REVIEW 6 major objections 4 minor 82 references
Time Evolution of Mg II in SDSS J2320+0024: Implications for a Subparsec Binary Supermassive Black Hole System
T0 review · 6 major / 4 minor · reviewed 2026-08-10 · deepseek-v4-flash
Pith's one-line read Three spectra of one quasar point to a 278-day binary supermassive black hole.
desk verdict A genuinely new pair of spectra shows real Mg II variability, but the binary parameters are not tightly constrained and the phase bookkeeping has an internal inconsistency. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The PoSKI model carries the argument: it represents a sub-parsec binary supermassive black hole in which each accreting component ionizes gas into a moving broad-line region, while the combined continuum ionizes a stationary circumbinary broad-line region, so the observed line is the sum of Doppler-shifted and stationary components. In the adopted configuration with mass ratio $q = 0.1$, only the broad-line region around the less massive black hole moves with its orbital motion, which produces the shifting blue peak while the circumbinary region keeps the red peak stable. Supporting machinery includes a Gaussian-process fit with a periodic cosine kernel that places the two new photometric points within $1\sigma$ of the 278-day waveform, and the standard Mg II single-epoch mass scaling relation that gives the $\sim 10^9\,M_\odot$ total mass.
What would settle it
Take spectra of SDSS J2320+0024 across at least two consecutive 278-day cycles. If the blue Mg II peak's velocity shift and the red/blue intensity ratio do not repeat in step with the photometric phase, or if an additional broad line like H$\beta$ shows no corresponding periodic change, the binary-SMBH interpretation would be ruled out in favor of single-black-hole broad-line-region kinematics.
Extended reading notes
Core claim
The central claim is that the temporal variability of the broad Mg II line in SDSS J2320+0024 is the spectroscopic signature of a binary supermassive black hole rather than stochastic or single-black-hole broad-line-region kinematics. In the archival spectrum the line has a single peak; in the two new spectra it shows two peaks, with the peak separation changing by roughly 400 km/s and the blue peak shifting while the red peak remains steady. The paper argues that these changes, phased to the 278-day photometric periodicity, are reproduced by a binary configuration with component masses $M_1 = 2\times10^7\,M_\odot$ and $M_2 = 2\times10^8\,M_\odot$, eccentricity $e = 0.1$, inclination $i = 10^\circ$, mean separation $a = 0.0025$ pc, and a total system mass near $10^9\,M_\odot$, where only the less massive component carries its own broad-line region and the rest of the line comes from a circumbinary broad-line region. The paper concludes that the binary model successfully reproduces the spectra and that the orbital period it requires aligns with the periodicity in the historical light curve.
Load-bearing premise
The load-bearing premise is that the 278-day photometric periodicity is the orbital period of a binary and that the photometric phase tracks the orbital phase; if the periodicity comes from red noise, a warped disk, or a single black hole, the binary interpretation loses its foundation.
Editorial extensions
If this is right
- If the interpretation holds, SDSS J2320+0024 is a sub-parsec binary with a 278-day orbital period, total mass near $10^9\,M_\odot$, and mean separation $0.0025$ pc, placing it among the most massive sub-annual binary candidates.
- The blue-peak motion with a stable red peak gives a concrete spectroscopic pattern that can be checked in future epochs of this object.
- The PoSKI configuration predicts that other broad lines, such as H$\beta$ and H$\alpha$, should show similar phase-dependent profile changes, so those lines are the natural next test.
- With a period of a few hundred days, the system would occupy the evolutionary stage between long-period binaries and binaries whose orbits shrink mainly by gravitational-wave emission, connecting galaxy merger remnants to future low-frequency gravitational-wave detectors.
- The alignment of the new synthetic magnitudes with the periodic light curve demonstrates a workflow for using spectroscopic follow-up to validate photometric binary candidates in wide-field time-domain surveys.
Reading between the lines
- A prediction the paper does not spell out: the PoSKI configuration implies a specific radial-velocity curve for the blue peak, so a single spectrum taken at the phase of maximum predicted blueshift could distinguish the binary model from a single-black-hole outflow that merely mimics asymmetry.
