018-0627-5	journal	November 2018
The SAURON project — II. Sample and early results Tim de Zeeuw, P.; Bureau, M.; Emsellem, Eric Monthly Notices of the Royal Astronomical Society, Vol. 329, Issue 3 https://doi.org/10.1046/j.1365-8711.2002.05059.x	journal	January 2002
CALIFA, the Calar Alto Legacy Integral Field Area survey: I. Survey presentation⋆ Sánchez, S. F.; Kennicutt, R. C.; Gil de Paz, A. Astronomy & Astrophysics, Vol. 538 https://doi.org/10.1051/0004-6361/201117353	journal	January 2012
Stellar population gradients in galaxy discs from the CALIFA survey: The influence of bars Sánchez-Blázquez, P.; Rosales-Ortega, F. F.; Méndez-Abreu, J. Astronomy & Astrophysics, Vol. 570 https://doi.org/10.1051/0004-6361/201423635	journal	October 2014
H α 3: an H α imaging survey of HI selected galaxies from ALFALFA: VI. The role of bars in quenching star formation from z = 3 to the present epoch⋆ Gavazzi, G.; Consolandi, G.; Dotti, M. Astronomy & Astrophysics, Vol. 580 https://doi.org/10.1051/0004-6361/201425351	journal	August 2015
Two-dimensional multi-component photometric decomposition of CALIFA galaxies Méndez-Abreu, J.; Ruiz-Lara, T.; Sánchez-Menguiano, L. Astronomy & Astrophysics, Vol. 598 https://doi.org/10.1051/0004-6361/201629525	journal	January 2017
Bar quenching in gas-rich galaxies Khoperskov, S.; Haywood, M.; Di Matteo, P. Astronomy & Astrophysics, Vol. 609 https://doi.org/10.1051/0004-6361/201731211	journal	January 2018
Insights on bar quenching from a multiwavelength analysis: The case of Messier 95 George, K.; Joseph, P.; Mondal, C. Astronomy & Astrophysics, Vol. 621 https://doi.org/10.1051/0004-6361/201834500	journal	January 2019
Quantifying the fine structures of disk galaxies with deep learning: Segmentation of spiral arms in different Hubble types Bekki, K. Astronomy & Astrophysics, Vol. 647 https://doi.org/10.1051/0004-6361/202039797	journal	March 2021
Classification parameters for the emission-line spectra of extragalactic objects Baldwin, J. A.; Phillips, M. M.; Terlevich, R. Publications of the Astronomical Society of the Pacific, Vol. 93 https://doi.org/10.1086/130766	journal	February 1981
Large-Scale Shock Formation in Spiral Galaxies and its Implications on Star Formation Roberts, W. W. The Astrophysical Journal, Vol. 158 https://doi.org/10.1086/150177	journal	October 1969
The Sloan Digital Sky Survey Photometric Camera Gunn, J. E.; Carr, M.; Rockosi, C. The Astronomical Journal, Vol. 116, Issue 6 https://doi.org/10.1086/300645	journal	December 1998
The Sloan Digital Sky Survey: Technical Summary York, Donald G.; Adelman, J.; Anderson, Jr., John E. The Astronomical Journal, Vol. 120, Issue 3 https://doi.org/10.1086/301513	journal	September 2000
Spectroscopic Target Selection in the Sloan Digital Sky Survey: The Main Galaxy Sample Strauss, Michael A.; Weinberg, David H.; Lupton, Robert H. The Astronomical Journal, Vol. 124, Issue 3 https://doi.org/10.1086/342343	journal	September 2002
The 2.5 m Telescope of the Sloan Digital Sky Survey Gunn, James E.; Siegmund, Walter A.; Mannery, Edward J. The Astronomical Journal, Vol. 131, Issue 4 https://doi.org/10.1086/500975	journal	April 2006
Characterizing Bars at z ∼ 0 in the Optical and NIR: Implications for the Evolution of Barred Disks with Redshift Marinova, Irina; Jogee, Shardha The Astrophysical Journal, Vol. 659, Issue 2 https://doi.org/10.1086/512355	journal	April 2007
Evolution of the Bar Fraction in COSMOS: Quantifying the Assembly of the Hubble Sequence Sheth, Kartik; Elmegreen, Debra Meloy; Elmegreen, Bruce G. The Astrophysical Journal, Vol. 675, Issue 2 https://doi.org/10.1086/524980	journal	March 2008
