REVIEW 3 major objections 5 minor 1 cited by
A dynamical dichotomy in large binary asteroids
T0 review · 3 major / 5 minor · reviewed 2026-08-06 · deepseek-v4-flash
Pith's one-line read Large binary asteroid systems split into two dynamical populations, and the orbit of (283) Emma's satellite reveals a low-density outer shell on its primary.
desk verdict New orbital solutions are the real product; the dichotomy's headline p-value is statistically impossible at n=7, and Emma's low-density crust is a shape-model-dependent hypothesis. 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 central comparison is between two estimates of the primary's gravity field: one computed from the shape model under the assumption of a homogeneous interior, via spherical-harmonic decomposition, and one measured from the satellite's orbit through the non-Keplerian signal. The key coefficient is $J_2$ (defined by $C_{20} = -J_2$ in the expansion of the gravitational potential), which measures the equatorial bulge of gravity; for a satellite in a moderately eccentric, nearly equatorial orbit, $J_2$ drives a nodal precession rate $\omega_P = -3 D_p^2 J_2 \omega \cos\Lambda \,/\, [8 (a (1-e^2))^2]$, so a measured precession directly yields $J_2$ once the semi-major axis, eccentricity, and inclination are known. The orbital fits are made with the genoid genetic algorithm, and the shape-derived multipoles are obtained by spherical-harmonic decomposition of the topographic shape model. The dichotomy diagnosis uses the axial ratio $b/a$ of the primary and the satellite eccentricity $e$ as the two population-defining observables, with the correlation between them separating the two groups.
What would settle it
A high-cadence stellar occultation of (283) Emma that constrains its oblateness well enough to show the shape-only $J_2$ is actually about 0.11, matching the orbit, would remove the need for the low-density shell.
Extended reading notes
Core claim
The paper's central claim is that large binaries split into two dynamical populations, and that Emma and Pulcova sit in different ones. The load-bearing new result is Emma: with 56 satellite positions spanning ten years, a purely Keplerian orbit cannot fit the data, and the genoid orbital search detects nodal precession at the level $J_2 = 0.11 \pm 0.01$ for the adopted radius; an alternative shape model with a 133 km diameter gives $J_2 = 0.13$. Because the shape model of Emma, assuming a homogeneous interior, predicts $J_2 \approx 0.14$, the dynamical value is roughly one-fifth lower, and the authors interpret the shortfall as a non-homogeneous interior: a dense core surrounded by a low-density outer shell that is at least 30% void and may be up to 80% void. Pulcova's orbital solution, from 68 positions over twenty years, is nearly circular and co-planar, so $J_2$ is effectively unconstrained (values up to about 0.13 fit the data); the authors report a mass of $1.865 \pm 0.019 \times 10^{18}\ \mathrm{kg}$ and a density of $1.4 \pm 0.2\ \mathrm{g\,cm^{-3}}$. At the population level, the paper compiles about thirteen large binaries and finds a strong anticorrelation between primary elongation $b/a$ and satellite eccentricity ($r = -0.98$, $p = 10^{-5}$) among the eccentric group, while the circular group occupies a narrow elongation range; the eccentric systems tend to have large families and slower rotation, the circular ones small or absent families and fast rotation. These two clusters are interpreted as end states of catastrophic versus sub-catastrophic impacts.
Load-bearing premise
The Emma interior conclusion collapses if the adopted shape model misrepresents the primary's true oblateness, since the authors' own alternative shape model was orbit-incompatible and concavities or cratering could mimic a low-density crust.
Editorial extensions
If this is right
- If Emma's two-layer interior is real, eccentric-satellite binaries with large families are rubble-pile re-accumulations with porous outer shells, so their bulk densities substantially underestimate the density of the solid material.
- The $b/a$–$e$ correlation offers a cheap diagnostic: for eccentric binaries, measuring either primary elongation or satellite eccentricity predicts the other and flags which formation pathway a newly found system follows.
- Pulcova-type circular binaries will remain stubborn for interior studies: without a detectable precession signal, orbital fits cannot distinguish homogeneous from layered interiors, so shape models must be improved by occultation or disk-resolved data before $J_2$ can be trusted.
