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Title: The Data Reduction Pipeline for The SDSS-IV Manga IFU Galaxy Survey

Abstract

Mapping Nearby Galaxies at Apache Point Observatory (MaNGA) is an optical fiber-bundle integral-field unit (IFU) spectroscopic survey that is one of three core programs in the fourth-generation Sloan Digital Sky Survey (SDSS-IV). With a spectral coverage of 3622-10354 A and an average footprint of ~500 arcsec2 per IFU the scientific data products derived from MaNGA will permit exploration of the internal structure of a statistically large sample of 10,000 low-redshift galaxies in unprecedented detail. Comprising 174 individually pluggable science and calibration IFUs with a near-constant data stream, MaNGA is expected to obtain ~100 million raw-frame spectra and ~10 million reduced galaxy spectra over the six-year lifetime of the survey. In this contribution, we describe the MaNGA Data Reduction Pipeline algorithms and centralized metadata framework that produce sky-subtracted spectrophotometrically calibrated spectra and rectified three-dimensional data cubes that combine individual dithered observations. For the 1390 galaxy data cubes released in Summer 2016 as part of SDSS-IV Data Release 13, we demonstrate that the MaNGA data have nearly Poisson-limited sky subtraction shortward of ~8500 A and reach a typical 10σ limiting continuum surface brightness μ = 23.5 AB arcsec-2 in a five-arcsecond-diameter aperture in the g-band. The wavelength calibration of the MaNGA datamore » is accurate to 5 km s-1 rms, with a median spatial resolution of 2.54 arcsec FWHM (1.8 kpc at the median redshift of 0.037) and a median spectral resolution of σ = 72 km s-1.« less

Authors:
ORCiD logo [1];  [2]; ORCiD logo [3]; ORCiD logo [4];  [5];  [6];  [7];  [8];  [9];  [9];  [10];  [11];  [12];  [13];  [14];  [13];  [13];  [15];  [16];  [4] more »;  [15];  [3];  [17];  [18];  [16];  [19];  [20];  [16];  [3] « less
+ Show Author Affiliations
  1. Space Telescope Science Inst., Baltimore, MD (United States)
  2. Johns Hopkins Univ., Baltimore, MD (United States). Center for Astrophysical Sciences, Dept. of Physics and Astronomy
  3. Univ. of Kentucky, Lexington, KY (United States). Dept. of Physics and Astronomy
  4. Univ. of Pittsburgh, PA (United States). Dept. of Physics and Astronomy and PITT PACC
  5. Univ. of Wisconsin, Madison, WI (United States). Dept. of Astronomy
  6. Apache Point Observatory, Sunspot, NM (United States)
  7. Univ. de Chile, Las Condes, Santiago (Chile). Dept. de Astronomia; Centro de Astrofisica y Tecnologias Afines (CATA), Las Condes, Santiago (Chile); Observatories of the Carnegie Inst. for Science, Pasadena, CA (United States)
  8. New York Univ. (NYU), NY (United States). Center for Cosmology and Particle Physics, Dept. of Physics
  9. Univ. of Utah, Salt Lake City, UT (United States). Dept. of Physics and Astronomy
  10. Univ. of Tokyo, Kashiwa (Japan). Kavli Inst. for the Physics and Mathematics of the universe, Todai Inst. for Advanced Study
  11. Nanjing Univ. (China). School of Astronomy and Space Science; Nanjing Univ. (China). Key Lab. of Modern Astronomy and Astrophysics
  12. Univ. of Texas, Austin, TX (United States). McDonald Observatory, Dept. of Astronomy
  13. Max Planck Society, Garching (Germany). Max Planck Inst. for Astrophysics
  14. Univ. of Iowa, Iowa City, IA (United States). Dept. of Physics & Astronomy
  15. Univ. of Washington, Seattle, WA (United States). Dept. of Astronomy
  16. Univ. of Portsmouth (United Kingdom). Inst. of Cosmology and Gravitation
  17. Univ. Nacional Autonoma de Mexico (UNAM), Mexico City (Mexico). Inst. de Astronomia
  18. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Physics Division
  19. Univ. of Wisconsin, Madison, WI (United States). Dept. of Astronomy; Open Univ., Milton Keynes (United Kingdom). Dept. of Physical Sciences
  20. Univ. of St. Andrews, St. Andrews (United States). School of Physics and Astronomy
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP); National Science Foundation (NSF)
OSTI Identifier:
1377515
Grant/Contract Number:  
AC02-05CH11231; AST-1517006
Resource Type:
Accepted Manuscript
Journal Name:
The Astronomical Journal (Online)
Additional Journal Information:
Journal Name: The Astronomical Journal (Online); Journal Volume: 152; Journal Issue: 4; Journal ID: ISSN 1538-3881
Publisher:
IOP Publishing - AAAS
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; data analysis; surveys; imaging spectroscopy

