REVIEW 3 major objections 5 minor 88 references
Atmospheric abundances and bulk properties of the binary brown dwarf Gliese 229 Bab from JWST/MIRI spectroscopy
T0 review · 3 major / 5 minor · reviewed 2026-08-12 · deepseek-v4-flash
Pith's one-line read This paper claims that JWST/MIRI spectroscopy of the binary brown dwarf Gliese 229 Bab yields carbon-to-oxygen and metallicity matching its host star, resolving a previously reported anomalous C/O of about 1.1.
desk verdict Solid MIRI binary fit resolves the long-standing C/O anomaly for Gliese 229 Bab, but the quoted statistical errors are smaller than the model grid spacing and need a systematic term before the consistency-with-star claim is taken at face value. 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 load-bearing object is the Sonora Elf Owl model grid, a cloudless grid parameterized by $T_{mathrm{eff}}$, $log g$, $log K_{zz}$, C/O, and [M/H], with self-consistent disequilibrium chemistry treated through vertical diffusion. The paper fits the MIRI spectrum as a flux-summed two-component binary, adds a measured K-band flux ratio as an extra constraint, and varies a resolving-power law and quadratic wavelength solution as nuisance parameters. The mid-infrared absorption bands of CH$_4$, NH$_3$, H$_2$O, and CO carry the abundance information, with the 4.75–5.0 μm CO band sensitive to $K_{zz}$.
What would settle it
Refit the same 4.75–14 μm MIRI spectrum with ATMO 2020, Sonora Bobcat, and Sonora Cholla grids under the identical binary model: if the retrieved C/O or [M/H] shifts by more than the reported statistical error, the abundance claim depends on the model choice rather than the data. Alternatively, high-resolution JWST/NIRSpec spectroscopy of the resolved binary that independently determines C/O from individual molecular bands would provide an observational cross-check.
Extended reading notes
Core claim
The central claim is that the mid-infrared spectrum of Gliese 229 Bab, modeled as a binary using the Sonora Elf Owl grid, yields $mathrm{C/O}=0.65\pm0.05$ and $mathrm{[M/H]}=0.00^{+0.04}_{-0.03}$ (2σ) under the assumption of shared abundances, matching the host star's $mathrm{C/O}=0.68\pm0.12$ and $mathrm{[M/H]}=-0.02\pm0.06$. The paper reports effective temperatures of $900^{+78}_{-29}$ K and $775^{+20}_{-33}$ K for Ba and Bb, identical vertical diffusion coefficients $log K_{zz}\approx4.0$, and a total luminosity that resolves the earlier under-luminosity tension. It further claims that a single-brown-dwarf fit returns the same abundances, indicating that unresolved binarity does not strongly bias abundance estimates from MIRI data when the components have similar $T_{mathrm{eff}}$. This contradicts the earlier single-object retrieval results of C/O ≈ 1.1 and points to model or data systematics in near-infrared low-resolution retrievals as the cause of the anomaly.
Load-bearing premise
The load-bearing premise is that the Sonora Elf Owl model grid gives an unbiased mapping from 5–14 μm MIRI spectra to C/O, [M/H], and $K_{zz}$; the paper fits no alternative grid, so a grid bias could shift the abundances beyond the stated statistical errors.
Editorial extensions
If this is right
- The previously reported C/O ≈ 1.1 for Gliese 229 B is resolved: the binary has C/O = 0.65 ± 0.05 and [M/H] = 0.00 (+0.04/−0.03), matching the host star's C/O = 0.68 ± 0.12 and [M/H] = −0.02 ± 0.06.
- MIRI low-resolution (R ≈ 100) spectroscopy can deliver abundance measurements for substellar companions that agree with stellar values, supporting its use for giant planet atmospheres.
- Binarity does not bias abundance estimates from mid-infrared data when the two components have similar $T_{mathrm{eff}}$: a single-brown-dwarf fit recovers the same C/O and [M/H].
- The binary model yields effective temperatures of 900 (+78/−29) K and 775 (+20/−33) K and a total luminosity consistent with the measured dynamical mass, resolving the under-luminosity tension.
- Both components show disequilibrium chemistry with $log K_{zz} \approx 4.0$, in line with isolated late T dwarfs of similar $T_{mathrm{eff}}$.
Reading between the lines
- Editorial inference: fitting the same MIRI data with alternative cloudless grids such as ATMO 2020, Sonora Bobcat, or Sonora Cholla would quantify model-driven systematic error; the paper acknowledges comparing grids would be informative but does not do so.
