A

Selective Dynamical Imaging of Interferometric Data

The Astrophysical Journal Letters, vol. 930, pp. L18

Abstract

Abstract Recent developments in very long baseline interferometry (VLBI) have made it possible for the Event Horizon Telescope (EHT) to resolve the innermost accretion flows of the largest supermassive black holes on the sky. The sparse nature of the EHT’s (u, v)-coverage presents a challenge when attempting to resolve highly time-variable sources. We demonstrate that the changing (u, v)-coverage of the EHT can contain regions of time over the course of a single observation that facilitate dynamical imaging. These optimal time regions typically have projected baseline distributions that are approximately angularly isotropic and radially homogeneous. We derive a metric of coverage quality based on baseline isotropy and density that is capable of ranking array configurations by their ability to produce accurate dynamical reconstructions. We compare this metric to existing metrics in the literature and investigate their utility by performing dynamical reconstructions on synthetic data from simulated EHT observations of sources with simple orbital variability. We then use these results to make recommendations for imaging the 2017 EHT Sgr A* data set.

Authors 99

  1. Joseph Farah corresponding

    Las Cumbres Observatory Global Telescope Network · University of California, Santa Barbara

    Affiliation as printed

    Department of Physics, University of California, Santa Barbara, CA 93106-9530, USA

    Las Cumbres Observatory, 6740 Cortona Drive, Suite 102, Goleta, CA 93117-5575, USA; josephfarah@ucsb.edu

    Las Cumbres Observatory, 6740 Cortona Drive, Suite 102, Goleta, CA 93117-5575, USA

  2. Harvard University

    Affiliation as printed

    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Department of History of Science, Harvard University, Cambridge, MA 02138, USA

    Department of Physics, Harvard University, Cambridge, MA 02138, USA

  3. Harvard University · National Astronomical Observatory of Japan · Massachusetts Institute of Technology

    Affiliation as printed

    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Massachusetts Institute of Technology Haystack Observatory, 99 Millstone Road, Westford, MA 01886, USA

    National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan

  4. California Institute of Technology · Harvard University · Center for Astrophysics Harvard & Smithsonian

    Affiliation as printed

    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  5. Institute of Astronomy and Astrophysics, Academia Sinica

    Affiliation as printed

    Institute of Astronomy and Astrophysics, Academia Sinica, 645 N. A’ohoku Place, Hilo, HI 96720, USA

    Institute of Astronomy and Astrophysics, Academia Sinica, 645 N. A'ohoku Place, Hilo, HI 96720, USA

  6. Princeton University

    Affiliation as printed

    NASA Hubble Fellowship Program, Einstein Fellow

    Princeton Center for Theoretical Science, Jadwin Hall, Princeton University, Princeton, NJ 08544, USA

  7. Instituto de Astrofísica de Andalucía

    Affiliation as printed

    Instituto de Astrofísica de Andalucía-CSIC, Glorieta de la Astronomía s/n, E-18008 Granada, Spain

  8. José Luis Gómez corresponding

    Instituto de Astrofísica de Andalucía

    Affiliation as printed

    Instituto de Astrofísica de Andalucía-CíSIC, Glorieta de la Astronomía s/n, E-18008 Granada, Spain

  9. The Graduate University for Advanced Studies, SOKENDAI · National Astronomical Observatory of Japan · The University of Tokyo

    Affiliation as printed

    Department of Astronomical Science, The Graduate University for Advanced Studies (SOKENDAI), 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan

    Department of Astronomy, Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan

    Mizusawa VLBI Observatory, National Astronomical Observatory of Japan, 2-12 Hoshigaoka, Mizusawa, Oshu, Iwate 023-0861, Japan

  10. Harvard University · Center for Astrophysics Harvard & Smithsonian

    Affiliation as printed

    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  11. National Astronomical Observatory of Japan · The University of Tokyo

    Affiliation as printed

    Department of Astronomy, Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan

    Mizusawa VLBI Observatory, National Astronomical Observatory of Japan, 2-12 Hoshigaoka, Mizusawa, Oshu, Iwate 023-0861, Japan

  12. University of Arizona

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    Steward Observatory and Department of Astronomy, University of Arizona, 933 N. Cherry Ave., Tucson, AZ 85721, USA

  13. National Astronomical Observatory of Japan · Massachusetts Institute of Technology

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    Massachusetts Institute of Technology Haystack Observatory, 99 Millstone Road, Westford, MA 01886, USA

    Mizusawa VLBI Observatory, National Astronomical Observatory of Japan, 2-12 Hoshigaoka, Mizusawa, Oshu, Iwate 023-0861, Japan

  14. Harvard University · Center for Astrophysics Harvard & Smithsonian

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  15. Harvard University · Center for Astrophysics Harvard & Smithsonian