Citation Formats

Law, David R., Cherinka, Brian, Yan, Renbin, Andrews, Brett H., Bershady, Matthew A., Bizyaev, Dmitry, Blanc, Guillermo A., Blanton, Michael R., Bolton, Adam S., Brownstein, Joel R., Bundy, Kevin, Chen, Yanmei, Drory, Niv, D’Souza, Richard, Fu, Hai, Jones, Amy, Kauffmann, Guinevere, MacDonald, Nicholas, Masters, Karen L., Newman, Jeffrey A., Parejko, John K., Sánchez-Gallego, José R., Sánchez, Sebastian F., Schlegel, David J., Thomas, Daniel, Wake, David A., Weijmans, Anne-Marie, Westfall, Kyle B., and Zhang, Kai. The Data Reduction Pipeline for The SDSS-IV Manga IFU Galaxy Survey. United States: N. p., 2016. Web. doi:10.3847/0004-6256/152/4/83.
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Law, David R., Cherinka, Brian, Yan, Renbin, Andrews, Brett H., Bershady, Matthew A., Bizyaev, Dmitry, Blanc, Guillermo A., Blanton, Michael R., Bolton, Adam S., Brownstein, Joel R., Bundy, Kevin, Chen, Yanmei, Drory, Niv, D’Souza, Richard, Fu, Hai, Jones, Amy, Kauffmann, Guinevere, MacDonald, Nicholas, Masters, Karen L., Newman, Jeffrey A., Parejko, John K., Sánchez-Gallego, José R., Sánchez, Sebastian F., Schlegel, David J., Thomas, Daniel, Wake, David A., Weijmans, Anne-Marie, Westfall, Kyle B., & Zhang, Kai. The Data Reduction Pipeline for The SDSS-IV Manga IFU Galaxy Survey. United States. https://doi.org/10.3847/0004-6256/152/4/83
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Law, David R., Cherinka, Brian, Yan, Renbin, Andrews, Brett H., Bershady, Matthew A., Bizyaev, Dmitry, Blanc, Guillermo A., Blanton, Michael R., Bolton, Adam S., Brownstein, Joel R., Bundy, Kevin, Chen, Yanmei, Drory, Niv, D’Souza, Richard, Fu, Hai, Jones, Amy, Kauffmann, Guinevere, MacDonald, Nicholas, Masters, Karen L., Newman, Jeffrey A., Parejko, John K., Sánchez-Gallego, José R., Sánchez, Sebastian F., Schlegel, David J., Thomas, Daniel, Wake, David A., Weijmans, Anne-Marie, Westfall, Kyle B., and Zhang, Kai. Mon . "The Data Reduction Pipeline for The SDSS-IV Manga IFU Galaxy Survey". United States. https://doi.org/10.3847/0004-6256/152/4/83. https://www.osti.gov/servlets/purl/1377515.
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@article{osti_1377515,
title = {The Data Reduction Pipeline for The SDSS-IV Manga IFU Galaxy Survey},