- Editorial inference: if near-infrared retrieval systematics explain the old C/O ≈ 1.1 result, then mid-infrared spectra of other late T dwarfs with reported super-solar C/O should tend to lower, stellar-like values; the paper leaves that as an open question for the broader population.
- Editorial inference: the shared-abundance assumption could be independently checked with future high-resolution spectroscopy of each binary component; the paper's separate-abundance fit cannot strongly separate the two because the MIRI data prefer the shared model by only about 2σ.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper presents JWST/MIRI low-resolution spectroscopy (4.75–14 µm) of the recently resolved brown dwarf binary Gliese 229 BaBb. The authors fit the spectrum with a two-component Sonora Elf Owl model, imposing the same C/O and [M/H] for both components, and also use the measured K-band flux ratio and dynamical mass priors. They report C/O = 0.65 ± 0.05 and [M/H] = 0.00+0.04/−0.03 (2σ statistical errors), consistent with the host star abundances, and argue that this resolves the previously reported anomalous C/O ≈ 1.1 for Gliese 229 B. They also fit a single brown dwarf model and find nearly identical abundances, concluding that binarity does not strongly affect the mid-infrared abundance inference. Additional results include Teff values of about 900 K and 775 K, log g ≈ 5.1 for both components, and log Kzz ≈ 4.0.
Significance. If the central result holds, the paper resolves a long-standing discrepancy for a benchmark object: the anomalously high C/O values inferred from near-infrared spectra disappear when high-quality mid-infrared data are analyzed with a self-consistent disequilibrium-chemistry grid. The work also provides a useful demonstration that MIRI LRS can deliver abundance measurements for closely separated brown dwarf binaries and, potentially, giant planets. The manuscript is careful in several respects: it uses a forward-model subtraction of the host star PSF with a public code on Zenodo, validates nod-to-nod consistency, tests the shared-abundance assumption with a distinct-abundance model, and includes a single-versus-binary model comparison. The data and code availability are strengths. However, the headline abundance-similarity claim is currently supported only by statistical uncertainties from a single model grid, and the paper itself acknowledges that grid-spacing and model systematics could be comparable to or larger than the quoted errors.
major comments (3)
- [§4, Table 2] The quoted 2σ uncertainties (C/O = 0.65 ± 0.05; [M/H] = 0.00+0.04/−0.03) are smaller than half the Elf Owl grid spacing reported in the same section (0.11 in C/O and 0.25 dex in [M/H]). The paper states that half the grid spacing could be a more conservative estimate, but then reports central values and errors that do not include this term. Because the subsequent claim of <1σ consistency with the stellar C/O = 0.68 ± 0.12 and the resolution of the previous C/O ≈ 1.1 anomaly depend directly on those error bars, this is a load-bearing issue. Please either quote uncertainties that include the grid-spacing contribution (e.g., by adding half-grid errors in quadrature) or demonstrate with finer-grid or interpolated fits that the posterior peaks are unchanged. If no interpolation is performed, the paper should also state how continuous posterior distributions are obtained from a discrete grid.
- [§3.2, §4.4] The C/O and Kzz constraints are driven in part by the CO band at 4.75–5.0 µm, exactly the wavelength region where disequilibrium CO chemistry and CO opacity are most model-dependent. The paper cites Beiler et al. (2024) showing that Sonora Elf Owl has chemistry/opacity inaccuracies for CO2 and PH3, but argues these features fall outside the MIRI bandpass. That does not address potential inaccuracies in the CO band itself. The manuscript also states that comparing alternative grids such as ATMO 2020, Bobcat, or Cholla would be informative but does not perform such a comparison. Please add a quantitative sensitivity test — for example, refit the spectrum excluding 4.75–5.0 µm, or fit with an independent grid — and show whether C/O and [M/H] shift by more than the quoted statistical errors. Without this, the claim that the anomalous C/O is resolved is a statement about this particular model grid rather than about the object.
