Pith. sign in

REVIEW 4 major objections 5 minor 1 cited by

Self-limited tidal heating and prolonged magma oceans in the L 98-59 system

T0 review · 4 major / 5 minor · reviewed 2026-08-15 · deepseek-v4-flash

Pith's one-line read Tidal heating can keep L 98-59 b molten today

desk verdict Solid, novel feedback mechanism, but the present-day magma ocean claim for L 98-59 b rests on an orbit that would have circularized a billion years ago. read the letter →

arxiv 2505.03604 v2 pith:5SVUGT7C submitted 2025-05-06 astro-ph.EP

classification astro-ph.EP
keywords tidalheatingmagmaoceanradiation-tide-rheologyfeedbackL98-59rockyexoplanetevolutionmantlerheologyatmosphericblanketingsecondaryatmosphere
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper argues that tidal heating inside close-in rocky planets is self-limited, not runaway: as a hot planet cools, its mantle becomes viscous enough that tidal dissipation switches on, and the resulting heating slows or stops the cooling. The authors term this the 'radiation-tide-rheology feedback,' and they show it sets equilibrium tidal heat fluxes far below earlier estimates. Simulating the early evolution of the L 98-59 planets b, c, and d, they find that planet b likely still hosts a molten interior today, with or without an atmosphere, while c and d need atmospheric blanketing to remain molten. This matters because lasting magma oceans extend outgassing and change what atmospheres we expect to see on such planets.

What carries the argument

The radiation-tide-rheology feedback: a coupled negative feedback loop in which radiative cooling to space, tidal heat dissipation, and temperature-dependent mantle rheology regulate one another. The load-bearing identity is global energy balance: at equilibrium, tidal heat flux through the interior equals the net energy flux the atmosphere transports to space, $F_{\mathrm{tide}} = F_{\mathrm{net}}$. This equality, together with the critical melt fraction $\Phi_c = 30\%$ where the mantle transitions from liquid-like to solid-like behaviour, fixes the equilibrium state far from the runaway-heating regime assumed by earlier work.

What would settle it

A secondary-eclipse observation of L 98-59 b measuring a dayside brightness temperature below the silicate solidus (~1400 K) would falsify the claim that tidal heating keeps it molten today. Alternatively, a precise eccentricity determination showing e < 0.001 would remove the tidal heat source.

Watch

Extended reading notes

Core claim

The central discovery is a negative feedback that can hold a rocky planet in a partially molten state indefinitely. When a fully molten planet cools, its melt fraction falls toward the critical value at which the mantle behaves as a solid and tidal dissipation becomes strong; the resulting internal heating raises the temperature back up, so the planet settles near that critical melt fraction in global energy balance, $F_{\mathrm{tide}} = F_{\mathrm{net}}$. Applied to L 98-59 b, c, and d, the feedback produces equilibrium states with median melt fractions 36.5–39.2% and tidal heat fluxes 52–113 W m$^{-2}$, two orders of magnitude lower than prior estimates that ignored atmospheric coupling. The authors conclude that L 98-59 b may have a permanent magma ocean to this day, whether or not it retains an atmosphere, and that the same mechanism can prolong magma oceans on c and d as long as they have atmospheres.

Load-bearing premise

The model assumes the planets' orbits stay at their observed eccentricities forever (orbital steady state); if nothing keeps the eccentricities pumped, tidal heating would decay as the orbits circularize, and the predicted present-day molten state for L 98-59 b would not occur.

Editorial extensions

If this is right

  • Equilibrium tidal heat fluxes in close-in rocky exoplanets are up to two orders of magnitude lower than previously estimated, because earlier work did not couple atmospheric energy transport to interior thermal evolution.
  • Magma oceans on eccentric, close-in rocky planets can persist for billions of years, not just the <100 Myr found without tides, provided the orbit does not circularize.
  • L 98-59 b is likely molten today; secondary-eclipse thermal observations can test this directly.
  • The feedback creates stable equilibria that can be destroyed by a 'blue sky' bifurcation as the host star dims, causing rapid solidification and potentially catastrophic outgassing.
  • The framework offers a way to probe a planet's hot- vs cold-start formation history from its present-day thermal state.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • If the same feedback operates on Io, the Juno result that Io lacks a magma ocean can be read as a cold-start outcome rather than a failure of tidal heating to melt it.
  • The paper's results imply that atmospheric composition indirectly controls interior heat output: a stronger greenhouse atmosphere shifts the equilibrium to higher tidal flux, so atmospheric loss could double as a switch that shuts off tidal melting.
  • A testable extension: for any eccentric close-in rocky planet, the equilibrium melt fraction should hover near 30%, implying a narrow range of tidal quality factors that could be probed with future astrometric detection of tidal deformation.
Share X Bluesky LinkedIn Reddit HN

Signed reviews

No signed human review yet.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

4 major / 5 minor

Summary. The paper simulates the coupled thermal, atmospheric, and tidal evolution of the three rocky planets in L 98-59 using the proteus/agni/spider framework extended with the lovepy tidal dissipation model. It proposes a 'radiation-tide-rheology feedback': as a magma ocean cools, mantle viscosity increases, tidal heating peaks, and the resulting internal flux balances atmospheric radiative cooling, stabilizing whole-mantle melt fractions just above the assumed critical value (30%) rather than allowing complete solidification. In no-tide control simulations all three planets solidify within 100 Myr, whereas most tide-inclusive simulations reach global energy balance with melt fractions around 36-39% and tidal fluxes of 52-113 W/m2, one to two orders of magnitude below previous estimates. A no-atmosphere simulation of L 98-59 b also remains molten (F_tide about 1e5 W/m2), whereas c and d solidify without atmospheres. Sensitivity runs vary eccentricity, oxygen fugacity, and core radius, and the paper also estimates XUV-driven escape and tests convective stability. The conclusion states that L 98-59 b may have a permanent magma ocean to the present day.

Significance. If correct, the mechanism is significant: it provides a self-limiting equilibrium for tidal heating that changes predicted heat fluxes and surface temperatures for close-in rocky exoplanets by orders of magnitude, and it gives a concrete pathway to Gyr-lived magma oceans and tidally supported volcanic outgassing. The predictions of median equilibrium fluxes (52-113 W/m2) and melt fractions, together with the distinct no-atmosphere outcomes for b versus c/d, are falsifiable with secondary-eclipse and transmission observations. The paper is unusually transparent: the model codes (proteus, agni, lovepy) are open or archived, data are deposited on Zenodo, and the authors explicitly list the orbital steady-state assumption and the neglect of coupled escape as limitations. These strengths make the core early-evolution result, namely that tides can hold the mantle near the critical melt fraction for at least 200 Myr, credible. The present-day extrapolation, however, is not yet supported by the calculations as presented.

