Coy, B. P. et al. Population-level hypothesis testing with rocky planet emission data: a tentative trend in the brightness temperatures of M-Earths. Astrophys. J. 987, 22 (2025).
Kreidberg, L. & Stevenson, K. B. A first look at rocky exoplanets with JWST. Proc. Natl Acad. Sci. USA 122, e2416190122 (2025).
Hu, R., Ehlmann, B. L. & Seager, S. Theoretical spectra of terrestrial exoplanet surfaces. Astrophys. J. 752, 7 (2012).
Vanderspek, R. et al. TESS discovery of an ultra-short-period planet around the nearby M dwarf LHS 3844. Astrophys. J. Lett. 871, L24 (2019).
Kempton, E. M.-R. et al. A framework for prioritizing the TESS planetary candidates most amenable to atmospheric characterization. Publ. Astron. Soc. Pac. 130, 114401 (2018).
Kreidberg, L. et al. Absence of a thick atmosphere on the terrestrial exoplanet LHS 3844b. Nature 573, 87–90 (2019).
Whittaker, E. A. et al. The detectability of rocky planet surface and atmosphere composition with the JWST: the case of LHS 3844b. Astron. J. 164, 258 (2022).
Lyu, X. et al. Super-Earth LHS3844b is tidally locked. Astrophys. J. 964, 152 (2024).
Bell, T. et al. Eureka!: an end-to-end pipeline for JWST time-series observations. J. Open Source Softw. 7, 4503 (2022).
Greene, T. P. et al. Thermal emission from the Earth-sized exoplanet TRAPPIST-1 b using JWST. Nature 618, 39–42 (2023).
Zieba, S. et al. No thick carbon dioxide atmosphere on the rocky exoplanet TRAPPIST-1 c. Nature 620, 746–749 (2023).
Fauchez, T. J. et al. Stellar models also limit exoplanet atmosphere studies in emission. Astrophys. J. 989, 170 (2025).
Mansfield, M. et al. Identifying atmospheres on rocky exoplanets through inferred high albedo. Astrophys. J. 886, 141 (2019).
Paragas, K. et al. A new spectral library for modeling the surfaces of hot, rocky exoplanets. Astrophys. J. 981, 130 (2025).
Campbell, I. H. & Taylor, S. R. No water, no granites—no oceans, no continents. Geophys. Res. Lett. 10, 1061–1064 (1983).
Taylor, S. R. Growth of planetary crusts. Tectonophysics 161, 147–156 (1989).
Hammond, M. et al. Reliable detections of atmospheres on rocky exoplanets with photometric JWST phase curves. Astrophys. J. Lett. 978, L40 (2025).
Lee, C.-T. et al. Crustal thickness effects on chemical differentiation and hydrology on Mars. Earth Planet. Sci. Lett. 651, 119155 (2025).
Phillips, M. S. et al. Widespread ancient anorthosites in the lower crust of Mars. Commun. Earth Environ. 6, 1026 (2025).
Widemann, T. et al. Venus evolution through time: key science questions, selected mission concepts and future investigations. Space Sci. Rev. 219, 56 (2023).
Cassidy, W. & Hapke, B. Effects of darkening processes on surfaces of airless bodies. Icarus 25, 371–383 (1975).
Pieters, C. M. et al. Space weathering on airless bodies: resolving a mystery with lunar samples. Meteorit. Planet. Sci. 35, 1101–1107 (2000).
Hapke, B. Space weathering from Mercury to the asteroid belt. J. Geophys. Res. 106, 10039–10074 (2001).
Pieters, C. M. & Noble, S. K. Space weathering on airless bodies. J. Geophys. Res. Planets 121, 1865–1884 (2016).
Noble, S. K., Pieters, C. M. & Keller, L. P. An experimental approach to understanding the optical effects of space weathering. Icarus 192, 629–642 (2007).
Fleischer, M. The abundance and distribution of the chemical elements in the earth’s crust. J. Chem. Educ. 31, 446 (1954).
Klima, R. L., Denevi, B. W., Ernst, C. M., Murchie, S. L. & Peplowski, P. N. Global distribution and spectral properties of low-reflectance material on Mercury. Geophys. Res. Lett. 45, 2945–2953 (2018).