author = {Law, David R. and Cherinka, Brian and Yan, Renbin and Andrews, Brett H. and Bershady, Matthew A. and Bizyaev, Dmitry and Blanc, Guillermo A. and Blanton, Michael R. and Bolton, Adam S. and Brownstein, Joel R. and Bundy, Kevin and Chen, Yanmei and Drory, Niv and D’Souza, Richard and Fu, Hai and Jones, Amy and Kauffmann, Guinevere and MacDonald, Nicholas and Masters, Karen L. and Newman, Jeffrey A. and Parejko, John K. and Sánchez-Gallego, José R. and Sánchez, Sebastian F. and Schlegel, David J. and Thomas, Daniel and Wake, David A. and Weijmans, Anne-Marie and Westfall, Kyle B. and Zhang, Kai},
abstractNote = {Mapping Nearby Galaxies at Apache Point Observatory (MaNGA) is an optical fiber-bundle integral-field unit (IFU) spectroscopic survey that is one of three core programs in the fourth-generation Sloan Digital Sky Survey (SDSS-IV). With a spectral coverage of 3622-10354 A and an average footprint of ~500 arcsec2 per IFU the scientific data products derived from MaNGA will permit exploration of the internal structure of a statistically large sample of 10,000 low-redshift galaxies in unprecedented detail. Comprising 174 individually pluggable science and calibration IFUs with a near-constant data stream, MaNGA is expected to obtain ~100 million raw-frame spectra and ~10 million reduced galaxy spectra over the six-year lifetime of the survey. In this contribution, we describe the MaNGA Data Reduction Pipeline algorithms and centralized metadata framework that produce sky-subtracted spectrophotometrically calibrated spectra and rectified three-dimensional data cubes that combine individual dithered observations. For the 1390 galaxy data cubes released in Summer 2016 as part of SDSS-IV Data Release 13, we demonstrate that the MaNGA data have nearly Poisson-limited sky subtraction shortward of ~8500 A and reach a typical 10σ limiting continuum surface brightness μ = 23.5 AB arcsec-2 in a five-arcsecond-diameter aperture in the g-band. The wavelength calibration of the MaNGA data is accurate to 5 km s-1 rms, with a median spatial resolution of 2.54 arcsec FWHM (1.8 kpc at the median redshift of 0.037) and a median spectral resolution of σ = 72 km s-1.},
doi = {10.3847/0004-6256/152/4/83},
journal = {The Astronomical Journal (Online)},
number = 4,
volume = 152,
place = {United States},
year = {Mon Sep 12 00:00:00 EDT 2016},
month = {Mon Sep 12 00:00:00 EDT 2016}
}
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https://doi.org/10.3847/0004-6256/152/4/83
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    SDSS-IV MaNGA: spatially resolved star formation histories and the connection to galaxy physical properties
    journal, July 2018