- The fitted inclination of $10^\circ$ and the lack of radio detections together suggest that radio-quietness may be a useful selection prior for similar short-period candidates, an extension the paper only hints at.
- The 278-day period sits near the upper end of what theoretical predictions considered for future surveys, so this source may represent the detectable edge of the population; a systematic search of multi-decade light curves for periods near 200-400 days would test whether such systems are rare or common.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. SDSS J2320+0024 is a z=1.05 quasar previously identified as a subparsec binary SMBH candidate from a 278-day photometric periodicity. The manuscript presents two new epochs of Mg II spectroscopy from Gemini and Magellan, together with the archival SDSS spectrum. The authors extract the broad Mg II line by subtracting continuum and Fe II, measure a set of line-profile parameters, estimate the total black hole mass from the Mg II virial relation, compute synthetic r-band magnitudes, and compare the three epochs to the PoSKI binary SMBH model. They conclude that the dramatic variability of the Mg II profile (changing peak separation, peak intensity ratio, and asymmetry) can be reproduced by a binary with M1=2e7 Msun, M2=2e8 Msun, e=0.1, i=10 deg, and a=0.0025 pc, and that the orbital period inferred from the model aligns with the photometric 278-day period.
Significance. If correct, the system would be one of the most compact and massive subannual binary SMBH candidates known, with implications for LISA-band sources and for spectroscopic follow-up of time-domain surveys. The paper has real strengths: it secures high-quality 8-m spectra of a faint target, uses a transparent and reproducible line-extraction pipeline (Fantasy), quantifies the profile variability in Table 1, and explicitly discusses alternative interpretations such as warped disks and complex BLR kinematics. However, the central binary interpretation is currently not quantitatively established: it rests on an unvalidated photometric periodicity, a hand-tuned qualitative PoSKI fit, internally inconsistent mass and separation calculations, and an unsupported conclusion about the inferred period. These issues must be addressed before the dynamical claim can be accepted.
major comments (6)
- [Sec. 3.2 and Sec. 5] Conclusion (iv) states that "the orbital period inferred from the PoSKI model aligns with the periodicity identified in the historical photometric light curve," but Sec. 3.3 explicitly says "fixing the periodicity" and "Optical photometry allowed us to determine the orbital period." The period is an input to PoSKI, not an output, so conclusion (iv) is circular and should be removed or rephrased as a consistency check rather than an inference.
- [Sec. 3.2] The Gaussian Process test is not a significance test for periodicity: the CosineKernel is periodic by construction and initialized at 265 days, and no comparison is made against a red-noise or quasi-periodic alternative (e.g., a damped random walk) in either the time domain or the periodogram. This is needed to support the Sec. 4 claim that the photometric variability "cannot be attributed solely to red noise."
- [Sec. 3.3 and Fig. 4] The orbital phases assigned to the three epochs are internally inconsistent with the adopted period. Gemini (Nov 14, 2022) and Magellan (Dec 22, 2022) are 38 days apart, which for P=278 days is 0.137 cycles, while the quoted phases (0.53 and 0.70) differ by 0.17 cycles; the quoted eccentricity e=0.1 can change the true anomaly by at most about 0.03 cycles, so it does not resolve the discrepancy. The authors should specify the exact ephemeris and zero point, or recompute the phases consistently, because the PoSKI model outputs in Fig. 4 depend directly on these phase inputs.
- [Sec. 2.5, Table 1, and Sec. 3.3] The mass and separation determinations are mutually inconsistent. Equation (3) defines the rest-frame orbital period as P/(1+z)=136 days for z=1.05, but the separations quoted in Table 1 and in Sec. 3.3 (a=0.0025-0.004 pc) appear to use the observed 278-day period. With the PoSKI masses (M1+M2=2.2e8 Msun), Kepler's law gives a~0.0015 pc for the rest-frame period, not 0.0025 pc. Moreover, the virial mass estimates (log M~8.8-9.0) are about 0.5-0.7 dex higher than the sum of the PoSKI masses (log ~8.34). The authors should reconcile these numbers or explicitly state which period and mass are used in each calculation.
