REVIEW 2 major objections 5 minor 104 references
The JWST EXCELS survey: tracing the chemical enrichment pathways of high-redshift star-forming galaxies with O, Ar and Ne abundances
T0 review · 2 major / 5 minor · reviewed 2026-08-12 · deepseek-v4-flash
Pith's one-line read The paper finds that eight star-forming galaxies at z≈4 have an average Ar/O ratio 0.65±0.10 times solar—a ~3 sigma deficit—while Ne/O stays solar, indicating argon is not yet built up because of delayed Type Ia supernova enrichment.
desk verdict A careful JWST abundance study that roughly doubles the z>2 Ar/O sample, but the headline sub-solar Ar/O deficit hinges on an unverified T_e[S III] scaling relation and could vanish under a plausible systematic offset. 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 machinery is the direct-method abundance analysis built on electron temperatures: the [O III] $\lambda$4363/$\lambda$5007 ratio fixes the high-ionization-zone temperature, locally calibrated scaling relations assign the low- and intermediate-zone temperatures ($T_e[\mathrm{O\,II}] = 0.7\,T_e[\mathrm{O\,III}] + 3000$ K and $T_e[\mathrm{S\,III}] = 0.83\,T_e[\mathrm{O\,III}] + 1700$ K), and the [Ar III] $\lambda$7135 and [Ne III] $\lambda$3870 lines yield the observed argon and neon ions. Ionization correction factors from Izotov et al. (2006) complete the unseen Ar$^{+}$ and Ar$^{3+}$ and Ne$^{3+}$ stages, converting the line ratios into total abundances. This turns the single measurable ratio Ar/O into a tracer of the relative contribution of core-collapse versus Type Ia supernovae to the interstellar medium, with Ne/O serving as a control ratio expected to track oxygen.
What would settle it
A deep JWST spectrum of a $z \simeq 4$ star-forming galaxy that detects the [S III] $\lambda$6312 auroral line would give an independent intermediate-zone temperature; if $T_e[\mathrm{S\,III}]$ comes out substantially below $0.83\,T_e[\mathrm{O\,III}] + 1700$ K, as it does for the Sunburst Arc, the inferred Ar$^{2+}$ abundance rises and the reported Ar/O deficit would weaken or disappear.
Extended reading notes
Core claim
The central discovery is that the inverse-variance weighted average of the eight EXCELS galaxies is $\log(\mathrm{Ar/O}) = -2.50 \pm 0.07$, corresponding to $\mathrm{Ar/O} = 0.65 \pm 0.10\,(\mathrm{Ar/O})_\odot$, a roughly $3\sigma$ offset below solar; in contrast, the average neon-to-oxygen ratio is consistent with the solar ratio ($1.07 \pm 0.12$ times solar). On the paper's interpretation this is exactly the pattern expected if argon is an $\alpha$-element with a significant Type Ia supernova production channel, about $34$ per cent in current yield models, while neon tracks oxygen as a core-collapse product. Young galaxies at $z \simeq 4$ have not yet accumulated enough Type Ia enrichment, so their interstellar medium is dominated by core-collapse supernova yields. The sample average falls at the knee of the Milky Way chemical evolution track and at the extension of the M31 planetary-nebula sequence in the $\log(\mathrm{O/Ar})$--$\log(\mathrm{Ar/H})$ plane, connecting these early systems to the delayed-enrichment pathway seen locally.
Load-bearing premise
The load-bearing premise is that the locally calibrated electron-temperature scaling relations remain valid at $z \simeq 4$, because the paper only measures the [O III] temperature directly; if the intermediate-zone temperature is actually colder than assumed, the derived argon abundance rises and the Ar/O deficit shrinks toward solar.
Editorial extensions
If this is right
- If the deficit is real, the interstellar medium of $z \simeq 4$ star-forming galaxies is predominantly enriched by core-collapse supernova products, with Type Ia supernova products still sub-dominant.
- Ar/O becomes a practical high-redshift analogue of O/Fe that can be measured from JWST emission lines rather than from deep far-ultraviolet continuum, greatly increasing the number of galaxies in which SNe Ia enrichment can be tracked.
- The solar Ne/O ratio in the same galaxies confirms neon follows oxygen, validating the use of Ne/O as a control element and ruling out a general anomaly in all $\alpha$-element ratios.
- Agreement with the Milky Way chemical evolution model and the M31 planetary-nebula sequence implies the same delayed-enrichment pathway operating locally is already visible at $z \simeq 4$.
- Future moderate-depth JWST spectroscopy can extend this measurement to larger samples and higher redshifts, testing whether the Ar/O deficit evolves as Type Ia supernovae begin to contribute.
Reading between the lines
- If the Ar deficit holds up, the knee in the $\log(\mathrm{O/Ar})$--$\log(\mathrm{Ar/H})$ plane could serve as a star-formation-history clock in the same way the O/Fe knee does; galaxies with older stellar populations at fixed metallicity should show higher Ar/O, a prediction the paper does not test.
- The outliers with near-solar Ar/O, EXCELS-121806 and the Sunburst Arc, could share a common temperature-structure cause rather than exotic enrichment; comparing their [S III] $\lambda$6312 temperatures would discriminate between these explanations.
- Because oxygen depletes onto dust while argon and neon do not, an independent oxygen tracer that sidesteps depletion could move the Ar/O offset to larger significance and strengthen the SNe Ia delay interpretation.