- The dichotomy predicts that undiscovered large binaries should cluster into two sequences in shape–eccentricity space rather than filling the plane, and that eccentric systems should typically harbor large asteroid families.
- Stellar occultations are the paper's designated next test: the authors publish predictions for Emma and Pulcova through 2029, arguing that these are essential to break the shape-model degeneracy.
Reading between the lines
- Editorial inference: If the dichotomy is real, a cheap way to classify newly discovered large binaries is to measure satellite eccentricity alone, then predict both primary elongation and the presence of a large family from the two-sequence relation.
- Editorial inference: The paper's proposed factor-of-five mass criterion for distinguishing 'smashed target' from 'escaping ejecta' families could be applied to the whole asteroid-family catalog; if the dichotomy holds, the two groups should separate cleanly under that classification.
- Editorial inference: The tidal-equilibrium condition derived in the paper (roughly $\rho_p/\rho_s \approx 0.83$ for equal tidal quality factors) implies that the physical densities of primary and satellite differ systematically in eccentric systems, a prediction that future component-density measurements could check.
- Editorial inference: The sample of thirteen systems is small, so the natural stress test is to add newly characterized large binaries; the dichotomy predicts that new members will fall near the existing two sequences rather than in the gap between them.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper combines re-reduced archival adaptive-optics astrometry, new lightcurve shape modeling, and genoid orbital fits to study the binary asteroid systems (762) Pulcova and (283) Emma, and then places them in a broader population of large binary asteroids. For Pulcova the satellite orbit is found to be nearly circular and co-planar, leaving the primary's J2 essentially unconstrained; for Emma the orbit is eccentric and yields a dynamical J2 = 0.11 +/- 0.01, which the authors compare with a homogeneous-shape J2 of about 0.14 to argue for a non-homogeneous internal structure with a low-density outer shell. The paper also claims an overall dichotomy in large binary asteroids, with one group showing a strong correlation between primary elongation and satellite eccentricity, and proposes two distinct formation pathways.
Significance. If the Emma inference is sustained, it would be an important new datum on internal structure of a carbonaceous main-belt asteroid, and the proposed population dichotomy would be a useful organizing hypothesis for future observations and simulations. The paper has concrete strengths: it makes the full astrometric and photometric measurements available in tables, shows residual plots for the orbital fits, documents the shape-model construction, provides occultation predictions, and explicitly discusses many limitations of the data. The Emma orbital fit has impressively low residuals, and the Pulcova analysis honestly lays out the degeneracy of the circular co-planar case. However, the two headline conclusions rest on statistical and shape-model supports that need strengthening before the claims can be accepted as stated.
major comments (3)
- [§7.1 (Fig. 10)] The central dichotomy claim rests on the Pearson correlation of r = -0.98 (p = 10^-5) between satellite eccentricity and primary elongation b/a for the seven 'atypical' systems. With n = 7, no exact permutation test can produce a one-sided p-value smaller than 1/7! ≈ 1.98 × 10^-4, so the reported p = 10^-5 cannot be a valid significance statement; it must come from an asymptotic approximation that is inappropriate at this sample size. The test also uses the same eccentricity variable to select the group as appears on the y-axis, the b/a values are drawn from heterogeneous sources without propagated uncertainties, and no Spearman correlation, permutation p-value, or leave-one-out analysis is reported. I request an exact permutation test, a rank-based correlation, a sensitivity analysis to the group-selection criterion, and a discussion of how the selection affects the inferred relationship.
- [§4.2, §5, and Appendix A.2.1] Emma's non-homogeneous internal structure is a load-bearing conclusion, but the comparison between the dynamical J2 = 0.11 ± 0.01 and the shape-model J2 ≈ 0.14 is not robust to the shape and radius uncertainties documented in the paper itself. The authors state that their own new shape model has an oblateness incompatible with the orbit, that the adopted Viikinkoski et al. (2017) model is a poor fit to the AO images, and that concavities or cratering could mimic a low-density crust; the alternative radius gives J2 = 0.13, and the core/crust densities in Figure 7 are chosen in an inversion that reproduces the adopted J2. I request a systematic propagation of shape-model and radius uncertainty into the homogeneous-body J2, for example by considering all admissible shape models and occultation scalings, and a correspondingly conditional statement of the internal-structure result. As written, the abstract's claim of a 'significantly non-homogeneous internal structure' overstates what the current data can support.