- [Sec. 3.3 and Sec. 5] The PoSKI model is described as "qualitatively fit" with hand-picked parameters, and the paper provides no quantitative goodness-of-fit, parameter uncertainties, or comparison against a single-SMBH BLR model (e.g., a disk emitter or outflow model) applied to the same three epochs. The claim that "the spectra were successfully interpreted within the framework of a binary SMBH system using the PoSKI model" is therefore not quantitatively established. The authors should provide a fitting statistic, a parameter search, or at least a formal model-comparison criterion.
- [Sec. 3.2 and Fig. 3] The SDSS synthetic magnitude deviates by about 3 sigma from the GP model and is excluded from Fig. 3 based on "uncertainties related to the absolute flux calibration." Since the SDSS epoch is the longest-baseline spectroscopic point, the exclusion should be justified quantitatively (e.g., with an independent flux calibration check), and the figure should show the excluded point, or the analysis should be repeated with it included as a caveat.
minor comments (4)
- [Sec. 2.4] The definition of the asymmetry metric contains a typo: the quarter-maximum shift is written twice as "ShiftHM"; it should read "ShiftQM."
- [Sec. 3.2] There is a typo "preformed" (should be "performed") and the Fig. 3 caption says "blue lent" rather than "blue line."
- [Sec. 3.2] The GP kernel is written without a noise term; the paper should specify the full kernel (including any white-noise/jitter component) and the priors or initialization used, for reproducibility.
- [Sec. 2.5 and Table 1] The black-hole symbol is rendered as "●●" in the text and table; this is presumably a font/encoding issue and should be fixed.
Circularity Check
Conclusion (iv) is circular: the orbital period is fixed from photometry before the PoSKI model is run, so the model's 'inferred' period aligning with the photometric periodicity is by construction; the rest of the modeling is a fit, not an independent prediction.
-
fitted input called prediction
[Sec. 3.3 (Implementation of the PoSKI model) and Sec. 5, conclusion (iv)]
"To find a model of SMBBHs that can describe the observed variability and complex Mgii line shape, we explored several different configurations of SMBBHs, changing the mass ratio and dynamical parameters but fixing the periodicity. ... (iv) The orbital period inferred from the PoSKI model aligns with the periodicity identified in the historical photometric light curve."
The orbital period is fixed as an input before PoSKI is run ('fixing the periodicity'). The model therefore cannot independently infer an orbital period; the claimed alignment in conclusion (iv) is a restatement of the input, not an output of the model. This is a fitted-input-called-prediction: the photometric period is imposed, and the conclusion that the model's period 'aligns' with photometry is true by construction.
full rationale
The paper's central empirical content—dramatic Mg II profile variability, line-parameter measurements, and synthetic magnitudes from Gemini and Magellan—is not circular. The PoSKI modeling is a qualitative fit to three epochs at phases chosen from the photometric ephemeris; with many free parameters (masses, q=0.1, i=10°, e=0.1, BLR geometry) it can reproduce the profiles, but that is a fit, not a prediction. The one clear circularity is conclusion (iv), where the orbital period is an input to the model and is then presented as an inferred quantity that aligns with the photometric periodicity. Also noted but not definitionally circular: the paper excludes the 3σ-deviant SDSS synthetic magnitude (Sec. 3.2) and uses a periodic-only GP kernel without a red-noise alternative, both of which weaken the empirical support. The 278-day period from Fatović et al. (2023) is a prior published detection, not itself a circular step. Overall, the central conclusion (iv) reduces to an input by construction, while the binary parameters and line-profile reproduction retain independent though weak content.
Assumptions & free parameters
free parameters (6)
- Orbital period P =
278 days (photometric; about 270 days from GP fit)
- Mass ratio q =
0.1
- Primary mass M2 =
2 x 10^8 Msun
- Secondary mass M1 =
2 x 10^7 Msun
- Eccentricity e =
0.1
- Inclination i =
10 degrees
assumptions (5)
- domain assumption The 278-day photometric periodicity is the orbital period of a binary and the photometric phase tracks orbital phase.