- Selecting galaxies by specific star-formation rate at fixed redshift would provide a sharper test: if the Ar deficit comes from delayed SNe Ia, galaxies with lower specific star-formation rates should already show Ar/O closer to solar.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper presents direct-method electron-temperature abundance measurements of O, Ar, and Ne for eight JWST EXCELS star-forming galaxies with redshifts 1.8 < z < 5.3 (median z ~ 4.0). Using [O III] lambda4363/lambda5007 for T_e, and the Garnett (1992) and Campbell et al. (1986) scaling relations for the intermediate and low-ionization zones, it derives total O/H and ionic Ar++/H and Ne++/H, applying ICFs from Izotov et al. (2006). The sample-averaged inverse-variance weighted log(Ar/O) = -2.50 +/- 0.07 (Ar/O = 0.65 +/- 0.10 solar) is claimed as a ~3-sigma sub-solar offset, while log(Ne/O) = -0.60 +/- 0.05 is consistent with solar. The authors interpret this as evidence that z~4 ISMs are dominated by CCSNe products with a delayed SNe Ia contribution to Ar, compare the measurements to the Kobayashi et al. (2020b) chemical evolution model and M31 PNe, and discuss systematic uncertainties from atomic data, ICFs, dust depletion, and the assumed temperature structure.
Significance. If correct, the result provides one of the first multi-element (O, Ar, Ne) direct-method abundance sets at z~4 and strengthens the case that alpha-element ratios can trace the onset of SNe Ia enrichment. The paper is careful: it uses PyNeb with modern atomic data, propagates Monte Carlo uncertainties, tests alternative ICFs and atomic data (Section 5.1), discusses dust depletion (Section 5.2), and explicitly acknowledges the T_e-structure caveat (Section 5.3). The Ne/O ratio serves as a sensible control, and the comparison with local CLASSY galaxies and M31 PNe is useful. The sample, though small, is a meaningful increase over previous direct Ar/O measurements at z>2.
major comments (2)
- [Section 3.1, Eq. (1); Section 5.3; Table 3] The headline claim of a ~3-sigma sub-solar Ar/O ratio does not include the systematic uncertainty in the assumed T_e[S III] - T_e[O III] scaling relation. The Ar2+ abundance, which drives Ar/O, is derived using T_e[S III] from Garnett (1992) with only 1300 K of random scatter added in quadrature. As the authors note, Welch et al. (2024) measured T_e[S III] << T_e[O III] in the Sunburst Arc, and an alternative temperature structure could shift the weighted mean log(Ar/O) by roughly 0.2-0.3 dex, which would bring it into agreement with the solar value. Because the Ne/O ratio is measured in the high-ionization zone with the directly observed T_e[O III], the Ne/O control does not certify Ar/O. The paper should propagate an explicit systematic term (e.g., a plausible range of T_e[S III] relations) through the weighted average and quote the resulting significance, or clearly condition the headline result on the validity of the local T_e scaling relations.
- [Abstract; Section 4.1.1; Section 5.1] The quoted uncertainty of the headline result (log(Ar/O) = -2.50 +/- 0.07; Ar/O = 0.65 +/- 0.10 solar) reflects only the internal Monte Carlo scatter; systematic contributions from atomic data, ICF choice and dispersion, and temperature scaling are discussed qualitatively but are not folded into the reported significance. Section 5.1 shows that alternative atomic data and ICFs move the average to log(Ar/O) < -2.40, a ~2-sigma offset, but this conditional statement does not appear in the abstract or conclusions. The authors should provide a combined systematic error budget and state the resulting significance, so that the '3-sigma' claim is traceable to a well-defined error model.
minor comments (5)
- [Abstract] The abstract refers to 'measurements of O/Ar at z>2' while the rest of the paper consistently uses 'Ar/O'; the notation should be made uniform.
- [Section 2.1] There is a duplicated word in the sentence 'We run the default level 1 configuration except for turning on advanced snowball rejection and make use of of the CRDS_CTX...'; 'of of' should be corrected.
- [Section 4.1.1 and Section 6] The offset from solar is quoted as '~3.5 sigma' in Section 4.1.1 and as '~3 sigma' in the conclusions; these numbers should be reconciled.
- [Table 2 and Appendix A] To facilitate reproducibility, the paper would benefit from a table listing the measured emission-line fluxes (or at least [Ar III] lambda7135 and [Ne III] lambda3869 fluxes with uncertainties and S/N); the zoom-in figures in Appendix A are useful but do not provide numerical values.
- [Section 5.2 and Section 6] The phrase 'these affects can alter' should be 'these effects can alter' (appearing both in Section 5.2 and in point (v) of the conclusions).
Circularity Check
No significant circularity: the Ar/O deficit is an independent measurement from JWST spectra, compared to external models and samples; the disclosed T_e[S III] scaling caveat is a systematic risk, not a circular step.
full rationale
The central derivation is self-contained rather than circular. The paper measures the [O III] λ4363/λ5007 ratio to obtain T_e[O III], then infers T_e[S III] and T_e[O II] from the external Garnett (1992) and Campbell (1986) scaling relations, adding scatter estimates from Rogers et al. (2021). The Ar2+ abundance is converted to Ar/H using Izotov et al. (2006) ICFs, and Section 5.1 explicitly tests alternative ICFs (Pérez-Montero et al. 2007; Amayo et al. 2021) and alternative atomic data, finding average log(Ar/O) values that remain ≃2σ below solar. The sub-solar conclusion is therefore not forced by a single fitted correction. The solar scale is taken from Asplund et al. (2021), and the Kobayashi et al. (2020b) model is compared on that model's own solar scale, so neither the solar scale nor the SNe Ia fraction is fitted to the EXCELS data. The paper's own Section 5.3 caveat, 'A caveat to the results presented here is that we assume current T_e−T_e relations are valid at z ≃ 4', identifies the genuine vulnerability: if the true T_e[S III] at z~4 is systematically different, the Ar/H estimates could shift and the deficit could weaken. But that is an unverified external assumption, not a definitional identity or a fitted parameter renamed as a prediction; the paper does not use the Ar/O result to calibrate the T_e relations or the ICFs. Self-citations (Carnall et al. 2024; Stanton et al. 2024; Arellano-Córdova et al. 2024a,b) supply survey data, SED fitting, and local comparison samples, but none is load-bearing as a uniqueness theorem or as the source of the Ar/O prediction. The Ne/O control is an internal consistency check, and the paper acknowledges it does not certify the T_e[S III] assumption. No step in the derivation reduces by construction to its own inputs.