major comments (4)
  1. [Section 2.3 and Conclusion (ii)] The 'permanent magma ocean to this day' claim rests on an orbital steady-state assumption that is not demonstrated. In every simulation the eccentricity is held fixed, and Section 3.5 only varies fixed values, so the simulations consume orbital energy without allowing the orbit to respond. Using the paper's own median equilibrium flux for planet b (F_tide = 52 W m-2, Fig. 5), the dissipated power is about 2e16 W; for e = 0.167 at a = 0.02191 AU around a 0.273 Msun star with Mp = 0.47 Mearth, the orbital energy available from circularization is about 4e32 J, giving an e-folding time for e^2 of order 0.7 Gyr. The no-atmosphere case (F_tide = 1.08e5 W m-2, Section 3.4) gives a timescale of order 1e5 yr. Since the system age is 4.94 Gyr and no eccentricity pump is identified, the period ratios c/b ~ 1.63 and d/c ~ 2.02 do not by themselves demonstrate a sustained commensurability. The authors should either couple tidal orbital evolution to the thermal model, identify and model a pumping mechanism, or restrict the claim to 'at least 200 Myr while eccentricity is maintained.'
  2. [Sections 3.4, 3.5, and 4.1] The full simulations terminate at global energy balance (no later than 10 Myr in Fig. 5) or at 200 Myr (Section 3.5), while the conclusions invoke Gyr timescales. The stellar bolometric flux decreases by about 20% between 100 Myr and the present (Section 4.1), which moves the equilibrium; the blue-sky bifurcation discussion in Appendix B is based on the toy model (Eq. A6), not on the full proteus model. The paper should either integrate the full model past 200 Myr with evolving stellar luminosity and, ideally, parameterized escape, or explicitly state that the Gyr-timescale extension is an inference from the toy model rather than a result of the coupled simulations.
  3. [Section 2.1 and Fig. 5] The critical melt fraction Phi_c is fixed at 30%, and the equilibrium melt fractions cluster in the narrow band 36.5-39.2%, only 6-9 percentage points above Phi_c. Because the feedback operates by pinning the melt fraction near Phi_c, the quantitative results, especially the median heat fluxes 52-113 W/m2, are potentially sensitive to this parameter. No sensitivity calculation is reported. A series of simulations varying Phi_c over a plausible range (e.g., 20-40%) should be added to demonstrate that the self-limited fluxes and the prolonged magma ocean conclusion are robust to this choice.
  4. [Appendix A and Section 3.2] The toy model's 'demonstration' of the feedback is partly assumed in its construction. Equation (A5) posits a Gaussian tidal heating peak centered between the solidus and liquidus, so the qualitative behavior, with heating weak in the fully molten and fully solid states and strong near the critical melt fraction, is built into the model rather than derived from it. The full proteus/lovepy model, which uses a literature-based Maxwell rheology, does reproduce similar behavior, so this does not invalidate the central mechanism; however, the manuscript should state clearly that the toy model is an illustration and that the physical evidence for the feedback comes primarily from Sections 3.4-3.5.
minor comments (5)
  1. [Appendix B] The word 'recieved' should be 'received'.
  2. [Sections 3.4 and 3.5, Figs. 5 and 6] The text says the main simulations reach global energy balance generally within 10 Myr, while the sensitivity runs are evolved past equilibrium to up to 200 Myr; please clarify which simulations are shown in Fig. 5 versus Fig. 6, since the termination criteria differ.
  3. [Appendix C, Eq. (C1)] Equation (C1) is typeset in a way that is difficult to parse, with the factor involving R_optical/R_xuv appearing before the fraction; please check the equation formatting to ensure it matches the Watson et al. (1981) and Lehmer & Catling (2017) form.
  4. [Fig. 3] The colorbar label reads 'Time [Myr]' but the text describes solidification times; please make the caption explicit that the colour indicates the time at which the mantle solidifies.
  5. [Table 1 and Section 2.2] The table caption states that the equilibrium temperatures are calculated with a Bond albedo of 30%, but Section 2.2 does not specify how the albedo enters the radiative-convective model; a short sentence reconciling the table's equilibrium temperatures with the instellation values would help.

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity: the coupled model's equilibrium heat fluxes are computed from independent rheology and atmospheric radiative transfer, not fitted to the target result.

full rationale

The central derivation is self-contained. Tidal heating is computed by lovepy (Hay & Matsuyama 2019b) from gravito-viscoelastic deformation using melt-fraction-dependent rheology from Kervazo et al. (2021); atmospheric energy transport is computed by agni/proteus via correlated-k radiative transfer; the reported equilibrium heat fluxes are found by time-stepping until global energy balance (F_tide = F_net) is reached, not by fitting F_tide to a desired outcome. The semi-analytic model in Appendix A is explicitly heuristic ('we heuristically parametrise tidal heating with a Gaussian function', Eq. A5) and is presented as a toy for qualitative interpretation, not as independent evidence; the full model provides the quantitative demonstration. The tendency of equilibria to lie near the critical melt fraction is a physical consequence of the rheological transition at Phi_c = 30% (onset of efficient solid-phase tidal heating), not a parameter fitted to reproduce the observed melt fractions; the median outputs are 36.5-39.2%, above Phi_c, with a wide spread, showing that the atmosphere and other physics shift the equilibria. The orbital steady-state assumption is an acknowledged modelling limitation affecting the Gyr extrapolation, but it is not a circular reduction: eccentricity is an input, not a derived target. Self-citations to proteus, agni and lovepy are code/software references, and lovepy is independently published (Hay & Matsuyama 2019b); none of these citations is invoked to forbid alternatives or to supply an unverified uniqueness theorem. No step in the derivation equates an output to an input by construction.

Assumptions & free parameters 5 free parameters · 8 assumptions · 0 invented entities

The central result rests on a chain of modeling assumptions: Maxwell rheology, fixed eccentricity, a hot fully molten start, Earth-like volatile inventory, isochemical ideal-gas atmospheres, no atmospheric escape, and no radiogenic heating. The toy model's Gaussian heating parameterization is an ad hoc construction, though the full proteus model does not rely on it. No new physical entities are introduced.

free parameters (5)
  • Critical melt fraction Phi_c = 0.30
    Sets the melt fraction at which the mantle becomes solid-like and tidal dissipation becomes efficient (Section 2.1). Equilibrium melt fractions in Fig. 5 cluster just above this value, so the quantitative result is sensitive to this literature-based choice.
  • Core radius fraction r_c = varied 0.50-0.90
    Grid input spanning unknown interior structure; affects melt volume and cooling rate (Figs. 3-4). Median results are quoted across this range.
  • Oxygen fugacity deltaIW = varied -5 to +5
    Grid input controlling outgassed atmospheric composition and greenhouse effect (Fig. D1); drives spread in surface temperatures and melt fractions.
  • Initial volatile inventory (H,C,N,S) = 109, 109, 2.01, 235 ppmw
    Fixed to Earth primitive mantle estimates (Wang et al. 2018); larger inventories would produce thicker atmospheres and longer-lived magma oceans (Appendix D).
  • Toy model tidal heating Gaussian parameters (F_c, T_c, T_w) = varied; T_c between solidus and liquidus
    Ad hoc parameterization in Appendix A (Eq. A5); used only for qualitative demonstration and not in the full model.
assumptions (8)
  • domain assumption Maxwell viscoelastic rheology for solid mantle tidal deformation
    lovepy integrates gravito-viscoelasticity with matrix propagator; mantle is a Maxwell solid with melt-dependent viscosity and moduli (Section 2.1).
  • domain assumption Degree-2 eccentric tidal forcing from synchronous rotation; no planet-planet tides
    Section 2.1; higher eccentricity terms and mutual planet tides neglected.
  • domain assumption Orbital steady state (fixed eccentricity)
    Section 2.3; eccentricity damping and excitation not modeled, yet long-term heating depends on e being maintained.
  • domain assumption Hot-start initial condition: fully molten mantle with adiabatic temperature profile
    Section 2.1; standard for magma ocean studies but not guaranteed.
  • domain assumption No atmospheric escape within evolutionary simulations
    Section 2.1; escape treated only in separate context estimates (Appendix C), so long-term volatile inventories may be overestimated.
  • domain assumption Isochemical well-mixed atmosphere with ideal gas EOS
    Section 4.4 acknowledges non-ideal EOS and mixing limitations; high surface pressures (125-630 bar) may stress ideal gas assumption.
  • domain assumption Radiogenic heating neglected
    Section 2.1; isolates tidal heating, but adds a missing heat source that would generally favor magma ocean persistence.
  • ad hoc to paper Gaussian tidal heating curve in toy model
    Appendix A Eq. A5; the feedback is put in by hand in the toy model, making it an illustration rather than independent confirmation.

how reviews work

0 comments
Cite this review

Pith. "Pith review of Self-limited tidal heating and prolonged magma oceans in the L 98-59 system." pith.science (2026). https://pith.science/paper/5SVUGT7C

@misc{pith2026250503604,
  author       = {Pith},
  title        = {Pith review of: Self-limited tidal heating and prolonged magma oceans in the L 98-59 system},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/5SVUGT7C}},
  note         = {Machine review of arXiv:2505.03604}
}
read the original abstract

Rocky exoplanets accessible to characterisation often lie on close-in orbits where tidal heating within their interiors is significant, with the L 98-59 planetary system being a prime example. As a long-term energy source for ongoing mantle melting and outgassing, tidal heating has been considered as a way to replenish lost atmospheres on rocky planets around active M-dwarfs. We simulate the early evolution of L 98-59 b, c and d using a time-evolved interior-atmosphere modelling framework, with a self-consistent implementation of tidal heating and redox-controlled outgassing. Emerging from our calculations is a novel self-limiting mechanism between radiative cooling, tidal heating, and mantle rheology, which we term the `radiation-tide-rheology feedback'. Our coupled modelling yields self-limiting tidal heating estimates that are up to two orders of magnitude lower than previous calculations, and yet are still large enough to enable the extension of primordial magma oceans to Gyr timescales. Comparisons with a semi-analytic model demonstrate that this negative feedback is a robust mechanism which can probe a given planet's initial conditions, atmospheric composition, and interior structure. The orbit and instellation of the sub-Venus L 98-59 b likely place it in a regime where tidal heating has kept the planet molten up to the present day, even if it were to have lost its atmosphere. For c and d, a long-lived magma ocean can be induced by tides only with additional atmospheric regulation of energy transport.

Figures

Figures reproduced from arXiv: 2505.03604 by the authors.