- domain assumption The virial scaling relation (Eq. 1) applies to this object to estimate M_BH from Mg II FWHM and L3000.
- ad hoc to paper The broad Mg II emission originates from a BLR around the less massive component plus a circumbinary BLR, with the massive component having no BLR.
- standard math Kepler's third law relates period, total mass, and separation for the binary.
- domain assumption The observed Mg II line-profile changes are dominated by orbital or Doppler effects rather than stochastic BLR variability, outflows, or other single-SMBH phenomena.
invented entities (1)
-
BLR1 and cBLR model components
Cite this review
Pith. "Pith review of Time Evolution of Mg II in SDSS J2320+0024: Implications for a Subparsec Binary Supermassive Black Hole System." pith.science (2026). https://pith.science/paper/7JYJ5CAM
@misc{pith2026250116877,
author = {Pith},
title = {Pith review of: Time Evolution of Mg II in SDSS J2320+0024: Implications for a Subparsec Binary Supermassive Black Hole System},
year = {2026},
howpublished = {\url{https://pith.science/paper/7JYJ5CAM}},
note = {Machine review of arXiv:2501.16877}
}
abstract
Here we present results from our spectroscopic follow-up of SDSS J2320+0024, a candidate binary supermassive black hole (SMBH) with a suspected sub-pc separation, identified by a 278-day periodicity observed in its multi-band optical light curves. We investigate the dramatic variability of the complex Mg II emission line profile aiming to test the alignments of the observed photometric light curves and the spectroscopic signatures in the context of the binary SMBH system. We extract the pure broad Mg II line from the newly obtained Gemini and Magellan spectra and measure the emission line parameters to reveal fundamental dynamical parameters of the SMBHs binary system. We adopt the PoSKI sub-pc binary SMBH model, which includes broad-line region (BLR) around less massive component and a circumbinary BLR, to interpret the observed variability in the spectral profile. We find that the Mg II line profile has a distinctive complex shape with the asymmetry and two peaks present which is varying across recent and archival observations. The temporal variability of the Mg II line profile may be associated with the emission from the binary SMBH system consisting of components with masses $M_1 = 2 \times 10^7 \, M_{\odot}$ and $M_2 = 2 \times 10^8 \, M_{\odot}$, and eccentricity e = 0.1. With an total estimated mass of $\sim 10^9 M_{\odot}$ and a subannual orbital period, this system may be a rare example of high-mass compact candidate of SMBH binary, thus important for further investigations of the evolution of the binary system. This study is a prototype of synergies of spectroscopic follow-up and future massive time-domain photometric surveys like Vera C. Rubin Observatory Legacy Survey of Space and Time.
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Works this paper leans on
-
[1]
& Krawczynski, H
Abarr, Q. & Krawczynski, H. 2021, The Astrophysical Journal, 906, 28
2021
-
[2]
2017, arXiv e-prints, arXiv:1702.00786
Amaro-Seoane, P., Audley, H., Babak, S., et al. 2017, arXiv e-prints, arXiv:1702.00786
arXiv 2017
-
[3]
H., White, R
Becker, R. H., White, R. L., & Helfand, D. J. 1995, ApJ, 450, 559
1995
-
[4]
Bellm, E. C., Kulkarni, S. R., Graham, M. J., et al. 2019, PASP, 131, 018002 Bogdanovi´c, T., Miller, M. C., & Blecha, L. 2022, Living Reviews in Relativity, 25, 3
work page 2019
-
[5]
Bon, E., Jovanovi´c, P., Marziani, P., et al. 2012, ApJ, 759, 118
work page 2012
- [6]
-
[7]