Assumptions & free parameters
free parameters (3)
- Case B electron temperature (T_e = 12000 K) and density (n_e = 300 cm^-3) for Balmer ratios =
12000 K, 300 cm^-3
- Fixed density n_e = 300 cm^-3 for EXCELS-52422 and other unconstrained sources =
300 cm^-3
- Additional quadrature uncertainties on T_e[S III] and T_e[O II] scaling relations =
1300 K and 1100 K
assumptions (4)
- domain assumption The Garnett (1992) T_e[O III]-T_e[S III] scaling relation is valid at z ~ 4.
- domain assumption The Campbell et al. (1986) T_e[O III]-T_e[O II] scaling relation is valid at z ~ 4.
- domain assumption The Izotov et al. (2006) ICFs are appropriate for high-redshift galaxies.
- domain assumption The Cardelli et al. (1989) extinction curve applies to high-redshift nebular regions.
Cite this review
Pith. "Pith review of The JWST EXCELS survey: tracing the chemical enrichment pathways of high-redshift star-forming galaxies with O, Ar and Ne abundances." pith.science (2026). https://pith.science/paper/I5Q4K73I
@misc{pith2026241111837,
author = {Pith},
title = {Pith review of: The JWST EXCELS survey: tracing the chemical enrichment pathways of high-redshift star-forming galaxies with O, Ar and Ne abundances},
year = {2026},
howpublished = {\url{https://pith.science/paper/I5Q4K73I}},
note = {Machine review of arXiv:2411.11837}
}
abstract
We present an analysis of eight star-forming galaxies with $\langle z \rangle = 4.0$ from the JWST EXCELS survey for which we obtain robust chemical abundance estimates for the $\alpha$-elements O, Ne and Ar. The $\alpha$-elements are primarily produced via core-collapse supernovae (CCSNe) which should result in $\alpha$-element abundance ratios that do not vary significantly across cosmic time. However, Type Ia supernovae (SNe Ia) models predict an excess production of Ar relative to O and Ne. The Ar/O abundance ratio can therefore be used as a tracer of the relative enrichment of CCSNe and SNe Ia in galaxies. Our sample significantly increases the number of sources with measurements of ${\rm Ar/O}$ at $z > 2$, and we find that our sample exhibits sub-solar Ar/O ratios on average, with $\rm{Ar/O} = 0.65 \pm 0.10 \, (\rm{Ar/O})_{\odot}$. In contrast, the average Ne/O abundance is fully consistent with the solar ratio, with $\rm{Ne/O} = 1.07 \pm 0.12 \, (\rm{Ne/O})_{\odot}$. Our results support a scenario in which Ar has not had time to build up in the interstellar medium of young high-redshift galaxies, which are dominated by CCSNe enrichment. We show that these abundance estimates are in good agreement with recent Milky Way chemical evolution models, and with Ar/O trends observed for planetary nebulae in the Andromeda galaxy. These results highlight the potential for using multiple element abundance ratios to constrain the chemical enrichment pathways of early galaxies with JWST.
Figures
Figures from the paper (4 more)
Reference graph
Works this paper leans on
-
[1]
Amayo A., Delgado-Inglada G., Stasi \'n ska G., 2021, @doi [ ] 10.1093/mnras/stab1467 , https://ui.adsabs.harvard.edu/abs/2021MNRAS.505.2361A 505, 2361
-
[2]
Andrews B. H., Martini P., 2013, @doi [ ] 10.1088/0004-637X/765/2/140 , https://ui.adsabs.harvard.edu/abs/2013ApJ...765..140A 765, 140
-
[3]
Arellano-C \'o rdova K. Z., Rodr \' guez M., 2020, @doi [ ] 10.1093/mnras/staa1759 , https://ui.adsabs.harvard.edu/abs/2020MNRAS.497..672A 497, 672
-
[4]
Arellano-C \'o rdova K. Z., et al., 2022, @doi [ ] 10.3847/2041-8213/ac9ab2 , https://ui.adsabs.harvard.edu/abs/2022ApJ...940L..23A 940, L23
-
[5]
Z., et al., 2024a, arXiv e-prints, https://ui.adsabs.harvard.edu/abs/2024arXiv241210557A p
Arellano-C \'o rdova K. Z., et al., 2024a, arXiv e-prints, https://ui.adsabs.harvard.edu/abs/2024arXiv241210557A p. arXiv:2412.10557