    • Rowlands, K.; Heckman, T.; Wild, V.
    • Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 2
    • DOI: 10.1093/mnras/sty1916

    SDSS-IV MaNGA: evidence of the importance of AGN feedback in low-mass galaxies
    journal, January 2018

    • Penny, Samantha J.; Masters, Karen L.; Smethurst, Rebecca
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 1
    • DOI: 10.1093/mnras/sty202

    SDSS-IV MaNGA: the spatial distribution of star formation and its dependence on mass, structure, and environment
    journal, January 2018

    • Spindler, Ashley; Wake, David; Belfiore, Francesco
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 1
    • DOI: 10.1093/mnras/sty247

    SDSS-IV MaNGA: the formation sequence of S0 galaxies
    journal, September 2018

    • Fraser-McKelvie, Amelia; Aragón-Salamanca, Alfonso; Merrifield, Michael
    • Monthly Notices of the Royal Astronomical Society, Vol. 481, Issue 4
    • DOI: 10.1093/mnras/sty2563

    Mildly suppressed star formation in central regions of MaNGA Seyfert galaxies
    journal, October 2018

    • Bing, Longji; Shi, Yong; Chen, Yanmei
    • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1
    • DOI: 10.1093/mnras/sty2662

    SDSS-IV MaNGA: pattern speeds of barred galaxies
    journal, October 2018

    • Guo, Rui; Mao, Shude; Athanassoula, E.
    • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 2
    • DOI: 10.1093/mnras/sty2715

    SDSS-IV MaNGA – an archaeological view of the cosmic star formation history
    journal, October 2018

    • Sánchez, S. F.; Avila-Reese, V.; Rodríguez-Puebla, A.
    • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 2
    • DOI: 10.1093/mnras/sty2730

    SDSS-IV MaNGA: signatures of halo assembly in kinematically misaligned galaxies
    journal, November 2018

    • Duckworth, Christopher; Tojeiro, Rita; Kraljic, Katarina
    • Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 1
    • DOI: 10.1093/mnras/sty3101

    Optical integral field spectroscopy observations applied to simulated galaxies: testing the fossil record method
    journal, November 2018

    • Ibarra-Medel, Héctor J.; Avila-Reese, Vladimir; Sánchez, Sebastián F.
    • Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 4
    • DOI: 10.1093/mnras/sty3256

    SDSS-IV MaNGA: local and global chemical abundance patterns in early-type galaxies
    journal, December 2018

    • Parikh, Taniya; Thomas, Daniel; Maraston, Claudia
    • Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 3
    • DOI: 10.1093/mnras/sty3339

    SDSS-IV MaNGA: global stellar population and gradients for about 2000 early-type and spiral galaxies on the mass–size plane
    journal, February 2018

    • Li, Hongyu; Mao, Shude; Cappellari, Michele
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 2
    • DOI: 10.1093/mnras/sty334

    The first 62 AGN observed with SDSS-IV MaNGA – III: stellar and gas kinematics
    journal, December 2018

    • Ilha, Gabriele S.; Riffel, Rogemar A.; Schimoia, Jaderson S.
    • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 1
    • DOI: 10.1093/mnras/sty3373

    SDSS-IV MaNGA: modelling the metallicity gradients of gas and stars – radially dependent metal outflow versus IMF
    journal, February 2018

    • Lian, Jianhui; Thomas, Daniel; Maraston, Claudia
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 3
    • DOI: 10.1093/mnras/sty425

    SDSS-IV MaNGA: stellar angular momentum of about 2300 galaxies: unveiling the bimodality of massive galaxy properties
    journal, March 2018

    • Graham, Mark T.; Cappellari, Michele; Li, Hongyu
    • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4
    • DOI: 10.1093/mnras/sty504

    A study of environmental effects on galaxy spin using MaNGA data
    journal, March 2018

    • Lee, Jong Chul; Hwang, Ho Seong; Chung, Haeun
    • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 2
    • DOI: 10.1093/mnras/sty729

    SDSS IV MaNGA – sSFR profiles and the slow quenching of discs in green valley galaxies
    journal, March 2018

    • Belfiore, Francesco; Maiolino, Roberto; Bundy, Kevin
    • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 3
    • DOI: 10.1093/mnras/sty768

    SDSS-IV MaNGA: the spatially resolved stellar initial mass function in ∼400 early-type galaxies
    journal, March 2018

    • Parikh, Taniya; Thomas, Daniel; Maraston, Claudia
    • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 3
    • DOI: 10.1093/mnras/sty785

    The first 62 AGN observed with SDSS-IV MaNGA – IV. Gas excitation and star formation rate distributions
    journal, April 2019

    • Nascimento, Janaína C. do; Storchi-Bergmann, Thaisa; Mallmann, Nícolas D.
    • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
    • DOI: 10.1093/mnras/stz1083

    What drives the velocity dispersion of ionized gas in star-forming galaxies?
    journal, April 2019

    • Yu, Xiaoling; Shi, Yong; Chen, Yanmei
    • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
    • DOI: 10.1093/mnras/stz1146

    Two growing modes and the morphology–quiescence relation in isolated galaxies
    journal, May 2019

    • Woo, Joanna; Ellison, Sara L.
    • Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 2
    • DOI: 10.1093/mnras/stz1377