Boroson, T. A. & Lauer, T. R. 2009, Nature, 458, 53
work page 2009
-
[8]
Chambers, K. C., Magnier, E. A., Metcalfe, N., et al. 2016, arXiv e-prints, arXiv:1612.05560
arXiv 2016
Show all 82 references
-
[9]
R., Runnoe, J., Bogdanovic, T., & Trump, J
Charisi, M., Taylor, S. R., Runnoe, J., Bogdanovic, T., & Trump, J. R. 2022, MNRAS, 510, 5929
2022
-
[10]
M., Amaya-Almazán, R
Chavushyan, V ., Patiño-Álvarez, V . M., Amaya-Almazán, R. A., & Carrasco, L. 2020, The Astrophysical Journal, 891, 68
2020
-
[11]
2020, MNRAS, 499, 2245
Chen, Y .-C., Liu, X., Liao, W.-T., et al. 2020, MNRAS, 499, 2245
2020
-
[12]
2020, The Messenger, 180, 10
Cirasuolo, M., Fairley, A., Rees, P., et al. 2020, The Messenger, 180, 10
2020
-
[13]
C., Grace, K
Davis, M. C., Grace, K. E., Trump, J. R., et al. 2024, ApJ, 965, 34
2024
-
[14]
S., Kneib, J.-P., Percival, W
Dawson, K. S., Kneib, J.-P., Percival, W. J., et al. 2016, The Astronomical Jour- nal, 151, 44 de Jong, R. S., Agertz, O., Berbel, A. A., et al. 2019, The Messenger, 175, 3
2016
-
[15]
2013, MNRAS, 433, 1492 Dias dos Santos, D., Rodríguez-Ardila, A., Panda, S., & Marinello, M
Decarli, R., Dotti, M., Fumagalli, M., et al. 2013, MNRAS, 433, 1492 Dias dos Santos, D., Rodríguez-Ardila, A., Panda, S., & Marinello, M. 2023, ApJ, 953, L3 D’Orazio, D. J. & Charisi, M. 2023, arXiv e-prints, arXiv:2310.16896
2013 arXiv
-
[16]
J., Haiman, Z., & Ho, L
Dotti, M., Bonetti, M., D’Orazio, D. J., Haiman, Z., & Ho, L. C. 2022, MNRAS, 509, 212
2022
-
[17]
A., Halpern, J
Eracleous, M., Boroson, T. A., Halpern, J. P., & Liu, J. 2012, ApJS, 201, 23
2012
-
[18]
& Halpern, J
Eracleous, M. & Halpern, J. P. 1994, ApJS, 90, 1
1994
-
[19]
U., Landt, H., & Vacca, W
Esser, J., Pott, J. U., Landt, H., & Vacca, W. D. 2019, A&A, 621, A46 Fatovi´c, M., Palaversa, L., Tisani ´c, K., et al. 2023, The Astronomical Journal, 165, 138
2019
-
[20]
2009, A&A, 496, 361
Faure, C., Anguita, T., Eigenbrod, A., et al. 2009, A&A, 496, 361
2009
-
[21]
P., Mather, J
Gardner, J. P., Mather, J. C., Clampin, M., et al. 2006, Space Sci. Rev., 123, 485
2006
-
[22]
R., Pleiss, G., Bindel, D., Weinberger, K
Gardner, J. R., Pleiss, G., Bindel, D., Weinberger, K. Q., & Wilson, A. G. 2018, in Advances in Neural Information Processing Systems
2018
-
[23]
2004, ApJ, 611, 1005
Gehrels, N., Chincarini, G., Giommi, P., et al. 2004, ApJ, 611, 1005
2004
-
[24]
J., Djorgovski, S
Graham, M. J., Djorgovski, S. G., Stern, D., et al. 2015, nat, 518, 74
2015
-
[25]
J., Kulkarni, S
Graham, M. J., Kulkarni, S. R., Bellm, E. C., et al. 2019, PASP, 131, 078001
2019
-
[26]
J., Pancoast, A., Barth, A
Grier, C. J., Pancoast, A., Barth, A. J., et al. 2017, The Astrophysical Journal, 849, 146
2017
-
[27]
A., et al
Guo, W.-J., Zou, H., Fawcett, V . A., et al. 2024, ApJS, 270, 26
2024
-
[28]
Haehnelt, M. G. & Kau ffmann, G. 2002, Monthly Notices of the Royal Astro- nomical Society, 336, L61
2002
-
[29]
2019, in Canadian Long Range Plan for Astronomy and Astrophysics White Papers, V ol
Hall, P., Balogh, M., Barmby, P., et al. 2019, in Canadian Long Range Plan for Astronomy and Astrophysics White Papers, V ol. 2020, 30
2019
-
[30]
A., Becker, R
Hodge, J. A., Becker, R. H., White, R. L., Richards, G. T., & Zeimann, G. R. 2011, The Astronomical Journal, 142, 3
2011
-
[31]
L., Lawrence, A., Ross, N
Homan, D., MacLeod, C. L., Lawrence, A., Ross, N. P., & Bruce, A. 2020, MN- RAS, 496, 309 Ili´c, D., Raki´c, N., & Popovi´c, L. ˇC . 2023, ApJS, 267, 19 Ivezi´c, Ž., Kahn, S. M., Tyson, J. A., et al. 2019, ApJ, 873, 111 Ivezi´c, Z., Smith, J. A., Miknaitis, G., et al. 2007, Th...
