CaltechAUTHORS
  A Caltech Library Service

Selective Dynamical Imaging of Interferometric Data

Farah, Joseph and Galison, Peter and Akiyama, Kazunori and Bouman, Katherine L. and Bower, Geoffrey C. and Chael, Andrew and Fuentes, Antonio and Gómez, José L. and Honma, Mareki and Johnson, Michael D. and Kofuji, Yutaro and Marrone, Daniel P. and Moriyama, Kotaro and Narayan, Ramesh and Pesce, Dominic W. and Tiede, Paul and Wielgus, Maciek and Zhao, Guang-Yao and Alberdi, Antxon and Alef, Walter and Algaba, Juan Carlos and Anantua, Richard and Asada, Keiichi and Azulay, Rebecca and Baczko, Anne-Kathrin and Ball, David and Baloković, Mislav and Barrett, John and Benson, Bradford A. and Bintley, Dan and Blackburn, Lindy and Blundell, Raymond and Boland, Wilfred and Boyce, Hope and Bremer, Michael and Brinkerink, Christiaan D. and Brissenden, Roger and Britzen, Silke and Broderick, Avery E. and Broguiere, Dominique and Bronzwaer, Thomas and Bustamente, Sandra and Byun, Do-Young and Carlstrom, John E. and Chan, Chi-kwan and Chatterjee, Koushik and Chatterjee, Shami and Chen, Ming-Tang and Chen, Yongjun and Cho, Ilje and Christian, Pierre and Conway, John E. and Cordes, James M. and Crawford, Thomas M. and Crew, Geoffrey B. and Cruz-Osorio, Alejandro and Cui, Yuzhu and Davelaar, Jordy and De Laurentis, Mariafelicia and Deane, Roger and Dempsey, Jessica and Desvignes, Gregory and Doeleman, Sheperd S. and Eatough, Ralph P. and Falcke, Heino and Fish, Vincent L. and Fomalont, Ed and Ford, H. Alyson and Fraga-Encinas, Raquel and Friberg, Per and Fromm, Christian M. and Gammie, Charles F. and Garc’a, Roberto and Gentaz, Olivier and Goddi, Ciriaco and Gold, Roman and Gómez-Ruiz, Arturo I. and Gu, Minfeng and Gurwell, Mark and Hada, Kazuhiro and Haggard, Daryl and Hecht, Michael H. and Hesper, Ronald and Ho, Luis C. and Ho, Paul and Huang, Chih-Wei L. and Huang, Lei and Hughes, David H. and Ikeda, Shiro and Inoue, Makoto and Issaoun, Sara and James, David J. and Jannuzi, Buell T. and Janssen, Michael and Jeter, Britton and Jiang, Wu and Jimenez-Rosales, Alejandra and Jorstad, Svetlana and Jung, Taehyun and Karami, Mansour and Karuppusamy, Ramesh and Kawashima, Tomohisa and Keating, Garrett K. and Kettenis, Mark and Kim, Dong-Jin and Kim, Jae-Young and Kim, Jongsoo and Kim, Junhan and Kino, Motoki and Koay, Jun Yi and Koch, Patrick M. and Koyama, Shoko and Kramer, Carsten and Kramer, Michael and Krichbaum, Thomas P. and Kuo, Cheng-Yu and Lauer, Tod R. and Lee, Sang-Sung and Levis, Aviad and Li, Yan-Rong and Li, Zhiyuan and Lico, Rocco and Lindahl, Greg and Lindqvist, Michael and Liu, Jun and Liu, Kuo and Liuzzo, Elisabetta and Lo, Wen-Ping and Lobanov, Andrei P. and Loinard, Laurent and Lonsdale, Colin and Lu, Ru-Sen and MacDonald, Nicholas R. and Mao, Jirong and Marchili, Nicola and Markoff, Sera and Marscher, Alan P. and Martí-Vidal, Iván and Matsushita, Satoki and Matthews, Lynn D. and Medeiros, Lia and Menten, Karl M. and Mizuno, Izumi and Mizuno, Yosuke and Moran, James M. and Moscibrodzka, Monika and Müller, Cornelia and Mejas, Alejandro Mus and Musoke, Gibwa and Nagai, Hiroshi and Nagar, Neil M. and Nakamura, Masanori and Narayanan, Gopal and Natarajan, Iniyan and Nathanail, Antonios and Neilsen, Joey and Neri, Roberto and Ni, Chunchong and Noutsos, Aristeidis and Nowak, Michael A. and Okino, Hiroki and Olivares, Héctor and Ortiz-León, Gisela N. and Oyama, Tomoaki and zel, Feryal and Palumbo, Daniel C. M. and Park, Jongho and Patel, Nimesh and Pen, Ue-Li and Piétu, Vincent and Plambeck, Richard and PopStefanija, Aleksandar and Porth, Oliver and Pötzl, Felix M. and Prather, Ben and Preciado-López, Jorge A. and Psaltis, Dimitrios and Pu, Hung-Yi and Ramakrishnan, Venkatessh and Rao, Ramprasad and Rawlings, Mark G. and Raymond, Alexander W. and Rezzolla, Luciano and Ripperda, Bart and Roelofs, Freek and Rogers, Alan and Ros, Eduardo and Rose, Mel and Roshanineshat, Arash and Rottmann, Helge and Roy, Alan L. and Ruszczyk, Chet and Rygl, Kazi L. J. and Sánchez, Salvador and Sánchez-Arguelles, David and Sasada, Mahito and Savolainen, Tuomas and Schloerb, F. Peter and Schuster, Karl-Friedrich and Shao, Lijing and Shen, Zhiqiang and Small, Des and Sohn, Bong Won and SooHoo, Jason and