-
[6]
Arellano-C \'o rdova K. Z., et al., 2024b, @doi [ ] 10.3847/1538-4357/ad34cf , https://ui.adsabs.harvard.edu/abs/2024ApJ...968...98A 968, 98
-
[7]
Arnaboldi M., et al., 2022, @doi [ ] 10.1051/0004-6361/202244258 , https://ui.adsabs.harvard.edu/abs/2022A&A...666A.109A 666, A109
-
[8]
Asplund M., Amarsi A. M., Grevesse N., 2021, @doi [ ] 10.1051/0004-6361/202140445 , https://ui.adsabs.harvard.edu/abs/2021A&A...653A.141A 653, A141
Show all 104 references
-
[9]
A., Skillman E
Berg D. A., Skillman E. D., Croxall K. V., Pogge R. W., Moustakas J., Johnson-Groh M., 2015, @doi [ ] 10.1088/0004-637X/806/1/16 , https://ui.adsabs.harvard.edu/abs/2015ApJ...806...16B 806, 16
2015 doi
-
[10]
A., Chisholm J., Erb D
Berg D. A., Chisholm J., Erb D. K., Skillman E. D., Pogge R. W., Olivier G. M., 2021, @doi [ ] 10.3847/1538-4357/ac141b , https://ui.adsabs.harvard.edu/abs/2021ApJ...922..170B 922, 170
2021 doi
-
[11]
A., et al., 2022, @doi [ ] 10.3847/1538-4365/ac6c03 , https://ui.adsabs.harvard.edu/abs/2022ApJS..261...31B 261, 31
Berg D. A., et al., 2022, @doi [ ] 10.3847/1538-4365/ac6c03 , https://ui.adsabs.harvard.edu/abs/2022ApJS..261...31B 261, 31
2022 doi
-
[12]
Bertin E., Arnouts S., 1996, @doi [ ] 10.1051/aas:1996164 , https://ui.adsabs.harvard.edu/abs/1996A&AS..117..393B 117, 393
1996 doi
- [13]
-
[14]
Brammer G., 2023, msaexp: NIRSpec analyis tools , @doi 10.5281/zenodo.7299500
2023 doi
-
[15]
A., Coleman T
Branch M. A., Coleman T. F., Li Y., 1999, @doi [SIAM Journal on Scientific Computing] 10.1137/S1064827595289108 , https://ui.adsabs.harvard.edu/abs/1999SJSC...21....1B 21, 1
1999 doi
-
[16]
Bruzual G., Charlot S., 2003, @doi [ ] 10.1046/j.1365-8711.2003.06897.x , https://ui.adsabs.harvard.edu/abs/2003MNRAS.344.1000B 344, 1000
2003
-
[17]
Campbell A., Terlevich R., Melnick J., 1986, @doi [ ] 10.1093/mnras/223.4.811 , https://ui.adsabs.harvard.edu/abs/1986MNRAS.223..811C 223, 811
1986 doi
-
[18]
A., Clayton G
Cardelli J. A., Clayton G. C., Mathis J. S., 1989, @doi [ ] 10.1086/167900 , https://ui.adsabs.harvard.edu/abs/1989ApJ...345..245C 345, 245
1989 doi
-
[19]
C., McLure R
Carnall A. C., McLure R. J., Dunlop J. S., Dav \'e R., 2018, @doi [ ] 10.1093/mnras/sty2169 , https://ui.adsabs.harvard.edu/abs/2018MNRAS.480.4379C 480, 4379
2018 doi
-
[20]
C., et al., 2024, @doi [ ] 10.1093/mnras/stae2092 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.534..325C 534, 325
Carnall A. C., et al., 2024, @doi [ ] 10.1093/mnras/stae2092 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.534..325C 534, 325
2024 doi
-
[21]
B., Rudie G
Chartab N., Newman A. B., Rudie G. C., Blanc G. A., Kelson D. D., 2024, @doi [ ] 10.3847/1538-4357/ad0554 , https://ui.adsabs.harvard.edu/abs/2024ApJ...960...73C 960, 73
2024 doi
-
[22]
Clarke L., et al., 2023, @doi [ ] 10.3847/1538-4357/acfedb , https://ui.adsabs.harvard.edu/abs/2023ApJ...957...81C 957, 81
2023 doi
-
[23]
E., Sanders R
Clarke L., Shapley A. E., Sanders R. L., Topping M. W., Brammer G. B., Bento T., Reddy N. A., Kehoe E., 2024, @doi [ ] 10.3847/1538-4357/ad8ba4 , https://ui.adsabs.harvard.edu/abs/2024ApJ...977..133C 977, 133
2024 doi
-
[24]
V., Pogge R
Croxall K. V., Pogge R. W., Berg D. A., Skillman E. D., Moustakas J., 2016, @doi [ ] 10.3847/0004-637X/830/1/4 , https://ui.adsabs.harvard.edu/abs/2016ApJ...830....4C 830, 4
2016 doi
-
[25]
J., Dunlop J
Cullen F., Cirasuolo M., McLure R. J., Dunlop J. S., Bowler R. A. A., 2014, @doi [ ] 10.1093/mnras/stu443 , https://ui.adsabs.harvard.edu/abs/2014MNRAS.440.2300C 440, 2300
2014 doi
-
[26]
Cullen F., et al., 2019, @doi [ ] 10.1093/mnras/stz1402 , https://ui.adsabs.harvard.edu/abs/2019MNRAS.487.2038C 487, 2038
2019 doi
-
[27]