2020
-
[32]
2014, The Astrophysical Journal Supplement Series, 213, 12
Jiang, L., Fan, X., Bian, F., et al. 2014, The Astrophysical Journal Supplement Series, 213, 12
2014
-
[33]
C., Dalton, G
Jin, S., Trager, S. C., Dalton, G. B., et al. 2024, MNRAS, 530, 2688
2024
-
[34]
E., Rafikov, R
Ju, W., Greene, J. E., Rafikov, R. R., Bickerton, S. J., & Badenes, C. 2013, ApJ, 777, 44
2013
-
[35]
2015, AJ, 150, 172
Kessler, R., Marriner, J., Childress, M., et al. 2015, AJ, 150, 172
2015
-
[36]
S., et al
Kim, D.-C., Yoon, I., Evans, A. S., et al. 2020, The Astrophysical Journal, 904, 23
2020
-
[37]
W., Zetzl, M., et al
Kollatschny, Ochmann, M. W., Zetzl, M., et al. 2018, A&A, 619, A168
2018
-
[38]
M., Ochmann, M
Kollatschny, W., Weilbacher, P. M., Ochmann, M. W., et al. 2020, A&A, 633, A79
2020
-
[39]
2003, ApJ, 582, L15 Kovaˇcevi´c, A
Komossa, S., Burwitz, V ., Hasinger, G., et al. 2003, ApJ, 582, L15 Kovaˇcevi´c, A. B., Pérez-Hernández, E., Popovi ´c, L. ˇC., et al. 2018, MNRAS, 475, 2051 Kovaˇcevi´c, A. B., Popovi´c, L. ˇC., & Ili´c, D. 2020a, Open Astronomy, 29, 51 Kovaˇcevi´c, A. B., Popovi´c, L. ˇC., S...