Sun, He and Tazaki, Fumie and Tetarenko, Alexandra J. and Tilanus, Remo P. J. and Titus, Michael and Toma, Kenji and Torne, Pablo and Traianou, Efthalia and Trent, Tyler and Trippe, Sascha and Bemmel, Ilse van and van Langevelde, Huib Jan and van Rossum, Daniel R. and Wagner, Jan and Ward-Thompson, Derek and Wardle, John and Weintroub, Jonathan and Wex, Norbert and Wharton, Robert and Wiik, Kaj and Wong, George N. and Wu, Qingwen and Yoon, Doosoo and Young, André and Young, Ken and Younsi, Ziri and Yuan, Feng and Yuan, Ye-Fei and Zensus, J. Anton and Zhao, Shan-Shan (2022) Selective Dynamical Imaging of Interferometric Data. Astrophysical Journal Letters, 930 (2). Art. No. L18. ISSN 2041-8205. doi:10.3847/2041-8213/ac6615. https://resolver.caltech.edu/CaltechAUTHORS:20220513-733603000

[img] PDF - Published Version
Creative Commons Attribution.

12MB

Use this Persistent URL to link to this item: https://resolver.caltech.edu/CaltechAUTHORS:20220513-733603000

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.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.3847/2041-8213/ac6615DOIArticle
ORCID:
AuthorORCID
Farah, Joseph0000-0003-4914-5625
Galison, Peter0000-0002-6429-3872
Akiyama, Kazunori0000-0002-9475-4254
Bouman, Katherine L.0000-0003-0077-4367
Bower, Geoffrey C.0000-0003-4056-9982
Chael, Andrew0000-0003-2966-6220
Fuentes, Antonio0000-0002-8773-4933
Gómez, José L.0000-0003-4190-7613
Honma, Mareki0000-0003-4058-9000
Johnson, Michael D.0000-0002-4120-3029
Marrone, Daniel P.0000-0002-2367-1080
Moriyama, Kotaro0000-0003-1364-3761
Narayan, Ramesh0000-0002-1919-2730
Pesce, Dominic W.0000-0002-5278-9221
Tiede, Paul0000-0003-3826-5648
Wielgus, Maciek0000-0002-8635-4242
Zhao, Guang-Yao0000-0002-4417-1659
Alberdi, Antxon0000-0002-9371-1033
Algaba, Juan Carlos0000-0001-6993-1696
Anantua, Richard0000-0003-3457-7660
Azulay, Rebecca0000-0002-2200-5393
Baczko, Anne-Kathrin0000-0003-3090-3975
Baloković, Mislav0000-0003-0476-6647
Barrett, John0000-0002-9290-0764
Benson, Bradford A.0000-0002-5108-6823
Blackburn, Lindy0000-0002-9030-642X
Blundell, Raymond0000-0002-5929-5857
Boyce, Hope0000-0002-6530-5783
Brinkerink, Christiaan D.0000-0002-2322-0749
Brissenden, Roger0000-0002-2556-0894
Britzen, Silke0000-0001-9240-6734
Broderick, Avery E.0000-0002-3351-760X
Bronzwaer, Thomas0000-0003-1151-3971
Byun, Do-Young0000-0003-1157-4109
Chan, Chi-kwan0000-0001-6337-6126
Chatterjee, Koushik0000-0002-2825-3590
Chatterjee, Shami0000-0002-2878-1502
Cho, Ilje0000-0001-6083-7521
Christian, Pierre0000-0001-6820-9941
Conway, John E.0000-0003-2448-9181
Cordes, James M.0000-0002-4049-1882
Crawford, Thomas M.0000-0001-9000-5013
Crew, Geoffrey B.0000-0002-2079-3189
Cruz-Osorio, Alejandro0000-0002-3945-6342
Cui, Yuzhu0000-0001-6311-4345
Davelaar, Jordy0000-0002-2685-2434
De Laurentis, Mariafelicia0000-0002-9945-682X
Deane, Roger0000-0003-1027-5043
Dempsey, Jessica0000-0003-1269-9667
Desvignes, Gregory0000-0003-3922-4055
Doeleman, Sheperd S.0000-0002-9031-0904
Eatough, Ralph P.0000-0001-6196-4135
Falcke, Heino0000-0002-2526-6724
Fish, Vincent L.0000-0002-7128-9345
Fomalont, Ed0000-0002-9036-2747
Ford, H. Alyson0000-0002-9797-0972
Fraga-Encinas, Raquel0000-0002-5222-1361
Friberg, Per0000-0002-8010-8454
Gammie, Charles F.0000-0001-7451-8935
Garc’a, Roberto0000-0002-6584-7443
Goddi, Ciriaco0000-0002-2542-7743
Gold, Roman0000-0003-2492-1966
Gómez-Ruiz, Arturo I.0000-0001-9395-1670
Gu, Minfeng0000-0002-4455-6946
Gurwell, Mark0000-0003-0685-3621
Hada, Kazuhiro0000-0001-6906-772X
Haggard, Daryl0000-0001-6803-2138
Hesper, Ronald0000-0003-1918-6098
Ho, Luis C.0000-0001-6947-5846
Huang, Chih-Wei L.0000-0001-5641-3953
Huang, Lei0000-0002-1923-227X
Ikeda, Shiro0000-0002-2462-1448
Issaoun, Sara0000-0002-5297-921X
James, David J.0000-0001-5160-4486
Janssen, Michael0000-0001-8685-6544
Jeter, Britton0000-0003-2847-1712
Jiang, Wu0000-0001-7369-3539
Jorstad, Svetlana0000-0001-6158-1708
Jung, Taehyun0000-0001-7003-8643
Karami, Mansour0000-0001-7387-9333
Karuppusamy, Ramesh0000-0002-5307-2919
Kawashima, Tomohisa0000-0001-8527-0496
Keating, Garrett K.0000-0002-3490-146X
Kettenis, Mark0000-0002-6156-5617
Kim, Dong-Jin0000-0002-7038-2118
Kim, Jae-Young0000-0001-8229-7183
Kim, Jongsoo0000-0002-1229-0426
Kim, Junhan0000-0002-4274-9373