- [§7.1–§7.5] The two-population dichotomy is presented as an established result, but the classification into 'typical' and 'atypical' systems is made using the same orbital eccentricity that is then correlated with shape, and the family-size distinction in §7.2 is not statistically quantified: the 'large family sequence' in Figure 11 is identified by eye with very few points after excluding Hektor. The two-pathway formation conclusion is a plausible hypothesis, but the paper should demonstrate that the dichotomy is not an artifact of the chosen eccentricity threshold and should quantify the separation of the family-size distributions. I encourage the authors to include the full sample in a robustness test or to explicitly describe the selection effects that determine which binaries have measured b/a and eccentricity values.
minor comments (5)
- [Table 2] The semi-major axis for Emma's satellite is quoted as 588.3 ± 0.0 km; please report a nonzero uncertainty or explain how this value and its rounding were obtained.
- [§4.2 and Conclusions] The main text uses several different radii for Emma (67 km, 71 km, and 74.5 km) without a single table stating which reference radius corresponds to the headline J2 = 0.11; please harmonize these values and the corresponding shape-model reference.
- [Fig. 10 and Fig. 11] The figures showing the shape-eccentricity and family-size relations would be much more informative with uncertainty bars on b/a and family-size estimates; currently the strength of the visual correlations appears larger than the data quality warrants.
- [Table C.2] Some entries in the astrometry table, such as ΔM = 100.0 or negative ΔM values, appear unphysical; please explain how these epochs are treated in the outlier rejection and whether they enter the orbital fits.
- [§7.1] The phrase 'Pearson Correlation Coefficient test of the linearity' is imprecise: the Pearson coefficient measures linear association but is not a test of linearity; please rephrase.
Circularity Check
The central J2 comparison and the dichotomy correlation are not circular, but the crust void fraction is a fitted output presented as a prediction.
-
fitted input called prediction
[Section 5 (Fig. 7) and Appendix A.2.2 (Fig. A.4)]
"Reasonable models have core densities ranging from 1.2 and 4 g cm−3 for spherical cores ranging between 56 and 100 km in diameter (see Figure A.4). The corresponding crust densities are approximately 0.6 g cm3. ... Emma is likely to be void-dominated, particularly in the crustal layer, which we predict to be at least 30% void space, but may be up to 80% void."
The two-layer internal structure model is solved by requiring the modeled J2 to match the observed orbital J2: Figure A.4 explicitly plots 'residuals between the observed and modeled J2 values' and selects solutions on that basis. Given the adopted total mass and radius, the crust density (and hence void fraction) is the free parameter that absorbs the J2 discrepancy. Calling the resulting 'at least 30% void space' a prediction presents a fitted output as an independent inference; it does not independently validate the non-homogeneous interpretation, but restates the J2 difference in density units. The main Emma J2 comparison itself is not circular, because the shape-model J2 is computed independently from the shape, and Eqs. (3)-(4) are only algebra relating the measured precession to J2.
full rationale
The central Emma result is a comparison of two independent determinations: the dynamical J2 = 0.11 ± 0.01 from the orbital fit and the shape-model J2 ≈ 0.14 computed with SHTOOLS. This comparison does not reduce to a fit: the orbital J2 is a fitted parameter, but it is compared with an independently computed shape-based value, and the paper's Eqs. (2)-(4) merely reparametrize the measured nodal precession into J2 for a given diameter. The dichotomy claim rests on a correlation between eccentricity and elongation in a small sample; selecting the 'atypical' group by eccentricity does not by construction force the correlation, although the reported p = 10^-5 for n = 7 is lower than the exact permutation minimum, which is a statistical robustness concern rather than a circularity. The one genuinely circular element is the internal-structure model: the crust density and void fraction are solved to match the observed J2, then reported as a 'prediction' of 30-80% void space. This is a fitted output, not an independent test, and it is secondary to the main J2-discrepancy result. The paper also candidly acknowledges shape-model ambiguities (concavities, cratering, poor AO fit, incompatible oblateness in its own new model), which weaken the non-homogeneous interpretation but do not constitute circular reasoning. Overall, the central derivation is self-contained and independent; the score reflects the one fitted-input-called-prediction step in the interior modeling.