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  16. University of Waterloo

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    Department of Physics and Astronomy, University of Waterloo, 200 University Avenue W, Waterloo, ON N2L 3G1, Canada

    Waterloo Centre for Astrophysics, University of Waterloo, Waterloo, ON N2L 3G1, Canada

  17. Max Planck Institute for Radio Astronomy

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    Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany

  18. Instituto de Astrofísica de Andalucía

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    Instituto de Astrofísica de Andalucía-CSIC, Glorieta de la Astronomía s/n, E-18008 Granada, Spain

  19. Instituto de Astrofísica de Andalucía

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  20. Max Planck Institute for Radio Astronomy

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    Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany

  21. University of Malaya

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    Department of Physics, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, Malaysia

  22. Harvard University · Center for Astrophysics Harvard & Smithsonian

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  23. Institute of Astronomy and Astrophysics, Academia Sinica · Academia Sinica

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    Observatori Astronòmic, Universitat de València, C. Catedrático José Beltrán 2, E-46980 Paterna, València, Spain

    Departament d'Astronomia i Astrofísica, Universitat de València, C. Dr. Moliner 50, E-46100 Burjassot, València, Spain

  25. Max Planck Institute for Radio Astronomy

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    Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany

  26. University of Arizona

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    Steward Observatory and Department of Astronomy, University of Arizona, 933 N. Cherry Ave., Tucson, AZ 85721, USA

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

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    Massachusetts Institute of Technology Haystack Observatory, 99 Millstone Road, Westford, MA 01886, USA

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    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

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    Institut de Radioastronomie Millimétrique, 300 rue de la Piscine, F-38406 Saint Martin d'Hères, France

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    Department of Astrophysics, Institute for Mathematics, Astrophysics and Particle Physics (IMAPP), Radboud University, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands

  37. Harvard University · Center for Astrophysics Harvard & Smithsonian

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  38. Max Planck Institute for Radio Astronomy

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    Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany

  39. University of Waterloo · Perimeter Institute

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    Department of Physics and Astronomy, University of Waterloo, 200 University Avenue W, Waterloo, ON N2L 3G1, Canada

    Perimeter Institute for Theoretical Physics, 31 Caroline Street N, Waterloo, ON N2L 2Y5, Canada

    Waterloo Centre for Astrophysics, University of Waterloo, Waterloo, ON N2L 3G1, Canada

  40. Institut de Radioastronomie Millimétrique

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    Institut de Radioastronomie Millimétrique, 300 rue de la Piscine, F-38406 Saint Martin d’Hères, France

    Institut de Radioastronomie Millimétrique, 300 rue de la Piscine, F-38406 Saint Martin d'Hères, France

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    Department of Astrophysics, Institute for Mathematics, Astrophysics and Particle Physics (IMAPP), Radboud University, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands

  42. University of Massachusetts Amherst

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    Department of Astronomy, University of Massachusetts, Amherst, Amherst, MA 01003, USA

  43. Korea Astronomy and Space Science Institute · Korea University of Science and Technology

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    Korea Astronomy and Space Science Institute, Daedeok-daero 776, Yuseong-gu, Daejeon 34055, Republic of Korea

    University of Science and Technology, Gajeong-ro 217, Yuseong-gu, Daejeon 34113, Republic of Korea

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    Enrico Fermi Institute, University of Chicago, 5640 South Ellis Avenue, Chicago, IL 60637, USA

    Kavli Institute for Cosmological Physics, University of Chicago, 5640 South Ellis Avenue, Chicago, IL 60637, USA

  45. University of Arizona

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    Data Science Institute, University of Arizona, 1230 N. Cherry Ave., Tucson, AZ 85721, USA

    Steward Observatory and Department of Astronomy, University of Arizona, 933 N. Cherry Ave., Tucson, AZ 85721, USA

  46. University of Amsterdam

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    Anton Pannekoek Institute for Astronomy, University of Amsterdam, Science Park 904, 1098 XH, Amsterdam, The Netherlands

  47. Cornell University

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    Cornell Center for Astrophysics and Planetary Science, Cornell University, Ithaca, NY 14853, USA

  48. Institute of Astronomy and Astrophysics, Academia Sinica

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    Institute of Astronomy and Astrophysics, Academia Sinica, 645 N. A’ohoku Place, Hilo, HI 96720, USA

    Institute of Astronomy and Astrophysics, Academia Sinica, 645 N. A'ohoku Place, Hilo, HI 96720, USA

  49. Chinese Academy of Sciences · Shanghai Astronomical Observatory

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    Key Laboratory of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210008, People’s Republic of China; Shanghai Astronomical Observatory, Chinese Academy of Sciences, 80 Nandan Road, Shanghai 200030, People’s Republic of China