Kino, Motoki0000-0002-2709-7338
Koay, Jun Yi0000-0002-7029-6658
Koch, Patrick M.0000-0003-2777-5861
Koyama, Shoko0000-0002-3723-3372
Kramer, Carsten0000-0002-4908-4925
Kramer, Michael0000-0002-4175-2271
Krichbaum, Thomas P.0000-0002-4892-9586
Kuo, Cheng-Yu0000-0001-6211-5581
Lauer, Tod R.0000-0003-3234-7247
Lee, Sang-Sung0000-0002-6269-594X
Levis, Aviad0000-0001-7307-632X
Li, Yan-Rong0000-0001-5841-9179
Li, Zhiyuan0000-0003-0355-6437
Lico, Rocco0000-0001-7361-2460
Lindahl, Greg0000-0002-6100-4772
Lindqvist, Michael0000-0002-3669-0715
Liu, Jun0000-0002-7615-7499
Liu, Kuo0000-0002-2953-7376
Liuzzo, Elisabetta0000-0003-0995-5201
Loinard, Laurent0000-0002-5635-3345
Lu, Ru-Sen0000-0002-7692-7967
MacDonald, Nicholas R.0000-0002-6684-8691
Mao, Jirong0000-0002-7077-7195
Marchili, Nicola0000-0002-5523-7588
Markoff, Sera0000-0001-9564-0876
Marscher, Alan P.0000-0001-7396-3332
Martí-Vidal, Iván0000-0003-3708-9611
Matsushita, Satoki0000-0002-2127-7880
Matthews, Lynn D.0000-0002-3728-8082
Medeiros, Lia0000-0003-2342-6728
Menten, Karl M.0000-0001-6459-0669
Mizuno, Izumi0000-0002-7210-6264
Mizuno, Yosuke0000-0002-8131-6730
Moran, James M.0000-0002-3882-4414
Moscibrodzka, Monika0000-0002-4661-6332
Müller, Cornelia0000-0002-2739-2994
Mejas, Alejandro Mus0000-0003-0329-6874
Musoke, Gibwa0000-0003-1984-189X
Nagai, Hiroshi0000-0003-0292-3645
Nagar, Neil M.0000-0001-6920-662X
Nakamura, Masanori0000-0001-6081-2420
Natarajan, Iniyan0000-0001-8242-4373
Neilsen, Joey0000-0002-8247-786X
Neri, Roberto0000-0002-7176-4046
Ni, Chunchong0000-0003-1361-5699
Noutsos, Aristeidis0000-0002-4151-3860
Nowak, Michael A.0000-0001-6923-1315
Okino, Hiroki0000-0003-3779-2016
Ortiz-León, Gisela N.0000-0002-2863-676X
zel, Feryal0000-0003-4413-1523
Palumbo, Daniel C. M.0000-0002-7179-3816
Park, Jongho0000-0001-6558-9053
Pen, Ue-Li0000-0003-2155-9578
Plambeck, Richard0000-0001-6765-9609
Porth, Oliver0000-0002-4584-2557
Pötzl, Felix M.0000-0002-6579-8311
Prather, Ben0000-0002-0393-7734
Preciado-López, Jorge A.0000-0002-4146-0113
Psaltis, Dimitrios0000-0003-1035-3240
Pu, Hung-Yi0000-0001-9270-8812
Ramakrishnan, Venkatessh0000-0002-9248-086X
Rao, Ramprasad0000-0002-1407-7944
Rawlings, Mark G.0000-0002-6529-202X
Raymond, Alexander W.0000-0002-5779-4767
Rezzolla, Luciano0000-0002-1330-7103
Ripperda, Bart0000-0002-7301-3908
Roelofs, Freek0000-0001-5461-3687
Ros, Eduardo0000-0001-9503-4892
Rose, Mel0000-0002-2016-8746
Rottmann, Helge0000-0003-1799-8228
Roy, Alan L.0000-0002-1931-0135
Ruszczyk, Chet0000-0001-7278-9707
Rygl, Kazi L. J.0000-0003-4146-9043
Sánchez-Arguelles, David0000-0002-7344-9920
Sasada, Mahito0000-0001-5946-9960
Savolainen, Tuomas0000-0001-6214-1085
Shao, Lijing0000-0002-1334-8853
Shen, Zhiqiang0000-0003-3540-8746
Small, Des0000-0003-3723-5404
Sohn, Bong Won0000-0002-4148-8378
SooHoo, Jason0000-0003-1938-0720
Sun, He0000-0003-1526-6787
Tazaki, Fumie0000-0003-0236-0600
Tetarenko, Alexandra J.0000-0003-3906-4354
Tilanus, Remo P. J.0000-0002-6514-553X
Titus, Michael0000-0002-3423-4505
Toma, Kenji0000-0002-7114-6010
Torne, Pablo0000-0001-8700-6058
Traianou, Efthalia0000-0002-1209-6500
Trippe, Sascha0000-0003-0465-1559
Bemmel, Ilse van0000-0001-5473-2950
van Langevelde, Huib Jan0000-0002-0230-5946
van Rossum, Daniel R.0000-0001-7772-6131
Wagner, Jan0000-0003-1105-6109
Ward-Thompson, Derek0000-0003-1140-2761
Wardle, John0000-0002-8960-2942
Weintroub, Jonathan0000-0002-4603-5204
Wex, Norbert0000-0003-4058-2837
Wharton, Robert0000-0002-7416-5209
Wiik, Kaj0000-0002-0862-3398
Wong, George N.0000-0001-6952-2147
Wu, Qingwen0000-0003-4773-4987
Yoon, Doosoo0000-0001-8694-8166
Young, André0000-0003-0000-2682
Young, Ken0000-0002-3666-4920
Younsi, Ziri0000-0001-9283-1191
Yuan, Feng0000-0003-3564-6437
Yuan, Ye-Fei0000-0002-7330-4756
Zensus, J. Anton0000-0001-7470-3321
Zhao, Shan-Shan0000-0002-9774-3606