Cullen F., et al., 2021, @doi [ ] 10.1093/mnras/stab1340 , https://ui.adsabs.harvard.edu/abs/2021MNRAS.505..903C 505, 903
2021 doi
-
[28]
Curti M., et al., 2024, @doi [ ] 10.1051/0004-6361/202346698 , https://ui.adsabs.harvard.edu/abs/2024A&A...684A..75C 684, A75
2024 doi
-
[29]
K., Shapley A
Erb D. K., Shapley A. E., Pettini M., Steidel C. C., Reddy N. A., Adelberger K. L., 2006, @doi [ ] 10.1086/503623 , https://ui.adsabs.harvard.edu/abs/2006ApJ...644..813E 644, 813
2006 doi
-
[30]
Froese Fischer C., Tachiev G., 2004, @doi [Atomic Data and Nuclear Data Tables] https://doi.org/10.1016/j.adt.2004.02.001 , 87, 1
2004 doi
-
[31]
E., Mendoza C., Zeippen C
Galavis M. E., Mendoza C., Zeippen C. J., 1995, , https://ui.adsabs.harvard.edu/abs/1995A&AS..111..347G 111, 347
1995
-
[32]
R., 1992, @doi [ ] 10.1086/116146 , https://ui.adsabs.harvard.edu/abs/1992AJ....103.1330G 103, 1330
Garnett D. R., 1992, @doi [ ] 10.1086/116146 , https://ui.adsabs.harvard.edu/abs/1992AJ....103.1330G 103, 1330
1992 doi
-
[33]
A., Dopita M
Groves B. A., Dopita M. A., Sutherland R. S., 2004, @doi [ ] 10.1086/421113 , https://ui.adsabs.harvard.edu/abs/2004ApJS..153....9G 153, 9
2004 doi
-
[34]
Gutkin J., Charlot S., Bruzual G., 2016, @doi [ ] 10.1093/mnras/stw1716 , https://ui.adsabs.harvard.edu/abs/2016MNRAS.462.1757G 462, 1757
2016 doi
-
[35]
C., Johnson B
Hao C.-N., Kennicutt R. C., Johnson B. D., Calzetti D., Dale D. A., Moustakas J., 2011, @doi [ ] 10.1088/0004-637X/741/2/124 , https://ui.adsabs.harvard.edu/abs/2011ApJ...741..124H 741, 124
2011 doi
-
[36]
R., et al., 2020, @doi [Nature] 10.1038/s41586-020-2649-2 , 585, 357
Harris C. R., et al., 2020, @doi [Nature] 10.1038/s41586-020-2649-2 , 585, 357
2020 doi
-
[37]
Horne K., 1986, @doi [ ] 10.1086/131801 , https://ui.adsabs.harvard.edu/abs/1986PASP...98..609H 98, 609
1986 doi
-
[38]
D., 2007, @doi [Computing in Science & Engineering] 10.1109/MCSE.2007.55 , 9, 90
Hunter J. D., 2007, @doi [Computing in Science & Engineering] 10.1109/MCSE.2007.55 , 9, 90
2007 doi
-
[39]
Irimia A., Froese Fischer C., 2005, @doi [ ] 10.1238/Physica.Regular.071a00172 , https://ui.adsabs.harvard.edu/abs/2005PhyS...71..172I 71, 172
2005 doi
-
[40]
Isobe Y., Ouchi M., Nakajima K., Harikane Y., Ono Y., Xu Y., Zhang Y., Umeda H., 2023a, @doi [ ] 10.3847/1538-4357/acf376 , https://ui.adsabs.harvard.edu/abs/2023ApJ...956..139I 956, 139
-
[41]
Isobe Y., et al., 2023b, @doi [ ] 10.3847/1538-4357/ad09be , https://ui.adsabs.harvard.edu/abs/2023ApJ...959..100I 959, 100
-
[42]
I., Stasi \'n ska G., Meynet G., Guseva N
Izotov Y. I., Stasi \'n ska G., Meynet G., Guseva N. G., Thuan T. X., 2006, @doi [ ] 10.1051/0004-6361:20053763 , https://ui.adsabs.harvard.edu/abs/2006A&A...448..955I 448, 955
2006 doi
-
[43]
L., et al., 2022, @doi [ ] 10.3847/1538-4365/ac8008 , https://ui.adsabs.harvard.edu/abs/2022ApJS..262...37J 262, 37
James B. L., et al., 2022, @doi [ ] 10.3847/1538-4365/ac8008 , https://ui.adsabs.harvard.edu/abs/2022ApJS..262...37J 262, 37
2022 doi
-
[44]
Jeong M.-S., et al., 2020, @doi [ ] 10.3847/2041-8213/abba7a , https://ui.adsabs.harvard.edu/abs/2020ApJ...902L..16J 902, L16
2020 doi
-
[45]
Kashino D., et al., 2022, @doi [ ] 10.3847/1538-4357/ac399e , https://ui.adsabs.harvard.edu/abs/2022ApJ...925...82K 925, 82
2022 doi
-
[46]
Kaufman V., Sugar J., 1986, @doi [Journal of Physical and Chemical Reference Data] 10.1063/1.555775 , https://ui.adsabs.harvard.edu/abs/1986JPCRD..15..321K 15, 321
1986 doi
-
[47]
J., Ferland G
Kisielius R., Storey P. J., Ferland G. J., Keenan F. P., 2009, @doi [ ] 10.1111/j.1365-2966.2009.14989.x , https://ui.adsabs.harvard.edu/abs/2009MNRAS.397..903K 397, 903
2009
-
[48]
Kobayashi C., Leung S.-C., Nomoto K., 2020a, @doi [ ] 10.3847/1538-4357/ab8e44 , https://ui.adsabs.harvard.edu/abs/2020ApJ...895..138K 895, 138
