A New Method for Constraining 3D Exoplanet Atmospheres: Application to WASP-94A b’s Panchromatic Spectrum
- 1Arizona State University
- 2Johns Hopkins University
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.
Versions
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BibTeX
@article{mukherjee2026method,
title = {{A New Method for Constraining 3D Exoplanet Atmospheres: Application to WASP-94A b’s Panchromatic Spectrum}},
author = {Sagnick Mukherjee and Luis Welbanks and Guangwei Fu and David K. Sing and Michael R. Line},
journal = {The Astrophysical Journal Letters},
year = {2026},
month = nov,
doi = {10.3847/2041-8213/aeb6af},
url = {https://iopscience.iop.org/article/10.3847/2041-8213/aeb6af},
note = {CC BY 4.0},
}
RIS
TY - JOUR
TI - A New Method for Constraining 3D Exoplanet Atmospheres: Application to WASP-94A b’s Panchromatic Spectrum
AU - Sagnick Mukherjee
AU - Luis Welbanks
AU - Guangwei Fu
AU - David K. Sing
AU - Michael R. Line
PY - 2026
DA - 2026/11/04
JO - The Astrophysical Journal Letters
DO - 10.3847/2041-8213/aeb6af
UR - https://iopscience.iop.org/article/10.3847/2041-8213/aeb6af
AB - 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.
SN - 2041-8213
SN - 2041-8205
ER -