{"id":493785,"date":"2026-06-11T05:56:22","date_gmt":"2026-06-11T05:56:22","guid":{"rendered":"https:\/\/www.newsbeep.com\/ie\/493785\/"},"modified":"2026-06-11T05:56:22","modified_gmt":"2026-06-11T05:56:22","slug":"atmospheric-asymmetries-in-wasp-121-b-revealed-by-rotational-transits-detected-with-jwst","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/ie\/493785\/","title":{"rendered":"Atmospheric asymmetries in WASP-121 b revealed by rotational transits detected with JWST"},"content":{"rendered":"<p>Observations and data reductionsJWST\/NIRSpec G395H observations<\/p>\n<p>The JWST observed the ultrahot Jupiter WASP-121 b starting 145\u2009min before the beginning of the planet\u2019s eclipse behind the star on 14 October 2022 (UTC), and finishing the observation 105\u2009min after the end of the eclipse on 15 October 2022 (UTC). This observation was carried out as the telescope\u2019s observing programme GO 1729 (principal investigators (PIs): Evans-Soma and Kataria) using NIRSpec with the G395H grating and naturally included the transit of the planet in front of the star between these two eclipses. The observations were conducted using NIRSpec\u2019s SUB2048 subarray and NRSRAPID readout pattern with 42 groups per integration and were reduced using the Fast Infrared Exoplanet Fitting Lightcurve (Firefly)<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Rustamkulov, Z., Sing, D. K., Liu, R. &amp; Wang, A. Analysis of a JWST NIRSpec Lab Time Series: characterizing systematics, recovering exoplanet transit spectroscopy, and constraining a noise floor. Astrophys. J. Lett. 928, L7 (2022).\" href=\"#ref-CR36\" id=\"ref-link-section-d62973051e1825\">36<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Rustamkulov, Z. et al. Early Release Science of the exoplanet WASP-39b with JWST NIRSpec PRISM. Nature 614, 659&#x2013;663 (2023).\" href=\"#ref-CR37\" id=\"ref-link-section-d62973051e1825_1\">37<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 38\" title=\"Sing, D. K. et al. A warm Neptune&#x2019;s methane reveals core mass and vigorous atmospheric mixing. Nature 630, 831&#x2013;835 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR38\" id=\"ref-link-section-d62973051e1828\" rel=\"nofollow noopener\" target=\"_blank\">38<\/a> and Eureka!<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 39\" title=\"Bell, T. et al. Eureka!: an end-to-end pipeline for JWST time-series observations. J. Open Source Softw. 7, 4503 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR39\" id=\"ref-link-section-d62973051e1832\" rel=\"nofollow noopener\" target=\"_blank\">39<\/a> pipelines. The details of the two data reductions performed with the two different pipelines are listed in refs. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 21\" title=\"Mikal-Evans, T. et al. A JWST NIRSpec phase curve for WASP-121b: dayside emission strongest eastward of the substellar point and nightside conditions conducive to cloud formation. Astrophys. J. Lett. 943, L17 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR21\" id=\"ref-link-section-d62973051e1836\" rel=\"nofollow noopener\" target=\"_blank\">21<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 22\" title=\"Evans-Soma, T. M. et al. SiO and a super-stellar C\/O ratio in the atmosphere of the giant exoplanet WASP-121 b. Nat. Astron. 9, 845&#x2013;861 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR22\" id=\"ref-link-section-d62973051e1839\" rel=\"nofollow noopener\" target=\"_blank\">22<\/a>.<\/p>\n<p>JWST\/NIRISS SOSS observations<\/p>\n<p>JWST also observed a phase curve of WASP-121 b using the NIRISS instrument starting before a planetary eclipse on 10 October 2023 (UTC) and ending 43.85\u2009h later after a second eclipse event. This observation was part of observing programme GTO 1201 (PI: Lafreni\u00e8re) and used the SOSS mode with the SUBSTRIP256 subarray with six groups per integration.<\/p>\n<p>The observations were reduced starting from the uncalibrated (uncal.fits) images using the Firefly reduction suite<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Rustamkulov, Z., Sing, D. K., Liu, R. &amp; Wang, A. Analysis of a JWST NIRSpec Lab Time Series: characterizing systematics, recovering exoplanet transit spectroscopy, and constraining a noise floor. Astrophys. J. Lett. 928, L7 (2022).\" href=\"#ref-CR36\" id=\"ref-link-section-d62973051e1857\">36<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Rustamkulov, Z. et al. Early Release Science of the exoplanet WASP-39b with JWST NIRSpec PRISM. Nature 614, 659&#x2013;663 (2023).\" href=\"#ref-CR37\" id=\"ref-link-section-d62973051e1857_1\">37<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 38\" title=\"Sing, D. K. et al. A warm Neptune&#x2019;s methane reveals core mass and vigorous atmospheric mixing. Nature 630, 831&#x2013;835 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR38\" id=\"ref-link-section-d62973051e1860\" rel=\"nofollow noopener\" target=\"_blank\">38<\/a>, which has been adapted for SOSS data<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 40\" title=\"Liu, R., Wang, L.-C., Rustamkulov, Z. &amp; Sing, D. K. Unveiling the atmosphere of the super-Jupiter HAT-P-14 b with JWST NIRISS and NIRSpec. Astron. J. 169, 335 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR40\" id=\"ref-link-section-d62973051e1864\" rel=\"nofollow noopener\" target=\"_blank\">40<\/a> with further details available in refs. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Liu, R., Wang, L.-C., Rustamkulov, Z. &amp; Sing, D. K. Unveiling the atmosphere of the super-Jupiter HAT-P-14 b with JWST NIRISS and NIRSpec. Astron. J. 169, 335 (2025).