    SDSS-IV MaNGA: effects of morphology in the global and local star formation main sequences
    journal, July 2019

    • Cano-Díaz, M.; Ávila-Reese, V.; Sánchez, S. F.
    • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 3
    • DOI: 10.1093/mnras/stz1894

    The spatial extension of extended narrow line regions in MaNGA AGN
    journal, August 2019

    • Chen, Jianhang; Shi, Yong; Dempsey, Ross
    • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 1
    • DOI: 10.1093/mnras/stz2183

    Time-slicing spiral galaxies with SDSS-IV MaNGA
    journal, August 2019

    • Peterken, Thomas; Fraser-McKelvie, Amelia; Aragón-Salamanca, Alfonso
    • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 1
    • DOI: 10.1093/mnras/stz2204

    Diffuse ionized gas and its effects on nebular metallicity estimates of star-forming galaxies
    journal, September 2019

    • Vale Asari, N.; Couto, G. S.; Cid Fernandes, R.
    • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4
    • DOI: 10.1093/mnras/stz2470

    Post-starburst galaxies in SDSS-IV MaNGA
    journal, September 2019

    • Chen, Yan-Mei; Shi, Yong; Wild, Vivienne
    • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4
    • DOI: 10.1093/mnras/stz2494

    SDSS-IV MaNGA: the inner density slopes of nearby galaxies
    journal, September 2019

    • Li, Ran; Li, Hongyu; Shao, Shi
    • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2
    • DOI: 10.1093/mnras/stz2565

    Spatially resolved signature of quenching in star-forming galaxies
    journal, October 2019

    • Quai, Salvatore; Pozzetti, Lucia; Moresco, Michele
    • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2
    • DOI: 10.1093/mnras/stz2771

    Decoupling the rotation of stars and gas – I. The relationship with morphology and halo spin
    journal, December 2019

    • Duckworth, Christopher; Tojeiro, Rita; Kraljic, Katarina
    • Monthly Notices of the Royal Astronomical Society, Vol. 492, Issue 2
    • DOI: 10.1093/mnras/stz3575

    SDSS-IV MaNGA: full spectroscopic bulge-disc decomposition of MaNGA early-type galaxies
    journal, February 2019

    • Tabor, Martha; Merrifield, Michael; Aragón-Salamanca, Alfonso
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2
    • DOI: 10.1093/mnras/stz431

    Outlying Hα emitters in SDSS IV MaNGA
    journal, February 2019

    • Bait, Omkar; Wadadekar, Yogesh; Barway, Sudhanshu
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 1
    • DOI: 10.1093/mnras/stz433

    Widespread star formation inside galactic outflows
    journal, February 2019

    • Gallagher, R.; Maiolino, R.; Belfiore, F.
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 3
    • DOI: 10.1093/mnras/stz564

    SDSS-IV MaNGA: stellar initial mass function variation inferred from Bayesian analysis of the integral field spectroscopy of early-type galaxies
    journal, March 2019

    • Zhou, Shuang; Mo, H. J.; Li, Cheng
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 4
    • DOI: 10.1093/mnras/stz764

    Properties of ionized outflows in MaNGA DR2 galaxies
    journal, March 2019

    • Rodríguez del Pino, Bruno; Arribas, Santiago; Piqueras López, Javier
    • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 1
    • DOI: 10.1093/mnras/stz816

    Precessing winds from the nucleus of the prototype Red Geyser?
    journal, March 2019

    • Riffel, Rogemar A.; Nemmen, Rodrigo S.; Ilha, Gabriele S.
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 4
    • DOI: 10.1093/mnras/stz841

    Discovery of a dual active galactic nucleus with ∼8 kpc separation
    journal, May 2017

    • Ellison, Sara L.; Secrest, Nathan J.; Mendel, J. Trevor
    • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 470, Issue 1
    • DOI: 10.1093/mnrasl/slx076

    SDSS-IV MaNGA: stellar population gradients within barred galaxies
    journal, June 2019