Assumptions & free parameters
free parameters (5)
- Emma core density =
1.2-4 g/cm3 range; 'reasonable' choice 1.5 g/cm3
- Emma crust density =
≈0.6 g/cm3
- Emma primary radius =
74.5 km (or 67 km alternative)
- Pulcova spin pole orientation =
λp, βp = 195, -56 ± 9, 5 deg
- Hektor family scaling factor =
29
assumptions (5)
- domain assumption Lightcurve-inversion shape models accurately represent the primary's true shape
- domain assumption Satellites can be modeled as spheres and their higher-order gravity neglected
- domain assumption Gravitational field can be truncated at quadrupole order for these satellites
- domain assumption The tidal equilibrium condition and Love number k = 1e-5 (R/km) apply
- domain assumption The Walsh et al. (2025) SPH/N-body simulations are representative of binary-forming impacts
Cite this review
Pith. "Pith review of A dynamical dichotomy in large binary asteroids." pith.science (2026). https://pith.science/paper/24IZQXUX
@misc{pith2026250713072,
author = {Pith},
title = {Pith review of: A dynamical dichotomy in large binary asteroids},
year = {2026},
howpublished = {\url{https://pith.science/paper/24IZQXUX}},
note = {Machine review of arXiv:2507.13072}
}
read the original abstract
No less than 15% of large (diameter greater than 140 km) asteroids have satellites. The commonly accepted mechanism for their formation is post-impact reaccumulation. However, the detailed physical and dynamical properties of these systems are not well understood, and many of them have not been studied in detail. We aim to study the population of large binary asteroid systems. To do so, we compare the gravitational fields predicted from the shape of the primary body with the non-Keplerian gravitational components identified in orbital models of the satellites of each system. We also aim to contextualize these systems in the greater population of large binary systems, providing clues to asteroid satellite formation. We reduce all historical high-angular-resolution adaptive-optics (AO) images from ground-based telescopes to conduct astrometric and photometric measurements of each system's components. We then determine orbital solutions for each system using the genoid algorithm. We model the shapes of the system primaries using lightcurve-inversion techniques scaled with stellar occultations and AO images, and we develop internal structure models using SHTOOLS. Finally, we compare the distribution of the physical and orbital properties of the known binary asteroid systems. We find that differences between studies binary systems reflect an overall dichotomy within the population of large binary systems, with a strong correlation between primary elongation and satellite eccentricity observed in one group. We determine that there may be two distinct formation pathways influencing the end-state dichotomy in these binary systems, and that (762) Pulcova and (283) Emma belong to the two separate groups.
Figures
Figures from the paper (9 more)
Forward citations
Cited by 1 Pith paper
-
Unmasking (44) Nysa: Evidence for a trilobate structure
AO imaging and a shape model indicate (44) Nysa's primary is a contact-trinary or highly irregular body with two colli, orbited by a ~1-km satellite.
Reference graph
Works this paper leans on
-
[1]
, " * write output.state after.block = add.period write newline
ENTRY address archiveprefix author booktitle chapter edition editor howpublished institution eprint journal key month note number organization pages publisher school series title type volume year doi label extra.label sort.label short.list INTEGERS output.state before.all mid.sentence after.sentence after.block FUNCTION init.state.consts #0 'before.all :=...
-
[2]
write newline
" write newline "" before.all 'output.state := FUNCTION n.dashify 't := "" t empty not t #1 #1 substring "-" = t #1 #2 substring "--" = not "--" * t #2 global.max substring 't := t #1 #1 substring "-" = "-" * t #2 global.max substring 't := while if t #1 #1 substring * t #2 global.max substring 't := if while FUNCTION word.in bbl.in " " * FUNCTION format....
-
[3]
, " * write output.state after.block = add.period write newline
ENTRY address author booktitle chapter edition editor howpublished institution journal key month note number organization pages publisher school series title type volume year label extra.label sort.label short.list INTEGERS output.state before.all mid.sentence after.sentence after.block FUNCTION init.state.consts #0 'before.all := #1 'mid.sentence := #2 '...