The Multi-Object, Fiber-Fed Spectrographs for the Sloan Digital sky Survey and the Baryon Oscillation Spectroscopic Survey Smee, Stephen A.; Gunn, James E.; Uomoto, Alan The Astronomical Journal, Vol. 146, Issue 2 https://doi.org/10.1088/0004-6256/146/2/32	journal	July 2013
The Manga Integral Field unit Fiber feed System for the Sloan 2.5 m Telescope Drory, N.; MacDonald, N.; Bershady, M. A. The Astronomical Journal, Vol. 149, Issue 2 https://doi.org/10.1088/0004-6256/149/2/77	journal	January 2015
OBSERVING STRATEGY FOR THE SDSS-IV/MaNGA IFU GALAXY SURVEY Law, David R.; Yan, Renbin; Bershady, Matthew A. The Astronomical Journal, Vol. 150, Issue 1 https://doi.org/10.1088/0004-6256/150/1/19	journal	June 2015
The Diskmass Survey. i. Overview Bershady, Matthew A.; Verheijen, Marc A. W.; Swaters, Rob A. The Astrophysical Journal, Vol. 716, Issue 1 https://doi.org/10.1088/0004-637X/716/1/198	journal	May 2010
The Two-Phase Formation History of Spiral Galaxies Traced by the Cosmic Evolution of the bar Fraction Kraljic, Katarina; Bournaud, Frédéric; Martig, Marie The Astrophysical Journal, Vol. 757, Issue 1 https://doi.org/10.1088/0004-637X/757/1/60	journal	September 2012
OVERVIEW OF THE SDSS-IV MaNGA SURVEY: MAPPING NEARBY GALAXIES AT APACHE POINT OBSERVATORY Bundy, Kevin; Bershady, Matthew A.; Law, David R. The Astrophysical Journal, Vol. 798, Issue 1 https://doi.org/10.1088/0004-637X/798/1/7	journal	December 2014
P-MaNGA: GRADIENTS IN RECENT STAR FORMATION HISTORIES AS DIAGNOSTICS FOR GALAXY GROWTH AND DEATH Li, Cheng; Wang, Enci; Lin, Lin The Astrophysical Journal, Vol. 804, Issue 2 https://doi.org/10.1088/0004-637X/804/2/125	journal	May 2015
A large amount of diffuse molecular gases in the bar of the strongly barred galaxy NGC 1300: cause of the low star formation efficiency Maeda, Fumiya; Ohta, Kouji; Fujimoto, Yusuke Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 4 https://doi.org/10.1093/mnras/staa1296	journal	May 2020
SDSS-IV MaNGA: spatially resolved dust attenuation in spiral galaxies Greener, Michael J.; Aragón-Salamanca, Alfonso; Merrifield, Michael R. Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 2 https://doi.org/10.1093/mnras/staa1300	journal	May 2020
Diffuse LINER-type emission from extended disc regions of barred galaxies Percival, S. M.; James, P. A. Monthly Notices of the Royal Astronomical Society, Vol. 496, Issue 1 https://doi.org/10.1093/mnras/staa1369	journal	May 2020
SDSS-IV MaNGA: spatially resolved star formation in barred galaxies Fraser-McKelvie, Amelia; Aragón-Salamanca, Alfonso; Merrifield, Michael Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 4 https://doi.org/10.1093/mnras/staa1416	journal	May 2020
Bar effect on gas-phase abundance gradients – II. Luminosity-dependent flattening Zurita, A.; Florido, E.; Bresolin, F. Monthly Notices of the Royal Astronomical Society, Vol. 500, Issue 2 https://doi.org/10.1093/mnras/staa2208	journal	July 2020
Bar effect on gas-phase abundance gradients. I. Data sample and chemical abundances Zurita, A.; Florido, E.; Bresolin, F. Monthly Notices of the Royal Astronomical Society, Vol. 500, Issue 2 https://doi.org/10.1093/mnras/staa2246	journal	August 2020
Galaxy Zoo: Stronger bars facilitate quenching in star forming galaxies Géron, Tobias; Smethurst, R. J.; Lintott, Chris Monthly Notices of the Royal Astronomical Society https://doi.org/10.1093/mnras/stab2064	journal	July 2021