\" href=\"#ref-CR40\" id=\"ref-link-section-d62973051e1868\">40<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Mukherjee, S. et al. Cloudy mornings and clear evenings on a gas giant exoplanet. Science 392, 858&#x2013;862 (2026).\" href=\"#ref-CR41\" id=\"ref-link-section-d62973051e1868_1\">41<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 42\" title=\"Wang, L.-C. et al. A comprehensive analysis of the panchromatic transmission spectrum of the hot-Saturn WASP-96 b: nondetection of haze, possible sodium limb asymmetry, stellar characterization, and formation history. Astron. J. 171, 147 (2026).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR42\" id=\"ref-link-section-d62973051e1871\" rel=\"nofollow noopener\" target=\"_blank\">42<\/a>. A notable recent addition is the removal of 1\/f noise at the group-level stage, as described in ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 43\" title=\"Radica, M. et al. Awesome SOSS: transmission spectroscopy of WASP-96b with NIRISS\/SOSS. Mon. Not. R. Astron. Soc. 524, 835&#x2013;856 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR43\" id=\"ref-link-section-d62973051e1879\" rel=\"nofollow noopener\" target=\"_blank\">43<\/a>. From the cosmic ray, bad pixel, 1\/f-removed, background-removed two-dimensional images, we summed the white-light curve using an aperture width of 34 pixels, which produced a first-order white-light curve that minimized the light curve scatter, found to have a standard deviation of 110\u2009ppm and a median absolute deviation of 83\u2009ppm as characterized by a near-flat 100 integration segment shortly before transit.<\/p>\n<p>We also performed a NIRISS SOSS reduction independent of the Firefly reduction using steps as outlined in ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 44\" title=\"Fu, G. et al. Water and an escaping helium tail detected in the hazy and methane-depleted atmosphere of HAT-P-18b from JWST NIRISS\/SOSS. Astrophys. J. Lett. 940, L35 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR44\" id=\"ref-link-section-d62973051e1889\" rel=\"nofollow noopener\" target=\"_blank\">44<\/a> (hereafter labelled the \u2018Fu\u2019 reduction). It starts with the uncalibrated (uncal.fits) files, and we used the default JWST pipeline to produce the rampfitsstep.fits. Then, we did background and 1\/f subtraction using pixels in the bottom 50th percentile in flux for column median subtraction and extracted the time series two-dimensional spectra. Based on the 100 points right before transit, we measured a standard deviation of 116\u2009ppm and a median absolute deviation of 88\u2009ppm.<\/p>\n<p>JWST data analysis<\/p>\n<p>We approximate the rotation-induced change of the planet\u2019s transit radius with a second-order polynomial in time (see \u2018Rotational light curve model\u2019). We implemented this light curve model using the Batman package<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 18\" title=\"Kreidberg, L. batman: BAsic Transit Model cAlculatioN in Python. Publ. Astron. Soc. Pac. 127, 1161 (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR18\" id=\"ref-link-section-d62973051e1911\" rel=\"nofollow noopener\" target=\"_blank\">18<\/a>, in which the planet-to-star radius ratio is a constant. To calculate light curve models with time-dependent planet radii, we set up a Batman model for each data point of the time-series observation and set the planet-to-star radius ratio in the series of Batman models according to equation (<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"equation anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Equ1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>).<\/p>\n<p>To measure WASP-121 b\u2019s phase-resolved transmission spectrum, we analyse a cut-out of the light curves that includes the data taken during both full eclipses and from 3.5\u2009h before to 3.5\u2009h after the transit mid-time output from both reductions of both the NIRSpec and NIRISS observations. Including the adjacent eclipses into the transit analysis is needed, because the planet\u2019s rotation around the transit results in a variation of its emitted flux as a function of time that would contaminate the transmission spectrum if it were not separated from the systematics\u2019 baseline<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 23\" title=\"Gapp, C. et al. WASP-121 b&#x2019;s transmission spectrum observed with JWST\/NIRSpec G395H reveals thermal dissociation and SiO in the atmosphere. Astron. J. 169, 341 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR23\" id=\"ref-link-section-d62973051e1921\" rel=\"nofollow noopener\" target=\"_blank\">23<\/a>. The full model we use to fit the observations is<\/p>\n<p>$${{\\mathcal{M}}}_{\\mathrm{rot}}=({c}_{0}+{c}_{1}t)\\times \\left(T(\\theta )+P(\\,{p}_{0},{p}_{1},{p}_{2})\\right),$$<\/p>\n<p>\n                    (2)\n                <\/p>\n<p>where (c0 + c1t) is the stellar and instrumental baseline, T(\u03b8) is the modified Batman model with transit parameters \u03b8, and<\/p>\n<p>$$P(\\,{p}_{0},{p}_{1},{p}_{2})=\\left\\{\\begin{array}{ll}0 \\qquad\\qquad\\qquad\\quad{\\mathrm{during}}\\,{\\mathrm{secondary}}\\,{\\mathrm{eclipse}}\\\\ {p}_{0}+{p}_{1}t+{p}_{2}{t}^{2}\\quad\\,{\\mathrm{else}}\\end{array}\\right.$$<\/p>\n<p>\n                    (3)\n                <\/p>\n<p>is an approximation of WASP-121 b\u2019s partial phase curve around the transit. The translational light curve model \\({{\\mathcal{M}}}_{\\mathrm{tra}}\\) we use as a null hypothesis is identical to \\({{\\mathcal{M}}}_{\\mathrm{rot}}\\) apart from prescribing R1\/R* = R2\/R* = 0.