Figure 1
Figure 1. Log-scaled surface tidal heat flux calculated by lovepy using a Maxwell viscoelastic rheology for a range of shear viscosities, orbital ec￾centricities, and orbital periods. For the illustrative purposes of this specific plot, the shear modulus (𝜇 = 60 GPa) and bulk modulus (𝜅 = 200 GPa) are fixed at the solid phase end-member values from Kervazo et al. (2021). The eccentricity is set to 0.05 in the top panel. The v… view at source ↗
Figure 2
Figure 2. Simulated behaviour for a toy analogue of L 98-59 b calculated with our semi-analytic model of thermal evolution. Temperature is plotted over time for different initial temperatures 𝑇0 (line style) and tidal heating amplitudes 𝐹𝑐 (line colour). The shaded region shows the temperature regime in which tidal heating is significant, via Equation A5. The black line shows the temperature at which tidal heating is maximise… view at source ↗
Figure 3
Figure 3. Solidification time for L 98-59 b/c/d modelled by proteus in the absence of tidal heating. Solidification time (colour bars) varies between the planets, and also varies by metallic core radius fraction 𝑟𝑐 (y-axes) and surface 𝑓 O2 (x-axes). a hot-start, [PITH_FULL_IMAGE:figures/full_fig_p006_3.png] view at source ↗
Figures from the paper (4 more)
Figure 5
Figure 5. Figure 5: Corner plot of tidal heat flux 𝐹tide versus mantle melt fraction Φ, for tidally heated evolution outcomes of planets b/c/d (colours). This represents the point at which these simulations reach global energy balance, which is no later than 10 Myr. Dashed lines indicate …
Figure 6
Figure 6. Figure 6: presents the results of these simulations by plotting mantle melt fraction Φ versus time. All three planets are able to achieve global energy balance with large melt fractions when the orbital eccentricity is large. Planet b (top panel of [PITH_FULL_IMAGE:figures/full…
Figure 7
Figure 7. Figure 7: Cycle-averaged XUV energy flux (solid purple line) and variable X￾ray flux (dashed purple line) over time for L 98-59 (0.273 M⊙) calculated with mors (Johnstone et al. 2021), scaled to a present-day median habitable zone (HZ; Kopparapu et al. 2013) orbit of 0.163 AU ar…
Figure 8
Figure 8. Figure 8: Test profiles of atmospheric temperature (left) and convective heat flux (right) modelled for L 98-59 d. We consider three observationally￾motivated atmospheric gas compositions (line colour) and three values for the internal heat flux (line style). Note the log scalin…

Discussion (0). Continue with ORCID to comment.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Detailed Architecture of the L 98-59 System and Confirmation of a Fifth Planet in the Habitable Zone

    astro-ph.EP 2025-07 conditional novelty 6.0 of 10

    The paper confirms a non-transiting habitable-zone super-Earth (L 98-59 f) and refines masses, radii, and near-circular eccentricities for all five planets in the L 98-59 system.

Reference graph

Works this paper leans on

195 extracted references · 19 canonical work pages · cited by 1 Pith paper

  1. [1]

    Abe Y., Matsui T., 1986, @doi [Journal of Geophysical Research: Solid Earth] https://doi.org/10.1029/JB091iB13p0E291 , 91, E291

  2. [2]

    Agol E., et al., 2021, @doi [The Planetary Science Journal] 10.3847/PSJ/abd022 , 2, 1

  3. [3]

    Andrault D., et al., 2018, @doi [Nature Geoscience] 10.1038/s41561-017-0053-9 , 11, 139

  4. [4]

    A., et al., 2025, @doi [Geochimica et Cosmochimica Acta] https://doi.org/10.1016/j.gca.2024.11.012 , 388, 61

    Anzures B. A., et al., 2025, @doi [Geochimica et Cosmochimica Acta] https://doi.org/10.1016/j.gca.2024.11.012 , 388, 61

  5. [5]

    Ardia P., Hirschmann M., Withers A., Stanley B., 2013, @doi [Geochimica et Cosmochimica Acta] https://doi.org/10.1016/j.gca.2013.03.028 , 114, 52

  6. [6]

    S., Hirschmann M

    Armstrong L. S., Hirschmann M. M., Stanley B. D., Falksen E. G., Jacobsen S. D., 2015, @doi [Geochimica et Cosmochimica Acta] https://doi.org/10.1016/j.gca.2015.07.007 , 171, 283

  7. [7]

    Banerjee A., et al., 2024, @doi [The Astrophysical Journal Letters] 10.3847/2041-8213/ad73d0 , 975, L11

  8. [8]

    S., Allard F., Hauschildt P

    Baraffe I., Chabrier G., Barman T. S., Allard F., Hauschildt P. H., 2003, @doi [ ] 10.1051/0004-6361:20030252 , https://ui.adsabs.harvard.edu/abs/2003A&A...402..701B 402, 701

Show all 195 references
  1. [9]

    Baraffe I., Homeier D., Allard F., Chabrier G., 2015, @doi [Astronomy & Astrophysics] 10.1051/0004-6361/201425481 , 577, A42

  2. [10]

    G., Mann A

    Barber M. G., Mann A. W., Vanderburg A., Boyle A. W., Murillo A. I. L., 2025, TESS Investigation -- Demographics of Young Exoplanets (TI-DYE) III: an inner super-Earth in TOI-2076 ( @eprint arXiv 2505.06358 ), https://arxiv.org/abs/2505.06358

  3. [11]

    arXiv:2301.10866

    Barclay T., et al., 2023, @doi [arXiv e-prints] 10.48550/arXiv.2301.10866 , https://ui.adsabs.harvard.edu/abs/2023arXiv230110866B p. arXiv:2301.10866

  4. [12]

    arXiv:2502.09730

    Barclay T., et al., 2025, arXiv e-prints, https://ui.adsabs.harvard.edu/abs/2025arXiv250209730B p. arXiv:2502.09730

  5. [13]

    C., Dobos V., Kiss L

    Barr A. C., Dobos V., Kiss L. L., 2018, @doi [Astronomy & Astrophysics] 10.1051/0004-6361/201731992 , 613, A37

  6. [14]

    R., et al., 2023, @doi [ ] 10.3847/1538-3881/acdb70 , https://ui.adsabs.harvard.edu/abs/2023AJ....166...35B 166, 35

    Behr P. R., et al., 2023, @doi [ ] 10.3847/1538-3881/acdb70 , https://ui.adsabs.harvard.edu/abs/2023AJ....166...35B 166, 35

  7. [15]

    Bello-Arufe A., et al., 2025, Evidence for a volcanic atmosphere on the sub-Earth L98-59b ( @eprint arXiv 2501.18680 ), https://arxiv.org/abs/2501.18680

  8. [16]

    Beuthe M., 2013, Icarus, 223, 308

  9. [17]

    J., 2024, @doi [Icarus] 10.1016/j.icarus.2024.116026 , 414, 116026

    Bierson C. J., 2024, @doi [Icarus] 10.1016/j.icarus.2024.116026 , 414, 116026

  10. [18]

    J., Nimmo F., 2016, @doi [Journal of Geophysical Research: Planets] 10.1002/2016JE005005 , 121, 2211

    Bierson C. J., Nimmo F., 2016, @doi [Journal of Geophysical Research: Planets] 10.1002/2016JE005005 , 121, 2211

  11. [19]

    L., Kyuberis A

    Birk M., Wagner G., Loos J., Lodi L., Polyansky O. L., Kyuberis A. A., Zobov N. F., Tennyson J., 2017, @doi [Journal of Quantitative Spectroscopy and Radiative Transfer] https://doi.org/10.1016/j.jqsrt.2017.03.040 , 203, 88

  12. [20]

    D., Nicholls H., Lichtenberg T., 2025, @doi [arXiv e-prints] 10.48550/arXiv.2505.11149 , https://ui.adsabs.harvard.edu/abs/2025arXiv250511149B p

    Boer I. D., Nicholls H., Lichtenberg T., 2025, @doi [arXiv e-prints] 10.48550/arXiv.2505.11149 , https://ui.adsabs.harvard.edu/abs/2025arXiv250511149B p. arXiv:2505.11149

  13. [21]

    F., 2022, @doi [Environmental Research Letters] 10.1088/1748-9326/ac8944 , 17, 093006

    Boers N., Ghil M., Stocker T. F., 2022, @doi [Environmental Research Letters] 10.1088/1748-9326/ac8944 , 17, 093006

  14. [22]

    N., Leconte J., 2011, @doi [A&A] 10.1051/0004-6361/201117734 , 535, A94

    Bolmont E., Raymond S. N., Leconte J., 2011, @doi [A&A] 10.1051/0004-6361/201117734 , 535, A94

  15. [23]

    N., von Paris P., Selsis F., Hersant F., Quintana E

    Bolmont E., Raymond S. N., von Paris P., Selsis F., Hersant F., Quintana E. V., Barclay T., 2014, @doi [The Astrophysical Journal] 10.1088/0004-637X/793/1/3 , 793, 3