    • Fraser-McKelvie, Amelia; Merrifield, Michael; Aragón-Salamanca, Alfonso
    • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 488, Issue 1
    • DOI: 10.1093/mnrasl/slz085

    Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
    journal, June 2017

    • Blanton, Michael R.; Bershady, Matthew A.; Abolfathi, Bela
    • The Astronomical Journal, Vol. 154, Issue 1
    • DOI: 10.3847/1538-3881/aa7567

    Marvin: A Tool Kit for Streamlined Access and Visualization of the SDSS-IV MaNGA Data Set
    journal, July 2019

    • Cherinka, Brian; Andrews, Brett H.; Sánchez-Gallego, José
    • The Astronomical Journal, Vol. 158, Issue 2
    • DOI: 10.3847/1538-3881/ab2634

    The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Emission-line Modeling
    journal, September 2019

    • Belfiore, Francesco; Westfall, Kyle B.; Schaefer, Adam
    • The Astronomical Journal, Vol. 158, Issue 4
    • DOI: 10.3847/1538-3881/ab3e4e

    The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Overview
    journal, November 2019

    • Westfall, Kyle B.; Cappellari, Michele; Bershady, Matthew A.
    • The Astronomical Journal, Vol. 158, Issue 6
    • DOI: 10.3847/1538-3881/ab44a2

    Covariance-regularized Reconstruction of Data Cubes in Integral Field Spectroscopy and Application to MaNGA Data
    journal, December 2019

    • Liu, Dou; Blanton, Michael R.; Law, David R.
    • The Astronomical Journal, Vol. 159, Issue 1
    • DOI: 10.3847/1538-3881/ab5aeb

    SDSS-IV MaNGA: What Shapes the Distribution of Metals in Galaxies? Exploring the Roles of the Local Gas Fraction and Escape Velocity
    journal, January 2018

    • Barrera-Ballesteros, J. K.; Heckman, T.; Sánchez, S. F.
    • The Astrophysical Journal, Vol. 852, Issue 2
    • DOI: 10.3847/1538-4357/aa9b31

    SDSS-IV MaNGA: Uncovering the Angular Momentum Content of Central and Satellite Early-type Galaxies
    journal, January 2018

    SDSS IV MaNGA: Dependence of Global and Spatially Resolved SFR– M ∗ Relations on Galaxy Properties
    journal, February 2018

    The Global and Radial Stellar Mass Assembly of Milky Way-sized Galaxies
    journal, February 2018

    • Avila-Reese, Vladimir; González-Samaniego, Alejandro; Colín, Pedro
    • The Astrophysical Journal, Vol. 854, Issue 2
    • DOI: 10.3847/1538-4357/aaab69

    SDSS-IV MaNGA: Star Formation Cessation in Low-redshift Galaxies. I. Dependence on Stellar Mass and Structural Properties
    journal, April 2018

    SDSS-IV MaNGA: Galaxy Pair Fraction and Correlated Active Galactic Nuclei
    journal, March 2018

    • Fu, Hai; Steffen, Joshua L.; Gross, Arran C.
    • The Astrophysical Journal, Vol. 856, Issue 2
    • DOI: 10.3847/1538-4357/aab364

    A Candidate Tidal Disruption Event in a Quasar at z = 2.359 from Abundance Ratio Variability
    journal, May 2018

    Low Metallicities and Old Ages for Three Ultra-diffuse Galaxies in the Coma Cluster
    journal, May 2018

    A Test of MONDian Gravity in ∼300 Pressure-supported Elliptical Galaxies from the MaNGA Survey
    journal, August 2018

    • Durazo, R.; Hernandez, X.; Cervantes Sodi, B.
    • The Astrophysical Journal, Vol. 863, Issue 1
    • DOI: 10.3847/1538-4357/aacf97

    Imaging Spectroscopy of Ionized Gaseous Nebulae around Optically Faint AGNs at Redshift z ∼ 2
    journal, October 2018

    • Law, David R.; Steidel, Charles C.; Chen, Yuguang
    • The Astrophysical Journal, Vol. 866, Issue 2
    • DOI: 10.3847/1538-4357/aae156