SDSS-IV MaNGA: radial gradients in stellar population properties of early-type and late-type galaxies Parikh, Taniya; Thomas, Daniel; Maraston, Claudia Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 4 https://doi.org/10.1093/mnras/stab449	journal	February 2021
Galaxy Zoo 2: detailed morphological classifications for 304 122 galaxies from the Sloan Digital Sky Survey Willett, Kyle W.; Lintott, Chris J.; Bamford, Steven P. Monthly Notices of the Royal Astronomical Society, Vol. 435, Issue 4 https://doi.org/10.1093/mnras/stt1458	journal	September 2013
The SAMI Galaxy Survey: instrument specification and target selection Bryant, J. J.; Owers, M. S.; Robotham, A. S. G. Monthly Notices of the Royal Astronomical Society, Vol. 447, Issue 3 https://doi.org/10.1093/mnras/stu2635	journal	January 2015
Environmental regulation of cloud and star formation in galactic bars Renaud, F.; Bournaud, F.; Emsellem, E. Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 3 https://doi.org/10.1093/mnras/stv2223	journal	October 2015
Galaxy Zoo: comparing the demographics of spiral arm number and a new method for correcting redshift bias Hart, Ross E.; Bamford, Steven P.; Willett, Kyle W. Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 4 https://doi.org/10.1093/mnras/stw1588	journal	July 2016
SDSS IV MaNGA: the global and local stellar mass assemby histories of galaxies Ibarra-Medel, Héctor J.; Sánchez, Sebastián F.; Avila-Reese, Vladimir Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 3 https://doi.org/10.1093/mnras/stw2126	journal	September 2016
SDSS-IV MaNGA – the spatially resolved transition from star formation to quiescence Belfiore, Francesco; Maiolino, Roberto; Maraston, Claudia Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 3 https://doi.org/10.1093/mnras/stw3211	journal	December 2016
SDSS-IV MaNGA: Spatially resolved star formation histories in galaxies as a function of galaxy mass and type Goddard, D.; Thomas, D.; Maraston, C. Monthly Notices of the Royal Astronomical Society https://doi.org/10.1093/mnras/stw3371	journal	December 2016
Galaxy Zoo: finding offset discs and bars in SDSS galaxies★ Kruk, Sandor J.; Lintott, Chris J.; Simmons, Brooke D. Monthly Notices of the Royal Astronomical Society, Vol. 469, Issue 3 https://doi.org/10.1093/mnras/stx1026	journal	May 2017
Galaxy Zoo: secular evolution of barred galaxies from structural decomposition of multiband images Kruk, Sandor J.; Lintott, Chris J.; Bamford, Steven P. Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 4 https://doi.org/10.1093/mnras/stx2605	journal	October 2017
SDSS-IV MaNGA: the spatial distribution of star formation and its dependence on mass, structure, and environment Spindler, Ashley; Wake, David; Belfiore, Francesco Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 1 https://doi.org/10.1093/mnras/sty247	journal	January 2018
SDSS-IV MaNGA: pattern speeds of barred galaxies Guo, Rui; Mao, Shude; Athanassoula, E. Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 2 https://doi.org/10.1093/mnras/sty2715	journal	October 2018
SDSS IV MaNGA – sSFR profiles and the slow quenching of discs in green valley galaxies Belfiore, Francesco; Maiolino, Roberto; Bundy, Kevin Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 3 https://doi.org/10.1093/mnras/sty768	journal	March 2018
Time-slicing spiral galaxies with SDSS-IV MaNGA Peterken, Thomas; Fraser-McKelvie, Amelia; Aragón-Salamanca, Alfonso Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 1 https://doi.org/10.1093/mnras/stz2204	journal	August 2019