Diamond-Lowe, H. et al. The high-energy spectrum of the nearby planet-hosting inactive mid-M dwarf LHS 3844. Astron. J. 162, 10 (2021).
Nakayama, A., Ikoma, M. & Terada, N. Survival of terrestrial N2–O2 atmospheres in violent XUV environments through efficient atomic line radiative cooling. Astrophys. J. 937, 72 (2022).
Chatterjee, R. D. & Pierrehumbert, R. T. Novel physics of escaping secondary atmospheres may shape the cosmic shoreline. Astrophys. J. 998, 236 (2026).
Heng, K. The transient outgassed atmosphere of 55 Cancri e. Astrophys. J. Lett. 956, L20 (2023).
Hu, R., Seager, S. & Bains, W. Photochemistry in terrestrial exoplanet atmospheres. II. H2S and SO2 photochemistry in anoxic atmospheres. Astrophys. J. 769, 6 (2013).
Lichtenberg, T. & Miguel, Y. Super-Earths and Earth-like exoplanets. Treatise Geochem. 7, 51–112 (2025).
Kaltenegger, L., Henning, W. G. & Sasselov, D. D. Detecting volcanism on extrasolar planets. Astron. J. 140, 1370–1380 (2010).
Bello-Arufe, A. et al. Evidence for a volcanic atmosphere on the sub-Earth L 98-59 b. Astrophys. J. Lett. 980, L26 (2025).
Seligman, D. Z. et al. Potential melting of extrasolar planets by tidal dissipation. Astrophys. J. 961, 22 (2024).
Malik, M. et al. HELIOS: an open-source, GPU-accelerated radiative transfer code for self-consistent exoplanetary atmospheres. Astron. J. 153, 56 (2017).
Malik, M. et al. Analyzing atmospheric temperature profiles and spectra of M dwarf rocky planets. Astrophys. J. 886, 142 (2019).
Powell, D., Wordsworth, R. & Öberg, K. Nightside clouds on tidally locked terrestrial planets mimic atmosphere-free scenarios. Astrophys. J. Lett. 974, L4 (2024).
Barker, E. S. Detection of SO2 in the UV spectrum of Venus. Geophys. Res. Lett. 6, 117–120 (1979).
Encrenaz, T. & Coustenis, A. in Composition and Chemistry of the Atmospheres of Terrestrial Planets: Venus, the Earth, Mars, and Titan (eds Deeg, H. J. & Belmonte, J. A.) 45 (Springer, 2018).
Oyama, V. I., Carle, G. C., Woeller, F. & Pollack, J. B. Venus lower atmospheric composition: analysis by gas chromatography. Science 203, 802–805 (1979).
Bezard, B. et al. The abundance of sulfur dioxide below the clouds of Venus. Geophys. Res. Lett. 20, 1587–1590 (1993).
Taylor, F. W. & Hunten, D. M. in Encyclopedia of the Solar System (Third Edition) (eds Spohn, T., Breuer, D. & Johnson, T. V.) 305–322 (Elsevier, 2014); https://www.sciencedirect.com/science/article/pii/B9780124158450000141
de Pater, I. & Lissauer, J. J. Planetary Sciences 2nd edn (Cambridge Univ. Press, 2010).
Seinfeld, J. H. & Pandis, S. N. Atmospheric Chemistry and Physics: From Air Pollution to Climate Change (John Wiley & Sons, 2006).
Brimblecombe, P. & Lein, A. Evolution of the Global Biogeochemical Sulphur Cycle (Wiley, 1989).
Loftus, K., Wordsworth, R. D. & Morley, C. V. Sulfate aerosol hazes and SO2 gas as constraints on rocky exoplanets’ surface liquid water. Astrophys. J. 887, 231 (2019).
Lellouch, E., Belton, M., de Pater, I., Gulkis, S. & Encrenaz, T. Io’s atmosphere from microwave detection of SO2. Nature 346, 639–641 (1990).