- [§3.2, §5] The distinct-abundance model in Appendix D provides a useful check, but it is presented only as a consistency argument. The paper reports that the shared-abundance fiducial model is weakly preferred with a log Bayes factor of 1.1 (about 2σ), which is not strong evidence in either direction. The broader issue is that the central claim of chemical homogeneity between Ba and Bb and with the host star is conditioned on the shared-abundance assumption. Please state clearly that the evidence for identical abundances is weak, and clarify whether the stellar-consistency conclusion would remain at the same significance if the two components were allowed independent abundances. Table D1 suggests it would, but this should be stated explicitly rather than left implicit.
minor comments (5)
- [Eq. (4)] The error-inflation expression is ambiguous in the typeset version: please define whether ε_i is the pipeline variance or standard deviation and write the formula as ε′_i = sqrt(ε_i^2 + 10^b) (or equivalent) to avoid confusion.
- [§2.2, Fig. 2] The figure caption states that the error bars have been inflated by the best-fit error-inflation term, but the main text says the data have S/N ≈ 400 relative to background noise and effective S/N ≈ 30–50. Please clarify in the caption whether the plotted errors are the raw pipeline errors, the inflated errors, or the effective errors after systematics.
- [§3.2] The statement that cloud opacity is not expected to affect late T dwarf near- or mid-infrared spectra is asserted rather than demonstrated; a brief justification with a citation (beyond the model grid paper) would strengthen this assumption, since the Sonora Elf Owl grid itself is cloudless.
- [Throughout] The naming convention is inconsistent: the paper alternates between "Gliese 229 Bab", "Gliese 229 BaBb", and "Gliese 229 B". Please adopt a single notation, e.g., "Gliese 229 Bab" for the binary and "Ba" and "Bb" for the components, and use it consistently.
- [§4.5] The statement that the single brown dwarf fit is statistically favored by a log Bayes factor of 4.5 despite the known binary nature is interesting and should be highlighted as a cautionary result for future MIRI-only analyses, perhaps in the summary as well.
Circularity Check
No significant circularity: C/O and [M/H] are fitted to new MIRI spectra against an external forward-model grid, not derived from the target abundances themselves.
full rationale
The central abundance inference is a standard forward-model fit: a new, externally obtained JWST/MIRI LRS spectrum is compared to the Sonora Elf Owl model grid, with C/O and [M/H] as free parameters under broad uniform priors (C/O: 0.23–1.15; [M/H]: –1.0 to 1.0; Table 1). The reported values (C/O = 0.65 ± 0.05, [M/H] = 0.00+0.04/−0.03) are therefore determined by the data through the model mapping, not by construction from the stellar abundances with which they are later compared. The stellar C/O and [M/H] enter only as independent literature measurements used for consistency checking (§4.4), not as priors or definitions. The binary-specific inputs (total mass, mass ratio, K-band flux ratio) come from the authors' prior VLTI/GRAVITY work (Xuan et al. 2024), but those are independent observational measurements used as constraints, and the paper also shows that a single-brown-dwarf fit yields nearly identical abundances, demonstrating that the abundance result does not hinge on the binary priors. The Elf Owl grid has overlapping authorship (Mukherjee et al. 2024) and is the sole retrieval grid used, and the paper explicitly acknowledges model-systematic concerns (half-grid-spacing uncertainties, alternative grids, Beiler et al. 2024 CO2/PH3 issues). These are accuracy and robustness limitations, not circular reasoning: the derived abundances are not contained in the model grid a priori for this object, and the spectral fit is the source of the inference. No step in the derivation reduces to its own inputs by definition, so the circularity score is 0.
Assumptions & free parameters
free parameters (11)
- C/O (shared) =
0.65 +/- 0.05
- [M/H] (shared) =
0.00 +0.04/-0.03
- Teff,1 =
900 +78/-29 K
- Teff,2 =
775 +20/-33 K
- log g,1 =
5.15 +0.15/-0.04
- log g,2 =
5.07 +0.04/-0.11
- log Kzz,1 =
3.7 +1.3/-1.4
- log Kzz,2 =
4.0 +2.2/-1.4
- Error inflation b =
fit to data
- Resolving power r and r0 =
r=20.0, r0=-73.1
- Wavelength correction w0, w1, w2 =
w0=-0.0864, w1=1.0223, w2=-0.0014
assumptions (7)
- domain assumption The Sonora Elf Owl grid accurately models the MIRI spectra of late T dwarfs, including opacities and Kzz disequilibrium chemistry.
- domain assumption Cloudless model atmospheres are valid for these late T dwarfs.
- ad hoc to paper The two brown dwarfs share identical C/O and [M/H] in the fiducial model.
- domain assumption The total mass and mass ratio priors from Xuan et al. (2024) are correct.
