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First M87 Event Horizon Telescope Results. III. Data Processing and Calibration
Open accessAbstract
We present the calibration and reduction of Event Horizon Telescope (EHT) 1.3 mm radio wavelength observations of the supermassive black hole candidate at the center of the radio galaxy M87 and the quasar 3C 279, taken during the 2017 April 5–11 observing campaign. These global very long baseline interferometric observations include for the first time the highly sensitive Atacama Large Millimeter/submillimeter Array (ALMA); reaching an angular resolution of 25 μ as, with characteristic sensitivity limits of ∼1 mJy on baselines to ALMA and ∼10 mJy on other baselines. The observations present challenges for existing data processing tools, arising from the rapid atmospheric phase fluctuations, wide recording bandwidth, and highly heterogeneous array. In response, we developed three independent pipelines for phase calibration and fringe detection, each tailored to the specific needs of the EHT. The final data products include calibrated total intensity amplitude and phase information. They are validated through a series of quality assurance tests that show consistency across pipelines and set limits on baseline systematic errors of 2% in amplitude and 1° in phase. The M87 data reveal the presence of two nulls in correlated flux density at ∼3.4 and ∼8.3 G λ and temporal evolution in closure quantities, indicating intrinsic variability of compact structure on a timescale of days, or several light-crossing times for a few billion solar-mass black hole. These measurements provide the first opportunity to image horizon-scale structure in M87.
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Cites
Matplotlib: a 2D graphics environment
Hunter, J. D. (2007) · Computing in Science & Engineering · doi:10.1109/mcse.2007.55 · Cited by 39,249
Astropy: A community Python package for astronomy
The Astropy Collaboration, Robitaille, T. P., Tollerud, E. J., Greenfield, P., Droettboom, M., Bray, E., Aldcroft, T., Davis, M., Ginsburg, A., Price-Whelan, A. M., et al. (2013) · Astronomy & Astrophysics · doi:10.1051/0004-6361/201322068 · Cited by 14,620
Resolved magnetic-field structure and variability near the event horizon of Sagittarius A*
Johnson, M. D., Fish, V. L., Doeleman, S. S., Marrone, D. P., Plambeck, R. L., Wardle, J. F. C., Akiyama, K., Asada, K., Beaudoin, C., Blackburn, L., et al. (2015) · Science · doi:10.1126/science.aac7087 · Cited by 217
Self-citationFish, V. L., Doeleman, S. S., Beaudoin, C., Blundell, R., Bolin, D. E., Bower, G. C., Chamberlin, R., Freund, R., Friberg, P., Gurwell, M. A., et al. (2011) · The Astrophysical Journal · doi:10.1088/2041-8205/727/2/l36 · Cited by 214
Self-citation
Research works printed but not linked: 52
- Akiyama, 2015, ApJ, 807, 150, 10.1088/0004-637X/807/2/150 · DOI
- Alef, 1986, A&A, 168, 365
- Baars, 2007, The Paraboloidal Reflector Antenna in Radio Astronomy and Communication
- Blakeslee, 2009, ApJ, 694, 556, 10.1088/0004-637X/694/1/556 · DOI · Paper page
- Cantiello, 2018, ApJ, 856, 126, 10.3847/1538-4357/aab043 · DOI
- Chael, 2018, ApJ, 857, 23, 10.3847/1538-4357/aab6a8 · DOI
- Chael, 2016, ApJ, 829, 11, 10.3847/0004-637X/829/1/11 · DOI · Paper page
- Chang, 2010, A&A, 515, A38, 10.1051/0004-6361/200913915 · doi:10.1051/0004-6361/200913915
- Deller, 2011, PASP, 123, 275, 10.1086/658907 · DOI · Paper page
- Doeleman, 2012, Sci, 338, 355, 10.1126/science.1224768 · DOI · Paper page
- Doeleman, 2008, Natur, 455, 78, 10.1038/nature07245 · DOI · Paper page
- EHT Collaboration et al., 2019a, ApJL, 875, L1, 10.3847/1538-4357/ab0e6d · DOI