Post-starburst galaxies in SDSS-IV MaNGA Chen, Yan-Mei; Shi, Yong; Wild, Vivienne Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4 https://doi.org/10.1093/mnras/stz2494	journal	September 2019
SDSS-IV MaNGA: full spectroscopic bulge-disc decomposition of MaNGA early-type galaxies Tabor, Martha; Merrifield, Michael; Aragón-Salamanca, Alfonso Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2 https://doi.org/10.1093/mnras/stz431	journal	February 2019
SDSS-IV MaNGA: stellar population gradients within barred galaxies Fraser-McKelvie, Amelia; Merrifield, Michael; Aragón-Salamanca, Alfonso Monthly Notices of the Royal Astronomical Society: Letters, Vol. 488, Issue 1 https://doi.org/10.1093/mnrasl/slz085	journal	June 2019
Galaxy Zoo 1: data release of morphological classifications for nearly 900 000 galaxies★: Galaxy Zoo Lintott, Chris; Schawinski, Kevin; Bamford, Steven Monthly Notices of the Royal Astronomical Society, Vol. 410, Issue 1 https://doi.org/10.1111/j.1365-2966.2010.17432.x	journal	November 2010
Galaxy Zoo: bars in disc galaxies★: Galaxy Zoo: bars in disc galaxies Masters, Karen L.; Nichol, Robert C.; Hoyle, Ben Monthly Notices of the Royal Astronomical Society, Vol. 411, Issue 3 https://doi.org/10.1111/j.1365-2966.2010.17834.x	journal	November 2010
The ATLAS3D project - I. A volume-limited sample of 260 nearby early-type galaxies: science goals and selection criteria: The ATLAS3D project - I. The sample Cappellari, Michele; Emsellem, Eric; Krajnović, Davor Monthly Notices of the Royal Astronomical Society, Vol. 413, Issue 2 https://doi.org/10.1111/j.1365-2966.2010.18174.x	journal	March 2011
Galaxy Zoo and ALFALFA: atomic gas and the regulation of star formation in barred disc galaxies: Atomic gas and bars in disc galaxies Masters, Karen L.; Nichol, Robert C.; Haynes, Martha P. Monthly Notices of the Royal Astronomical Society, Vol. 424, Issue 3 https://doi.org/10.1111/j.1365-2966.2012.21377.x	journal	July 2012
SDSS-IV/MaNGA: SPECTROPHOTOMETRIC CALIBRATION TECHNIQUE Yan, Renbin; Tremonti, Christy; Bershady, Matthew A. The Astronomical Journal, Vol. 151, Issue 1 https://doi.org/10.3847/0004-6256/151/1/8	journal	December 2015
THE DATA REDUCTION PIPELINE FOR THE SDSS-IV MaNGA IFU GALAXY SURVEY Law, David R.; Cherinka, Brian; Yan, Renbin The Astronomical Journal, Vol. 152, Issue 4 https://doi.org/10.3847/0004-6256/152/4/83	journal	September 2016
SDSS-IV MaNGA IFS GALAXY SURVEY—SURVEY DESIGN, EXECUTION, AND INITIAL DATA QUALITY Yan, Renbin; Bundy, Kevin; Law, David R. The Astronomical Journal, Vol. 152, Issue 6 https://doi.org/10.3847/0004-6256/152/6/197	journal	November 2016
Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe Blanton, Michael R.; Bershady, Matthew A.; Abolfathi, Bela The Astronomical Journal, Vol. 154, Issue 1 https://doi.org/10.3847/1538-3881/aa7567	journal	June 2017
The SDSS-IV MaNGA Sample: Design, Optimization, and Usage Considerations Wake, David A.; Bundy, Kevin; Diamond-Stanic, Aleksandar M. The Astronomical Journal, Vol. 154, Issue 3 https://doi.org/10.3847/1538-3881/aa7ecc	journal	August 2017
Marvin: A Tool Kit for Streamlined Access and Visualization of the SDSS-IV MaNGA Data Set Cherinka, Brian; Andrews, Brett H.; Sánchez-Gallego, José The Astronomical Journal, Vol. 158, Issue 2 https://doi.org/10.3847/1538-3881/ab2634	journal	July 2019
The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Emission-line Modeling Belfiore, Francesco; Westfall, Kyle B.; Schaefer, Adam The Astronomical Journal, Vol. 158, Issue 4 https://doi.org/10.3847/1538-3881/ab3e4e	journal	September 2019
