A New Method for Constraining 3D Exoplanet Atmospheres: Application to WASP-94A b’s Panchromatic Spectrum
Abstract A growing number of transiting exoplanets exhibit spectroscopic evidence that their leading and trailing limbs differ. Interpreting these observations is now the limiting step. The standard approach of fitting limb-resolved transit depths results in highly anticorrelated transit depths, and treating them as independent measurements can result in strongly biased (3 σ ) retrieved molecular abundances. We present an inference framework that avoids these correlations by using the temporal signature of limb asymmetry instead. This wavelength-dependent shift in mid-transit time, or “time-shift spectrum,” carries the limb-asymmetry information, is measurable from existing light curves with a spherically symmetric transit model, and is uncorrelated with the spherically averaged transit depth. Simultaneously fitting the resulting transmission and time-shift spectrum with an independent atmospheric column for each limb enables the retrieval of limb-resolved properties from two independent measurements. We demonstrate that this approach reduces the mean squared error on the retrieved molecular abundances by factors of ∼30–50 relative to the next best of the alternative approaches currently adopted in the field, and improves retrieved abundance precision by ∼3–6× . We apply the framework to WASP-94A b and present its panchromatic limb-resolved spectrum, spanning 0.8–5 μ m and combining NIRISS/SOSS and NIRSpec/G395H observations. The planet’s morning limb remains aerosol-obscured across this entire range, while its evening limb constrains the abundances of H 2 O, CO 2 , CO, and H 2 S. We measure a limb-to-limb temperature difference of 415 ± 58 K at 1 mbar. This limb-resolved analysis finds [M/H] = +0.32 − 0.11 + 0.11 and C/O = 0.724 − 0.013 + 0.013 , consistent with the host star.
Authors
- Sagnick Mukherjee (ORCID: https://orcid.org/0000-0003-1622-1302)
- Guangwei Fu (ORCID: https://orcid.org/0000-0002-3263-2251)
- Luis Welbanks (ORCID: https://orcid.org/0000-0003-0156-4564)
- David K. Sing (ORCID: https://orcid.org/0000-0001-6050-7645)
- Michael R. Line (ORCID: https://orcid.org/0000-0002-2338-476X)
Institutions
- Johns Hopkins University (US)
- Arizona State University (US)
Publication Details
- Journal
- The Astrophysical Journal Letters
- Published
- 2026-11-04
- DOI
- https://doi.org/10.3847/2041-8213/aeb6af
- Primary Topic
- Stellar, planetary, and galactic studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Aeronautics and Space Administration
- Space Telescope Science Institute