- domain assumption The literature host-star C/O and [M/H] values are reliable.
- domain assumption The WebbPSF forward model adequately captures the host star PSF wings inside the LRS slit.
- domain assumption The quadratic wavelength correction and linear resolving power model are sufficient.
Cite this review
Pith. "Pith review of Atmospheric abundances and bulk properties of the binary brown dwarf Gliese 229 Bab from JWST/MIRI spectroscopy." pith.science (2026). https://pith.science/paper/RROIDMX2
@misc{pith2026241110571,
author = {Pith},
title = {Pith review of: Atmospheric abundances and bulk properties of the binary brown dwarf Gliese 229 Bab from JWST/MIRI spectroscopy},
year = {2026},
howpublished = {\url{https://pith.science/paper/RROIDMX2}},
note = {Machine review of arXiv:2411.10571}
}
abstract
We present JWST/MIRI low-resolution spectroscopy ($4.75-14~\mu$m) of the first known substellar companion, Gliese 229 Bab, which was recently resolved into a tight binary brown dwarf. Previous atmospheric retrieval studies modeling Gliese 229 B as a single brown dwarf have reported anomalously high carbon-to-oxygen ratios (C/O) of $\approx 1.1$ using $1-5~\mu$m ground-based spectra. Here, we fit the MIRI spectrum of Gliese 229 Bab with a two-component binary model using the Sonora Elf Owl grid and additionally account for the observed $K$ band flux ratio of the binary brown dwarf. Assuming the two brown dwarfs share the same abundances, we obtain $\rm C/O=0.65\pm0.05$ and $\rm [M/H]=0.00^{+0.04}_{-0.03}$ as their abundances ($2\sigma$ statistical errors), which are fully consistent with the host star abundances. We also recover the same abundances if we fit the MIRI spectrum with a single brown dwarf model, indicating that binarity does not strongly affect inferred abundances from mid-infrared data when the $T_\rm{eff}$ are similar between components of the binary. We measure $T_\rm{eff}=900^{+78}_{-29}~$K and $T_\rm{eff}=775^{+20}_{-33}~$K for the two brown dwarfs. We find that the vertical diffusion coefficients of $\log{K_\rm{zz}} \approx4.0$ are identical between the two brown dwarfs and in line with $\log{K_\rm{zz}}$ values inferred for isolated brown dwarfs with similar $T_\rm{eff}$. Our results demonstrate the power of mid-infrared spectroscopy in providing robust atmospheric abundance measurements for brown dwarf companions and by extension, giant planets.
Figures
Figures from the paper (2 more)
Reference graph
Works this paper leans on
-
[1]
Allard, F., Homeier, D., & Freytag, B. 2012, Philosophical Transactions of the Royal Society of London Series A, 370, 2765, doi: 10.1098/rsta.2011.0269
arXiv 2012
-
[2]
Asplund, M., Amarsi, A. M., & Grevesse, N. 2021, Astronomy and Astrophysics, 653, doi: 10.1051/0004-6361/202140445
-
[3]
O., Pueyo, L., Lacour, S., et al
Balmer, W. O., Pueyo, L., Lacour, S., et al. 2024, AJ, 167, 64, doi: 10.3847/1538-3881/ad1689
-
[4]
Beiler, S. A., Cushing, M. C., Kirkpatrick, J. D., et al. 2023, ApJL, 951, L48, doi: 10.3847/2041-8213/ace32c
-
[5]