The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Overview Westfall, Kyle B.; Cappellari, Michele; Bershady, Matthew A. The Astronomical Journal, Vol. 158, Issue 6 https://doi.org/10.3847/1538-3881/ab44a2	journal	November 2019
Covariance-regularized Reconstruction of Data Cubes in Integral Field Spectroscopy and Application to MaNGA Data Liu, Dou; Blanton, Michael R.; Law, David R. The Astronomical Journal, Vol. 159, Issue 1 https://doi.org/10.3847/1538-3881/ab5aeb	journal	December 2019
SDSS-IV MaNGA: Modeling the Spectral Line-spread Function to Subpercent Accuracy Law, David R.; Westfall, Kyle B.; Bershady, Matthew A. The Astronomical Journal, Vol. 161, Issue 2 https://doi.org/10.3847/1538-3881/abcaa2	journal	January 2021
Star Formation in the Local Universe from the CALIFA Sample. II. Activation and Quenching Mechanisms in Bulges, Bars, and Disks Catalán-Torrecilla, C.; Gil de Paz, A.; Castillo-Morales, A. The Astrophysical Journal, Vol. 848, Issue 2 https://doi.org/10.3847/1538-4357/aa8a6d	journal	October 2017
SDSS-IV MaNGA: Star Formation Cessation in Low-redshift Galaxies. I. Dependence on Stellar Mass and Structural Properties Wang, Enci; Li, Cheng; Xiao, Ting The Astrophysical Journal, Vol. 856, Issue 2 https://doi.org/10.3847/1538-4357/aab263	journal	April 2018
The Most Predictive Physical Properties for the Stellar Population Radial Profiles of Nearby Galaxies Chen, Guangwen; Zhang, Hong-Xin; Kong, Xu The Astrophysical Journal, Vol. 895, Issue 2 https://doi.org/10.3847/1538-4357/ab8cc2	journal	June 2020
Local Simulations of Spiral Galaxies with the TIGRESS Framework. I. Star Formation and Arm Spurs/Feathers Kim, Woong-Tae; Kim, Chang-Goo; Ostriker, Eve C. The Astrophysical Journal, Vol. 898, Issue 1 https://doi.org/10.3847/1538-4357/ab9b87	journal	July 2020
Galaxy Zoo Builder: Four-component Photometric Decomposition of Spiral Galaxies Guided by Citizen Science Lingard, Timothy K.; Masters, Karen L.; Krawczyk, Coleman The Astrophysical Journal, Vol. 900, Issue 2 https://doi.org/10.3847/1538-4357/ab9d83	journal	September 2020
The Effect of Bars on the Ionized ISM: Optical Emission Lines from Milky Way Analogs Krishnarao, Dhanesh; Tremonti, Christy; Fraser-McKelvie, Amelia The Astrophysical Journal, Vol. 898, Issue 2 https://doi.org/10.3847/1538-4357/ab9fa3	journal	July 2020
The 13th Data Release of the Sloan Digital Sky Survey: First Spectroscopic Data from the SDSS-IV Survey Mapping Nearby Galaxies at Apache Point Observatory Albareti, Franco D.; Prieto, Carlos Allende; Almeida, Andres The Astrophysical Journal Supplement Series, Vol. 233, Issue 2 https://doi.org/10.3847/1538-4365/aa8992	journal	December 2017
The Fourteenth Data Release of the Sloan Digital Sky Survey: First Spectroscopic Data from the Extended Baryon Oscillation Spectroscopic Survey and from the Second Phase of the Apache Point Observatory Galactic Evolution Experiment Abolfathi, Bela; Aguado, D. S.; Aguilar, Gabriela The Astrophysical Journal Supplement Series, Vol. 235, Issue 2 https://doi.org/10.3847/1538-4365/aa9e8a	journal	April 2018
The Fifteenth Data Release of the Sloan Digital Sky Surveys: First Release of MaNGA-derived Quantities, Data Visualization Tools, and Stellar Library Aguado, D. S.; Ahumada, Romina; Almeida, Andrés The Astrophysical Journal Supplement Series, Vol. 240, Issue 2 https://doi.org/10.3847/1538-4365/aaf651	journal	January 2019

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