- EHT Collaboration et al., 2019b, ApJL, 875, L2, 10.3847/1538-4357/ab0d7e · DOI
- EHT Collaboration et al., 2019c, ApJL, 875, L4, 10.3847/1538-4357/ab0c1e · DOI
- EHT Collaboration et al., 2019d, ApJL, 875, L5, 10.3847/1538-4357/ab0bb7 · DOI
- EHT Collaboration et al., 2019e, ApJL, 875, L6, 10.3847/1538-4357/ab0b3c · DOI
- Fish, 2016, ApJ, 820, 90, 10.3847/0004-637X/820/2/90 · DOI
- Gebhardt, 2011, ApJ, 729, 119, 10.1088/0004-637X/729/2/119 · DOI · Paper page
- Goddi, 2019, PASP, 10.1088/1538-3873/ab136a · DOI
- Greisen, 2003, 109, 10.1007/0-306-48080-8_7 · DOI · Paper page
- Iguchi, 2005, PASJ, 57, 643, 10.1093/pasj/57.4.643 · doi:10.1093/pasj/57.4.643
- Issaoun, 2018, EHT Memo Series, 2018-CE-01
- Issaoun, 2017a, EHT Memo Series, 2017-CE-02
- Issaoun, 2017b, EHT Memo Series, 2017-CE-03
- Issaoun, 2019, ApJ, 871, 30, 10.3847/1538-4357/aaf732 · DOI
- Janssen, 2019b, EHT Memo Series, 2019-CE-01
- Jones, 2001, SciPy: Open source scientific tools for Python
- Kutner, 1978, ApJL, 19, 81
- Kutner, 1981, ApJ, 250, 341, 10.1086/159380 · doi:10.1086/159380
- Lu, 2018, ApJ, 859, 60, 10.3847/1538-4357/aabe2e · DOI
- Mangum, 1993, PASP, 105, 117, 10.1086/133134 · DOI
- Mangum, 2002, ALMA Memo Series, 434
- Martí-Vidal, 2016, A&A, 587, A143, 10.1051/0004-6361/201526063 · DOI
- Matsushita, 2006, Proc. SPIE, 6275, 10.1117/12.670642 · doi:10.1117/12.670642
- Matthews, 2018, PASP, 130, 10.1088/1538-3873/aa9c3d · DOI
- Pearson, 1984, ARA&A, 22, 97, 10.1146/annurev.aa.22.090184.000525 · DOI · Paper page
- Penzias, 1973, ARA&A, 11, 51, 10.1146/annurev.aa.11.090173.000411 · doi:10.1146/annurev.aa.11.090173.000411
- Primiani, 2016, JAI, 5, 10.1142/S2251171716410063 · DOI
- Rogers, 1995, AJ, 109, 1391, 10.1086/117371 · DOI
- Schwab, 1983, AJ, 88, 688, 10.1086/113360 · doi:10.1086/113360
- Tange, 2011, login: The USENIX Magazine, 36, 42
- The Astropy Collaboration, 2018, AJ, 156, 123, 10.3847/1538-3881/aac387 · DOI · Paper page
- Thompson, 2017, 10.1007/978-3-319-44431-4 · DOI · Paper page
- Ulich, 1976, ApJS, 30, 247, 10.1086/190361 · DOI · Paper page
- van Cittert, 1934, Phy, 1, 201, 10.1016/S0031-8914(34)90026-4 · DOI · Paper page
- van der Walt, 2011, CSE, 13, 22, 10.1109/MCSE.2011.37 · DOI · Paper page
- Vertatschitsch, 2015, PASP, 127, 1226, 10.1086/684513 · DOI
- Walker, 2018, ApJ, 855, 128, 10.3847/1538-4357/aaafcc · DOI · Paper page
- Whitney, 2013, PASP, 125, 196, 10.1086/669718 · DOI
- Whitney, 2004, RaSc, 39, 10.1029/2002RS002820 · DOI
- Wielgus, 2019, EHT Memo Series, 2019-CE-02
- Zernike, 1938, Phy, 5, 785, 10.1016/S0031-8914(38)80203-2 · DOI · Paper page
Cited by
SciPy 1.0: fundamental algorithms for scientific computing in Python
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SciPy 1.0: fundamental algorithms for scientific computing in Python
Virtanen, P., Gommers, R., Oliphant, T. E., Haberland, M., Reddy, T., Cournapeau, D., Burovski, E., Peterson, P., Weckesser, W., Bright, J., et al. (2019) · Apollo - University of Cambridge Repository · doi:10.17863/cam.64134 · Cited by 10,460
First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole
The Event Horizon Telescope Collaboration, Akiyama, K., Alberdi, A., Alef, W., Asada, K., Azulay, R., Baczko, A.-K., Ball, D., Baloković, M., Barrett, J., et al. (2019) · The Astrophysical Journal Letters · doi:10.3847/2041-8213/ab0ec7 · Cited by 4,205
Self-citationEvent Horizon Telescope Collaboration, Akiyama, K., Alberdi, A., Alef, W., Algaba, J. C., Anantua, R., Asada, K., Azulay, R., Bach, U., Baczko, A.-K., et al. (2022) · The Astrophysical Journal Letters · doi:10.3847/2041-8213/ac6429 · Cited by 449