<\/p>\n<p>White-light curve fits<\/p>\n<p>In JWST\/NIRSpec\u2019s G395H observing mode, the incoming radiation gets dispersed over two detectors, NRS1 and NRS2. We integrated the time series of stellar spectra from pixel column 300 to 2,042 on the NRS1 and from pixel column 5 to 2,010 on the NRS2 detectors to yield wavelength-integrated light curves for both detectors. The two light curves were then fit simultaneously. For the orbital parameters shared between both light curves, we adopted an eccentricity of zero, an argument of periapsis of 90\u00b0 and a period of 1.27492504\u2009days<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e2303\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a> and fit for the impact parameter (b) and semi-major axis normalized by the star\u2019s radius (a\/R*). All other model parameters\u2014the baseline coefficients c0 and c1 (equation (<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"equation anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Equ2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>)), the partial phase curve parameters p0, p1 and p2, the transit radius coefficients (Ri\/R* in equation (<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"equation anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Equ1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>)), t0, and the limb darkening coefficients\u2014were kept different between both light curves. For the limb darkening, we adopted a quadratic law with two free parameters (u1 and u2). The JWST\/NIRISS white-light curve was calculated by integrating the flux from detector column 33 to 2,033 in the first grating order and fit in the same manner as the NIRSpec white-light curve, but without the need to fit two independent light curves jointly.<\/p>\n<p>We first fit the data from both instruments with a least-squares algorithm implemented into the lmfit package<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 46\" title=\"Newville, M., Stensitzki, T., Allen, D. B. &amp; Ingargiola, A. LMFIT: non-linear least-square minimization and curve-fitting for Python. Zenodo &#010;                https:\/\/doi.org\/10.5281\/zenodo.11813&#010;                &#010;               (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR46\" id=\"ref-link-section-d62973051e2371\" rel=\"nofollow noopener\" target=\"_blank\">46<\/a>. Then, we explored all fit parameters\u2019 posterior probability distributions using the Markov chain Monte Carlo (MCMC) package emcee<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 47\" title=\"Foreman-Mackey, D., Hogg, D. W., Lang, D. &amp; Goodman, J. emcee: the MCMC Hammer. Publ. Astron. Soc. Pac. 125, 306 (2013).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR47\" id=\"ref-link-section-d62973051e2375\" rel=\"nofollow noopener\" target=\"_blank\">47<\/a> and estimated the models\u2019 Bayesian evidences using the nested sampling package dynesty<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 48\" title=\"Speagle, J. S. DYNESTY: a dynamic nested sampling package for estimating Bayesian posteriors and evidences. Mon. Not. R. Astron. Soc. 493, 3132&#x2013;3158 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR48\" id=\"ref-link-section-d62973051e2379\" rel=\"nofollow noopener\" target=\"_blank\">48<\/a>. In both sampling approaches, we included systematic noise terms (\u03c3sys) added in quadrature to the uncertainties of each integration (\u03c3p,i) to determine the total uncertainty<\/p>\n<p>$${\\sigma }_{{\\rm{tot}},{\\rm{i}}}^{2}={\\sigma }_{p,i}^{2}+{\\sigma }_{{\\rm{sys}}}^{2}$$<\/p>\n<p>\n                    (4)\n                <\/p>\n<p>of each integration. This approach accounts for potentially underestimated uncertainties in each light curve. For both sampling approaches, we adopted wide uniform priors for all model parameters (Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>). In the MCMC, we used 500 walkers with 50,000 steps each, discarding the first 20,000 steps as burn-in and thinning the remaining samples by a factor of 100. The results of all fit parameters\u2019 posteriors for both observations\u2019 reductions are listed in Supplementary Tables <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>\u2013<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>. For the nested samplings, we used 500 live points.<\/p>\n<p>For model comparisons, we calculate all model fits\u2019 Bayesian information criteria (BIC) from the MCMC samplings and their Bayesian evidences (Z) from the nested samplings. To calculate the statistical significances of the rotation-induced radius change delivered by the observations, we then calculate the differences in BIC (\u0394BIC) and the normal logarithm of the Bayes factors (\\(ln(B)\\)) of \\({{\\mathcal{M}}}_{\\mathrm{rot}}\\) relative to \\({{\\mathcal{M}}}_{\\mathrm{tra}}\\), which suggest conclusive detections in all observations and data reductions (Extended Data Tables <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Tab1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a> and <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"table anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Tab2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>). We also compare \\({{\\mathcal{M}}}_{\\mathrm{rot}}\\) with free R2\/R* with setting R2\/R* = 0, thus comparing two rotational light curve models with either a quadratic or a linear polynomial for the planet-to-star radius ratio as a function of time. In the NIRISS SOSS data, the light curve modelling approach with free R2\/R* is slightly preferred over the model with R2\/R* = 0 with \\(ln(B)=1.6\\) in the Firefly and \\(ln(B)=1.5\\) in the Fu reduction. In the NIRSpec G395H data, setting R2\/R* = 0 is slightly preferred over fitting for a free R2\/R* with \\(ln(B)=1.9\\) in Firefly and \\(ln(B)=1.2\\) in Eureka!. Thus, there is no indication to prefer either approach over the other<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 26\" title=\"Thorngren, D. P., Sing, D. K. &amp; Mukherjee, S. Bayesian model comparison and significance: widespread errors and how to correct them. Astrophys. J. Suppl. Ser. 283, 10 (2026).