    Detecting Radio AGN Signatures in Red Geysers
    journal, December 2018

    SDSS-IV MaNGA: The Roles of AGNs and Dynamical Processes in Star Formation Quenching in Nearby Disk Galaxies
    journal, December 2018

    Anomalously Low-metallicity Regions in MaNGA Star-forming Galaxies: Accretion Caught in Action?
    journal, February 2019

    • Hwang, Hsiang-Chih; Barrera-Ballesteros, Jorge K.; Heckman, Timothy M.
    • The Astrophysical Journal, Vol. 872, Issue 2
    • DOI: 10.3847/1538-4357/aaf7a3

    Interpreting the Star Formation–Extinction Relation with MaNGA
    journal, February 2019

    Alignment between Filaments and Galaxy Spins from the MaNGA Integral-field Survey
    journal, May 2019

    • Krolewski, Alex; Ho, Shirley; Chen, Yen-Chi
    • The Astrophysical Journal, Vol. 876, Issue 1
    • DOI: 10.3847/1538-4357/ab1010

    On the Elevation and Suppression of Star Formation within Galaxies
    journal, June 2019

    • Wang, Enci; Lilly, Simon J.; Pezzulli, Gabriele
    • The Astrophysical Journal, Vol. 877, Issue 2
    • DOI: 10.3847/1538-4357/ab1c5b

    Signatures of Stellar Accretion in MaNGA Early-type Galaxies
    journal, July 2019

    • Oyarzún, Grecco A.; Bundy, Kevin; Westfall, Kyle B.
    • The Astrophysical Journal, Vol. 880, Issue 2
    • DOI: 10.3847/1538-4357/ab297c

    Characterizing the Local Relation between Star Formation Rate and Gas-phase Metallicity in MaNGA Spiral Galaxies
    journal, August 2019

    • Sánchez-Menguiano, Laura; Almeida, Jorge Sánchez; Muñoz-Tuñón, Casiana
    • The Astrophysical Journal, Vol. 882, Issue 1
    • DOI: 10.3847/1538-4357/ab3044

    SDSS IV MaNGA: Star-formation-driven Biconical Outflows in the Local Universe
    journal, September 2019

    Resolved and Integrated Stellar Masses in the SDSS-iv/MaNGA Survey. I. PCA Spectral Fitting and Stellar Mass-to-light Ratio Estimates
    journal, September 2019

    • Pace, Zachary J.; Tremonti, Christy; Chen, Yanmei
    • The Astrophysical Journal, Vol. 883, Issue 1
    • DOI: 10.3847/1538-4357/ab3723

    Resolved and Integrated Stellar Masses in the SDSS-IV/MaNGA Survey. II. Applications of PCA-based Stellar Mass Estimates
    journal, September 2019

    • Pace, Zachary J.; Tremonti, Christy; Chen, Yanmei
    • The Astrophysical Journal, Vol. 883, Issue 1
    • DOI: 10.3847/1538-4357/ab3726

    SDSS-IV MaStar: A Large and Comprehensive Empirical Stellar Spectral Library—First Release
    journal, October 2019

    SDSS-IV MaNGA: Evidence for Enriched Accretion onto Satellite Galaxies in Dense Environments
    journal, October 2019

    • Schaefer, Adam L.; Tremonti, Christy; Pace, Zachary
    • The Astrophysical Journal, Vol. 884, Issue 2
    • DOI: 10.3847/1538-4357/ab43ca

    A Variant Stellar-to-nebular Dust Attenuation Ratio on Subgalactic and Galactic Scales
    journal, January 2020

    The Fifteenth Data Release of the Sloan Digital Sky Surveys: First Release of MaNGA-derived Quantities, Data Visualization Tools, and Stellar Library
    journal, January 2019

    • Aguado, D. S.; Ahumada, Romina; Almeida, Andrés
    • The Astrophysical Journal Supplement Series, Vol. 240, Issue 2
    • DOI: 10.3847/1538-4365/aaf651