Self-citationEvent Horizon Telescope Collaboration, Akiyama, K., Alberdi, A., Alef, W., Algaba, J. C., Anantua, R., Asada, K., Azulay, R., Bach, U., Baczko, A.-K., et al. (2022) · The Astrophysical Journal Letters · doi:10.3847/2041-8213/ac6736 · Cited by 369
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Metadata
- Authors
- The Event Horizon Telescope Collaboration, Akiyama, K., Alberdi, A., Alef, W., Asada, K., Azulay, R., Baczko, A.-K., Ball, D., Baloković, M., Barrett, J., Bintley, D., Blackburn, L., Boland, W., Bouman, K. L., Bower, G. C., Bremer, M., Brinkerink, C. D., Brissenden, R., Britzen, S., Broderick, A. E., Broguiere, D., Bronzwaer, T., Byun, D.-Y., Carlstrom, J. E., Chael, A., Chan, C.-K., Chatterjee, S., Chatterjee, K., Chen, M.-T., Chen 陈, Y. 永., Cho, I., Christian, P., Conway, J. E., Cordes, J. M., Crew, G. B., Cui, Y., Davelaar, J., De Laurentis, M., Deane, R., Dempsey, J., Desvignes, G., Dexter, J., Doeleman, S. S., Eatough, R. P., Falcke, H., Fish, V. L., Fomalont, E., Fraga-Encinas, R., Friberg, P., Fromm, C. M., Gómez, J. L., Galison, P., Gammie, C. F., García, R., Gentaz, O., Georgiev, B., Goddi, C., Gold, R., Gu 顾, M. 敏., Gurwell, M., Hada, K., Hecht, M. H., Hesper, R., Ho 何, L. C. 子., Ho, P., Honma, M., Huang, C.-W. L., Huang 黄, L. 磊., Hughes, D. H., Ikeda, S., Inoue, M., Issaoun, S., James, D. J., Jannuzi, B. T., Janssen, M., Jeter, B., Jiang 江, W. 悟., Johnson, M. D., Jorstad, S., Jung, T., Karami, M., Karuppusamy, R., Kawashima, T., Keating, G. K., Kettenis, M., Kim, J.-Y., Kim, J., Kim, J., Kino, M., Koay, J. Y., Koch, P. M., Koyama, S., Kramer, M., Kramer, C., Krichbaum, T. P., Kuo, C.-Y., Lauer, T. R., Lee, S.-S., Li 李, Y.-R. 彦., Li 李, Z. 志., Lindqvist, M., Liu, K., Liuzzo, E., Lo, W.-P., Lobanov, A. P., Loinard, L., Lonsdale, C., Lu 路, R.-S. 如., MacDonald, N. R., Mao 毛, J. 基., Markoff, S., Marrone, D. P., Marscher, A. P., Martí-Vidal, I., Matsushita, S., Matthews, L. D., Medeiros, L., Menten, K. M., Mizuno, Y., Mizuno, I., Moran, J. M., Moriyama, K., Moscibrodzka, M., Müller, C., Nagai, H., Nagar, N. M., Nakamura, M., Narayan, R., Narayanan, G., Natarajan, I., Neri, R., Ni, C., Noutsos, A., Okino, H., Olivares, H., Ortiz-León, G. N., Oyama, T., Özel, F., Palumbo, D. C. M., Patel, N., Pen, U.-L., Pesce, D. W., Piétu, V., Plambeck, R., PopStefanija, A., Porth, O., Prather, B., Preciado-López, J. A., Psaltis, D., Pu, H.-Y., Ramakrishnan, V., Rao, R., Rawlings, M. G., Raymond, A. W., Rezzolla, L., Ripperda, B., Roelofs, F., Rogers, A., Ros, E., Rose, M., Roshanineshat, A., Rottmann, H., Roy, A. L., Ruszczyk, C., Ryan, B. R., Rygl, K. L. J., Sánchez, S., Sánchez-Arguelles, D., Sasada, M., Savolainen, T., Schloerb, F. P., Schuster, K.-F., Shao, L., Shen 沈, Z. 志., Small, D., Sohn, B. W., SooHoo, J., Tazaki, F., Tiede, P., Tilanus, R. P. J., Titus, M., Toma, K., Torne, P., Trent, T., Trippe, S., Tsuda, S., van Bemmel, I., van Langevelde, H. J., van Rossum, D. R., Wagner, J., Wardle, J., Weintroub, J., Wex, N., Wharton, R., Wielgus, M., Wong, G. N., Wu 吴, Q. 庆., Young, A., Young, K., Younsi, Z., Yuan 袁, F. 峰., Yuan 袁, Y.-F. 业., Zensus, J. A., Zhao, G., Zhao, S.-S., Zhu, Z., Cappallo, R., Farah, J. R., Folkers, T. W., Meyer-Zhao, Z., Michalik, D., Nadolski, A., Nishioka, H., Pradel, N., Primiani, R. A., Souccar, K., Vertatschitsch, L., & Yamaguchi, P.
- Venue
- The Astrophysical Journal Letters
- Publisher
- American Astronomical Society
- Published
- 2019-04-10
- Volume
- 875
- Issue
- 1
- Pages
- L3
- ISSN
- 2041-8205 (ISSN-L)
- 2041-8213
- OpenAlex
- W2939038312
- Cited by
- 862
- References
- 4
- FWCI
- 56.74
- Type
- journal article
- Language
- en
- Open access
- hybrid
- Licence
- creativecommons.org/licenses/by/3.0/ (vor)
- iopscience.iop.org/info/page/text-and-data-mining (tdm)
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