Lellouch, E. et al. The structure, stability, and global distribution of Io’s atmosphere. Icarus 98, 271–295 (1992).
Tsang, C. C. C., Spencer, J. R., Lellouch, E., Lopez-Valverde, M. A. & Richter, M. J. The collapse of Io’s primary atmosphere in Jupiter eclipse. J. Geophys. Res. Planets 121, 1400–1410 (2016).
Lopes, R. M. C., de Kleer, K. & Keane, J. T. Io: A New View of Jupiter’s Moon (Springer, 2023).
Pearl, J. et al. Identification of gaseous SO2 and new upper limits for other gases on Io. Nature 280, 755–758 (1979).
Wordsworth, R. Atmospheric heat redistribution and collapse on tidally locked rocky planets. Astrophys. J. 806, 180 (2015).
Milliken, R. E., Hiroi, T., Scholes, D., Slavney, S. & Arvidson, R. The NASA Reflectance Experiment LABoratory (RELAB) Facility: An Online Spectral Database for Planetary Exploration (Lunar and Planetary Institute, 2021).
Herzberg, C., Condie, K. & Korenaga, J. Thermal history of the Earth and its petrological expression. Earth Planet. Sci. Lett. 292, 79–88 (2010).
Paragas, K. et al. Exo-Geology: surface spectral features from a rocky exoplanet. JWST Proposal. Cycle 4, ID. #7953 (2025).
Zieba, S. et al. The search for regolith on the airless exoplanet LHS 3844 b. JWST Proposal. Cycle 2, ID. #4008 (2023).
Ricker, G. R. et al. Transiting Exoplanet Survey Satellite (TESS). J. Astron. Telesc. Instrum. Syst. 1, 014003 (2015).
Gardner, J. P. et al. The James Webb Space Telescope. Space Sci. Rev. 123, 485–606 (2006).
Werner, M. W. et al. The Spitzer Space Telescope Mission. Astrophys. J. 154, 1–9 (2004).
Fausnaugh, M. M. et al. TESS Data Release Notes: Sector 1, DR1. NASA Technical Memorandum NASA/STI accession number 20190002535 (NASA, 2018).
Jenkins, J. M. et al. The TESS science processing operations center. In Software and Cyberinfrastructure for Astronomy IV Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series (eds Chiozzi, G. & Guzman, J. C.) 99133E (SPIE, 2016).
Lightkurve Collaboration et al. Lightkurve: Kepler and TESS time series analysis in Python. Preprint at https://arxiv.org/abs/1812.013 (2018).
Smith, J. C. et al. Kepler Presearch Data Conditioning II – a Bayesian approach to systematic error correction. Publ. Astron. Soc. Pac. 124, 1000 (2012).
Stumpe, M. C. et al. Kepler Presearch Data Conditioning I—architecture and algorithms for error correction in Kepler light curves. Publ. Astron. Soc. Pac. 124, 985 (2012).
Stumpe, M. C. et al. Multiscale systematic error correction via wavelet-based bandsplitting in Kepler data. Publ. Astron. Soc. Pac. 126, 100 (2014).
Kreidberg, L. et al. A search for signatures of volcanism and geodynamics on the hot rocky exoplanet LHS 3844b. JWST Proposal. Cycle 1, ID. #1846 (2021).
Kendrew, S. et al. The Mid-Infrared Instrument for the James Webb Space Telescope, IV: The Low-Resolution Spectrometer. Publ. Astron. Soc. Pac. 127, 623 (2015).
Vanderburg, A. et al. TESS spots a compact system of super-Earths around the naked-eye star HR 858. Astrophys. J. Lett. 881, L19 (2019).
Horne, K. An optimal extraction algorithm for CCD spectroscopy. Publ. Astron. Soc. Pac. 98, 609–617 (1986).
Kempton, E. M. R. et al. A reflective, metal-rich atmosphere for GJ 1214b from its JWST phase curve. Nature 620, 67–71 (2023).
Hu, R. et al. A secondary atmosphere on the rocky exoplanet 55 Cancri e. Nature 630, 609–612 (2024).
Weiner Mansfield, M. et al. No thick atmosphere on the terrestrial exoplanet Gl 486b. Astrophys. J. Lett. 975, L22 (2024).