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR26\" id=\"ref-link-section-d62973051e2760\" rel=\"nofollow noopener\" target=\"_blank\">26<\/a> in any of the observations or data reductions.<\/p>\n<p>Spectroscopic light curves<\/p>\n<p>To investigate the change of WASP-121 b\u2019s transmission spectrum induced by its rotation, we integrated the NIRSpec light curves over bins of 244 pixel columns of the NRS1 and 237 pixel columns of the NRS2 detector to generate 14 spectroscopic light curves. As in the white-light curve fit, we fit these light curves simultaneously, adopting the same eccentricity, argument of periapsis and period as before and fitting for b and a\/R*, which are shared between all light curves. All other parameters are different for all light curves. Again, we first ran a least-squares fit and sampled the parameters\u2019 posterior distributions using an MCMC. In the MCMC, we initiated 500 walkers in a tight Gaussian ball around the least-squares solution and ran 100,000 steps for each walker, discarding the first 50,000 steps as burn-in. The final samples were thinned by a factor of 200.<\/p>\n<p>We applied three modelling approaches to fit the spectroscopic light curves in order to estimate the model assumptions\u2019 impacts on the inferred planet radius coefficients Ri\/R*. These three approaches were<\/p>\n<p>                    (1)<\/p>\n<p>R2\/R* = 0 and wide uniform priors on the limb darkening coefficients,<\/p>\n<p>                    (2)<\/p>\n<p>R2\/R* as a free parameter and wide uniform priors on the limb darkening coefficients, and<\/p>\n<p>                    (3)<\/p>\n<p>R2\/R* as a free parameter and Gaussian priors on the limb darkening coefficients that we adopted from the exotic-LD package<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 49\" title=\"Grant, D. &amp; Wakeford, H. R. Exo-TiC\/ExoTiC-LD: ExoTiC-LD v3.0.0. Zenodo &#010;                https:\/\/doi.org\/10.5281\/zenodo.7437681&#010;                &#010;               (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR49\" id=\"ref-link-section-d62973051e2848\" rel=\"nofollow noopener\" target=\"_blank\">49<\/a> using the \u2018stagger\u2019 grid of stellar models<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 50\" title=\"Magic, Z., Chiavassa, A., Collet, R. &amp; Asplund, M. The Stagger-grid: a grid of 3D stellar atmosphere models. IV. Limb darkening coefficients. Astron. Astrophys. 573, A90 (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR50\" id=\"ref-link-section-d62973051e2852\" rel=\"nofollow noopener\" target=\"_blank\">50<\/a>.<\/p>\n<p>The MCMCs\u2019 posteriors of the planet radius polynomial coefficients from these three modelling approaches analysing the data from the Firefly reduction and modelling approach number one applied to the Eureka! reduction are plotted in Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>. They reveal that the R1\/R* coefficient, which gives the linear rate of the planet\u2019s radius change relative to the star\u2019s radius during transit, is indifferent toward the choice of priors for the limb darkening. This is because R1\/R* is the coefficient for a polynomial term that is odd about the point of conjunction. As such, a non-zero R1\/R* will induce a transit shape that is asymmetric about the point of conjunction that cannot be replicated by changing the limb darkening or the orbital parameters. When we adopt R2\/R* = 0 in \\({{\\mathcal{M}}}_{\\mathrm{rot}}\\), the measurements of R1\/R* again do not change (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>), and thus, our measurements of R1\/R* are robust against choices of limb darkening priors and the value of R2\/R*.<\/p>\n<p>In contrast to R1\/R*, the measurements reveal that R0\/R*, giving the planet-to-star radius ratio at the point of conjunction, and R2\/R*, describing the curvature of the radius function in time, are both sensitive to modelling approaches of the stellar limb darkening, as their uncertainties greatly increase when moving from tight Gaussian priors to uninformative uniform priors on u1 and u2. The reason for this degeneracy is that R2\/R* describes an even term about the point of conjunction and is correlated with R0\/R* (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig5\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>). Any even changes about the point of conjunction (such as a decrease of the radius in the first and a converse increase in the second half of the transit) has a similar effect on the light curve as the limb darkening that is symmetric about the centre of the stellar disk. Therefore, R2\/R* and the correlated R0\/R* cannot be reliably disentangled from the limb darkening using the JWST data.<\/p>\n<p>SPARC\/MITgcm predictions<\/p>\n<p>Synthetic light curves have been generated from the output of a SPARC\/MITgcm simulation of WASP-121 b<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 16\" title=\"Showman, A. P. et al. Atmospheric circulation of hot Jupiters: coupled radiative-dynamical general circulation model simulations of HD 189733b and HD 209458b. Astrophys. J. 699, 564&#x2013;584 (2009).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR16\" id=\"ref-link-section-d62973051e3029\" rel=\"nofollow noopener\" target=\"_blank\">16<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 17\" title=\"Parmentier, V. et al. From thermal dissociation to condensation in the atmospheres of ultra hot Jupiters: WASP-121b in context. Astron. Astrophys. 