Beiler, S. A., Mukherjee, S., Cushing, M. C., et al. 2024, arXiv e-prints, arXiv:2407.15950, doi: 10.48550/arXiv.2407.15950
work page Pith review arXiv doi:10.48550/arxiv.2407.15950 2024
-
[6]
Bowler, B. P., Endl, M., Cochran, W. D., et al. 2021, ApJL, 913, L26, doi: 10.3847/2041-8213/abfec8
-
[7]
Brandt, G. M., Dupuy, T. J., Li, Y., et al. 2021, The Astronomical Journal, 162, 301, doi: 10.3847/1538-3881/ac273e
-
[8]
Brandt, T. D. 2018, ApJS, 239, 31, doi: 10.3847/1538-4365/aaec06
Show all 88 references
-
[9]
D., Dupuy, T
Brandt, T. D., Dupuy, T. J., & Bowler, B. P. 2019a, AJ, 158, 140, doi: 10.3847/1538-3881/ab04a8
-
[10]
D., Dupuy, T
Brandt, T. D., Dupuy, T. J., Bowler, B. P., et al. 2019b, arXiv e-prints, 1910, arXiv:1910.01652
1910 arXiv
-
[11]
M., Fischer, D
Brewer, J. M., Fischer, D. A., Valenti, J. A., & Piskunov, N. 2016, ApJS, 225, 32, doi: 10.3847/0067-0049/225/2/32
2016 doi
- [12]
-
[13]
K., Burningham, B., et al
Calamari, E., Faherty, J. K., Burningham, B., et al. 2022, ApJ, 940, 164, doi: 10.3847/1538-4357/ac9cc9
2022 doi
-
[14]
2018, A&A, 614, A16, doi: 10.1051/0004-6361/201630136
Cheetham, A., S´ egransan, D., Peretti, S., et al. 2018, A&A, 614, A16, doi: 10.1051/0004-6361/201630136
2018 doi
-
[15]
C., Xuan, J
Costes, J. C., Xuan, J. W., Vigan, A., et al. 2024, arXiv e-prints, arXiv:2404.11523, doi: 10.48550/arXiv.2404.11523
2024 doi
-
[16]
J., & Liu, M
Dupuy, T. J., & Liu, M. C. 2017, The Astrophysical Journal Supplement Series, 231, 15, doi: 10.3847/1538-4365/aa5e4c
2017 doi
-
[17]
J., Liu, M
Dupuy, T. J., Liu, M. C., & Ireland, M. J. 2009, ApJ, 692, 729, doi: 10.1088/0004-637X/692/1/729 —. 2014, ApJ, 790, 133, doi: 10.1088/0004-637X/790/2/133
2009 doi
-
[18]
C., Rice, E
Filippazzo, J. C., Rice, E. L., Faherty, J., et al. 2015, ApJ, 810, 158, doi: 10.1088/0004-637X/810/2/158
2015 doi
-
[19]
2018, MNRAS, 479, 2702, doi: 10.1093/mnras/sty1682
Fontanive, C., Biller, B., Bonavita, M., & Allers, K. 2018, MNRAS, 479, 2702, doi: 10.1093/mnras/sty1682
2018 doi
-
[20]
Franson, K., & Bowler, B. P. 2023, AJ, 165, 246, doi: 10.3847/1538-3881/acca18
2023 doi
-
[21]
P., Brandt, T
Franson, K., Bowler, B. P., Brandt, T. D., et al. 2022, AJ, 163, 50, doi: 10.3847/1538-3881/ac35e8
2022 doi
-
[22]
P., Bonavita, M., et al
Franson, K., Bowler, B. P., Bonavita, M., et al. 2023, The Astronomical Journal, 165, 39, doi: 10.3847/1538-3881/aca408
2023 doi
-
[23]
K., et al
Gaarn, J., Burningham, B., Faherty, J. K., et al. 2023, MNRAS, 521, 5761, doi: 10.1093/mnras/stad753 Gaia Collaboration. 2022, VizieR Online Data Catalog, I/355, doi: 10.26093/cds/vizier.1355
2023 doi
-
[24]
Gaidos, E., & Mann, A. W. 2014, ApJ, 791, 54, doi: 10.1088/0004-637X/791/1/54
2014 doi
-
[25]
R., Kulkarni, S
Geballe, T. R., Kulkarni, S. R., Woodward, C. E., & Sloan, G. C. 1996, ApJL, 467, L101, doi: 10.1086/310203
1996 doi
-
[26]
C., Burningham, B., Faherty, J
Gonzales, E. C., Burningham, B., Faherty, J. K., et al. 2020, ApJ, 905, 46, doi: 10.3847/1538-4357/abbee2
2020 doi
-
[27]
D., Chen, C
Gordon, K. D., Chen, C. H., Anderson, R. E., et al. 2015, PASP, 127, 696, doi: 10.1086/682260