Bell, T. J. et al. A first look at the JWST MIRI/LRS phase curve of WASP-43b. Preprint at https://arxiv.org/abs/2301.06350 (2023).
Bell, T. J. et al. Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b. Nat. Astron. 8, 879–898 (2024).
Welbanks, L. et al. A high internal heat flux and large core in a warm Neptune exoplanet. Nature 630, 836–840 (2024).
Skilling, J. Nested sampling. AIP Conference Proceedings 735, 395–405 (2004).
Skilling, J. Nested sampling for general Bayesian computation. Bayesian Anal. 1, 833 – 859 (2006).
Higson, E., Handley, W., Hobson, M. & Lasenby, A. Dynamic nested sampling: an improved algorithm for parameter estimation and evidence calculation. Stat. Comput. 29, 891–913 (2019).
Speagle, J. S. DYNESTY: a dynamic nested sampling package for estimating Bayesian posteriors and evidences. Mon. Not. R. Astron. Soc. 493, 3132–3158 (2020).
Koposov, S. et al. joshspeagle/dynesty: v2.1.4. Zenodo https://doi.org/10.5281/zenodo.3348367 (2024).
Kipping, D. M. Efficient, uninformative sampling of limb darkening coefficients for two-parameter laws. Mon. Not. R. Astron. Soc. 435, 2152–2160 (2013).
Kreidberg, L. batman: BAsic Transit Model cAlculatioN in Python. Publ. Astron. Soc. Pac. 127, 1161 (2015).
Bouwman, J. et al. Spectroscopic time series performance of the mid-infrared Instrument on the JWST. Publ. Astron. Soc. Pac. 135, 038002 (2023).
Schwarz, G. Estimating the dimension of a model. Ann. Stat. 6, 461–464 (1978).
Kass, R. E. & Raftery, A. E. Bayes factors. J. Am. Stat. Assoc. 90, 773–795 (1995).
Raftery, A. E. Bayesian model selection in social research. Sociol. Methodol. 25, 111–163 (1995).
Pont, F., Zucker, S. & Queloz, D. The effect of red noise on planetary transit detection. Mon. Not. R. Astron. Soc. 373, 231–242 (2006).
Kipping, D. Exoplaneteers keep calling plots ‘Allan Variance’ plots when they aren’t. Preprint at https://arxiv.org/abs/2504.13238 (2025).
Kirk, J. et al. JWST/NIRCam transmission spectroscopy of the nearby sub-Earth GJ 341b. Astron. J. 167, 90 (2024).
Wallack, N. L. et al. JWST COMPASS: a NIRSpec/G395H transmission spectrum of the sub-Neptune TOI-836c. Astron. J. 168, 77 (2024).
Bell, T. J. et al. Mass loss from the exoplanet WASP-12b inferred from Spitzer phase curves. Mon. Not. R. Astron. Soc. 489, 1995–2013 (2019).
Batalha, N. E. et al. PandExo: a community tool for transiting exoplanet science with JWST & HST. Publ. Astron. Soc. Pac. 129, 064501 (2017).
Batalha, N. et al. natashabatalha/pandexo: Pandexo 3.0. Zenodo https://doi.org/10.5281/zenodo.8377201 (2023).
Lucy, L. B. & Sweeney, M. A. Spectroscopic binaries with circular orbits. Astron. J. 76, 544–556 (1971).
Eastman, J., Gaudi, B. S. & Agol, E. EXOFAST: a fast exoplanetary fitting suite in IDL. Publ. Astron. Soc. Pac. 125, 83 (2013).
Eastman, J. D. et al. EXOFASTv2: a public, generalized, publication-quality exoplanet modeling code. Preprint at https://arxiv.org/abs/1907.09480 (2019).
Ducrot, E. et al. Combined analysis of the 12.8 and 15 μm JWST/MIRI eclipse observations of TRAPPIST-1 b. Nat. Astron. 9, 358–369 (2025).
JWST User Documentation (JDox). JWST User Documentation Website https://jwst-docs.stsci.edu/#gsc.tab=0 (2016).