617, A110 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR17\" id=\"ref-link-section-d62973051e3032\" rel=\"nofollow noopener\" target=\"_blank\">17<\/a>, postprocessed using Pytmosph3R<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 2\" title=\"Caldas, A. et al. Effects of a fully 3D atmospheric structure on exoplanet transmission spectra: retrieval biases due to day-night temperature gradients. Astron. Astrophys. 623, A161 (2019).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR2\" id=\"ref-link-section-d62973051e3036\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 3\" title=\"Falco, A., Leconte, J., Mechineau, A. &amp; Pluriel, W. Signature of the atmospheric asymmetries of hot and ultra-hot Jupiters in light curvest. Astron. Astrophys. 685, A125 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR3\" id=\"ref-link-section-d62973051e3039\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 51\" title=\"Falco, A., Zingales, T., Pluriel, W. &amp; Leconte, J. Toward a multidimensional analysis of transmission spectroscopy. I. Computation of transmission spectra using a 1D, 2D, or 3D atmosphere structure. Astron. Astrophys. 658, A41 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR51\" id=\"ref-link-section-d62973051e3042\" rel=\"nofollow noopener\" target=\"_blank\">51<\/a>. The SPARC\/MITgcm solves the primitive equations on a cubic-sphere grid. In the simulation, the pressure ranges from 200\u2009bar to 2\u2009\u03bcbar over 53 levels, with a horizontal resolution equivalent to 128 longitudes and 64 latitudes. The model includes optical absorbers such as TiO and VO, assumes solar metallicity and a solar C\/O ratio, and does not include clouds. As an indication, the temperature on the dayside is ~2,800\u2009K.<\/p>\n<p>Pytmosph3R is an open-source Python package that provides tools to compute synthetic observations, transmission and emission spectroscopy, transit light curves and phase curves, from three-dimensional atmospheric models such as general circulation models (GCMs). Its inputs are the planetary, stellar and orbital characteristics, along with the temperature map provided by the GCM, and the abundances of species present in the atmosphere. It computes absorption, Rayleigh and Mie scattering, and continuum absorption (collision-induced absorption) along a set of light rays passing through the atmosphere. The species included are He, H2, H, H2O, CO, TiO, VO, Na, K and SiO, for which we account for the absorption opacity (except for He, H2 and H), and the continuum includes H2\u2013H2 and H2\u2013He. Opacities have been downloaded from Exomol<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 52\" title=\"Tennyson, J. et al. The exomol database: molecular line lists for exoplanet and other hot atmospheres. J. Mol. Spectrosc. 327, 73&#x2013;94 (2016).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR52\" id=\"ref-link-section-d62973051e3062\" rel=\"nofollow noopener\" target=\"_blank\">52<\/a>. The orbital period has been set to 1.274925\u2009days, with an orbital radius of 0.025\u2009au, a planet radius of 1.61 Jupiter radii and a surface gravity of 8.436\u2009m\u2009s\u22122.<\/p>\n<p>To compare the simulation results with the observations, we generated light curves for WASP-121 b in NIRSpec G395H\u2019s wavelength range with the star\u2019s limb darkening set to zero. That way, the depth of the model light curve during the full transit (between contact points 2 and 3) can be converted into the planetary-to-stellar radius ratio using<\/p>\n<p>$${R}_{{\\rm{p}}}\/{R}_{* }(t)=\\sqrt{1-F(t)},$$<\/p>\n<p>\n                    (5)\n                <\/p>\n<p>where F(t) is the model light curve\u2019s flux. To facilitate the comparison between model light curves and the observations of Rp\/R*(t) approximated as a polynomial (see equation (<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"equation anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Equ1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>)), we fit quadratic polynomials to the model Rp\/R*(t) of each spectral channel to infer the model predictions for R0\/R*, R1\/R* and R2\/R* as functions of wavelength (examples for this approximation are shown in Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>). All relative deviations of the fit polynomials to the GCM\u2019s Rp\/R*(t) are smaller than 0.1% in all simulated time steps, and thus, the approximation as quadratic functions for the comparison with the observations is justified.<\/p>\n<p>Like the observations, the SPARC\/MITgcm shows positive R1\/R* for most and negative R1\/R* with much smaller absolute values for some spectroscopic channels (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>); however, it systematically underestimates the values for R1\/R* over the entire wavelength range. One limitation that could contribute to the model\u2019s underestimation of R1\/R* is the lack of clouds in the atmosphere that might be present around the morning terminator. In addition, a previous phase curve analysis of WASP-121 b showed that the SPARC\/MITgcm delivers too high nightside temperatures compared with the measurements<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 21\" title=\"Mikal-Evans, T. et al. A JWST NIRSpec phase curve for WASP-121b: dayside emission strongest eastward of the substellar point and nightside conditions conducive to cloud formation. Astrophys. J. Lett. 943, L17 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR21\" id=\"ref-link-section-d62973051e3248\" rel=\"nofollow noopener\" target=\"_blank\">21<\/a>. With an overestimated nightside temperature, the model underestimates the day-to-nightside temperature contrast, leading to underestimated longitudinal temperature gradients across the terminators, consistent with the observed discrepancy with the observations. Another reason for the mismatch between the observations and the model could be an inaccurate atmospheric chemical composition in the model due to the assumed solar metallicity and C\/O = 0.55, as recent observations have consistently shown that WASP-121 b\u2019s C\/O is much higher than 0.55 (refs. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 22\" title=\"Evans-Soma, T. M. et al. SiO and a super-stellar C\/O ratio in the atmosphere of the giant exoplanet WASP-121 b. Nat. Astron. 9, 845&#x2013;861 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR22\" id=\"ref-link-section-d62973051e3252\" rel=\"nofollow noopener\" target=\"_blank\">22<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 28\" title=\"Smith, P. C. B. et al. The Roasting Marshmallows Program with IGRINS on Gemini South. II. WASP-121 b has superstellar C\/O and refractory-to-volatile ratios. Astron. J. 168, 293 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR28\" id=\"ref-link-section-d62973051e3255\" rel=\"nofollow noopener\" target=\"_blank\">28<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 29\" title=\"Pelletier, S. et al. CRIRES+ and ESPRESSO reveal an atmosphere enriched in volatiles relative to refractories on the ultrahot Jupiter WASP-121b. Astron. J. 169, 10 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR29\" id=\"ref-link-section-d62973051e3258\" rel=\"nofollow noopener\" target=\"_blank\">29<\/a>). These differences in chemistry might also be responsible for the deviations of the model\u2019s transmission spectrum at the point of conjunction from the observations (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>, top, blue diamonds), namely, the too steep H2O feature and the underestimation of the CO feature between 4.3\u2009\u03bcm and 5.2\u2009\u03bcm.<\/p>\n<p>To simulate the effect of a colder morning terminator, we modified the \u2018nominal\u2019 SPARC\/MITgcm by setting the vertical temperature structure from 240\u00b0 to 302\u00b0 in longitude to its structure at 240\u00b0 (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig10\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>). With this modified temperature field (labelled the \u2018muted leading limb\u2019 model in Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>), the model predictions for R1\/R* increase in all wavelengths because the planet\u2019s rotation no longer leads to a shrinking of the leading limb, due to a temperature structure that is vertically constant in longitude. With this modification, the model predictions for R1\/R* are larger than the observations between 3.05\u2009\u03bcm and 4.0\u2009\u03bcm where H2O is the dominant molecular absorber<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 23\" title=\"Gapp, C. et al. WASP-121 b&#x2019;s transmission spectrum observed with JWST\/NIRSpec G395H reveals thermal dissociation and SiO in the atmosphere. Astron. J. 169, 341 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR23\" id=\"ref-link-section-d62973051e3297\" rel=\"nofollow noopener\" target=\"_blank\">23<\/a>. At wavelengths larger than 4.3\u2009\u03bcm where CO is the strongest absorbing molecule<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 23\" title=\"Gapp, C. et al. WASP-121 b&#x2019;s transmission spectrum observed with JWST\/NIRSpec G395H reveals thermal dissociation and SiO in the atmosphere. Astron. J. 169, 341 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR23\" id=\"ref-link-section-d62973051e3301\" rel=\"nofollow noopener\" target=\"_blank\">23<\/a>, the model values for R1\/R* are smaller than the data (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>), although the lower limits of four of the five data points\u2019 1\u03c3 intervals overlap with the model predictions. Thus, the order of magnitude of the transit asymmetry observed with NIRSpec G395H NRS2 can be reproduced by the longitudinal temperature gradient around the evening terminator in the SPARC\/MITgcm, when the longitudinal temperature gradient around the morning terminator is muted.<\/p>\n<p>The SPARC\/MITgcm predicts negative R2\/R* through the whole spectrum, suggesting a local maximum of the planet\u2019s cross-sectional area during transit. When adopting Gaussian priors on the limb darkening in the light curve analysis, we find consistently positive R2\/R* (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig8\" rel=\"nofollow noopener\" target=\"_blank\">5<\/a>), implying a local radius minimum during transit. The SPARC\/MITgcm does not include any tidal deformation of the planet, and thus, the local maximum during transit in the model is caused solely by the atmospheric structure. The tidal deformation of WASP-121 b would lead to an elongation of the planet along the planet\u2013star axis<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 53\" title=\"Leconte, J., Lai, D. &amp; Chabrier, G. Distorted, nonspherical transiting planets: impact on the transit depth and on the radius determination. Astron. Astrophys. 528, A41 (2011).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR53\" id=\"ref-link-section-d62973051e3343\" rel=\"nofollow noopener\" target=\"_blank\">53<\/a>, which, together with the planet\u2019s rotation, would cause a local minimum of its cross-sectional area during transit<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 3\" title=\"Falco, A., Leconte, J., Mechineau, A. &amp; Pluriel, W. Signature of the atmospheric asymmetries of hot and ultra-hot Jupiters in light curvest. Astron. Astrophys. 