2015 doi
-
[28]
P., & Brandt, T
Greco, J. P., & Brandt, T. D. 2016, ApJ, 833, 134, doi: 10.3847/1538-4357/833/2/134
2016 doi
-
[29]
J., Gordon, I
Hargreaves, R. J., Gordon, I. E., Rey, M., et al. 2020, The Astrophysical Journal Supplement Series, 247, 55, doi: 10.3847/1538-4365/ab7a1a
2020 doi
-
[30]
Hoch, K. K. W., Konopacky, Q. M., Theissen, C. A., et al. 2023, AJ, 166, 85, doi: 10.3847/1538-3881/ace442
2023 doi
-
[31]
C., et al
Hojjatpanah, S., Figueira, P., Santos, N. C., et al. 2019, A&A, 629, A80, doi: 10.1051/0004-6361/201834729
2019 doi
-
[32]
2020, A&A, 639, A35, doi: 10.1051/0004-6361/202038035
Hojjatpanah, S., Oshagh, M., Figueira, P., et al. 2020, A&A, 639, A35, doi: 10.1051/0004-6361/202038035
2020 doi
-
[33]
E., Fortney, J
Hood, C. E., Fortney, J. J., Line, M. R., & Faherty, J. K. 2023, The Astrophysical Journal, 953, 170, doi: 10.3847/1538-4357/ace32e
2023 doi
-
[34]
R., Mandell, A
Howe, A. R., Mandell, A. M., & McElwain, M. W. 2023, ApJL, 951, L25, doi: 10.3847/2041-8213/acdd76
2023 doi
-
[35]
R., McElwain, M
Howe, A. R., McElwain, M. W., & Mandell, A. M. 2022, ApJ, 935, 107, doi: 10.3847/1538-4357/ac5590
2022 doi
- [36]
-
[37]
L., Xuan, J
Inglis, J., Wallack, N. L., Xuan, J. W., et al. 2024, AJ, 167, 218, doi: 10.3847/1538-3881/ad2771
2024 doi
-
[38]
J., et al
Karalidi, T., Marley, M., Fortney, J. J., et al. 2021, The Astrophysical Journal, 923, 269, doi: 10.3847/1538-4357/ac3140
2021 doi
-
[39]
2015, PASP, 127, 623, doi: 10.1086/682255
Kendrew, S., Scheithauer, S., Bouchet, P., et al. 2015, PASP, 127, 623, doi: 10.1086/682255
2015 doi
-
[40]
2019, A&A, 623, A72, doi: 10.1051/0004-6361/201834371
Kervella, P., Arenou, F., Mignard, F., & Th´ evenin, F. 2019, A&A, 623, A72, doi: 10.1051/0004-6361/201834371
2019 doi
-
[41]
K., del Burgo, C., Pavlenko, Y
Kuznetsov, M. K., del Burgo, C., Pavlenko, Y. V., & Frith, J. 2019, ApJ, 878, 134, doi: 10.3847/1538-4357/ab1fe9 17
2019 doi
-
[42]
2023, arXiv e-prints
Landman, R., Stolker, T., Snellen, I., et al. 2023, arXiv e-prints. http://arxiv.org/abs/2311.13527
2023 arXiv
-
[43]
K., Hauschildt, P
Leggett, S. K., Hauschildt, P. H., Allard, F., Geballe, T. R., & Baron, E. 2002, MNRAS, 332, 78, doi: 10.1046/j.1365-8711.2002.05273.x
2002
-
[44]
Marley, M. S. 2015, The Astrophysical Journal, 807, 183, doi: 10.1088/0004-637X/807/2/183
2015 doi
-
[45]
R., Marley, M
Line, M. R., Marley, M. S., Liu, M. C., et al. 2017, ApJ, 848, 83, doi: 10.3847/1538-4357/aa7ff0
2017 doi
-
[46]
E., et al
Lueber, A., Kitzmann, D., Fisher, C. E., et al. 2023, ApJ, 954, 22, doi: 10.3847/1538-4357/ace530
2023 doi
-
[47]
2020, A&A, 644, A68, doi: 10.1051/0004-6361/202039478
Maldonado, J., Micela, G., Baratella, M., et al. 2020, A&A, 644, A68, doi: 10.1051/0004-6361/202039478
2020 doi
-
[48]
M., Montes, D., et al
Marfil, E., Tabernero, H. M., Montes, D., et al. 2021, A&A, 656, A162, doi: 10.1051/0004-6361/202141980
2021 doi
-
[49]
S., Saumon, D., Guillot, T., et al
Marley, M. S., Saumon, D., Guillot, T., et al. 1996, Science, 272, 1919, doi: 10.1126/science.272.5270.1919