Bailer-Jones, C. A. L., Rybizki, J., Fouesneau, M., Demleitner, M. & Andrae, R. Estimating distances from parallaxes. V. Geometric and photogeometric distances to 1.47 billion stars in Gaia Early Data Release 3. Astron. J. 161, 147 (2021).
Allard, F. The BT-Settl model atmospheres for stars, brown dwarfs and planets. In Exploring the Formation and Evolution of Planetary Systems, IAU Symposium (eds Booth, M., Matthews, B. C. & Graham, J. R.) 271–272 (2014).
Lim, P. L., Diaz, R. I. & Laidler, V. 2015, PySynphot User’s Guide. STScI https://pysynphot.readthedocs.io/en/latest/ (2015).
Diamond-Lowe, H. et al. The Hot Rocks Survey: testing 9 irradiated terrestrial exoplanets for atmospheres. JWST Proposal. Cycle 2, ID. #3730 (2023); https://www.stsci.edu/jwst/phase2-public/3730.pdf
Allard, F., Homeier, D. & Freytag, B. Model atmospheres from very low mass stars to brown dwarfs. Preprint at https://arxiv.org/abs/1011.5405 (2011).
Allard, F., Homeier, D. & Freytag, B. Models of very-low-mass stars, brown dwarfs and exoplanets. Philos. Trans. R. Soc. London Ser. A 370, 2765–2777 (2012).
Fortune, M. et al. Hot Rocks Survey: III. A deep eclipse for LHS 1140c and a new Gaussian process method to account for correlated noise in individual pixels. Astron. Astrophys. 701, A25 (2025).
Allen, N. H. et al. Hot Rocks Survey. IV. Emission from LTT 3780 b is consistent with a bare rock. Astron. J. 170, 240 (2025).
Kreidberg, L. et al. A test for the existence of an atmosphere on a terrestrial exoplanet orbiting a small star. Spitzer Proposal ID #14204 (2018).
Fazio, G. G. et al. The Infrared Array Camera (IRAC) for the Spitzer Space Telescope. Astrophys. J. 154, 10–17 (2004).
IRAC Instrument Team & IRAC Instrument Support Team. IRAC Instrument Handbook NASA IPAC DataSet, IRSA486 (NASA/IPAC Infrared Science Archive, 2021).
Iyer, A. R., Line, M. R., Muirhead, P. S., Fortney, J. J. & Gharib-Nezhad, E. The SPHINX M-dwarf Spectral Grid. I. Benchmarking new model atmospheres to derive fundamental M-dwarf properties. Astrophys. J. 944, 41 (2023).
Mallama, A., Wang, D. & Howard, R. A. Photometry of Mercury from SOHO/LASCO and Earth. The phase function from 2 to 170 deg. Icarus 155, 253–264 (2002).
Buratti, B. J., Hillier, J. K. & Wang, M. The lunar opposition surge: observations by clementine. Icarus 124, 490–499 (1996).
Mallama, A. The spherical bolometric albedo of planet Mercury. Preprint at https://arxiv.org/abs/1703.02670 (2017).
Marley, M. S., Gelino, C., Stephens, D., Lunine, J. I. & Freedman, R. Reflected spectra and albedos of extrasolar giant planets. I. Clear and cloudy atmospheres. Astrophys. J. 513, 879–893 (1999).
Emery, J. et al. Mercury: thermal modeling and mid-infrared (5–12 μm) observations. Icarus 136, 104–123 (1998).
Rozitis, B. & Green, S. F. Directional characteristics of thermal-infrared beaming from atmosphereless planetary surfaces – a new thermophysical model. Mon. Not. R. Astron. Soc. 415, 2042–2062 (2011).
Delbo, M., Mueller, M., Emery, J. P., Rozitis, B. & Capria, M. T. in Asteroids IV (eds Michel, P., Demeo, F. E. & Bottke, W. F.) 107–128 (Univ. Arizona Press, 2015).
Davidsson, B. J. R. et al. Interpretation of thermal emission. I. The effect of roughness for spatially resolved atmosphereless bodies. Icarus 252, 1–21 (2015).