685, A125 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR3\" id=\"ref-link-section-d62973051e3347\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>. Thus, the observed tendency to positive R2\/R* might be a hint at the planet\u2019s tidal deformation. Measuring the planet\u2019s tidal deformation from this observation would be dependent on the assumption that the adopted limb darkening priors are accurate. However, their degree of precision is unknown, and thus, we refrain from attempting to constrain WASP-121 b\u2019s tidal Love number, which quantifies its tidal deformation.<\/p>\n<p>Other sources of asymmetric transits<\/p>\n<p>A phase-dependent transmission spectrum of WASP-121 b is not the only possible cause of asymmetric transit light curves. Thus, we examine the plausibility of the observed transit asymmetries originating in the observing instruments or the planet\u2019s host star WASP-121 A.<\/p>\n<p>Instrumental systematics<\/p>\n<p>Instrumental systematics causing the observed asymmetric light curve shapes would require an instrumental effect that impacts the NIRISS SOSS and NIRSpec G395H\u2019s NRS2 data that show a transit asymmetry, but not NIRSpec G395H\u2019s NRS1 observations that deliver a symmetric transit light curve (Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a> and Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig4\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>). Considering that past observations suggested the NRS2 detector to be less affected by instrumental systematics than NRS1 (see, for example, refs. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 21\" title=\"Mikal-Evans, T. et al. A JWST NIRSpec phase curve for WASP-121b: dayside emission strongest eastward of the substellar point and nightside conditions conducive to cloud formation. Astrophys. J. Lett. 943, L17 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR21\" id=\"ref-link-section-d62973051e3381\" rel=\"nofollow noopener\" target=\"_blank\">21<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 54\" title=\"Wallack, N. L. et al. JWST COMPASS: a NIRSpec\/G395H transmission spectrum of the sub-Neptune TOI-836c. Astron. J. 168, 77 (2024).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR54\" id=\"ref-link-section-d62973051e3384\" rel=\"nofollow noopener\" target=\"_blank\">54<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 55\" title=\"Alderson, L. et al. JWST COMPASS: NIRSpec\/G395H transmission observations of the super-Earth TOI-776 b. Astron. J. 169, 142 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR55\" id=\"ref-link-section-d62973051e3387\" rel=\"nofollow noopener\" target=\"_blank\">55<\/a>) and the coincidence of systematics required during the precise time span of the transit to create the observed signal in both the NIRISS SOSS and the NIRSpec G395H observations, such a scenario appears unlikely. Therefore, the transit asymmetry is probably a signal from either WASP-121 b or its host star.<\/p>\n<p>Stellar activity and gravity darkening<\/p>\n<p>In NIRSpec\u2019s wavelength range, the observed transit asymmetry is more pronounced in the longer than in the shorter observed wavelengths. This is the opposite of how transit asymmetries caused by temperature inhomogeneities on the star\u2019s surface driven by, for example, star spots or faculae would change with wavelength<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 56\" title=\"Rackham, B. V., Apai, D. &amp; Giampapa, M. S. The transit light source effect: false spectral features and incorrect densities for M-dwarf transiting planets. Astrophys. J. 853, 122 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR56\" id=\"ref-link-section-d62973051e3399\" rel=\"nofollow noopener\" target=\"_blank\">56<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 57\" title=\"Kostogryz, N. et al. The effect of stellar magnetic activity on measurements of morning and evening asymmetry of planetary terminator. Astrophys. J. Lett. 989, L6 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR57\" id=\"ref-link-section-d62973051e3402\" rel=\"nofollow noopener\" target=\"_blank\">57<\/a>. In addition, as an F6-type star<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 58\" title=\"Delrez, L. et al. WASP-121 b: a hot Jupiter close to tidal disruption transiting an active F star. Mon. Not. R. Astron. Soc. 458, 4025&#x2013;4043 (2016).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR58\" id=\"ref-link-section-d62973051e3406\" rel=\"nofollow noopener\" target=\"_blank\">58<\/a>, WASP-121 A is expected to display less activity-driven flux variations throughout its surface that could induce asymmetric transit light curves than later stellar types<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 59\" title=\"Rackham, B. V., Apai, D. &amp; Giampapa, M. S. The transit light source effect. II. The impact of stellar heterogeneity on transmission spectra of planets orbiting broadly Sun-like stars. Astron. J. 157, 96 (2019).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR59\" id=\"ref-link-section-d62973051e3410\" rel=\"nofollow noopener\" target=\"_blank\">59<\/a>. Indeed, previous transit observations in the optical have not revealed any signs of photometric contamination caused by stellar activity<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 60\" title=\"Evans, T. M. et al. An optical transmission spectrum for the ultra-hot Jupiter WASP-121b measured with the Hubble Space Telescope. Astron. J. 156, 283 (2018).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR60\" id=\"ref-link-section-d62973051e3414\" rel=\"nofollow noopener\" target=\"_blank\">60<\/a>, making stellar activity an increasingly unlikely explanation for the observed transit asymmetries. As an early spectral type, however, WASP-121 A might be a fast rotator, leading to gravity darkening of its equator relative to the poles due to the reduction of the equator\u2019s surface gravity caused by centrifugal forces and an oblate shape of the star<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 61\" title=\"von Zeipel, H. The radiative equilibrium of a rotating system of gaseous masses. Mon. Not. R. Astron. Soc. 84, 665&#x2013;683 (1924).