-
[49]
I., Lugaro M., 2020b, @doi [ ] 10.3847/1538-4357/abae65 , https://ui.adsabs.harvard.edu/abs/2020ApJ...900..179K 900, 179
Kobayashi C., Karakas A. I., Lugaro M., 2020b, @doi [ ] 10.3847/1538-4357/abae65 , https://ui.adsabs.harvard.edu/abs/2020ApJ...900..179K 900, 179
-
[50]
Kroupa P., 2001, @doi [ ] 10.1046/j.1365-8711.2001.04022.x , https://ui.adsabs.harvard.edu/abs/2001MNRAS.322..231K 322, 231
2001
-
[51]
A., et al., 2010, @doi [ ] 10.1051/0004-6361/201014803 , https://ui.adsabs.harvard.edu/abs/2010A&A...521L..53L 521, L53
Lara-L \'o pez M. A., et al., 2010, @doi [ ] 10.1051/0004-6361/201014803 , https://ui.adsabs.harvard.edu/abs/2010A&A...521L..53L 521, L53
2010 doi
-
[52]
Lodders K., 2003, @doi [ ] 10.1086/375492 , https://ui.adsabs.harvard.edu/abs/2003ApJ...591.1220L 591, 1220
2003 doi
-
[53]
A., 2015, @doi [ ] 10.1051/0004-6361/201323152 , https://ui.adsabs.harvard.edu/abs/2015A&A...573A..42L 573, A42
Luridiana V., Morisset C., Shaw R. A., 2015, @doi [ ] 10.1051/0004-6361/201323152 , https://ui.adsabs.harvard.edu/abs/2015A&A...573A..42L 573, A42
2015 doi
-
[54]
Maiolino R., Mannucci F., 2019, @doi [ ] 10.1007/s00159-018-0112-2 , https://ui.adsabs.harvard.edu/abs/2019A&ARv..27....3M 27, 3
2019 doi
-
[55]
Maiolino R., et al., 2008, @doi [ ] 10.1051/0004-6361:200809678 , https://ui.adsabs.harvard.edu/abs/2008A&A...488..463M 488, 463
2008 doi
-
[56]
Mannucci F., Cresci G., Maiolino R., Marconi A., Gnerucci A., 2010, @doi [ ] 10.1111/j.1365-2966.2010.17291.x , https://ui.adsabs.harvard.edu/abs/2010MNRAS.408.2115M 408, 2115
2010
-
[57]
Marques-Chaves R., et al., 2024, @doi [ ] 10.1051/0004-6361/202347411 , https://ui.adsabs.harvard.edu/abs/2024A&A...681A..30M 681, A30
2024 doi
-
[58]
V., et al., 2023, @doi [ ] 10.3847/1538-4357/acf12b , https://ui.adsabs.harvard.edu/abs/2023ApJ...956...11M 956, 11
Maseda M. V., et al., 2023, @doi [ ] 10.3847/1538-4357/acf12b , https://ui.adsabs.harvard.edu/abs/2023ApJ...956...11M 956, 11
2023 doi
-
[59]
arXiv:2405.15859
McClymont W., et al., 2024, @doi [arXiv e-prints] 10.48550/arXiv.2405.15859 , https://ui.adsabs.harvard.edu/abs/2024arXiv240515859M p. arXiv:2405.15859
2024 doi
-
[60]
M., Lee T.-G., Ludlow J
McLaughlin B. M., Lee T.-G., Ludlow J. A., Landi E., Loch S. D., Pindzola M. S., Ballance C. P., 2011, @doi [Journal of Physics B Atomic Molecular Physics] 10.1088/0953-4075/44/17/175206 , https://ui.adsabs.harvard.edu/abs/2011JPhB...44q5206M 44, 175206
2011 doi
-
[61]
E., et al., 2023, @doi [ ] 10.1093/mnras/stad1569 , https://ui.adsabs.harvard.edu/abs/2023MNRAS.523.2952M 523, 2952
M \'e ndez-Delgado J. E., et al., 2023, @doi [ ] 10.1093/mnras/stad1569 , https://ui.adsabs.harvard.edu/abs/2023MNRAS.523.2952M 523, 2952
2023 doi
-
[62]
Mendoza C., 1983, @doi [Proceedings of the International Astronomical Union] 10.1007/978-94-009-7094-6_16 , 103, 143
1983 doi
-
[63]
J., 1983, @doi [ ] 10.1093/mnras/202.4.981 , https://ui.adsabs.harvard.edu/abs/1983MNRAS.202..981M 202, 981
Mendoza C., Zeippen C. J., 1983, @doi [ ] 10.1093/mnras/202.4.981 , https://ui.adsabs.harvard.edu/abs/1983MNRAS.202..981M 202, 981
1983 doi
-
[64]
Mingozzi M., et al., 2022, @doi [ ] 10.3847/1538-4357/ac952c , https://ui.adsabs.harvard.edu/abs/2022ApJ...939..110M 939, 110
2022 doi
-
[65]
E., Hidalgo-G \'a mez A
Miranda-P \'e rez B. E., Hidalgo-G \'a mez A. M., 2023, @doi [ ] 10.3847/1538-4357/acdb4b , https://ui.adsabs.harvard.edu/abs/2023ApJ...952...76M 952, 76
2023 doi
-
[66]
Moustakas J., Buhler J., Scholte D., Dey B., Khederlarian A., 2023, FastSpecFit: Fast spectral synthesis and emission-line fitting of DESI spectra , Astrophysics Source Code Library, record ascl:2308.005
2023
-
[67]
R., 2023, @doi [ ] 10.1051/0004-6361/202245133 , https://ui.adsabs.harvard.edu/abs/2023A&A...671A.124M 671, A124