Additional Information:© 2022. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. Received 2021 October 15; revised 2022 April 7; accepted 2022 April 8; published 2022 May 12. We thank the National Science Foundation (awards OISE-1743747, AST-1816420, AST-1716536, AST-1440254, AST-1935980) and the Gordon and Betty Moore Foundation (GBMF-5278) for financial support of this work. This work was supported in part by the Black Hole Initiative, which is funded by grants from the John Templeton Foundation and the Gordon and Betty Moore Foundation to Harvard University. Support for this work was also provided by the NASA Hubble Fellowship grant HST-HF2-51431.001-A awarded by the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., for NASA, under contract NAS5-26555. The Event Horizon Telescope Collaboration thanks the following organizations and programs: the Academy of Finland (projects 274477, 284495, 312496, 315721); the Agencia Nacional de Investigacin y Desarrollo (ANID), Chile via NCN19058 (TITANs) and Fondecyt 3190878, the Alexander von Humboldt Stiftung; an Alfred P. Sloan Research Fellowship; Allegro, the European ALMA Regional Centre node in the Netherlands, the NL astronomy research network NOVA and the astronomy institutes of the University of Amsterdam, Leiden University, and Radboud University; the Black Hole Initiative at Harvard University, through a grant (60477) from the John Templeton Foundation; the China Scholarship Council; Consejo Nacional de Ciencia y Tecnología (CONACYT, Mexico, projects U0004-246083, U0004-259839, F0003-272050, M0037-279006, F0003-281692, 104497, 275201, 263356); the Delaney Family via the Delaney Family John A. Wheeler Chair at Perimeter Institute; Direccin General de Asuntos del Personal Acadmico-Universidad Nacional Autnoma de Mxico (DGAPA-UNAM, projects IN112417 and IN112820); the European Research Council Synergy Grant "BlackHoleCam: Imaging the Event Horizon of Black Holes" (grant 610058); the Generalitat Valenciana postdoctoral grant APOSTD/2018/177 and GenT Program (project CIDEGENT/2018/021); MICINN Research Project PID2019-108995GB-C22; the European Research Council for advanced grant "JETSET: Launching, propagation and emission of relativistic jets from binary mergers and across mass scales" (grant No. 884631); the Gordon and Betty Moore Foundation (grant GBMF-3561); the Istituto Nazionale di Fisica Nucleare (INFN) sezione di Napoli, iniziative specifiche TEONGRAV; the two Dutch National Supercomputers, Cartesius and Snellius (NWO grant 2021.013); the International Max Planck Research School for Astronomy and Astrophysics at the Universities of Bonn and Cologne; Joint Princeton/Flatiron and Joint Columbia/Flatiron Postdoctoral Fellowships, with research at the Flatiron Institute being supported by the Simons Foundation; the Japanese Government (Monbukagakusho: MEXT) Scholarship; the Japan Society for the Promotion of Science (JSPS) Grant-in-Aid for JSPS Research Fellowship (JP17J08829); the Key Research Program of Frontier Sciences, Chinese Academy of Sciences (CAS, grants QYZDJ-SSW-SLH057, QYZDJ-SSW-SYS008, ZDBS-LY-SLH011); the Leverhulme Trust Early Career Research Fellowship; the Max-Planck-Gesellschaft (MPG); the Max Planck Partner Group of the MPG and the CAS; the MEXT/JSPS KAKENHI (grants 18KK0090, JP21H01137, JP18H03721, 18K03709, 18H01245, 25120007); the Malaysian Fundamental Research Grant Scheme (FRGS) FRGS/1/2019/STG02/UM/02/6; the MIT International Science and Technology Initiatives (MISTI) Funds; the Ministry of Science and Technology (MOST) of Taiwan (103-2119-M-001-010-MY2, 105-2112-M-001-025-MY3, 105-2119-M-001-042, 106-2112-M-001-011, 106-2119-M-001-013, 106-2119-M-001-027, 106-2923-M-001-005, 107-2119-M-001-017, 107-2119-M-001-020, 107-2119-M-001-041, 107-2119-M-110-005, 107-2923-M-001-009, 108-2112-M-001-048, 108-2112-M-001-051, 108-2923-M-001-002, 109-2112-M-001-025, 109-2124-M-001-005, 109-2923-M-001-001, 110-2112-M-003-007-MY2, 110-2112-M-001-033, 110-2124-M-001-007, and 110-2923-M-001-001); the Ministry of Education (MoE) of Taiwan Yushan Young Scholar Program; the Physics Division, National Center for Theoretical Sciences of Taiwan; the National Aeronautics and Space Administration (NASA, Fermi Guest Investigator grant 80NSSC20K1567, NASA Astrophysics Theory Program grant 80NSSC20K0527, NASA NuSTAR award 80NSSC20K0645); the National Institute of Natural Sciences (NINS) of Japan; the National Key Research and Development Program of China (grant 2016YFA0400704, 2016YFA0400702); the National Science Foundation (NSF, grants