2003
-
[40]
Labrie, K., Anderson, K., Cárdenes, R., Simpson, C., & Turner, J. E. H. 2019, in Astronomical Society of the Pacific Conference Series, V ol. 523, Astro- nomical Data Analysis Software and Systems XXVII, ed. P. J. Teuben, M. W
2019
-
[41]
Pound, B. A. Thomas, & E. M. Warner, 321 León-Tavares, J., Chavushyan, V ., Patiño-Álvarez, V ., et al. 2013, ApJ, 763, L36
2013
-
[42]
T., Eracleous, M., & Storchi-Bergmann, T
Lewis, K. T., Eracleous, M., & Storchi-Bergmann, T. 2010, ApJS, 187, 416
2010
-
[43]
C., et al
Li, Y .-R., Wang, J.-M., Ho, L. C., et al. 2016, ApJ, 822, 4
2016
-
[44]
2019, The Astrophysical Journal, 884, 36
Liu, T., Gezari, S., Ayers, M., et al. 2019, The Astrophysical Journal, 884, 36
2019
-
[45]
2014, ApJ, 789, 140
Liu, X., Shen, Y ., Bian, F., Loeb, A., & Tremaine, S. 2014, ApJ, 789, 140
2014
-
[46]
I., Brinchmann, J., et al
Mainieri, V ., Anderson, R. I., Brinchmann, J., et al. 2024, arXiv e-prints, arXiv:2403.05398
2024 arXiv
-
[47]
W., Plauchu-Frayn, I., & del Olmo, A
Marziani, P., Sulentic, J. W., Plauchu-Frayn, I., & del Olmo, A. 2013, A&A, 555, A89 Article number, page 9 of 10 A&A proofs: manuscript no. Time_Evolution_of_Mg_II_in_SDSS_J2320+0024__Implications_for_a_Subparsec_Binary_Supermassive_Black_Hole_System
2013
-
[48]
D., Murphy, T., et al
Massardi, M., Ekers, R. D., Murphy, T., et al. 2011, Monthly Notices of the Royal Astronomical Society, 412, 318
2011
-
[49]
2024, A&A, 685, A116
Mengistue, Shimeles Terefe, Marziani, Paola, del Olmo, Ascensión, et al. 2024, A&A, 685, A116
2024
-
[50]
2022, A&A, 668, A77
Millon, M., Dalang, C., Lemon, C., et al. 2022, A&A, 668, A77
2022
-
[51]
C., et al
Nguyen, K., Bogdanovi´c, T., Runnoe, J. C., et al. 2020, The Astrophysical Jour- nal, 894, 105
2020
-
[52]
2018, ApJ, 853, 31 Planck Collaboration, Aghanim, N., Akrami, Y ., et al
Onaka, T., Nakamura, T., Sakon, I., et al. 2018, ApJ, 853, 31 Planck Collaboration, Aghanim, N., Akrami, Y ., et al. 2020, A&A, 641, A6 Popovi´c, L. ˇC., Ili´c, D., Burenkov, A., et al. 2023, A&A, 675, A178 Popovi´c, L. ˇC., Kovaˇcevi´c-Dojˇcinovi´c, J., & Marˇceta-Mandi´c, S....
2018
-
[53]
X., Hennawi, J., Cooke, R., et al
Prochaska, J. X., Hennawi, J., Cooke, R., et al. 2020, pypeit /PypeIt: Release 1.0.0, Zenodo
2020
-
[54]
X., Hennawi, J
Prochaska, J. X., Hennawi, J. F., Westfall, K. B., et al. 2020, Journal of Open Source Software, 5, 2308 Rodríguez-Ardila, A., Fonseca-Faria, M. A., dos Santos, D. D., Panda, S., &
2020
-
[55]
2024, The Astronomical Journal, 167, 244
Marinello, M. 2024, The Astronomical Journal, 167, 244
2024
-
[56]
C., Eracleous, M., Mathes, G., et al
Runnoe, J. C., Eracleous, M., Mathes, G., et al. 2015, ApJS, 221, 7
2015
-
[57]
C., Eracleous, M., Pennell, A., et al
Runnoe, J. C., Eracleous, M., Pennell, A., et al. 2017, MNRAS, 468, 1683
2017
-
[58]
2016, The Astronomical Journal, 151, 54
Sandrinelli, A., Covino, S., Dotti, M., & Treves, A. 2016, The Astronomical Journal, 151, 54
2016
-
[59]
C., Kelson, D
Schweizer, F., Seitzer, P., Whitmore, B. C., Kelson, D. D., & Villanueva, E. V . 2018, ApJ, 853, 54
2018
-
[60]
2013, ApJ, 775, 49
Shen, Y ., Liu, X., Loeb, A., & Tremaine, S. 2013, ApJ, 775, 49
