The DOI matches its Crossref record; 88 of the 88 references it cites were found in a registry or an index.
HD 209458b in new light: evidence of nitrogen chemistry, patchy clouds and sub-solar water
Open accessAbstract
Interpretations of exoplanetary transmission spectra have been undermined by apparent obscuration due to clouds/hazes. Debate rages on whether weak H2O features seen in exoplanet spectra are due to clouds or inherently depleted oxygen. Assertions of solar H2O abundances have relied on making a priori model assumptions, for example, chemical/radiative equilibrium. In this work, we attempt to address this problem with a new retrieval paradigm for transmission spectra. We introduce poseidon, a two-dimensional atmospheric retrieval algorithm including generalized inhomogeneous clouds. We demonstrate that this prescription allows one to break vital degeneracies between clouds and prominent molecular abundances. We apply poseidon to the best transmission spectrum presently available, for the hot Jupiter HD 209458b, uncovering new insights into its atmosphere at the day–night terminator. We extensively explore the parameter space with an unprecedented 108 models, spanning the continuum from fully cloudy to cloud-free atmospheres, in a fully Bayesian retrieval framework. We report the first detection of nitrogen chemistry (NH3 and/or HCN) in an exoplanet atmosphere at 3.7–7.7σ confidence, non-uniform cloud coverage at 4.5–5.4σ, high-altitude hazes at >3σ and sub-solar H2O at ≳3–5σ, depending on the assumed cloud distribution. We detect NH3 at 3.3σ, and 4.9σ for fully cloudy and cloud-free scenarios, respectively. For the model with the highest Bayesian evidence, we constrain H2O at 5–15 ppm (0.01–0.03) × solar and NH3 at 0.01–2.7 ppm, strongly suggesting disequilibrium chemistry and cautioning against equilibrium assumptions. Our results herald a new promise for retrieving cloudy atmospheres using high-precision Hubble Space Telescope and James Webb Space Telescope spectra.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Mannings, V (2000) · Icarus · doi:10.1006/icar.1999.6299 · Cited by 4,151
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
Feroz, F., Hobson, M. P., & Bridges, M. (2009) · Monthly Notices of the Royal Astronomical Society · doi:10.1111/j.1365-2966.2009.14548.x · Cited by 2,958
HITEMP, the high-temperature molecular spectroscopic database
Rothman, L. S., Gordon, I. E., Barber, R. J., Dothe, H., Gamache, R. R., Goldman, A., Perevalov, V. I., Tashkun, S. A., & Tennyson, J. (2010) · Journal of Quantitative Spectroscopy and Radiative Transfer · doi:10.1016/j.jqsrt.2010.05.001 · Cited by 2,285
Feroz, F., & Hobson, M. P. (2008) · Monthly Notices of the Royal Astronomical Society · doi:10.1111/j.1365-2966.2007.12353.x · Cited by 1,658
Buchner, J., Georgakakis, A., Nandra, K., Hsu, L., Rangel, C., Brightman, M., Merloni, A., Salvato, M., Donley, J., & Kocevski, D. (2014) · Astronomy & Astrophysics · doi:10.1051/0004-6361/201322971 · Cited by 1,644
Detection of Planetary Transits Across a Sun-like Star
Charbonneau, D., Brown, T. M., Latham, D. W., & Mayor, M. (2000) · The Astrophysical Journal · doi:10.1086/312457 · Cited by 1,415
Detection of an Extrasolar Planet Atmosphere
Charbonneau, D., Brown, T. M., Noyes, R. W., & Gilliland, R. L. (2002) · The Astrophysical Journal · doi:10.1086/338770 · Cited by 1,346
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physicsPreprint
Feroz, F., Hobson, M., & Bridges, M. (2013) · Cited by 1,299
Bayes in the sky: Bayesian inference and model selection in cosmology
Trotta, R. (2008) · Contemporary Physics · doi:10.1080/00107510802066753 · Cited by 1,253
THE EFFECTS OF SNOWLINES ON C/O IN PLANETARY ATMOSPHERES
Öberg, K. I., Murray-Clay, R., & Bergin, E. A. (2011) · The Astrophysical Journal · doi:10.1088/2041-8205/743/1/l16 · Cited by 1,027
Cited by
The HITRAN2020 molecular spectroscopic database
Gordon, I. E., Rothman, L. S., Hargreaves, R. J., Hashemi, R., Karlovets, E. V., Skinner, F. M., Conway, E. K., Hill, C., Kochanov, R. V., Tan, Y., et al. (2022) · Journal of Quantitative Spectroscopy and Radiative Transfer · doi:10.1016/j.jqsrt.2021.107949 · Cited by 2,600
Rimmer, P. B., Ferus, M., Waldmann, I. P., Knížek, A., Kalvaitis, D., Ivanek, O., Kubelík, P., Yurchenko, S. N., Burian, T., Dostál, J., et al. (2020) · The Astrophysical Journal · doi:10.3847/1538-4357/ab55e8 · Cited by 34
Vilović, I., Goyal, J., Heller, R., & von Schauenburg, F. M. (2025) · Astronomische Nachrichten · doi:10.1002/asna.20240081
“Stellar/planetary parameters and atmospheric compositions used in the coupled climate-photochemistry model Atmos .”
Influential
Metadata
- Authors
- MacDonald, R. J., & Madhusudhan, N.
- Venue
- Monthly Notices of the Royal Astronomical Society
- Publisher
- Oxford University Press (OUP)
- Published
- 2017-05-24
- Volume
- 469
- Issue
- 2
- Pages
- 1979-1996
- ISSN
- 0035-8711 (ISSN-L)
- 1365-2966
- OpenAlex
- W2578334915
- Cited by
- 287
- References
- 88
- FWCI
- 15.26
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: HD 209458b in new light: evidence of nitrogen chemistry, patchy clouds and sub-solar water. https://app.cochat.ai/papers/10.1093/mnras/stx804
- The paper
- MacDonald, R. J., & Madhusudhan, N. (2017). HD 209458b in new light: evidence of nitrogen chemistry, patchy clouds and sub-solar water. Monthly Notices of the Royal Astronomical Society. https://doi.org/10.1093/mnras/stx804
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.