  16. [24]

    J., Timpe M

    Bonati I., Lichtenberg T., Bower D. J., Timpe M. L., Quanz S. P., 2019, @doi [ ] 10.1051/0004-6361/201833158 , https://ui.adsabs.harvard.edu/abs/2019A&A...621A.125B 621, A125

  17. [25]

    W., Parmentier E

    Boukar \'e C.-E., Parman S. W., Parmentier E. M., Anzures B. A., 2019, @doi [Journal of Geophysical Research: Planets] 10.1029/2019JE005942 , 124, 3354

  18. [26]

    B., Badro J., 2022, The Astrophysical Journal, 936, 148

    Boukare C.-E., Cowan N. B., Badro J., 2022, The Astrophysical Journal, 936, 148

  19. [27]

    J., Sanan P., Wolf A

    Bower D. J., Sanan P., Wolf A. S., 2018, @doi [Physics of the Earth and Planetary Interiors] 10.1016/j.pepi.2017.11.004 , 274, 49

  20. [28]

    J., Kitzmann D., Wolf A

    Bower D. J., Kitzmann D., Wolf A. S., Sanan P., Dorn C., Oza A. V., 2019, @doi [Astronomy & Astrophysics] 10.1051/0004-6361/201935710 , 631, A103

  21. [29]

    J., Hakim K., Sossi P

    Bower D. J., Hakim K., Sossi P. A., Sanan P., 2022, @doi [The Planetary Science Journal] 10.3847/PSJ/ac5fb1 , 3, 93

  22. [30]

    Burn R., Mordasini C., Mishra L., Haldemann J., Venturini J., Emsenhuber A., Henning T., 2024, @doi [Nature Astronomy] 10.1038/s41550-023-02183-7 , https://ui.adsabs.harvard.edu/abs/2024NatAs...8..463B 8, 463

  23. [31]

    M., Asphaug E., 2001, , https://ui.adsabs.harvard.edu/abs/2001Natur.412..708C 412, 708

    Canup R. M., Asphaug E., 2001, , https://ui.adsabs.harvard.edu/abs/2001Natur.412..708C 412, 708

  24. [32]

    K., et al., 2024, @doi [The Astronomical Journal] 10.3847/1538-3881/ad1039 , 167, 54

    Capistrant B. K., et al., 2024, @doi [The Astronomical Journal] 10.3847/1538-3881/ad1039 , 167, 54

  25. [33]

    J., 2019, @doi [Elements] 10.2138/gselements.15.1.39 , 15, 39

    Cartier C., Wood B. J., 2019, @doi [Elements] 10.2138/gselements.15.1.39 , 15, 39

  26. [34]

    C., Efroimsky M., Lainey V., 2011, @doi [Journal of Geophysical Research E: Planets] 10.1029/2010JE003664 , 116, 1

    Castillo-Rogez J. C., Efroimsky M., Lainey V., 2011, @doi [Journal of Geophysical Research E: Planets] 10.1029/2010JE003664 , 116, 1

  27. [35]

    arXiv:2410.13457

    Cesario L., et al., 2024, @doi [arXiv e-prints] 10.48550/arXiv.2410.13457 , https://ui.adsabs.harvard.edu/abs/2024arXiv241013457C p. arXiv:2410.13457

  28. [36]

    W., 1986, JANAF thermochemical tables

    Chase M. W., 1986, JANAF thermochemical tables

  29. [37]

    D., Pierrehumbert R

    Chatterjee R. D., Pierrehumbert R. T., 2024, Novel Physics of Escaping Secondary Atmospheres May Shape the Cosmic Shoreline ( @eprint arXiv 2412.05188 ), https://arxiv.org/abs/2412.05188

  30. [38]

    J., Sossi P

    Cherubim C., Wordsworth R., Bower D. J., Sossi P. A., Adams D., Hu R., 2025, @doi [The Astrophysical Journal] 10.3847/1538-4357/adbca9 , 983, 97

  31. [39]

    Cloutier R., et al., 2019, @doi [ ] 10.1051/0004-6361/201935957 , https://ui.adsabs.harvard.edu/abs/2019A&A...629A.111C 629, A111

  32. [40]

    Costa A., Caricchi L., Bagdassarov N., 2009, @doi [Geochemistry, Geophysics, Geosystems] https://doi.org/10.1029/2008GC002138 , 10

  33. [41]

    E., Tiscareno M

    Cuk M., Moutamid M. E., Tiscareno M. S., 2020, @doi [The Planetary Science Journal] 10.3847/PSJ/ab9748 , 1, 22

  34. [42]

    Damiano M., et al., 2022, @doi [ ] 10.3847/1538-3881/ac9472 , https://ui.adsabs.harvard.edu/abs/2022AJ....164..225D 164, 225

  35. [43]

    Dasgupta R., Falksen E., Pal A., Sun C., 2022, @doi [Geochimica et Cosmochimica Acta] https://doi.org/10.1016/j.gca.2022.09.012 , 336, 291

  36. [44]

    Demangeon O. D. S., et al., 2021, @doi [ ] 10.1051/0004-6361/202140728 , https://ui.adsabs.harvard.edu/abs/2021A&A...653A..41D 653, A41

  37. [45]

    Demory B.-O., et al., 2016, @doi [Nature] 10.1038/nature17169 , https://ui.adsabs.harvard.edu/abs/2016Natur.532..207D 532, 207

  38. [46]

    Cycle 2, ID

    Diamond-Lowe H., et al., 2023, The Hot Rocks Survey: Testing 9 Irradiated Terrestrial Exoplanets for Atmospheres , JWST Proposal. Cycle 2, ID. \#3730

  39. [47]

    Dorn C., Lichtenberg T., 2021, @doi [ ] 10.3847/2041-8213/ac33af , https://ui.adsabs.harvard.edu/abs/2021ApJ...922L...4D 922, L4

  40. [48]

    Driscoll P., Barnes R., 2015, @doi [Astrobiology] 10.1089/ast.2015.1325 , 15, 739

  41. [49]

    Ducrot E., et al., 2024, @doi [Nature Astronomy] 10.1038/s41550-024-02428-z

  42. [50]

    M., Slingo A., 1996, @doi [Quarterly Journal of the Royal Meteorological Society] 10.1002/qj.49712253107 , 122, 689

    Edwards J. M., Slingo A., 1996, @doi [Quarterly Journal of the Royal Meteorological Society] 10.1002/qj.49712253107 , 122, 689

  43. [51]

    Elkins-Tanton L., 2008, @doi [Earth and Planetary Science Letters] https://doi.org/10.1016/j.epsl.2008.03.062 , 271, 181

  44. [52]

    G., Guinan E

    Engle S. G., Guinan E. F., 2023, @doi [The Astrophysical Journal Letters] 10.3847/2041-8213/acf472 , 954, L50

  45. [53]

    W., 1984, @doi [Science] 10.1126/science.223.4640.1072 , 223, 1072

    Esposito L. W., 1984, @doi [Science] 10.1126/science.223.4640.1072 , 223, 1072

  46. [54]

    Farhat M., Auclair-Desrotour P., Bou \'e G., Lichtenberg T., Laskar J., 2025, @doi [ ] 10.3847/1538-4357/ad9b93 , https://ui.adsabs.harvard.edu/abs/2025ApJ...979..133F 979, 133

  47. [55]

    J., Spohn T., 1990, @doi [ ] 10.1016/0019-1035(90)90005-T , https://ui.adsabs.harvard.edu/abs/1990Icar...83...39F 83, 39

    Fischer H. J., Spohn T., 1990, @doi [ ] 10.1016/0019-1035(90)90005-T , https://ui.adsabs.harvard.edu/abs/1990Icar...83...39F 83, 39

  48. [56]

    B., Thompson J

    Fortin M.-A., Gazel E., Williams D. B., Thompson J. O., Kaltenegger L., Ramsey M. S., 2024, @doi [The Astrophysical Journal Letters] 10.3847/2041-8213/ad7d89 , 974, L7

  49. [57]

    France K., et al., 2020, @doi [The Astronomical Journal] 10.3847/1538-3881/abb465 , 160, 237

  50. [58]

    Gaillard F., et al., 2021, @doi [Space Science Reviews] 10.1007/s11214-021-00802-1 , 217, 22

  51. [59]

    Gaillard F., et al., 2022, @doi [Earth and Planetary Science Letters] https://doi.org/10.1016/j.epsl.2021.117255 , 577, 117255

  52. [60]

    Ghil M., 1976, @doi [Journal of Atmospheric Sciences] 10.1175/1520-0469(1976)033<0003:CSFAST>2.0.CO;2 , 33, 3