    Spatially Resolved Studies of Local Massive Red Spiral Galaxies
    journal, September 2019

    SDSS-IV MaNGA: Variations in the N/O–O/H Relation Bias Metallicity Gradient Measurements
    journal, February 2020

    • Schaefer, Adam L.; Tremonti, Christy; Belfiore, Francesco
    • The Astrophysical Journal, Vol. 890, Issue 1
    • DOI: 10.3847/2041-8213/ab6f06

    Mildly suppressed star formation in central regions of MaNGA Seyfert galaxies
    text, January 2019

    • Bing, L.; Shi, Y.; Chen, Y.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.33990

    SDSS-IV MaNGA: Evidence for enriched accretion onto satellite galaxies in dense environments
    text, January 2019

    • Schaefer, Adam L.; Tremonti, Christy; Pace, Zachary
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.44573

    SDSS IV MaNGA - sSFR profiles and the slow quenching of discs in green valley galaxies
    text, January 2018

    • Belfiore, F.; Maiolino, Roberto; Bundy, K.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.33392

    Widespread star formation inside galactic outflows
    text, January 2019

    • Gallagher, R.; Maiolino, Roberto; Belfiore, F.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.36663

    Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
    text, January 2017

    • Blanton, Mr; Bershady, Ma; Abolfathi, B.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.25008

    SDSS IV MaNGA – metallicity and nitrogen abundance gradients in local galaxies
    text, January 2017

    • Belfiore, Francesco; Maiolino, Roberto; Tremonti, C.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.10966

    Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
    text, January 2017

    Discovery of a dual active galactic nucleus with ~ 8 kpc separation
    text, January 2017

    SDSS IV MaNGA - sSFR profiles and the slow quenching of discs in green valley galaxies
    text, January 2017

    The global and radial stellar mass assembly of Milky Way-sized galaxies
    text, January 2018

    A Study of Environmental Effects on Galaxy Spin Using MaNGA Data
    text, January 2018

    SDSS-IV MaNGA: The Spatially Resolved Stellar Initial Mass Function in $\sim$400 Early-Type Galaxies
    text, January 2018

    The first 62 AGN observed with SDSS-IV MaNGA - II: resolved stellar populations
    text, January 2018

    SDSS IV MaNGA - An archaeological view of the Cosmic Star Formation History
    text, January 2018

    Imaging Spectroscopy of Ionized Gaseous Nebulae around Optically Faint AGN at Redshift z ~ 2
    text, January 2018

    Detecting Radio-AGN signatures in Red geysers
    text, January 2018

    SDSS-IV MaNGA: Signatures of halo assembly in kinematically misaligned galaxies
    text, January 2018

    SDSS-IV MaNGA: local and global chemical abundance patterns in early-type galaxies
    text, January 2018

    Marvin: A Toolkit for Streamlined Access and Visualization of the SDSS-IV MaNGA Data Set
    text, January 2018

    The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Overview
    text, January 2019

    Precessing winds from the nucleus of the prototype Red Geyser?
    text, January 2019

    Characterizing the local relation between star formation rate and gas-phase metallicity in MaNGA spiral galaxies
    text, January 2019

    The first 62 AGN observed with SDSS-IV MaNGA - IV: gas excitation and star-formation rate distributions
    text, January 2019

    What drives the velocity dispersion of ionized gas in star-forming galaxies?
    text, January 2019

    SDSS-IV MaNGA: Effects of Morphology in the global and local Star Formation Main Sequences
    text, January 2019

    Diffuse ionized gas and its effects on nebular metallicity estimates of star-forming galaxies
    text, January 2019

    SDSS IV MaNGA -- Star-Formation Driven Biconical Outflows in the Local Univers
    text, January 2019

    Post-Starburst Galaxies in SDSS-IV MaNGA
    text, January 2019

    SDSS-IV MaNGA: Variations in the N/O -- O/H relation bias metallicity gradient measurements
    text, January 2019

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