-
[4]
write newline
" write newline "" before.all 'output.state := FUNCTION n.dashify 't := "" t empty not t #1 #1 substring "-" = t #1 #2 substring "--" = not "--" * t #2 global.max substring 't := t #1 #1 substring "-" = "-" * t #2 global.max substring 't := while if t #1 #1 substring * t #2 global.max substring 't := if while FUNCTION word.in bbl.in " " * FUNCTION format....
-
[5]
Alton , K. B. 2011, Minor Planet Bulletin, 38, 8
2011
-
[6]
M., Lim , P
Astropy Collaboration , Price-Whelan , A. M., Lim , P. L., et al. 2022, apj, 935, 167
2022
-
[7]
M., Sip o cz , B
Astropy Collaboration , Price-Whelan , A. M., Sip o cz , B. M., et al. 2018, , 156, 123
2018
-
[8]
P., Tollerud , E
Astropy Collaboration , Robitaille , T. P., Tollerud , E. J., et al. 2013, , 558, A33
2013
Show all 103 references
-
[9]
2006, , 446, 1177
Behrend, R., Bernasconi, L., Roy, R., et al. 2006, , 446, 1177
2006
-
[10]
2023, , 671, A151
Berthier , J., Carry , B., Mahlke , M., & Normand , J. 2023, , 671, A151
2023
-
[11]
2009, in European Planetary Science Congress 2009, 676
Berthier, J., Hestroffer, D., Carry, B., et al. 2009, in European Planetary Science Congress 2009, 676
2009
-
[12]
2014, , 239, 118
Berthier, J., Vachier, F., Marchis, F., D urech, J., & Carry, B. 2014, , 239, 118
2014
-
[13]
T., Yeomans, D
Britt, D. T., Yeomans, D. K., Housen, K. R., & Consolmagno, G. J. 2002, Asteroids III, 485
2002
-
[14]
2022, , 664, A69
Bro z , M., Ferrais , M., Vernazza , P., S eve c ek , P., & Jutzi , M. 2022, , 664, A69
2022
-
[15]
2021, , 653, A56
Bro z , M., Marchis , F., Jorda , L., et al. 2021, , 653, A56
2021
-
[16]
F., et al
Bro z , M., Morbidelli , A., Bottke , W. F., et al. 2013, , 551, A117
2013
-
[17]
2012, , 73, 98
Carry, B. 2012, , 73, 98
2012
-
[18]
2008, , 478, 235
Carry, B., Dumas, C., Fulchignoni, M., et al. 2008, , 478, 235
2008
-
[19]
2010, , 205, 460
Carry, B., Dumas, C., Kaasalainen, M., et al. 2010, , 205, 460
2010
-
[20]
2019, , 623, A132
Carry , B., Vachier , F., Berthier , J., et al. 2019, , 623, A132
2019
-
[21]
2021, , 650, A129
Carry , B., Vernazza , P., Vachier , F., et al. 2021, , 650, A129
2021
-
[22]
R., Veverka, J., Thomas, P
Chapman, C. R., Veverka, J., Thomas, P. C., et al. 1995, , 374, 783
1995
-
[23]
2019, , 624, A69
Delbo , M., Avdellidou , C., & Morbidelli , A. 2019, , 624, A69
2019
-
[24]
2017, Science , 357, 1026
Delbo, M., Walsh, K., Bolin, B., Avdellidou, C., & Morbidelli, A. 2017, Science , 357, 1026
2017
-
[25]
F., Christou , A
Dermott , S. F., Christou , A. A., Li , D., Kehoe , T. J. J., & Robinson , J. M. 2018, Nature Astronomy, 2, 549
2018
-
[26]
Dobrovolskis, A. R. 1996, , 124, 698
1996
-
[27]
D., Bottke , W
Durda , D. D., Bottke , W. F., Enke , B. L., et al. 2004, , 170, 243
2004
-
[28]
2015, Asteroid Models from Multiple Data Sources (Univ