1996
-
[50]
S., Saumon, D., Visscher, C., et al
Marley, M. S., Saumon, D., Visscher, C., et al. 2021, The Astrophysical Journal, 920, 85, doi: 10.3847/1538-4357/ac141d Molli` ere, P., Stolker, T., Lacour, S., et al. 2020, Astronomy and Astrophysics, 640, A131, doi: 10.1051/0004-6361/202038325
2021 doi
-
[51]
J., Morley, C
Mukherjee, S., Fortney, J. J., Morley, C. V., et al. 2024, ApJ, 963, 73, doi: 10.3847/1538-4357/ad18c2
2024 doi
-
[52]
R., Kulkarni, S
Nakajima, T., Oppenheimer, B. R., Kulkarni, S. R., et al. 1995, Nature, 378, 463, doi: 10.1038/378463a0
1995 doi
-
[53]
2015, Astronomical Journal, 150, doi: 10.1088/0004-6256/150/2/53
Nakajima, T., Tsuji, T., & Takeda, Y. 2015, Astronomical Journal, 150, doi: 10.1088/0004-6256/150/2/53
2015 doi
-
[54]
2023, A&A, 678, A41, doi: 10.1051/0004-6361/202346585
Nasedkin, E., Molli` ere, P., Wang, J., et al. 2023, A&A, 678, A41, doi: 10.1051/0004-6361/202346585
2023 doi
- [55]
-
[56]
C., et al
Neves, V., Bonfils, X., Santos, N. C., et al. 2013, A&A, 551, A36, doi: 10.1051/0004-6361/201220574
2013 doi
-
[57]
S., Geballe, T
Noll, K. S., Geballe, T. R., & Marley, M. S. 1997, ApJL, 489, L87, doi: 10.1086/310954
1997 doi
-
[58]
1995, Science, 270, 1478, doi: 10.1126/science.270.5241.1478
Nakajima, T. 1995, Science, 270, 1478, doi: 10.1126/science.270.5241.1478
1995
-
[59]
Kerkwijk, M. H. 1998, ApJ, 502, 932, doi: 10.1086/305928
1998 doi
-
[60]
2020, AJ, 159, 6, doi: 10.3847/1538-3881/ab5955
Oreshenko, M., Kitzmann, D., M´ arquez-Neila, P., et al. 2020, AJ, 159, 6, doi: 10.3847/1538-3881/ab5955
2020 doi
-
[61]
D., Sivaramakrishnan, A., Lajoie, C.-P., et al
Perrin, M. D., Sivaramakrishnan, A., Lajoie, C.-P., et al. 2014, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 9143, Space Telescopes and Instrumentation 2014: Optical, Infrared, and Millimeter Wave, ed. J. Oschmann, Jacobus M., M. Clampi...
2014 doi
-
[62]
2012, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol
Sivaramakrishnan, A. 2012, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 8442, Space Telescopes and Instrumentation 2012:
2012
-
[63]
Clampin, G. G. Fazio, H. A. MacEwen, & J. Oschmann, Jacobus M., 84423D, doi: 10.1117/12.925230
-
[64]
2024, ApJL, 966, L11, doi: 10.3847/2041-8213/ad3e7c
Petrus, S., Whiteford, N., Patapis, P., et al. 2024, ApJL, 966, L11, doi: 10.3847/2041-8213/ad3e7c
2024 doi
-
[65]
W., Tremblin, P., Baraffe, I., et al
Phillips, M. W., Tremblin, P., Baraffe, I., et al. 2020, Astronomy and Astrophysics, 637, doi: 10.1051/0004-6361/201937381
2020 doi
-
[66]
Rice, M., & Brewer, J. M. 2020, ApJ, 898, 119, doi: 10.3847/1538-4357/ab9f96
2020 doi
-
[67]
L., Ceva, W., Matthews, E
Rickman, E. L., Ceva, W., Matthews, E. C., et al. 2024, A&A, 684, A88, doi: 10.1051/0004-6361/202347906
2024 doi
-
[68]
H., Wright, G
Rieke, G. H., Wright, G. S., B¨ oker, T., et al. 2015, PASP, 127, 584, doi: 10.1086/682252
2015 doi
-
[69]
C., Best, W
Sanghi, A., Liu, M. C., Best, W. M. J., et al. 2023, ApJ, 959, 63, doi: 10.3847/1538-4357/acff66
2023 doi
-
[70]
R., Leggett, S