AST-0096454, AST-0352953, AST-0521233, AST-0705062, AST-0905844, AST-0922984, AST-1126433, AST-1140030, DGE-1144085, AST-1207704, AST-1207730, AST-1207752, MRI-1228509, OPP-1248097, AST-1310896, AST-1555365, AST-1615796, AST-1715061, AST-1716327, AST-1903847, AST-2034306); the Natural Science Foundation of China (grants 11650110427, 10625314, 11721303, 11725312, 11933007, 11991052, 11991053); NWO grant No. OCENW.KLEIN.113; a fellowship of China Postdoctoral Science Foundation (2020M671266); the Natural Sciences and Engineering Research Council of Canada (NSERC, including a Discovery Grant and the NSERC Alexander Graham Bell Canada Graduate Scholarships-Doctoral Program); the National Youth Thousand Talents Program of China; the National Research Foundation of Korea (the Global PhD Fellowship Grant: grants NRF-2015H1A2A1033752, 2015-R1D1A1A01056807; the Korea Research Fellowship Program: NRF-2015H1D3A1066561, Basic Research Support Grant 2019R1F1A1059721); the Netherlands Organization for Scientific Research (NWO) VICI award (grant 639.043.513) and Spinoza Prize SPI 78-409; the New Scientific Frontiers with Precision Radio Interferometry Fellowship awarded by the South African Radio Astronomy Observatory (SARAO), which is a facility of the National Research Foundation (NRF), an agency of the Department of Science and Technology (DST) of South Africa; the Onsala Space Observatory (OSO) national infrastructure, for the provisioning of its facilities/observational support (OSO receives funding through the Swedish Research Council under grant 2017-00648); the Perimeter Institute for Theoretical Physics (research at the Perimeter Institute is supported by the Government of Canada through the Department of Innovation, Science and Economic Development and by the Province of Ontario through the Ministry of Research, Innovation and Science); the Spanish Ministerio de Ciencia e Innovacin (grants PGC2018-098915-B-C21, AYA2016-80889-P, PID2019-108995GB-C21, PID2020-117404GB-C21); the State Agency for Research of the Spanish MCIU through the "Center of Excellence Severo Ochoa" award for the Instituto de Astrofsica de Andaluca (SEV-2017-0709); the Toray Science Foundation; the Consejera de Economa, Conocimiento, Empresas y Universidad of the Junta de Andaluca (grant P18-FR-1769), the Consejo Superior de Investigaciones Cientficas (grant 2019AEP112); the M2FINDERS project, which has received funding by the European Research Council (ERC) under the European Unions Horizon 2020 Research and Innovation Programme (grant agreement No. 101018682); the US Department of Energy (USDOE) through the Los Alamos National Laboratory (operated by Triad National Security, LLC, for the National Nuclear Security Administration of the USDOE (contract 89233218CNA000001); the European Unions Horizon 2020 research and innovation program under grant agreement No. 730562 RadioNet; Shanghai Pilot Program for Basic Research, Chinese Academy of Science, Shanghai Branch (JCYJ-SHFY-2021-013); ALMA North America Development Fund; the Academia Sinica; Chandra DD7-18089X and TM6-17006X; and the GenT Program (Generalitat Valenciana) Project CIDEGENT/2018/021. This work used the Extreme Science and Engineering Discovery Environment (XSEDE), supported by NSF grant ACI-1548562, and CyVerse, supported by NSF grants DBI-0735191, DBI-1265383, and DBI-1743442. The XSEDE Stampede2 resource at TACC was allocated through TG-AST170024 and TG-AST080026N. The XSEDE JetStream resource at PTI and TACC was allocated through AST170028. The simulations were performed in part on the SuperMUC cluster at the LRZ in Garching, on the LOEWE cluster in CSC in Frankfurt, and on the HazelHen cluster at the HLRS in Stuttgart. This research was enabled in part by support provided by Compute Ontario (http://computeontario.ca), Calcul Quebec (http://www.calculquebec.ca), and Compute Canada (http://www.computecanada.ca). C.C. acknowledges support from the Swedish Research Council (VR). We thank the staff at the participating observatories, correlation centers, and institutions for their enthusiastic support. This paper makes use of the following ALMA data: ADS/JAO.ALMA#2016.1.01154.V. ALMA is a partnership of the European Southern Observatory (ESO; Europe, representing its member states), NSF, and National Institutes of