  50. Instituto de Astrofísica de Andalucía

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    Instituto de Astrofísica de Andalucía-CíSIC, Glorieta de la Astronomía s/n, E-18008 Granada, Spain

  51. Fairfield University

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    Physics Department, Fairfield University, 1073 North Benson Road, Fairfield, CT 06824, USA

  52. Chalmers University of Technology

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    Department of Space, Earth and Environment, Chalmers University of Technology, Onsala Space Observatory, SE-43992 Onsala, Sweden

  53. Cornell University

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    Cornell Center for Astrophysics and Planetary Science, Cornell University, Ithaca, NY 14853, USA

  54. University of Chicago

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    Department of Astronomy and Astrophysics, University of Chicago, 5640 South Ellis Avenue, Chicago, IL 60637, USA

    Kavli Institute for Cosmological Physics, University of Chicago, 5640 South Ellis Avenue, Chicago, IL 60637, USA

  55. Massachusetts Institute of Technology

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    Massachusetts Institute of Technology Haystack Observatory, 99 Millstone Road, Westford, MA 01886, USA

  56. Goethe University Frankfurt

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    Institut für Theoretische Physik, Goethe-Universität Frankfurt, Max-von-Laue-Straße 1, D-60438 Frankfurt am Main, Germany

  57. The Graduate University for Advanced Studies, SOKENDAI · National Astronomical Observatory of Japan

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    Department of Astronomical Science, The Graduate University for Advanced Studies (SOKENDAI), 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan

    Mizusawa VLBI Observatory, National Astronomical Observatory of Japan, 2-12 Hoshigaoka, Mizusawa, Oshu, Iwate 023-0861, Japan

  58. Radboud University Nijmegen · Flatiron Institute · Columbia University

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    Center for Computational Astrophysics, Flatiron Institute, 162 Fifth Avenue, New York, NY 10010, USA

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  59. Goethe University Frankfurt · Istituto Nazionale di Fisica Nucleare, Sezione di Napoli · University of Naples Federico II

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    Dipartimento di Fisica “E. Pancini”, Universitá di Napoli “Federico II”, Compl. Univ. di Monte S. Angelo, Edificio G, Via Cinthia, I-80126, Napoli, Italy

    INFN Sez. di Napoli, Compl. Univ. di Monte S. Angelo, Edificio G, Via Cinthia, I-80126, Napoli, Italy

    Institut für Theoretische Physik, Goethe-Universität Frankfurt, Max-von-Laue-Straße 1, D-60438 Frankfurt am Main, Germany

    Dipartimento di Fisica "E. Pancini", Universitá di Napoli "Federico II", Compl. Univ. di Monte S. Angelo, Edificio G, Via Cinthia, I-80126, Napoli, Italy

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    Centre for Radio Astronomy Techniques and Technologies, Department of Physics and Electronics, Rhodes University, Makhanda 6140, South Africa

    Department of Physics, University of Pretoria, Hatfield, Pretoria 0028, South Africa

    Wits Centre for Astrophysics, University of the Witwatersrand, 1 Jan Smuts Avenue, Braamfontein, Johannesburg 2050, South Africa

  61. East Asian Observatory

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    East Asian Observatory, 660 N. A’ohoku Place, Hilo, HI 96720, USA

    East Asian Observatory, 660 N. A'ohoku Place, Hilo, HI 96720, USA

  62. Centre National de la Recherche Scientifique · Université Paris Sciences et Lettres · Observatoire de Paris · Sorbonne Université · Laboratoire d’études spatiales et d’instrumentation en astrophysique

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    LESIA, Observatoire de Paris, Université PSL, CNRS, Sorbonne Université, Université de Paris, 5 place Jules Janssen, F-92195 Meudon, France

  63. Harvard University · Center for Astrophysics Harvard & Smithsonian

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

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  64. Chinese Academy of Sciences · Max Planck Institute for Radio Astronomy · National Astronomical Observatories

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    National Astronomical Observatories, Chinese Academy of Sciences, 20A Datun Road, Chaoyang District, Beijing 100101, People’s Republic of China

    National Astronomical Observatories, Chinese Academy of Sciences, 20A Datun Road, Chaoyang District, Beijing 100101, People's Republic of China

  65. Radboud University Nijmegen

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    Department of Astrophysics, Institute for Mathematics, Astrophysics and Particle Physics (IMAPP), Radboud University, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands

  66. Massachusetts Institute of Technology

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  69. Radboud University Nijmegen

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    Department of Astrophysics, Institute for Mathematics, Astrophysics and Particle Physics (IMAPP), Radboud University, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands

  70. East Asian Observatory

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    East Asian Observatory, 660 N. A’ohoku Place, Hilo, HI 96720, USA

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  78. Chinese Academy of Sciences · Shanghai Astronomical Observatory

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  80. The Graduate University for Advanced Studies, SOKENDAI · National Astronomical Observatory of Japan

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    Department of Astronomical Science, The Graduate University for Advanced Studies (SOKENDAI), 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan

    Mizusawa VLBI Observatory, National Astronomical Observatory of Japan, 2-12 Hoshigaoka, Mizusawa, Oshu, Iwate 023-0861, Japan

  81. Trottier Space Institute at McGill · McGill University

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    Department of Physics, McGill University, 3600 rue University, Montréal, QC H3A 2T8, Canada

    McGill Space Institute, McGill University, 3550 rue University, Montréal, QC H3A 2A7, Canada

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  84. Peking University

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    Kavli Institute for Astronomy and Astrophysics, Peking University, Beijing 100871, People’s Republic of China

  85. Institute of Astronomy and Astrophysics, Academia Sinica · Academia Sinica

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    Institute of Astronomy and Astrophysics, Academia Sinica, 11F of Astronomy-Mathematics Building, AS/NTU No. 1, Sec. 4, Roosevelt Rd., Taipei 10617, Taiwan, R.O.C

  86. Chinese Academy of Sciences · Shanghai Astronomical Observatory

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    Key Laboratory for Research in Galaxies and Cosmology, Chinese Academy of Sciences, Shanghai 200030, People’s Republic of China; Shanghai Astronomical Observatory, Chinese Academy of Sciences, 80 Nandan Road, Shanghai 200030, People’s Republic of China

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    Department of Statistical Science, The Graduate University for Advanced Studies (SOKENDAI), 10-3 Midori-cho, Tachikawa, Tokyo 190-8562, Japan

    Kavli Institute for the Physics and Mathematics of the Universe, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa 277-8583, Japan

    National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan

    The Institute of Statistical Mathematics, 10-3 Midori-cho, Tachikawa, Tokyo 190-8562, Japan

  89. Institute of Astronomy and Astrophysics, Academia Sinica · Academia Sinica

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    Institute of Astronomy and Astrophysics, Academia Sinica, 11F of Astronomy-Mathematics Building, AS/NTU No. 1, Sec. 4, Roosevelt Rd., Taipei 10617, Taiwan, R.O.C

  90. Radboud University Nijmegen

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    Department of Astrophysics, Institute for Mathematics, Astrophysics and Particle Physics (IMAPP), Radboud University, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands

  91. Harvard University · Center for Astrophysics Harvard & Smithsonian

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    Black Hole Initiative at Harvard University, 20 Garden Street, Cambridge, MA 02138, USA

    Center for Astrophysics ∣ Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA

  92. University of Arizona

    Affiliation as printed

    Steward Observatory and Department of Astronomy, University of Arizona, 933 N. Cherry Ave., Tucson, AZ 85721, USA

  93. Max Planck Institute for Radio Astronomy

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    Max-Planck-Institut für Radioastronomie, Auf dem Hügel 69, D-53121 Bonn, Germany

  94. University of Waterloo

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    Department of Physics and Astronomy, University of Waterloo, 200 University Avenue W, Waterloo, ON N2L 3G1, Canada

    Waterloo Centre for Astrophysics, University of Waterloo, Waterloo, ON N2L 3G1, Canada

  95. Chinese Academy of Sciences · Shanghai Astronomical Observatory

    Affiliation as printed

    Shanghai Astronomical Observatory, Chinese Academy of Sciences, 80 Nandan Road, Shanghai 200030, People’s Republic of China

  96. Radboud University Nijmegen

    Affiliation as printed

    Department of Astrophysics, Institute for Mathematics, Astrophysics and Particle Physics (IMAPP), Radboud University, P.O. Box 9010, 6500 GL Nijmegen, The Netherlands

  97. Boston University

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    Institute for Astrophysical Research, Boston University, 725 Commonwealth Ave., Boston, MA 02215, USA

  98. Korea Astronomy and Space Science Institute · Korea University of Science and Technology

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    Korea Astronomy and Space Science Institute, Daedeok-daero 776, Yuseong-gu, Daejeon 34055, Republic of Korea

    University of Science and Technology, Gajeong-ro 217, Yuseong-gu, Daejeon 34113, Republic of Korea

  99. University of Waterloo · Perimeter Institute

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    Department of Physics and Astronomy, University of Waterloo, 200 University Avenue W, Waterloo, ON N2L 3G1, Canada

    Perimeter Institute for Theoretical Physics, 31 Caroline Street N, Waterloo, ON N2L 2Y5, Canada

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References 53