  53. [61]

    Gillon M., et al., 2017, @doi [Nature] 10.1038/nature21360 , 542, 456

  54. [62]

    J., 2012, @doi [Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences] 10.1098/rsta.2012.0004 , 370, 4197

    Goldblatt C., Watson A. J., 2012, @doi [Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences] 10.1098/rsta.2012.0004 , 370, 4197

  55. [63]

    Gressier A., et al., 2024, @doi [ ] 10.3847/2041-8213/ad73d1 , https://ui.adsabs.harvard.edu/abs/2024ApJ...975L..10G 975, L10

  56. [64]

    L., et al., 2021, @doi [The Astrophysical Journal Supplement Series] 10.3847/1538-4365/abd773 , https://ui.adsabs.harvard.edu/abs/2021ApJS..253...30G 253, 30

    Grimm S. L., et al., 2021, @doi [The Astrophysical Journal Supplement Series] 10.3847/1538-4365/abd773 , https://ui.adsabs.harvard.edu/abs/2021ApJS..253...30G 253, 30

  57. [65]

    2010, @doi [A&A] 10.1051/0004-6361/200913396 , 520, A27

    Guillot, T. 2010, @doi [A&A] 10.1051/0004-6361/200913396 , 520, A27

  58. [66]

    M., Noack L., Ortenzi G., Sohl F., 2021, @doi [Physics of the Earth and Planetary Interiors] 10.1016/j.pepi.2021.106788 , 320, 106788

    Guimond C. M., Noack L., Ortenzi G., Sohl F., 2021, @doi [Physics of the Earth and Planetary Interiors] 10.1016/j.pepi.2021.106788 , 320, 106788

  59. [67]

    M., Shorttle O., Rudge J

    Guimond C. M., Shorttle O., Rudge J. F., 2023, @doi [Monthly Notices of the Royal Astronomical Society] 10.1093/mnras/stad148 , 521, 2535

  60. [68]

    Guimond C. M., Wang H., Seidler F., Sossi P., Mahajan A., Shorttle O., 2024, From Stars to Diverse Mantles, Melts, Crusts and Atmospheres of Rocky Exoplanets ( @eprint arXiv 2404.15427 ), @doi 10.48550/arXiv.2404.15427

  61. [69]

    Haldemann, Jonas Dorn, Caroline Venturini, Julia Alibert, Yann Benz, Willy 2024, @doi [A&A] 10.1051/0004-6361/202346965 , 681, A96

  62. [70]

    Hamano K., Abe Y., Genda H., 2013, @doi [Nature] 10.1038/nature12163 , 497, 607

  63. [71]

    L., 2015, @doi [The Astrophysical Journal] 10.1088/0004-637X/806/2/216 , 806, 216

    Hamano K., Kawahara H., Abe Y., Onishi M., Hashimoto G. L., 2015, @doi [The Astrophysical Journal] 10.1088/0004-637X/806/2/216 , 806, 216

  64. [72]

    Hammond M., et al., 2025, @doi [The Astrophysical Journal Letters] 10.3847/2041-8213/ada0bc , 978, L40

  65. [73]

    C., Matsuyama I., 2019a, @doi [Icarus] 10.1016/j.icarus.2018.09.019 , 319, 68

    Hay H. C., Matsuyama I., 2019a, @doi [Icarus] 10.1016/j.icarus.2018.09.019 , 319, 68

  66. [74]

    Hay H. C. F. C., Matsuyama I., 2019b, @doi [ ] 10.3847/1538-4357/ab0c21 , https://ui.adsabs.harvard.edu/abs/2019ApJ...875...22H 875, 22

  67. [75]

    Hay H. C. F. C., Trinh A., Matsuyama I., 2020, @doi [ ] 10.1029/2020GL088317 , https://ui.adsabs.harvard.edu/abs/2020GeoRL..4788317H 47, e88317

  68. [76]

    C., Matsuyama I., Pappalardo R

    Hay H. C., Matsuyama I., Pappalardo R. T., 2022, @doi [Journal of Geophysical Research: Planets] 10.1029/2021JE007064 , 127

  69. [77]

    Leconte, J

    Heller, R. Leconte, J. Barnes, R. 2011, @doi [A&A] 10.1051/0004-6361/201015809 , 528, A27

  70. [78]

    G., O'Connell R

    Henning W. G., O'Connell R. J., Sasselov D. D., 2009, @doi [The Astrophysical Journal] 10.1088/0004-637X/707/2/1000 , 707, 1000

  71. [79]

    M., 2017, @doi [Geochemistry, Geophysics, Geosystems] https://doi.org/10.1002/2017GC006937 , 18, 3078

    Hier-Majumder S., Hirschmann M. M., 2017, @doi [Geochemistry, Geophysics, Geosystems] https://doi.org/10.1002/2017GC006937 , 18, 3078

  72. [80]

    Hu R., et al., 2024, @doi [Nature] 10.1038/s41586-024-07432-x , https://ui.adsabs.harvard.edu/abs/2024Natur.630..609H 630, 609

  73. [81]

    P., Bartel M., Güdel M., 2021, @doi [Astronomy & Astrophysics] 10.1051/0004-6361/202038407 , 649, A96

    Johnstone C. P., Bartel M., Güdel M., 2021, @doi [Astronomy & Astrophysics] 10.1051/0004-6361/202038407 , 649, A96

  74. [82]

    Joyce M., Tayar J., 2023, @doi [Galaxies] 10.3390/galaxies11030075 , 11, 75

  75. [83]

    G., Sasselov D

    Kaltenegger L., Henning W. G., Sasselov D. D., 2010, @doi [ ] 10.1088/0004-6256/140/5/1370 , https://ui.adsabs.harvard.edu/abs/2010AJ....140.1370K 140, 1370

  76. [84]

    F., 1988, @doi [Icarus] https://doi.org/10.1016/0019-1035(88)90116-9 , 74, 472

    Kasting J. F., 1988, @doi [Icarus] https://doi.org/10.1016/0019-1035(88)90116-9 , 74, 472

  77. [85]

    L., Tosi N., Schreier F., Rauer H., 2019, @doi [The Astrophysical Journal] 10.3847/1538-4357/ab0d85 , 875, 31

    Katyal N., Nikolaou A., Godolt M., Grenfell J. L., Tosi N., Schreier F., Rauer H., 2019, @doi [The Astrophysical Journal] 10.3847/1538-4357/ab0d85 , 875, 31

  78. [86]

    M., 1964, @doi [Reviews of Geophysics] 10.1029/RG002i004p00661 , 2, 661

    Kaula W. M., 1964, @doi [Reviews of Geophysics] 10.1029/RG002i004p00661 , 2, 661

  79. [87]

    Kervazo M., Tobie G., Choblet G., Dumoulin C., Behounkova M., 2021, @doi [A&A] 10.1051/0004-6361/202039433 , 650, A72

  80. [88]

    G., et al., 2017, @doi [Nature Astronomy] 10.1038/s41550-017-0284-0 , 1, 878

    Kislyakova K. G., et al., 2017, @doi [Nature Astronomy] 10.1038/s41550-017-0284-0 , 1, 878

  81. [89]

    G., Noack L., Sanchis E., Fossati L., Valyavin G

    Kislyakova K. G., Noack L., Sanchis E., Fossati L., Valyavin G. G., Golabek G. J., Gudel M., 2023, @doi [A&A] 10.1051/0004-6361/202245225 , 677, A109

  82. [90]

    S., Barnett M

    Kite E. S., Barnett M. N., 2020, @doi [Proceedings of the National Academy of Sciences] 10.1073/pnas.2006177117 , 117, 18264

  83. [91]

    S., Fegley Jr

    Kite E. S., Fegley Jr. B., Schaefer L., Ford E. B., 2020, @doi [The Astrophysical Journal] 10.3847/1538-4357/ab6ffb , 891, 111

  84. [92]

    Komasa J., Piszczatowski K., Lach G., Przybytek M., Jeziorski B., Pachucki K., 2011, @doi [Journal of Chemical Theory and Computation] 10.1021/ct200438t , 7, 3105

  85. [93]

    K., et al., 2013, @doi [The Astrophysical Journal] 10.1088/0004-637X/765/2/131 , 765, 131

    Kopparapu R. K., et al., 2013, @doi [The Astrophysical Journal] 10.1088/0004-637X/765/2/131 , 765, 131

  86. [94]

    Korenaga J., 2008, @doi [Reviews of Geophysics] https://doi.org/10.1029/2007RG000241 , 46

  87. [95]

    Korenaga J., 2023, @doi [Icarus] https://doi.org/10.1016/j.icarus.2023.115564 , 400, 115564

  88. [96]