Saumon, D., Geballe, T. R., Leggett, S. K., et al. 2000, ApJ, 541, 374, doi: 10.1086/309410
2000 doi
-
[71]
M., Cifuentes, C., et al
Schweitzer, A., Passegger, V. M., Cifuentes, C., et al. 2019, A&A, 625, A68, doi: 10.1051/0004-6361/201834965
2019 doi
-
[72]
Speagle, J. S. 2020, Monthly Notices of the Royal Astronomical Society, 493, 3132, doi: 10.1093/mnras/staa278
2020 doi
-
[73]
G., Mathieu, R
Stassun, K. G., Mathieu, R. D., & Valenti, J. A. 2006, Nature, 440, 311, doi: 10.1038/nature04570 Su´ arez, G., & Metchev, S. 2022, MNRAS, 513, 5701, doi: 10.1093/mnras/stac1205
2006 doi
-
[74]
R., Ruffio, J.-B., et al
Wang, J., Kolecki, J. R., Ruffio, J.-B., et al. 2022, The Astronomical Journal, 163, 189, doi: 10.3847/1538-3881/ac56e2
2022 doi
-
[75]
D., Brandt, G
Whitebook, S., Brandt, T. D., Brandt, G. M., & Martin, E. C. 2024, The Astrophysical Journal Letters, 974, L30, doi: 10.3847/2041-8213/ad7714
2024 doi
-
[76]
2024, Nature, doi: 10.1038/s41586-024-08064-x
Xuan, J., M´ erand, A., Thompson, W., et al. 2024, Nature, doi: 10.1038/s41586-024-08064-x
2024 doi
-
[77]
2024, JWST/MIRI LRS Forward Modeling, Zenodo, doi: 10.5281/zenodo.14032760 18
Xuan, J., Perrin, M., Mawet, D., et al. 2024, JWST/MIRI LRS Forward Modeling, Zenodo, doi: 10.5281/zenodo.14032760 18
2024 doi
-
[78]
W., & Wyatt, M
Xuan, J. W., & Wyatt, M. C. 2020, Monthly Notices of the Royal Astronomical Society, 497, 2096, doi: 10.1093/mnras/staa2033
2020 doi
-
[79]
W., Wang, J., Ruffio, J.-B., et al
Xuan, J. W., Wang, J., Ruffio, J.-B., et al. 2022, The Astrophysical Journal, 937, 54, doi: 10.3847/1538-4357/ac8673
2022 doi
-
[80]
W., Wang, J., Finnerty, L., et al
Xuan, J. W., Wang, J., Finnerty, L., et al. 2024a, ApJ, 962, 10, doi: 10.3847/1538-4357/ad1243
-
[81]
W., Hsu, C.-C., Finnerty, L., et al
Xuan, J. W., Hsu, C.-C., Finnerty, L., et al. 2024b, ApJ, 970, 71, doi: 10.3847/1538-4357/ad4796
-
[82]
N., & Tennyson, J
Yurchenko, S. N., & Tennyson, J. 2014, Monthly Notices of the Royal Astronomical Society, 440, 1649, doi: 10.1093/mnras/stu326
2014 doi
-
[83]
J., & Marley, M
Zahnle, K. J., & Marley, M. S. 2014, The Astrophysical Journal, 797, 41, doi: 10.1088/0004-637X/797/1/41
2014 doi
-
[84]
A., Line, M
Zalesky, J. A., Line, M. R., Schneider, A. C., & Patience, J. 2019, ApJ, 877, 24, doi: 10.3847/1538-4357/ab16db
2019 doi
-
[85]
A., Saboi, K., Line, M
Zalesky, J. A., Saboi, K., Line, M. R., et al. 2022, ApJ, 936, 44, doi: 10.3847/1538-4357/ac786c Zapatero Osorio, M. R., Lane, B. F., Pavlenko, Y., et al. 2004, ApJ, 615, 958, doi: 10.1086/424507
2022 doi
-
[86]
Zhang, Y., Snellen, I. A. G., Bohn, A. J., et al. 2021, Nature, 595, 370, doi: 10.1038/s41586-021-03616-x
2021 doi
-
[87]
C., Marley, M
Zhang, Z., Liu, M. C., Marley, M. S., Line, M. R., & Best, W. M. J. 2021, ApJ, 921, 95, doi: 10.3847/1538-4357/ac0af7
2021 doi
-
[88]
2023, AJ, 166, 198, doi: 10.3847/1538-3881/acf768
Zhang, Z., Molli` ere, P., Hawkins, K., et al. 2023, AJ, 166, 198, doi: 10.3847/1538-3881/acf768
2023 doi
Reviewed August 12, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.