D urech, J., Carry, B., Delbo, M., Kaasalainen, M., & Viikinkoski, M. 2015, Asteroid Models from Multiple Data Sources (Univ. Arizona Press), 183--202
2015
-
[29]
2011, , 214, 652
D urech, J., Kaasalainen, M., Herald, D., et al. 2011, , 214, 652
2011
-
[30]
2010, , 513, A46
D urech, J., Sidorin, V., & Kaasalainen, M. 2010, , 513, A46
2010
-
[31]
J., Molnar , L., Van Kooten , S
Dykhuis , M. J., Molnar , L., Van Kooten , S. J., & Greenberg , R. 2014, , 243, 111
2014
-
[32]
& Margot , J.-L
Fang , J. & Margot , J.-L. 2012, , 143, 24
2012
-
[33]
2012, , 144, 70
Fang , J., Margot , J.-L., & Rojo , P. 2012, , 144, 70
2012
-
[34]
2022, , 662, A71
Ferrais , M., Jorda , L., Vernazza , P., et al. 2022, , 662, A71
2022
-
[35]
2023, , 677, A189
Fuksa , M., Bro z , M., Hanu s , J., et al. 2023, , 677, A189
2023
-
[36]
1963, , 126, 257
Goldreich , P. 1963, , 126, 257
1963
-
[37]
& Sari , R
Goldreich , P. & Sari , R. 2009, , 691, 54
2009
-
[38]
& Soter , S
Goldreich , P. & Soter , S. 1966, , 5, 375
1966
-
[39]
R., Morgado, B
Gomes-Júnior, A. R., Morgado, B. E., Benedetti-Rossi, G., et al. 2022, Monthly Notices of the Royal Astronomical Society, 511, 1167
2022
-
[40]
E., Northcott , M
Graves , J. E., Northcott , M. J., Roddier , F. J., Roddier , C. A., & Close , L. M. 1998, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 3353, Adaptive Optical System Technologies, ed. D. Bonaccini & R. K. Tyson , 34--43
1998
-
[41]
Gwyn , S. D. J., Hill , N., & Kavelaars , J. J. 2012, , 124, 579
2012
-
[42]
Hartmann , W. K. & Davis , D. R. 1975, , 24, 504
1975
-
[43]
Herald , D., Gault , D., Carlson , N., et al. 2024
2024
-
[44]
J., & Bodewits , D
Hirabayashi , M., Trowbridge , A. J., & Bodewits , D. 2020, , 891, L12
2020
-
[45]
W., Jensen, J
Hodapp, K. W., Jensen, J. B., Irwin, E. M., et al. 2003, Publications of the Astronomical Society of the Pacific, 115, 1388
2003
-
[46]
2021, Introduction aux \' e ph\' e m\' e rides et ph\' e nom\` e nes astronomiques , ed
IMCCE. 2021, Introduction aux \' e ph\' e m\' e rides et ph\' e nom\` e nes astronomiques , ed. J. Berthier , P. Descamps , & F. Mignard (edp sciences)
2021
-
[47]
Jacobson , S. A. & Scheeres , D. J. 2011, , 736, L19
2011
-
[48]
2011, The Messenger, 145, 2
Jehin , E., Gillon , M., Queloz , D., et al. 2011, The Messenger, 145, 2
2011
-
[49]
2016, , 277, 257
Jorda , L., Gaskell , R., Capanna , C., et al. 2016, , 277, 257
2016
-
[50]
2011, Inverse Problems and Imaging, 5, 37
Kaasalainen, M. 2011, Inverse Problems and Imaging, 5, 37
2011
-
[51]
& Torppa, J
Kaasalainen, M. & Torppa, J. 2001, , 153, 24
2001
-
[52]
2001, , 153, 37
Kaasalainen, M., Torppa, J., & Muinonen, K. 2001, , 153, 37
2001
-
[53]
2003, SPIE, 4841, 944
Lenzen, R., Hartung, M., Brandner, W., et al. 2003, SPIE, 4841, 944
2003
-
[54]
2008 a , , 196, 97
Marchis , F., Descamps , P., Baek , M., et al. 2008 a , , 196, 97
2008
-
[55]
2008 b , , 195, 295
Marchis , F., Descamps , P., Berthier , J., et al. 2008 b , , 195, 295