Mucciarelli A., Minelli A., Bellazzini M., Lardo C., Romano D., Origlia L., Ferraro F. R., 2023, @doi [ ] 10.1051/0004-6361/202245133 , https://ui.adsabs.harvard.edu/abs/2023A&A...671A.124M 671, A124
2023 doi
-
[68]
M., Loch S
Munoz Burgos J. M., Loch S. D., Ballance C. P., Boivin R. F., 2009, @doi [ ] 10.1051/0004-6361/200911743 , https://ui.adsabs.harvard.edu/abs/2009A&A...500.1253M 500, 1253
2009 doi
-
[69]
Nakane M., et al., 2024, @doi [ ] 10.3847/1538-4357/ad84e810.1134/S1063773708080045 , https://ui.adsabs.harvard.edu/abs/2024ApJ...976..122N 976, 122
2024 doi
-
[70]
A., Peimbert A., Peimbert M., 2012, @doi [ ] 10.1088/2041-8205/756/1/L14 , https://ui.adsabs.harvard.edu/abs/2012ApJ...756L..14P 756, L14
Pe \ n a-Guerrero M. A., Peimbert A., Peimbert M., 2012, @doi [ ] 10.1088/2041-8205/756/1/L14 , https://ui.adsabs.harvard.edu/abs/2012ApJ...756L..14P 756, L14
2012 doi
-
[71]
Peimbert A., Peimbert M., 2010, @doi [ ] 10.1088/0004-637X/724/1/791 , https://ui.adsabs.harvard.edu/abs/2010ApJ...724..791P 724, 791
2010 doi
-
[72]
F., Contini T., D \' az \'A
P \'e rez-Montero E., H \"a gele G. F., Contini T., D \' az \'A . I., 2007, @doi [ ] 10.1111/j.1365-2966.2007.12213.x , https://ui.adsabs.harvard.edu/abs/2007MNRAS.381..125P 381, 125
2007
-
[73]
C., 2020, @doi [ ] 10.1146/annurev-astro-021820-120014 , https://ui.adsabs.harvard.edu/abs/2020ARA&A..58..363P 58, 363
P \'e roux C., Howk J. C., 2020, @doi [ ] 10.1146/annurev-astro-021820-120014 , https://ui.adsabs.harvard.edu/abs/2020ARA&A..58..363P 58, 363
2020 doi
-
[74]
A., et al., 2020, @doi [ ] 10.3847/1538-4357/abb674 , https://ui.adsabs.harvard.edu/abs/2020ApJ...902..123R 902, 123
Reddy N. A., et al., 2020, @doi [ ] 10.3847/1538-4357/abb674 , https://ui.adsabs.harvard.edu/abs/2020ApJ...902..123R 902, 123
2020 doi
-
[75]
Rogers N. S. J., Skillman E. D., Pogge R. W., Berg D. A., Moustakas J., Croxall K. V., Sun J., 2021, @doi [ ] 10.3847/1538-4357/abf8b9 , https://ui.adsabs.harvard.edu/abs/2021ApJ...915...21R 915, 21
2021 doi
-
[76]
Rogers N. S. J., Skillman E. D., Pogge R. W., Berg D. A., Croxall K. V., Bartlett J., Arellano-C \'o rdova K. Z., Moustakas J., 2022, @doi [ ] 10.3847/1538-4357/ac947d , https://ui.adsabs.harvard.edu/abs/2022ApJ...939...44R 939, 44
2022 doi
-
[77]
Rogers N. S. J., Strom A. L., Rudie G. C., Trainor R. F., Raptis M., von Raesfeld C., 2024, @doi [ ] 10.3847/2041-8213/ad2f37 , https://ui.adsabs.harvard.edu/abs/2024ApJ...964L..12R 964, L12
2024 doi
-
[78]
C., 2018, @doi [ ] 10.3847/1538-4357/aabf3c , https://ui.adsabs.harvard.edu/abs/2018ApJ...859...11S 859, 11
Salim S., Boquien M., Lee J. C., 2018, @doi [ ] 10.3847/1538-4357/aabf3c , https://ui.adsabs.harvard.edu/abs/2018ApJ...859...11S 859, 11
2018 doi
-
[79]
L., et al., 2021, @doi [ ] 10.3847/1538-4357/abf4c1 , https://ui.adsabs.harvard.edu/abs/2021ApJ...914...19S 914, 19
Sanders R. L., et al., 2021, @doi [ ] 10.3847/1538-4357/abf4c1 , https://ui.adsabs.harvard.edu/abs/2021ApJ...914...19S 914, 19
2021 doi
- [80]
-
[81]
D., Sembach K
Savage B. D., Sembach K. R., 1996, @doi [ ] 10.1146/annurev.astro.34.1.279 , https://ui.adsabs.harvard.edu/abs/1996ARA&A..34..279S 34, 279
1996 doi
- [82]
-
[83]
Scholte D., et al., 2024, @doi [ ] 10.1093/mnras/stae2477 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.535.2341S 535, 2341
2024 doi
-
[84]
E., et al., 2019, @doi [ ] 10.3847/2041-8213/ab385a , https://ui.adsabs.harvard.edu/abs/2019ApJ...881L..35S 881, L35
Shapley A. E., et al., 2019, @doi [ ] 10.3847/2041-8213/ab385a , https://ui.adsabs.harvard.edu/abs/2019ApJ...881L..35S 881, L35
2019 doi
-
[85]
E., et al., 2024, arXiv e-prints, https://ui.adsabs.harvard.edu/abs/2024arXiv240700157S p