Natural Sciences of Japan, together with National Research Council (Canada), Ministry of Science and Technology (MOST; Taiwan), Academia Sinica Institute of Astronomy and Astrophysics (ASIAA; Taiwan), and Korea Astronomy and Space Science Institute (KASI; Republic of Korea), in cooperation with the Republic of Chile. The Joint ALMA Observatory is operated by ESO, Associated Universities, Inc. (AUI)/NRAO, and the National Astronomical Observatory of Japan (NAOJ). The NRAO is a facility of the NSF operated under cooperative agreement by AUI. Hector Olivares and Gibwa Musoke were supported by Virtual Institute of Accretion (VIA) postdoctoral fellowships from the Netherlands Research School for Astronomy (NOVA). APEX is a collaboration between the Max-Planck-Institut für Radioastronomie (Germany), ESO, and the Onsala Space Observatory (Sweden). The SMA is a joint project between the SAO and ASIAA and is funded by the Smithsonian Institution and the Academia Sinica. The JCMT is operated by the East Asian Observatory on behalf of the NAOJ, ASIAA, and KASI, as well as the Ministry of Finance of China, Chinese Academy of Sciences, and the National Key R&D Program (No. 2017YFA0402700) of China. Additional funding support for the JCMT is provided by the Science and Technologies Facility Council (UK) and participating universities in the UK and Canada. Simulations were performed in part on the SuperMUC cluster at the LRZ in Garching, on the LOEWE cluster in CSC in Frankfurt, on the HazelHen cluster at the HLRS in Stuttgart, and on the Pi2.0 and Siyuan Mark-I at Shanghai Jiao Tong University. The computer resources of the Finnish IT Center for Science (CSC) and the Finnish Computing Competence Infrastructure (FCCI) project are acknowledged. Junghwan Oh was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (NRF-2021R1A6A3A01086420). We thank Martin Shepherd for the addition of extra features in the Difmap software that were used for the CLEAN imaging results presented in this paper. The computing cluster of Shanghai VLBI correlator supported by the Special Fund for Astronomy from the Ministry of Finance in China is acknowledged. The LMT is a project operated by the Instituto Nacional de Astrofisica, Optica, y Electronica (Mexico) and the University of Massachusetts at Amherst (USA). The IRAM 30 m telescope on Pico Veleta, Spain, is operated by IRAM and supported by CNRS (Centre National de la Recherche Scientifique, France), MPG (Max-Planck- Gesellschaft, Germany), and IGN (Instituto Geogrfico Nacional, Spain). The SMT is operated by the Arizona Radio Observatory, a part of the Steward Observatory of the University of Arizona, with financial support of operations from the State of Arizona and financial support for instrumentation development from the NSF. Support for SPT participation in the EHT is provided by the National Science Foundation through award OPP-1852617 to the University of Chicago. Partial support is also provided by the Kavli Institute of Cosmological Physics at the University of Chicago. The SPT hydrogen maser was provided on loan from the GLT, courtesy of ASIAA. Support for this work was provided by NASA through the NASA Hubble Fellowship grant No. HST-HF2-51494.001 awarded by the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., for NASA, under contract NAS5–26555. The EHTC has received generous donations of FPGA chips from Xilinx Inc., under the Xilinx University Program. The EHTC has benefited from technology shared under open-source license by the Collaboration for Astronomy Signal Processing and Electronics Research (CASPER). The EHT project is grateful to T4Science and Microsemi for their assistance with Hydrogen Masers. This research has made use of NASA's Astrophysics Data System. We gratefully acknowledge the support provided by the extended staff of the ALMA, both from the inception of the ALMA Phasing Project through the observational campaigns of 2017 and 2018. We would like to thank A. Deller and W. Brisken for EHT-specific support with the use of DiFX. We thank J. Delgado for helpful discussions and feedback. We acknowledge the significance that Maunakea, where the SMA and JCMT EHT stations are located, has for the indigenous Hawaiian people.