2008
-
[56]
E., Emery, J
Marchis, F., Enriquez, J. E., Emery, J. P., et al. 2012, , 221, 1130
2012
-
[57]
2021, , 653, A57
Marchis , F., Jorda , L., Vernazza , P., et al. 2021, , 653, A57
2021
-
[58]
2015, Asteroid Systems: Binaries, Triples, and Pairs , ed
Margot, J.-L., Pravec, P., Taylor, P., Carry, B., & Jacobson, S. 2015, Asteroid Systems: Binaries, Triples, and Pairs , ed. P. Michel, F. DeMeo, & W. F. Bottke (Univ. Arizona Press), 355--374
2015
-
[59]
2022, , 164, 167
Marschall , R., Nesvorn \'y , D., Deienno , R., et al. 2022, , 164, 167
2022
-
[60]
2016 a , , 9282, 1
Marsset , M., Carry , B., Yang , B., et al. 2016 a , , 9282, 1
2016
-
[61]
2016 b , , 586, A15
Marsset , M., Vernazza , P., Birlan , M., et al. 2016 b , , 586, A15
2016
-
[62]
R., Mainzer , A
Masiero , J. R., Mainzer , A. K., Bauer , J. M., et al. 2021, PSJ, 2, 162
2021
-
[63]
J., Close , L
Merline , W. J., Close , L. M., Dumas , C., et al. 2000, in AAS/Division for Planetary Sciences Meeting Abstracts, Vol. 32, AAS/Division for Planetary Sciences Meeting Abstracts \#32, 13.06
2000
-
[64]
J., Dumas , C., Siegler , N., et al
Merline , W. J., Dumas , C., Siegler , N., et al. 2003, , 8165, 1
2003
-
[65]
J., Weidenschilling , S
Merline , W. J., Weidenschilling , S. J., Durda , D. D., et al. 2002, in Asteroids III, ed. J. Bottke , W. F., A. Cellino , P. Paolicchi , & R. P. Binzel , 289--312
2002
-
[66]
C., et al
Michel , P., Jutzi , M., Richardson , D. C., et al. 2015, , 107, 24
2015
-
[67]
2014, , 239, 46
Milani, A., Cellino, A., Kne z evi \'c , Z., et al. 2014, , 239, 46
2014
-
[68]
2019, , 622, A47
Milani , A., Kne z evi \'c , Z., Spoto , F., & Paolicchi , P. 2019, , 622, A47
2019
-
[69]
Moth \'e -Diniz , T., Roig , F., & Carvano , J. M. 2005, , 174, 54
2005
-
[70]
2015, Nesvorny HCM Asteroid Families V3.0 , NASA Planetary Data System, id
Nesvorny , D. 2015, Nesvorny HCM Asteroid Families V3.0 , NASA Planetary Data System, id. EAR-A-VARGBDET-5-NESVORNYFAM-V3.0
2015
-
[71]
F., & Levison, H
Nesvorn \'y , D., Vokrouhlick \'y , D., Bottke, W. F., & Levison, H. F. 2018, Nature Astronomy, 2, 878
2018
-
[72]
F., Levison , H
Nesvorn \'y , D., Vokrouhlick \'y , D., Bottke , W. F., Levison , H. F., & Grundy , W. M. 2020, , 893, L16
2020
-
[73]
2018, , 309, 134
Pajuelo, M., Carry, B., Vachier, F., et al. 2018, , 309, 134
2018
-
[74]
S., Folkner, W
Park, R. S., Folkner, W. M., Williams, J. G., & Boggs, D. H. 2021, The Astronomical Journal, 161, 105
2021
-
[75]
2021, , 501, 356
Pavela , D., Novakovi \'c , B., Carruba , V., & Radovi \'c , V. 2021, , 501, 356
2021
-
[76]
& Brown , M
Ragozzine , D. & Brown , M. E. 2007, , 134, 2160
2007
-
[77]
S., Chabot , N
Rivkin , A. S., Chabot , N. L., Stickle , A. M., et al. 2021, PSJ, 2, 173
2021
-
[78]
2003, SPIE, 4839, 140
Rousset, G., Lacombe, F., Puget, P., et al. 2003, SPIE, 4839, 140