Shapley A. E., et al., 2024, arXiv e-prints, https://ui.adsabs.harvard.edu/abs/2024arXiv240700157S p. arXiv:2407.00157
2024 arXiv
-
[86]
J., 2004, in Witt A
Sofia U. J., 2004, in Witt A. N., Clayton G. C., Draine B. T., eds, Astronomical Society of the Pacific Conference Series Vol. 309, Astrophysics of Dust. p. 393
2004
-
[87]
S., 2020, @doi [ ] 10.1093/mnras/staa278 , https://ui.adsabs.harvard.edu/abs/2020MNRAS.493.3132S 493, 3132
Speagle J. S., 2020, @doi [ ] 10.1093/mnras/staa278 , https://ui.adsabs.harvard.edu/abs/2020MNRAS.493.3132S 493, 3132
2020 doi
-
[88]
S., Steinhardt C
Speagle J. S., Steinhardt C. L., Capak P. L., Silverman J. D., 2014, @doi [ ] 10.1088/0067-0049/214/2/15 , https://ui.adsabs.harvard.edu/abs/2014ApJS..214...15S 214, 15
2014 doi
-
[89]
M., et al., 2024, @doi [ ] 10.1093/mnras/stae1705 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.532.3102S 532, 3102
Stanton T. M., et al., 2024, @doi [ ] 10.1093/mnras/stae1705 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.532.3102S 532, 3102
2024 doi
-
[90]
C., Strom A
Steidel C. C., Strom A. L., Pettini M., Rudie G. C., Reddy N. A., Trainor R. F., 2016, @doi [ ] 10.3847/0004-637X/826/2/159 , https://ui.adsabs.harvard.edu/abs/2016ApJ...826..159S 826, 159
2016 doi
-
[91]
J., Hummer D
Storey P. J., Hummer D. G., 1995, @doi [ ] 10.1093/mnras/272.1.41 , https://ui.adsabs.harvard.edu/abs/1995MNRAS.272...41S 272, 41
1995 doi
-
[92]
J., Sochi T., Badnell N
Storey P. J., Sochi T., Badnell N. R., 2014, @doi [ ] 10.1093/mnras/stu777 , https://ui.adsabs.harvard.edu/abs/2014MNRAS.441.3028S 441, 3028
2014 doi
-
[93]
L., Rudie G
Strom A. L., Rudie G. C., Steidel C. C., Trainor R. F., 2022, @doi [ ] 10.3847/1538-4357/ac38a3 , https://ui.adsabs.harvard.edu/abs/2022ApJ...925..116S 925, 116
2022 doi
-
[94]
L., et al., 2023, @doi [ ] 10.3847/2041-8213/ad07dc , https://ui.adsabs.harvard.edu/abs/2023ApJ...958L..11S 958, L11
Strom A. L., et al., 2023, @doi [ ] 10.3847/2041-8213/ad07dc , https://ui.adsabs.harvard.edu/abs/2023ApJ...958L..11S 958, L11
2023 doi
-
[95]
S., Zatsarinny O., 2010, @doi [ ] 10.1088/0067-0049/188/1/32 , https://ui.adsabs.harvard.edu/abs/2010ApJS..188...32T 188, 32
Tayal S. S., Zatsarinny O., 2010, @doi [ ] 10.1088/0067-0049/188/1/32 , https://ui.adsabs.harvard.edu/abs/2010ApJS..188...32T 188, 32
2010 doi
-
[96]
W., Shapley A
Topping M. W., Shapley A. E., Reddy N. A., Sanders R. L., Coil A. L., Kriek M., Mobasher B., Siana B., 2020a, @doi [ ] 10.1093/mnras/staa1410 , https://ui.adsabs.harvard.edu/abs/2020MNRAS.495.4430T 495, 4430
-
[97]
W., Shapley A
Topping M. W., Shapley A. E., Reddy N. A., Sanders R. L., Coil A. L., Kriek M., Mobasher B., Siana B., 2020b, @doi [ ] 10.1093/mnras/staa2941 , https://ui.adsabs.harvard.edu/abs/2020MNRAS.499.1652T 499, 1652
- [98]
-
[99]
A., et al., 2004, @doi [ ] 10.1086/423264 , https://ui.adsabs.harvard.edu/abs/2004ApJ...613..898T 613, 898
Tremonti C. A., et al., 2004, @doi [ ] 10.1086/423264 , https://ui.adsabs.harvard.edu/abs/2004ApJ...613..898T 613, 898
2004 doi
-
[100]
Virtanen P., et al., 2020, @doi [Nature Methods] 10.1038/s41592-019-0686-2 , https://rdcu.be/b08Wh 17, 261
2020 doi
-
[101]
Watanabe K., et al., 2024, @doi [ ] 10.3847/1538-4357/ad13ff , https://ui.adsabs.harvard.edu/abs/2024ApJ...962...50W 962, 50
2024 doi
-
[102]
H., Andrews B
Weinberg D. H., Andrews B. H., Freudenburg J., 2017, @doi [ ] 10.3847/1538-4357/837/2/183 , https://ui.adsabs.harvard.edu/abs/2017ApJ...837..183W 837, 183
2017 doi
- [103]
-
[104]
A., Sobolenko M., V \' lchez J
Zinchenko I. A., Sobolenko M., V \' lchez J. M., Kehrig C., 2024, @doi [ ] 10.1051/0004-6361/202450232 , https://ui.adsabs.harvard.edu/abs/2024A&A...690A..28Z 690, A28
2024 doi
Reviewed August 12, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.