    B., et al., 2019, @doi [ ] 10.3847/1538-3881/ab2459 , https://ui.adsabs.harvard.edu/abs/2019AJ....158...32K 158, 32

    Kostov V. B., et al., 2019, @doi [ ] 10.3847/1538-3881/ab2459 , https://ui.adsabs.harvard.edu/abs/2019AJ....158...32K 158, 32

  89. [97]

    J., 2022, @doi [ ] 10.3847/1538-4357/ac69cb , https://ui.adsabs.harvard.edu/abs/2022ApJ...933..115K 933, 115

    Krissansen-Totton J., Fortney J. J., 2022, @doi [ ] 10.3847/1538-4357/ac69cb , https://ui.adsabs.harvard.edu/abs/2022ApJ...933..115K 933, 115

  90. [99]

    J., 2024b, @doi [Nat

    Krissansen-Totton J., Wogan N., Thompson M., Fortney J. J., 2024b, @doi [Nat. Commun.] 10.1038/s41467-024-52642-6 , 15, 1

  91. [100]

    A., Oinas V., 1991, @doi [Journal of Geophysical Research] 10.1029/90jd01945 , 96, 9027

    Lacis A. A., Oinas V., 1991, @doi [Journal of Geophysical Research] 10.1029/90jd01945 , 96, 9027

  92. [101]

    H., Parman S., Huber C., Parmentier E

    Lark L. H., Parman S., Huber C., Parmentier E. M., Head III J. W., 2022, @doi [Geophysical Research Letters] 10.1029/2021GL096713 , 49, e2021GL096713

  93. [102]

    Lebrun T., Massol H., Chassefière E., Davaille A., Marcq E., Sarda P., Leblanc F., Brandeis G., 2013, @doi [Journal of Geophysical Research: Planets] 10.1002/jgre.20068 , 118, 1155

  94. [103]

    R., Catling D

    Lehmer O. R., Catling D. C., 2017, @doi [The Astrophysical Journal] 10.3847/1538-4357/aa8137 , 845, 130

  95. [104]

    R., Catling D

    Lehmer O. R., Catling D. C., 2020, @doi [The Astrophysical Journal] 10.3847/1538-4357/ab8bda , 894, 81

  96. [105]

    G., Bierson C

    Lemasquerier D. G., Bierson C. J., Soderlund K. M., 2023, @doi [AGU Advances] 10.1029/2023AV000994 , 4, e2023AV000994

  97. [106]

    Lenardic A., Crowley J., Jellinek A., Weller M., 2016, @doi [Astrobiology] 10.1089/ast.2015.1378 , 16, 551

  98. [107]

    S., 2022, @doi [ ] 10.3847/2041-8213/ac9521 , https://ui.adsabs.harvard.edu/abs/2022ApJ...938L...3L 938, L3

    Lichtenberg T., Clement M. S., 2022, @doi [ ] 10.3847/2041-8213/ac9521 , https://ui.adsabs.harvard.edu/abs/2022ApJ...938L...3L 938, L3

  99. [108]

    Lichtenberg T., Miguel Y., 2025, @doi [Treatise on Geochemistry] 10.1016/B978-0-323-99762-1.00122-4 , https://ui.adsabs.harvard.edu/abs/2025TrGeo...7...51L 7, 51

  100. [109]

    J., Hammond M., Boukrouche R., Sanan P., Tsai S., Pierrehumbert R

    Lichtenberg T., Bower D. J., Hammond M., Boukrouche R., Sanan P., Tsai S., Pierrehumbert R. T., 2021, @doi [Journal of Geophysical Research: Planets] 10.1029/2020JE006711 , 126

  101. [110]

    K., Nakajima M., Fischer R

    Lichtenberg T., Schaefer L. K., Nakajima M., Fischer R. A., 2023, in Inutsuka S., Aikawa Y., Muto T., Tomida K., Tamura M., eds, Astronomical Society of the Pacific Conference Series Vol. 534, Protostars and Planets VII. p. 907 ( @eprint arXiv 2203.10023 ), @doi 10.48550/arXiv...

  102. [111]

    Lodders K., Fegley B., 1998, The planetary scientist's companion / Katharina Lodders, Bruce Fegley

  103. [112]

    V., Saikia S

    Looveren G. V., Saikia S. B., Herbort O., Schleich S., Gudel M., Johnstone C., Kislyakova K., 2025, Habitable Zone and Atmosphere Retention Distance (HaZARD) Stellar-evolution-dependent loss models of secondary atmospheres, https://arxiv.org/abs/2502.09702

  104. [113]

    N., 1963, Journal of Atmospheric Sciences, 20, 130

    Lorenz E. N., 1963, Journal of Atmospheric Sciences, 20, 130

  105. [114]

    Marleau G.-D., Cumming A., 2013, @doi [Monthly Notices of the Royal Astronomical Society] 10.1093/mnras/stt1967 , 437, 1378

  106. [115]

    S., Fortney J

    Marley M. S., Fortney J. J., Hubickyj O., Bodenheimer P., Lissauer J. J., 2007, @doi [The Astrophysical Journal] 10.1086/509759 , 655, 541

  107. [116]

    G., 2007, @doi [Geochemistry, Geophysics, Geosystems] 10.1029/2006GC001455 , 8

    Mastin L. G., 2007, @doi [Geochemistry, Geophysics, Geosystems] 10.1029/2006GC001455 , 8

  108. [117]

    N., Steinke T., Nimmo F., 2022, @doi [Elements] 10.2138/gselements.18.6.374 , 18, 374

    Matsuyama I. N., Steinke T., Nimmo F., 2022, @doi [Elements] 10.2138/gselements.18.6.374 , 18, 374

  109. [118]

    arXiv:2405.09284

    Maurice M., Dasgupta R., Hassanzadeh P., 2024, @doi [arXiv e-prints] 10.48550/arXiv.2405.09284 , https://ui.adsabs.harvard.edu/abs/2024arXiv240509284M p. arXiv:2405.09284

  110. [119]

    Meca E., Mercader I., Batiste O., Ram\' rez-Piscina L., 2004, @doi [Phys. Rev. Lett.] 10.1103/PhysRevLett.92.234501 , 92, 234501

  111. [120]

    G., Bower D

    Meier T. G., Bower D. J., Lichtenberg T., Hammond M., Tackley P. J., 2023, @doi [A&A] 10.1051/0004-6361/202346950 , 678, A29

  112. [121]

    J., Cady-Pereira K

    Mlawer E. J., Cady-Pereira K. E., Mascio J., Gordon I. E., 2023, @doi [Journal of Quantitative Spectroscopy and Radiative Transfer] 10.1016/j.jqsrt.2023.108645 , https://ui.adsabs.harvard.edu/abs/2023JQSRT.30608645M 306, 108645

  113. [122]

    Molliere P., et al., 2022, @doi [The Astrophysical Journal] 10.3847/1538-4357/ac6a56 , 934, 74

  114. [123]

    B., 2001, @doi [Icarus] 10.1006/icar.2001.6739 , 154, 548

    Moore W. B., 2001, @doi [Icarus] 10.1006/icar.2001.6739 , 154, 548

  115. [124]

    B., 2003, @doi [Journal of Geophysical Research: Planets] https://doi.org/10.1029/2002JE001943 , 108

    Moore W. B., 2003, @doi [Journal of Geophysical Research: Planets] https://doi.org/10.1029/2002JE001943 , 108

  116. [125]

    Nakayama A., Ikoma M., Terada N., 2022, @doi [ ] 10.3847/1538-4357/ac86ca , https://ui.adsabs.harvard.edu/abs/2022ApJ...937...72N 937, 72

  117. [126]

    Namur O., Charlier B., Holtz F., Cartier C., McCammon C., 2016, @doi [Earth and Planetary Science Letters] https://doi.org/10.1016/j.epsl.2016.05.024 , 448, 102

  118. [127]

    Nicholls H., Hebrard E., Venot O., Drummond B., Evans E., 2023, @doi [Monthly Notices of the Royal Astronomical Society] 10.1093/mnras/stad1734 , 523, 5681

  119. [128]

    J., Pierrehumbert R., 2024, @doi [Journal of Geophysical Research: Planets] https://doi.org/10.1029/2024JE008576 , 129, e2024JE008576

    Nicholls H., Lichtenberg T., Bower D. J., Pierrehumbert R., 2024, @doi [Journal of Geophysical Research: Planets] https://doi.org/10.1029/2024JE008576 , 129, e2024JE008576

  120. [129]

    Nicholls H., Pierrehumbert R., Lichtenberg T., 2025a, @doi [Journal of Open Source Software] 10.21105/joss.07726 , 10, 7726

  121. [130]