Group:Astronomy Department
Funders:
Funding AgencyGrant Number
NSFOISE-1743747
NSFAST-1816420
NSFAST-1716536
NSFAST-1440254
NSFAST-1935980
Gordon and Betty Moore FoundationGBMF-5278
Black Hole InitiativeUNSPECIFIED
NASA Hubble FellowshipHST-HF2-51431.001-A
NASANAS5-26555
Academy of Finland274477
Academy of Finland284495
Academy of Finland312496
Academy of Finland315721
Agencia Nacional de Investigación y Desarrollo (ANID)NCN19_058
Fondo Nacional de Desarrollo Científico y Tecnológico (FONDECYT)3190878
Alexander von Humboldt FoundationUNSPECIFIED
Alfred P. Sloan Research FellowshipUNSPECIFIED
AllegroUNSPECIFIED
ALMA Regional CentreUNSPECIFIED
Nederlandse Onderzoekschool Voor Astronomie (NOVA)UNSPECIFIED
University of AmsterdamUNSPECIFIED
Leiden UniversityUNSPECIFIED
Radboud UniversityUNSPECIFIED
John Templeton Foundation60477
China Scholarship CouncilUNSPECIFIED
Consejo Nacional de Ciencia y Tecnología (CONACYT)U0004-246083
Consejo Nacional de Ciencia y Tecnología (CONACYT)U0004-259839
Consejo Nacional de Ciencia y Tecnología (CONACYT)F0003-272050
Consejo Nacional de Ciencia y Tecnología (CONACYT)M0037-279006
Consejo Nacional de Ciencia y Tecnología (CONACYT)F0003-281692
Consejo Nacional de Ciencia y Tecnología (CONACYT)104497
Consejo Nacional de Ciencia y Tecnología (CONACYT)275201
Consejo Nacional de Ciencia y Tecnología (CONACYT)263356
Delaney Family John A. Wheeler ChairUNSPECIFIED
Perimeter Institute for Theoretical PhysicsUNSPECIFIED
Dirección General de Asuntos del Personal Académico-Universidad Nacional Autónoma de MéxicoIN112417
Dirección General de Asuntos del Personal Académico-Universidad Nacional Autónoma de MéxicoIN112820
European Research Council (ERC)610058
Generalitat ValencianaAPOSTD/2018/177
Generalitat ValencianaCIDEGENT/2018/021
Ministerio de Ciencia e Innovación (MCINN)PID2019-108995GB-C22
European Research Council (ERC)884631
Gordon and Betty Moore FoundationGBMF-3561
Istituto Nazionale di Fisica Nucleare (INFN)UNSPECIFIED
Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO)2021.013
International Max Planck Research School for Astronomy and AstrophysicsUNSPECIFIED
Princeton UniversityUNSPECIFIED
Flatiron InstituteUNSPECIFIED
Columbia UniversityUNSPECIFIED
Simons FoundationUNSPECIFIED
MonbukagakushoUNSPECIFIED
Japan Society for the Promotion of Science (JSPS)JP17J08829
Chinese Academy of SciencesQYZDJ-SSW-SLH057
Chinese Academy of SciencesQYZDJ-SSW-SYS008
Chinese Academy of SciencesZDBS-LY-SLH011
Leverhulme TrustUNSPECIFIED
Max-Planck-GesellschaftUNSPECIFIED
Japan Society for the Promotion of Science (JSPS)18KK0090
Japan Society for the Promotion of Science (JSPS)JP21H01137
Japan Society for the Promotion of Science (JSPS)JP18H03721
Japan Society for the Promotion of Science (JSPS)18K03709
Japan Society for the Promotion of Science (JSPS)18H01245
Japan Society for the Promotion of Science (JSPS)25120007
Malaysian Fundamental Research GrantFRGS/1/2019/STG02/UM/02/6
Massachusetts Institute of Technology (MIT)UNSPECIFIED
Ministry of Science and Technology (Taipei)103-2119-M-001-010-MY2
Ministry of Science and Technology (Taipei)105-2112-M-001-025-MY3
Ministry of Science and Technology (Taipei)105-2119-M-001-042
Ministry of Science and Technology (Taipei)106-2112-M-001-011
Ministry of Science and Technology (Taipei)106-2119-M-001-013
Ministry of Science and Technology (Taipei)106-2119-M-001-027
Ministry of Science and Technology (Taipei)106-2923-M-001-005
Ministry of Science and Technology (Taipei)107-2119-M-001-017
Ministry of Science and Technology (Taipei)107-2119-M-001-020
Ministry of Science and Technology (Taipei)107-2119-M-001-041
Ministry of Science and Technology (Taipei)107-2119-M-110-005
Ministry of Science and Technology (Taipei)107-2923-M-001-009
Ministry of Science and Technology (Taipei)108-2112-M-001-048
Ministry of Science and Technology (Taipei)108-2112-M-001-051
Ministry of Science and Technology (Taipei)108-2923-M-001-002
Ministry of Science and Technology (Taipei)109-2112-M-001-025
Ministry of Science and Technology (Taipei)109-2124-M-001-005
Ministry of Science and Technology (Taipei)109-2923-M-001-001
Ministry of Science and Technology (Taipei)110-2112-M-003-007-MY2
Ministry of Science and Technology (Taipei)110-2112-M-001-033
