Precise Determination of the Metallicity and C/O of WASP-39 b From a Single JWST Instrument Mode with Phase-Resolved Cross-Correlation Retrievals
Arjun B. Savel, Eliza M. -R. Kempton, Erin M. May, Matthew C. Nixon, Jegug Ih, Katherine A. Bennett, Joost P. Wardenier
astro-ph.EP, astro-ph.IM
Submitted: 2026-07-20
Comments: Submitted to AAS Journals. 16 pages, 7 figures, 1 table. Comments welcome!
License: http://creativecommons.org/licenses/by/4.0/
The gist: Measuring atmospheric metallicities and C/O ratios is a key goal of JWST exoplanet science, given their proposed link to planet formation.
Terminology
Abstract
Measuring atmospheric metallicities and C/O ratios is a key goal of JWST exoplanet science, given their proposed link to planet formation. Achieving this goal has previously been shown to require broad wavelength coverage (about 1--5 mu m), typically demanding multiple instrument modes to complete the molecular inventory. Here, we show that the multi-instrument requirement can be circumvented using phase-resolved cross-correlation retrievals at native pixel resolution -- an approach more typically applied to ground-based high-resolution spectroscopy. By applying this novel analysis technique to an archival single-mode transit of the hot Jupiter WASP-39 b obtained with NIRSpec/G395H, we detect and obtain bounded abundances for all of its major carbon- and oxygen-bearing molecules: H 2 O ((Z) = 67), CO ((Z) = 25), CO 2 ((Z) = 475), and SO 2 ((Z) = 10). Notably, while standard retrieval methods fail to detect CO in these same data ((Z) = 0.2), our approach detects it decisively, confirming it as the dominant carbon carrier in WASP-39 b's atmosphere. From these abundances, we robustly derive a metallicity of [(C + O) / H] = 1.2 plus or minus 0.2 and a C/O ratio of 0.68+0.10-0.14, generally consistent with previous multi-instrument analyses. In comparison, traditional retrievals performed on the G395H data alone produce biased and inaccurate values of both parameters, driven primarily by the non-detection of CO as well as incomplete water band coverage. Our results establish phase-resolved cross-correlation retrievals as a powerful tool for extracting maximum atmospheric information from existing and future JWST data sets.
Sources
- Identification of carbon dioxide in an exoplanet atmosphere
- JAXNS: a high-performance nested sampling package based on JAX
- Eureka!: An End-to-End Pipeline for JWST Time-Series Observations
- VLT/CRIRES+ observations of warm Neptune WASP-107 b: Challenges in detecting molecules with ground-based transmission spectroscopy of cooler and cloudy exoplanets
- SpectRes: A Fast Spectral Resampling Tool in Python
- Latitudinal Asymmetry in the Dayside Atmosphere of WASP-43b
- Evaluating Large Language Models Trained on Code
- Native-resolution retrievals of VHS 1256-1257 b spanning the JWST/NIRSpec wavelength range: Chemical composition of a partially cloudy atmosphere
- Notes on the Practical Application of Nested Sampling: MultiNest, (Non)convergence, and Rectification
- On Linking Planet Formation Models, Protoplanetary Disk Properties, and Mature Gas Giant Exoplanet Atmospheres
- Importance Nested Sampling and the MultiNest Algorithm
- Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling
- Information content of JWST transmission spectroscopy of the exoplanet HAT-P-12b from the optical to the mid-infrared
- A new look into the atmospheric composition of WASP-39 b
- Detection of CO, H 2 O, and OH in WASP-18b with JWST/NIRISS using Direct-Extracted Spectra and Cross-Correlation
- Time-resolved transmission spectroscopy of the ultra-hot Jupiter WASP-189 b
- Strong and variable stratospheric CO emission from lava-planet 55 Cnc e observed with NIRCam/JWST
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