    T., Lichtenberg T., Soucasse L., Smeets S., 2025b, @doi [ ] 10.1093/mnras/stae2772 , https://ui.adsabs.harvard.edu/abs/2025MNRAS.536.2957N 536, 2957

    Nicholls H., Pierrehumbert R. T., Lichtenberg T., Soucasse L., Smeets S., 2025b, @doi [ ] 10.1093/mnras/stae2772 , https://ui.adsabs.harvard.edu/abs/2025MNRAS.536.2957N 536, 2957

  122. [131]

    W., Puchtel I

    Nicklas R. W., Puchtel I. S., Ash R. D., 2018, @doi [Geochimica et Cosmochimica Acta] https://doi.org/10.1016/j.gca.2017.11.002 , 222, 447

  123. [132]

    S., Eggins S

    O'Neill H. S., Eggins S. M., 2002, @doi [Chemical Geology] https://doi.org/10.1016/S0009-2541(01)00414-4 , 186, 151

  124. [133]

    C., Davies G

    O'Reilly T. C., Davies G. F., 1981, @doi [Geophysical Research Letters] 10.1029/GL008i004p00313 , 8, 313

  125. [134]

    W., Stevenson D

    Ojakangas G. W., Stevenson D. J., 1986, @doi [Icarus] 10.1016/0019-1035(86)90163-6 , 66, 341

  126. [135]

    M., et al., 2023, @doi [The Astronomical Journal] 10.3847/1538-3881/acfe12 , 166, 199

    Ostberg C. M., et al., 2023, @doi [The Astronomical Journal] 10.3847/1538-3881/acfe12 , 166, 199

  127. [136]

    S., et al., 2024, @doi [Nature] 10.1038/s41586-024-08442-5 , pp 1--3

    Park R. S., et al., 2024, @doi [Nature] 10.1038/s41586-024-08442-5 , pp 1--3

  128. [137]

    J., Marley M

    Parmentier V., Guillot T., Fortney J. J., Marley M. S., 2015, @doi [A&A] 10.1051/0004-6361/201323127 , 574, A35

  129. [138]

    A., et al., 2024, @doi [A&A] 10.1051/0004-6361/202450748 , 690, A159

    Patel J. A., et al., 2024, @doi [A&A] 10.1051/0004-6361/202450748 , 690, A159

  130. [139]

    J., Cassen P., Reynolds R

    Peale S. J., Cassen P., Reynolds R. T., 1979, @doi [Science] 10.1126/science.203.4383.892 , 203, 892

  131. [140]

    Cambridge University Press, Cambridge New York

    Pierrehumbert R., 2010, Principles of planetary climate. Cambridge University Press, Cambridge New York

  132. [141]

    C., Roberge A., Mlinar A

    Quick L. C., Roberge A., Mlinar A. B., Hedman M. M., 2020, @doi [ ] 10.1088/1538-3873/ab9504 , https://ui.adsabs.harvard.edu/abs/2020PASP..132h4402Q 132, 084402

  133. [142]

    M., Barrag \'a n O., Zicher N., 2024, @doi [ ] 10.1093/mnras/stae778 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.530.4665R 530, 4665

    Rajpaul V. M., Barrag \'a n O., Zicher N., 2024, @doi [ ] 10.1093/mnras/stae778 , https://ui.adsabs.harvard.edu/abs/2024MNRAS.530.4665R 530, 4665

  134. [143]

    arXiv:2404.02932

    Redfield S., et al., 2024, @doi [arXiv e-prints] 10.48550/arXiv.2404.02932 , https://ui.adsabs.harvard.edu/abs/2024arXiv240402932R p. arXiv:2404.02932

  135. [144]

    P., Henning W

    Renaud J. P., Henning W. G., 2017, @doi [The Astrophysical Journal] 10.3847/1538-4357/aab784 , 857, 98

  136. [145]

    P., Henning W

    Renaud J. P., Henning W. G., Saxena P., Neveu M., Bagheri A., Mandell A., Hurford T., 2021, @doi [The Planetary Science Journal] 10.3847/PSJ/abc0f3 , 2, 4

  137. [146]

    Riechers K., Mitsui T., Boers N., Ghil M., 2022, @doi [Climate of the Past] 10.5194/cp-18-863-2022 , 18, 863

  138. [147]

    D., Marley M

    Robinson T. D., Marley M. S., 2014, @doi [The Astrophysical Journal] 10.1088/0004-637X/785/2/158 , 785, 158

  139. [148]

    G., 2025, @doi [Monthly Notices of the Royal Astronomical Society] 10.1093/mnras/staf628 , 539, 2230

    Rogers J. G., 2025, @doi [Monthly Notices of the Royal Astronomical Society] 10.1093/mnras/staf628 , 539, 2230

  140. [149]

    Rollinson H., Adetunji J., Lenaz D., Szilas K., 2017, @doi [Lithos] 10.1016/j.lithos.2017.03.020 , https://ui.adsabs.harvard.edu/abs/2017Litho.282..316R 282, 316

  141. [150]

    C., Nimmo F., Melosh J., 2007, in Schubert G., ed., , Vol

    Rubie D. C., Nimmo F., Melosh J., 2007, in Schubert G., ed., , Vol. 9, Evolution of the Earth. pp 51--90, @doi 10.1016/B978-044452748-6.00140-1

  142. [151]

    Springer, @doi 10.1007/978-94-017-7552-6

    Sabadini R., Vermeersen B., Cambiotti G., 2016, Global dynamics of the Earth. Springer, @doi 10.1007/978-94-017-7552-6

  143. [152]

    Scarsdale N., et al., 2024, @doi [The Astronomical Journal] 10.3847/1538-3881/ad73cf , 168, 276

  144. [153]

    T., 2018, @doi [Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences] 10.1098/rsta.2018.0109 , 376, 20180109

    Schaefer L., Elkins-Tanton L. T., 2018, @doi [Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences] 10.1098/rsta.2018.0109 , 376, 20180109

  145. [154]

    E., Young E

    Schlichting H. E., Young E. D., 2022, Chemical equilibrium between Cores , Mantles , and Atmospheres of Super - Earths and Sub - Neptunes , and Implications for their Compositions , Interiors and Evolution , http://arxiv.org/abs/2107.10405

  146. [155]

    N., Schubert G., 1988, @doi [Icarus] 10.1016/0019-1035(88)90001-2 , 75, 187

    Segatz M., Spohn T., Ross M. N., Schubert G., 1988, @doi [Icarus] 10.1016/0019-1035(88)90001-2 , 75, 187

  147. [156]

    L., Sossi P

    Seidler F. L., Sossi P. A., Grimm S. L., 2024, @doi [A&A] 10.1051/0004-6361/202450546 , 691, A159

  148. [157]

    H., Pandis S

    Seinfeld J. H., Pandis S. N., 2006, Atmospheric chemistry and physics : from air pollution to climate change, 2nd ed. edn. Wiley, Hoboken, N.J

  149. [158]

    Z., et al., 2024, @doi [The Astrophysical Journal] 10.3847/1538-4357/ad0b82 , 961, 22

    Seligman D. Z., et al., 2024, @doi [The Astrophysical Journal] 10.3847/1538-4357/ad0b82 , 961, 22

  150. [159]

    Selsis F., Leconte J., Turbet M., Chaverot G., Bolmont A., 2023, @doi [Nature] 10.1038/s41586-023-06258-3 , 620, 287

  151. [160]

    E., et al., 2023, @doi [Geoscientific Model Development] 10.5194/gmd-16-5601-2023 , 16, 5601

    Sergeev D. E., et al., 2023, @doi [Geoscientific Model Development] 10.5194/gmd-16-5601-2023 , 16, 5601

  152. [161]

    J., 2024, @doi [The Astrophysical Journal Letters] 10.3847/2041-8213/ad206e , 962, L8

    Shorttle O., Jordan S., Nicholls H., Lichtenberg T., Bower D. J., 2024, @doi [The Astrophysical Journal Letters] 10.3847/2041-8213/ad206e , 962, L8

  153. [162]

    J., Hirschmann M

    Sim S. J., Hirschmann M. M., Hier-Majumder S., 2024, @doi [Journal of Geophysical Research: Planets] https://doi.org/10.1029/2024JE008346 , 129, e2024JE008346

  154. [163]

    A., Burnham A

    Sossi P. A., Burnham A. D., Badro J., Lanzirotti A., Newville M., ONeill H. S., 2020, @doi [Science Advances] 10.1126/sciadv.abd1387 , 6, eabd1387

  155. [164]

    A., Tollan P

    Sossi P. A., Tollan P. M. E., Badro J., Bower D. J., 2023, @doi [Earth and Planetary Science Letters] 10.1016/j.epsl.2022.117894 , 601, 117894

  156. [165]

    C., Sills A., 2013, @doi [The Astrophysical Journal] 10.1088/0004-637X/776/2/87 , 776, 87