Wohlfarth, K., Wöhler, C., Hiesinger, H. & Helbert, J. An advanced thermal roughness model for airless planetary bodies. Implications for global variations of lunar hydration and mineralogical mapping of Mercury with the MERTIS spectrometer. Astron. Astrophys. 674, A69 (2023).
Hapke, B. Theory of Reflectance and Emittance Spectroscopy 2nd edn (Cambridge Univ. Press, 2012).
Denevi, B. W. et al. in 14 Space Weathering at the Moon (eds Neal, C. R., Gaddis, L. R., Jolliff, B. L., Lawrence, S. J. et al.) 611–650 (De Gruyter, 2023).
Domingue, D. L. et al. Mercury’s weather-beaten surface: understanding Mercury in the context of lunar and asteroidal space weathering studies. Space Sci. Rev. 181, 121–214 (2014).
Yada, T. et al. Preliminary analysis of the Hayabusa2 samples returned from C-type asteroid Ryugu. Nat. Astron. 6, 214–220 (2021).
Syal, M. B., Schultz, P. H. & Riner, M. A. Darkening of Mercury’s surface by cometary carbon. Nat. Geosci. 8, 352–356 (2015).
Peplowski, P. N. et al. Remote sensing evidence for an ancient carbon-bearing crust on mercury. Nat. Geosci. 9, 273–276 (2016).
Zhang, M., Chachan, Y., Kempton, E. M. R. & Knutson, H. A. Forward modeling and retrievals with PLATON, a fast open-source tool. Publ. Astron. Soc. Pac. 131, 034501 (2019).
Zhang, M., Chachan, Y., Kempton, E. M. R., Knutson, H. A. & Chang, W. H. PLATON II: new capabilities and a comprehensive retrieval on HD 189733b transit and eclipse data. Astrophys. J. 899, 27 (2020).
Zhang, M. et al. Retrievals on NIRCam transmission and emission spectra of HD 189733b with PLATON 6, a GPU code for the JWST era. Astron. J. 169, 38 (2025).
Sprague, A. et al. The Moon: mid-infrared (7.5- to 11.4-μm) spectroscopy of selected regions. Icarus 100, 73–84 (1992).
Ruff, S. W., Hamilton, V. E., Rogers, A. D., Edwards, C. S. & Horgan, B. H. N. Olivine and carbonate-rich bedrock in Gusev crater and the Nili Fossae region of Mars may be altered ignimbrite deposits. Icarus 380, 114974 (2022).
Tian, F. Thermal escape from super Earth atmospheres in the habitable zones of M stars. Astrophys. J. 703, 905–909 (2009).
Ih, J., Kempton, E. M.-R., Whittaker, E. A. & Lessard, M. Constraining the thickness of TRAPPIST-1 b’s atmosphere from its JWST secondary eclipse observation at 15 μm. Astrophys. J. Lett. 952, L4 (2023).
Rothman, L. S. et al. HITEMP, the high-temperature molecular spectroscopic database. J. Quant. Spectrosc. Radiat. Transfer 111, 2139–2150 (2010).
Underwood, D. S. et al. ExoMol molecular line lists – XIV. The rotation-vibration spectrum of hot SO2. Mon. Not. R. Astron. Soc. 459, 3890–3899 (2016).
Polyansky, O. L. et al. ExoMol molecular line lists XXX: a complete high-accuracy line list for water. Mon. Not. R. Astron. Soc. 480, 2597–2608 (2018).
Gordon, I. E. et al. The HITRAN2020 molecular spectroscopic database. J. Quant. Spectrosc. Radiat. Transfer 277, 107949 (2022).
Western, C. M. et al. The spectrum of N2 from 4,500 to 15,700 cm−1 revisited with PGOPHER. J. Quant. Spectrosc. Radiat. Transfer 219, 127–141 (2018).
Deng, J., Du, Z., Karki, B. B., Ghosh, D. B. & Lee, K. K. M. A magma ocean origin to divergent redox evolutions of rocky planetary bodies and early atmospheres. Nat. Commun. 11, 2007 (2020).