2003
-
[79]
Ro \.z ek , A., Breiter , S., & Jopek , T. J. 2011, , 412, 987
2011
-
[80]
J., Britt, D., Carry, B., & Holsapple, K
Scheeres, D. J., Britt, D., Carry, B., & Holsapple, K. A. 2015, Asteroid Interiors and Morphology , ed. P. Michel, F. DeMeo, & W. F. Bottke (Univ. Arizona Press), 745--766
2015
-
[81]
Taylor, M. B. 2005, in Astronomical Society of the Pacific Conference Series, Vol. 347, Astronomical Data Analysis Software and Systems XIV, ed. P. Shopbell , M. Britton , & R. Ebert , 29
2005
-
[82]
C., Armstrong , J
Thomas , P. C., Armstrong , J. W., Asmar , S. W., et al. 2007, , 448, 50
2007
-
[83]
C., Belton , M
Thomas , P. C., Belton , M. J. S., Carcich , B., et al. 1996, , 120, 20
1996
-
[84]
2019, , 482, 2612
Tsirvoulis , G. 2019, , 482, 2612
2019
-
[85]
2012, , 543, A68
Vachier, F., Berthier, J., & Marchis, F. 2012, , 543, A68
2012
-
[86]
2022, , 382, 115013
Vachier , F., Carry , B., & Berthier , J. 2022, , 382, 115013
2022
-
[87]
A., Le Mignant, D., & Macintosh, B
van Dam, M. A., Le Mignant, D., & Macintosh, B. 2004, Applied Optics, 43, 5458
2004
-
[88]
Vereshchagina , I. A. 2011, arXiv e-prints, arXiv:1102.0152
2011 arXiv
-
[89]
2021, , 654, A56
Vernazza , P., Ferrais , M., Jorda , L., et al. 2021, , 654, A56
2021
-
[90]
2020, Nature Astronomy, 4, 136
Vernazza , P., Jorda , L., S eve c ek , P., et al. 2020, Nature Astronomy, 4, 136
2020
-
[91]
2017, , 607, A117
Viikinkoski, M., Hanu s , J., Kaasalainen, M., Marchis, F., & D urech, J. 2017, , 607, A117
2017
-
[92]
2015, , 576, A8
Viikinkoski, M., Kaasalainen, M., & Durech, J. 2015, , 576, A8
2015
-
[93]
Vinogradova , T. A. 2019, , 484, 3755
2019
-
[94]
F., & Morbidelli , A
Vokrouhlick \'y , D., Nesvorn \'y , D., Bottke , W. F., & Morbidelli , A. 2010 a , , 139, 2148
2010
-
[95]
F., & Morbidelli , A
Vokrouhlick \'y , D., Nesvorn \'y , D., Bottke , W. F., & Morbidelli , A. 2010 b , , 139, 2148
2010
-
[96]
2021, , 649, A115
Vokrouhlick \'y , D., Novakovi \'c , B., & Nesvorn \'y , D. 2021, , 649, A115
2021
-
[97]
J., Ballouz , R.-L., Agrusa , H
Walsh , K. J., Ballouz , R.-L., Agrusa , H. F., et al. 2025, arXiv e-prints, arXiv:2505.03325
2025 arXiv
-
[98]
Walsh, K. J. & Jacobson, S. A. 2015, Formation and Evolution of Binary Asteroids , ed. P. Michel, F. DeMeo, & W. F. Bottke, 375--393
2015
-
[99]
D., Stephens , R
Warner , B. D., Stephens , R. D., & Harris , A. W. 2011, Minor Planet Bulletin, 38, 172
2011
-
[100]
Wieczorek , M. A. & Meschede , M. 2018, Geochemistry, Geophysics, Geosystems, 19, 2574
2018
-
[101]
2020 a , , 643, A38
Yang , B., Hanu s , J., Bro z , M., et al. 2020 a , , 643, A38
2020
-
[102]
2020 b , , 641, A80
Yang , B., Hanu s , J., Carry , B., et al. 2020 b , , 641, A80
2020
-
[103]
2016, , 820, L35
Yang , B., Wahhaj , Z., Beauvalet , L., et al. 2016, , 820, L35
2016
Reviewed August 6, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.