    Spada F., Demarque P., Kim Y. C., Sills A., 2013, @doi [The Astrophysical Journal] 10.1088/0004-637X/776/2/87 , 776, 87

  157. [166]

    Steffen W., et al., 2018, @doi [Proceedings of the National Academy of Sciences] 10.1073/pnas.1810141115 , 115, 8252

  158. [167]

    Stixrude L., Lithgow-Bertelloni C., 2005, @doi [Geophysical Journal International] 10.1111/j.1365-246X.2005.02642.x , 162, 610

  159. [168]

    S., Dalou C., Lichtenberg T., 2023, @doi [Frontiers in Earth Science] 10.3389/feart.2023.1159412 , https://ui.adsabs.harvard.edu/abs/2023FrEaS..1159412S 11, 1159412

    Suer T.-A., Jackson C., Grewal D. S., Dalou C., Lichtenberg T., 2023, @doi [Frontiers in Earth Science] 10.3389/feart.2023.1159412 , https://ui.adsabs.harvard.edu/abs/2023FrEaS..1159412S 11, 1159412

  160. [169]

    M., Elkins-Tanton L

    Tikoo S. M., Elkins-Tanton L. T., 2017, @doi [Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences] 10.1098/rsta.2015.0394 , 375, 20150394

  161. [170]

    Tsai S.-M., et al., 2023, @doi [Nature] 10.1038/s41586-023-05902-2 , 617, 483

  162. [172]

    T., 2020b, @doi [Space Science Reviews] 10.1007/s11214-020-00719-1 , 216, 100

    Turbet M., Bolmont E., Bourrier V., Demory B.-O., Leconte J., Owen J., Wolf E. T., 2020b, @doi [Space Science Reviews] 10.1007/s11214-020-00719-1 , 216, 100

  163. [173]

    S., Tennyson J., Yurchenko S

    Underwood D. S., Tennyson J., Yurchenko S. N., Huang X., Schwenke D. W., Lee T. J., Clausen S., Fateev A., 2016, @doi [Monthly Notices of the Royal Astronomical Society] 10.1093/mnras/stw849 , 459, 3890

  164. [174]

    H., Binks A

    Varga A., Kastner J. H., Binks A. S., Guenther H. M., Murphy S. J., 2025, The Age and High Energy Environment of the Very Young Transiting Exoplanet TOI 1227b ( @eprint arXiv 2506.04440 ), https://arxiv.org/abs/2506.04440

  165. [175]

    R., Decin L., 2016, @doi [The Astrophysical Journal] 10.3847/0004-637X/830/2/77 , 830, 77

    Venot O., Rocchetto M., Carl S., Hashim A. R., Decin L., 2016, @doi [The Astrophysical Journal] 10.3847/0004-637X/830/2/77 , 830, 77

  166. [176]

    M., Haldemann J., Ronco M

    Venturini J., Guilera O. M., Haldemann J., Ronco M. P., Mordasini C., 2020, @doi [ ] 10.1051/0004-6361/202039141 , https://ui.adsabs.harvard.edu/abs/2020A&A...643L...1V 643, L1

  167. [177]

    Vitense E., 1953, , https://ui.adsabs.harvard.edu/abs/1953ZA.....32..135V 32, 135

  168. [178]

    M., Hobbs P

    Wallace J. M., Hobbs P. V., 2006, in Wallace J. M., Hobbs P. V., eds, , Atmospheric Science (Second Edition), second edition edn, Academic Press, San Diego, pp 271--311, @doi https://doi.org/10.1016/B978-0-12-732951-2.50012-0 , https://www.sciencedirect.com/science/article/pii...

  169. [179]

    S., Lineweaver C

    Wang H. S., Lineweaver C. H., Ireland T. R., 2018, @doi [Icarus] https://doi.org/10.1016/j.icarus.2017.08.024 , 299, 460

  170. [180]

    H., 1985, @doi [Annual Review of Earth and Planetary Sciences] https://doi.org/10.1146/annurev.ea.13.050185.001221 , 13, 201

    Warren P. H., 1985, @doi [Annual Review of Earth and Planetary Sciences] https://doi.org/10.1146/annurev.ea.13.050185.001221 , 13, 201

  171. [181]

    J., Donahue T

    Watson A. J., Donahue T. M., Ker J. C. G. W., 1981, Icarus, 48, 150

  172. [182]

    J., Louden T., Bourrier V., Ehrenreich D., Gillon M., 2017, @doi [ ] 10.1093/mnrasl/slw192 , https://ui.adsabs.harvard.edu/abs/2017MNRAS.465L..74W 465, L74

    Wheatley P. J., Louden T., Bourrier V., Ehrenreich D., Gillon M., 2017, @doi [ ] 10.1093/mnrasl/slw192 , https://ui.adsabs.harvard.edu/abs/2017MNRAS.465L..74W 465, L74

  173. [183]

    Wienbruch U., Spohn T., 1995, @doi [ ] 10.1016/0032-0633(95)00039-8 , https://ui.adsabs.harvard.edu/abs/1995P&SS...43.1045W 43, 1045

  174. [184]

    S., Bower D

    Wolf A. S., Bower D. J., 2018, @doi [Physics of the Earth and Planetary Interiors] https://doi.org/10.1016/j.pepi.2018.02.004 , 278, 59

  175. [185]

    Wordsworth R., Kreidberg L., 2022, @doi [Annual Review of Astronomy and Astrophysics] https://doi.org/10.1146/annurev-astro-052920-125632 , 60, 159

  176. [186]

    D., Pierrehumbert R

    Wordsworth R. D., Pierrehumbert R. T., 2013, @doi [ ] 10.1088/0004-637X/778/2/154 , https://ui.adsabs.harvard.edu/abs/2013ApJ...778..154W 778, 154

  177. [187]

    C., 2008, @doi [Annual Review of Astronomy and Astrophysics] https://doi.org/10.1146/annurev.astro.45.051806.110525 , 46, 339

    Wyatt M. C., 2008, @doi [Annual Review of Astronomy and Astrophysics] https://doi.org/10.1146/annurev.astro.45.051806.110525 , 46, 339

  178. [188]

    F., 1979, @doi [Nature] 10.1038/279767a0 , 279, 767

    Yoder C. F., 1979, @doi [Nature] 10.1038/279767a0 , 279, 767

  179. [189]

    Yoshida T., Terada N., Kuramoto K., 2024, @doi [Progress in Earth and Planetary Science] 10.1186/s40645-024-00666-3 , 11, 59

  180. [190]

    J., Catling D

    Zahnle K. J., Catling D. C., 2017, @doi [The Astrophysical Journal] 10.3847/1538-4357/aa7846 , 843, 122

  181. [191]

    J., Lupu R., Dobrovolskis A., Sleep N

    Zahnle K. J., Lupu R., Dobrovolskis A., Sleep N. H., 2015, @doi [Earth and Planetary Science Letters] https://doi.org/10.1016/j.epsl.2015.06.058 , 427, 74

  182. [192]

    Springer New York, New York, NY, pp 79--86, @doi 10.1007/978-1-4419-9863-7_500 , https://doi.org/10.1007/978-1-4419-9863-7_500

    Zhou T., 2013, Bifurcation. Springer New York, New York, NY, pp 79--86, @doi 10.1007/978-1-4419-9863-7_500 , https://doi.org/10.1007/978-1-4419-9863-7_500

  183. [193]

    Zhou L., Ma B., Wang Y., Zhu Y., 2022, @doi [ ] 10.3847/1538-3881/ac8fe9 , https://ui.adsabs.harvard.edu/abs/2022AJ....164..203Z 164, 203

  184. [194]

    Zhou L., Ma B., Wang Y.-H., Zhu Y.-N., 2023, @doi [Research in Astronomy and Astrophysics] 10.1088/1674-4527/acaceb , https://ui.adsabs.harvard.edu/abs/2023RAA....23b5011Z 23, 025011

  185. [195]

    Zieba S., et al., 2023, @doi [Nature] 10.1038/s41586-023-06232-z

  186. [196]

    C., Nimmo F., Eiler J., Hofmann A

    de Kleer K., Hughes E. C., Nimmo F., Eiler J., Hofmann A. E., Luszcz-Cook S., Mandt K., 2024, @doi [Science] 10.1126/science.adj0625 , 0, eadj0625

  187. [197]

    write newline

    " write newline "" before.all 'output.state := FUNCTION fin.entry write newline FUNCTION new.block output.state before.all = 'skip after.block 'output.state := if FUNCTION new.sentence output.state after.block = 'skip output.state before.all = 'skip after.sentence 'output.stat...

Pith tools

Reviewed August 15, 2026 · model on record in the stance chip above.