Zhang, H. L. et al. Ferric iron stabilization at deep magma ocean conditions. Sci. Adv. 10, eadp1752 (2024).
Terragni, J. et al. Collision induced absorption in hitran2024: enhanced and improved data for atmospheric and planetary studies. J. Quant. Spectrosc. Radiat. Transfer 347, 109631 (2025).
Fauchez, T. J. et al. Sensitive probing of exoplanetary oxygen via mid-infrared collisional absorption. Nat. Astron. 4, 372–376 (2020).
Salisbury, J. W. & Walter, L. S. Thermal infrared (2.5–13.5 μm) spectroscopic remote sensing of igneous rock types on particulate planetary surfaces. J. Geophys. Res. Solid Earth 94, 9192–9202 (1989).
Walter, L. S. & Salisbury, J. W. Spectral characterization of igneous rocks in the 8- to 12-μm region. J. Geophys. Res. Solid Earth 94, 9203–9213 (1989).
Basaltic Volcanism on the Terrestrial Planets (Basaltic Volcanism Study Project, 1981).
Taylor, S. R. & McLennan, S. Planetary Crusts: Their Composition, Origin and Evolution (Cambridge University Press, 2009).
Adibekyan, V. et al. From stellar to planetary composition: galactic chemical evolution of Mg/Si mineralogical ratio. Astron. Astrophys. 581, L2 (2015).
Spaargaren, R. J., Ballmer, M. D., Bower, D. J., Dorn, C. & Tackley, P. J. The influence of bulk composition on the long-term interior-atmosphere evolution of terrestrial exoplanets. Astron. Astrophys. 643, A44 (2020).
Donaldson Hanna, K. L. et al. Effects of varying environmental conditions on emissivity spectra of bulk lunar soils: application to Diviner thermal infrared observations of the Moon. Icarus 283, 326–342 (2017).
Ferrari, S. et al. Thermal infrared emissivity of felsic-rich to mafic-rich analogues of hot planetary regoliths. Earth Planet. Sci. Lett. 534, 116089 (2020).
Prem, P., Greenhagen, B. T., Donaldson Hanna, K. L., Shirley, K. A. & Glotch, T. D. Modeling thermal emission under lunar surface environmental conditions. Planet. Sci. J. 3, 180 (2022).
Keppler, H. & Golabek, G. Graphite floatation on a magma ocean and the fate of carbon during core formation. Geochem. Perspect. Lett. 11, 12–17 (2019).
Young, D. A. Mind over Magma. The Story of Igneous Petrology (Princeton Univ. Press, 2003).
Wilson, M. (ed) Igneous petrogenesis: a global tectonic approach (Springer, 1989).
Winter, J. D. Principles of Igneous and Metamorphic Petrology: Pearson New International Edition 2nd edn (Pearson Education, 2013).
Taylor, S. R. & McLennan, S. Planetary Crusts: Their Composition, Origin and Evolution (Cambridge Catalogue, 2009).
Doyle, A. E. et al. New chondritic bodies identified in eight oxygen-bearing white dwarfs. Astrophys. J. 950, 93 (2023).
Kreidberg, L. et al. Data from JWST GO 1846. Space Telescope Science Institute https://doi.org/10.17909/7jtb-jh84 (2026).
Harris, C. R. et al. Array programming with NumPy. Nature 585, 357–362 (2020).
Hunter, J. D. Matplotlib: a 2D graphics environment. Comput. Sci. Eng. 9, 90–95 (2007).
Astropy Collaboration et al. The Astropy Project: sustaining and growing a community-oriented open-source project and the latest major release (v5.0) of the core package. Astrophys. J. 935, 167 (2022).
Bushouse, H. et al. JWST calibration pipeline. Zenodo https://doi.org/10.5281/zenodo.7325378 (2022).
Foreman-Mackey, D., Hogg, D. W., Lang, D. & Goodman, J. emcee: The MCMC Hammer. Publ. Astron. Soc. Pac. 125, 306 (2013).
Koposov, S. et al. joshspeagle/dynesty: v2.1.0. Zenodo https://doi.org/10.5281/zenodo.7600689 (2023).