Ministry of Science and Technology (Taipei)110-2124-M-001-007
Ministry of Science and Technology (Taipei)110-2923-M-001-001
Ministry of Education (Taipei)UNSPECIFIED
National Center for Theoretical Sciences (Taiwan)UNSPECIFIED
NASA80NSSC20K1567
NASA80NSSC20K0527
NASA80NSSC20K0645
National Institute of Natural Sciences (NINS)UNSPECIFIED
National Key Research and Development Program of China2016YFA0400704
National Key Research and Development Program of China2016YFA0400702
NSFAST-0096454
NSFAST-0352953
NSFAST-0521233
NSFAST-0705062
NSFAST-0905844
NSFAST-0922984
NSFAST-1126433
NSFAST-1140030
NSF Graduate Research FellowshipDGE-1144085
NSFAST-1207704
NSFAST-1207730
NSFAST-1207752
NSFMRI-1228509
NSFOPP-1248097
NSFAST-1310896
NSFAST-1555365
NSFAST-1615796
NSFAST-1715061
NSFAST-1716327
NSFAST-1903847
NSFAST-2034306
National Natural Science Foundation of China11650110427
National Natural Science Foundation of China10625314
National Natural Science Foundation of China11721303
National Natural Science Foundation of China11725312
National Natural Science Foundation of China11933007
National Natural Science Foundation of China11991052
National Natural Science Foundation of China11991053
Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO)OCENW.KLEIN.113
China Postdoctoral Science Foundation2020M671266
Natural Sciences and Engineering Research Council of Canada (NSERC)UNSPECIFIED
National Youth Thousand Talents Program of ChinaUNSPECIFIED
National Research Foundation of KoreaNRF-2015H1A2A1033752
National Research Foundation of Korea2015-R1D1A1A01056807
National Research Foundation of KoreaNRF-2015H1D3A1066561
National Research Foundation of Korea2019R1F1A1059721
Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO)639.043.513
Spinoza PrizeSPI 78-409
South African Radio Astronomy Observatory (SARAO)UNSPECIFIED
National Research Foundation (South Africa)UNSPECIFIED
Department of Science and Technology (South Africa)UNSPECIFIED
Onsala Space Observatory (OSO)UNSPECIFIED
Swedish Research Council2017-00648
Department of Innovation, Science and Economic Development (Canada)UNSPECIFIED
Province of Ontario Ministry of Research, Innovation and ScienceUNSPECIFIED
Ministerio de Economía y Competitividad (MINECO)PGC2018-098915-B-C21
Ministerio de Economía y Competitividad (MINECO)AYA2016-80889-P
Ministerio de Economía y Competitividad (MINECO)PID2019-108995GB-C21
Ministerio de Economía y Competitividad (MINECO)PID2020-117404GB-C21
Severo OchoaSEV-2017-0709
Toray Science FoundationUNSPECIFIED
Junta de AndalucíaP18-FR-1769
Consejo Superior de Investigaciones Científicas2019AEP112
European Research Council (ERC)101018682
Department of Energy (DOE)89233218CNA000001
European Research Council (ERC)730562
Chinese Academy of SciencesJCYJ-SHFY-2021-013
ALMA North America Development FundUNSPECIFIED
Academia SinicaUNSPECIFIED
NASA ChandraDD7-18089X
NASA ChandraTM6-17006X
Generalitat ValencianaCIDEGENT/2018/021
NSFACI-1548562
NSFDBI-0735191
NSFDBI-1265383
NSFDBI-1743442
NSFTG-AST170024
NSFTG-AST080026N
NSFAST-170028
Compute OntarioUNSPECIFIED
Calcul QuebecUNSPECIFIED
Compute CanadaUNSPECIFIED
National Key Research and Development Program of China2017YFA0402700
Science and Technology Facilities Council (STFC)UNSPECIFIED
National Research Foundation of Korea2021R1A6A3A01086420
Centre National de la Recherche Scientifique (CNRS)UNSPECIFIED
Instituto Geográfico Nacional (IGN)UNSPECIFIED
State of ArizonaUNSPECIFIED
NSFOPP-1852617
Kavli Institute of Cosmological PhysicsUNSPECIFIED
NASA Hubble FellowshipHST-HF2-51494.001
Subject Keywords:Astrophysical black holes; Very long baseline interferometry; Aperture synthesis; Interferometry
Issue or Number:2
Classification Code:Unified Astronomy Thesaurus concepts: Astrophysical black holes (98); Very long baseline interferometry (1769); Aperture synthesis (53); Interferometry (808)
DOI:10.3847/2041-8213/ac6615
Record Number:CaltechAUTHORS:20220513-733603000
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20220513-733603000
Official Citation:Joseph Farah et al 2022 ApJL 930 L18
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:114715
Collection:CaltechAUTHORS
Deposited By: George Porter
Deposited On:16 May 2022 17:27
Last Modified:16 May 2022 17:27

Repository Staff Only: item control page