2013
-
[61]
J., Sundelius, B., & Byrd, G
Sillanpaa, A., Haarala, S., Valtonen, M. J., Sundelius, B., & Byrd, G. G. 1988, ApJ, 325, 628
1988
-
[62]
L., Mushotzky, R
Smith, K. L., Mushotzky, R. F., Boyd, P. T., & Wagoner, R. V . 2018, The Astro- physical Journal Letters, 860, L10
2018
-
[63]
1997, ApJ, 489, 87
Storchi-Bergmann, T., Eracleous, M., Teresa Ruiz, M., et al. 1997, ApJ, 489, 87
1997
-
[64]
S., et al
Thanjavur, K., Ivezi´c, Z., Allam, S. S., et al. 2021, Monthly Notices of the Royal Astronomical Society, 505, 5941
2021
-
[65]
1986, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, V ol
Tody, D. 1986, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, V ol. 627, Instrumentation in astronomy VI, ed. D. L. Crawford, 733
1986
-
[66]
1993, in Astronomical Society of the Pacific Conference Series, V ol
Tody, D. 1993, in Astronomical Society of the Pacific Conference Series, V ol. 52, Astronomical Data Analysis Software and Systems II, ed. R. J. Hanisch, R. J. V . Brissenden, & J. Barnes, 173
1993
-
[67]
L., Wiita, P
Tripathi, A., Smith, K. L., Wiita, P. J., & Wagoner, R. V . 2023, Monthly Notices of the Royal Astronomical Society, 527, 9132
2023
-
[68]
VanderPlas, J. T. & Ivezi´c, Ž. 2015, ApJ, 812, 18 V oggel, K. T., Seth, A. C., Baumgardt, H., et al. 2022, A&A, 658, A152 V olonteri, M., Haardt, F., & Madau, P. 2003, ApJ, 582, 559
2015
-
[69]
2009, The Astrophysical Journal, 707, 1334
Wang, J.-G., Dong, X.-B., Wang, T.-G., et al. 2009, The Astrophysical Journal, 707, 1334
2009
-
[70]
& Bon, E
Wang, J.-M. & Bon, E. 2020, A&A, 643, L9
2020
-
[71]
2018, The Astrophysical Journal, 862, 171
Wang, J.-M., Songsheng, Y .-Y ., Li, Y .-R., & Yu, Z. 2018, The Astrophysical Journal, 862, 171
2018
-
[72]
& Li, X.-D
Wang, Y . & Li, X.-D. 2012, ApJ, 744, 186
2012
-
[73]
2010, Monthly Notices of the Royal Astronom- ical Society, 402, 537
Wu, S.-M., Chen, L., & Yuan, F. 2010, Monthly Notices of the Royal Astronom- ical Society, 402, 537
2010
-
[74]
& Haiman, Z
Xin, C. & Haiman, Z. 2021, MNRAS, 506, 2408
2021
-
[75]
& Komossa, S
Xu, D. & Komossa, S. 2009, ApJ, 705, L20
2009
-
[76]
2015, The Astrophysical Journal, 809, 117
Yan, C.-S., Lu, Y ., Dai, X., & Yu, Q. 2015, The Astrophysical Journal, 809, 117
2015
-
[77]
Neilsen, J., et al
Yoachim, P., Jones, L., Eric H. Neilsen, J., et al. 2023, lsst/rubin_sim: v1.3.1
2023
-
[78]
G., Adelman, J., John E
York, D. G., Adelman, J., John E. Anderson, J., et al. 2000, The Astronomical Journal, 120, 1579
2000
-
[79]
2014, Research in Astron- omy and Astrophysics, 14, 933
Zhang, B.-K., Zhao, X.-Y ., Wang, C.-X., & Dai, B.-Z. 2014, Research in Astron- omy and Astrophysics, 14, 933
2014
-
[80]
2019, ApJ, 877, 33
Zhang, S., Zhou, H., Shi, X., et al. 2019, ApJ, 877, 33
2019
-
[81]
2021, Monthly Notices of the Royal Astronomical Society, 507, 5205
Zhang, X. 2021, Monthly Notices of the Royal Astronomical Society, 507, 5205
2021
-
[82]
2023, Monthly Notices of the Royal Astronomical Society, 526, 1588 Article number, page 10 of 10
Zhang, X. 2023, Monthly Notices of the Royal Astronomical Society, 526, 1588 Article number, page 10 of 10
2023
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