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR61\" id=\"ref-link-section-d62973051e3418\" rel=\"nofollow noopener\" target=\"_blank\">61<\/a>. Together with the misalignment of WASP-121 b\u2019s orbital axis with the star\u2019s rotation axis<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e3423\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 58\" title=\"Delrez, L. et al. WASP-121 b: a hot Jupiter close to tidal disruption transiting an active F star. Mon. Not. R. Astron. Soc. 458, 4025&#x2013;4043 (2016).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR58\" id=\"ref-link-section-d62973051e3426\" rel=\"nofollow noopener\" target=\"_blank\">58<\/a>, this system configuration can induce a transit asymmetry<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 62\" title=\"Barnes, J. W. Transit lightcurves of extrasolar planets orbiting rapidly rotating stars. Astrophys. J. 705, 683&#x2013;692 (2009).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR62\" id=\"ref-link-section-d62973051e3430\" rel=\"nofollow noopener\" target=\"_blank\">62<\/a>.<\/p>\n<p>From the nearly pole-on inclination of WASP-121 A<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e3437\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a>, we estimate the rotation rate of the star to be between 0.15 and 0.28 as a fraction of the critical rotational velocity. As such, gravity darkening of the host star should be a significant effect, causing a difference in emission intensity between the equator and pole of 6.4\u201320.8% in the optical and 2\u20136% in the JWST\/NIRSpec passband. To quantify the possible impact of gravity darkening on our observations, we analysed all available TESS observations of WASP-121 b, given the proportionally higher contribution of gravity darkening to transit asymmetry in the optical. We query five sectors of 20-s cadence light curves and one sector of 120-s cadence, including only data ~0.25\u2009days around the centre of each transit. To model the transit of a rapidly rotating, gravity-darkened star, we use the method described in ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 33\" title=\"Dholakia, S., Luger, R. &amp; Dholakia, S. Efficient and precise transit light curves for rapidly rotating, oblate stars. Astrophys. J. 925, 185 (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR33\" id=\"ref-link-section-d62973051e3441\" rel=\"nofollow noopener\" target=\"_blank\">33<\/a>, but instead rewrite the spherical-harmonic decomposition of the gravity-darkened surface using Planck\u2019s blackbody law into JAX. This allows us to use eclipsoid<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 63\" title=\"Dholakia, S., Dholakia, S. &amp; Pope, B. J. S. A general, differentiable transit model for ellipsoidal occulters: derivation, application, and forecast of planetary oblateness and obliquity constraints with JWST. Astrophys. J. 987, 150 (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR63\" id=\"ref-link-section-d62973051e3445\" rel=\"nofollow noopener\" target=\"_blank\">63<\/a> as the model within the JAX ecosystem. We use NumPyro<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 64\" title=\"Phan, D., Pradhan, N. &amp; Jankowiak, M. Composable effects for flexible and accelerated probabilistic programming in NumPyro. Preprint at &#010;                https:\/\/arxiv.org\/abs\/1912.11554&#010;                &#010;               (2019).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR64\" id=\"ref-link-section-d62973051e3449\" rel=\"nofollow noopener\" target=\"_blank\">64<\/a> to construct a probabilistic model for the gravity-darkened transit, using priors from ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 21\" title=\"Mikal-Evans, T. et al. A JWST NIRSpec phase curve for WASP-121b: dayside emission strongest eastward of the substellar point and nightside conditions conducive to cloud formation. Astrophys. J. Lett. 943, L17 (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR21\" id=\"ref-link-section-d62973051e3453\" rel=\"nofollow noopener\" target=\"_blank\">21<\/a> for the stellar and planet parameters and ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e3458\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a> for the projected orbital obliquity. We also sample the sine of the stellar inclination using an isotropic prior on the spin axis, restricted to the range 0\u20130.25 to ensure the star is relatively pole-on, as suggested by ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e3462\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a>, and place a uniform prior on the dimensionless stellar rotation rate \u03c9 between 0 and 0.3. We fix the gravity-darkening exponent \u03b2, which governs the temperature difference produced by a given surface gravity contrast between the star\u2019s equator and poles, to 0.23, as allowing it to vary can lead to unphysical values<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 65\" title=\"Ahlers, J. P. et al. Gravity-darkening Analysis of the Misaligned Hot Jupiter MASCARA-4 b. Astrophys. J. 888, 63 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR65\" id=\"ref-link-section-d62973051e3472\" rel=\"nofollow noopener\" target=\"_blank\">65<\/a>. Finally, we use Hamiltonian Monte Carlo with the NUTS sampler<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 66\" title=\"Hoffman, M. D. &amp; Gelman, A. The No-U-Turn Sampler: adaptively setting path lengths in Hamiltonian Monte Carlo. Preprint at &#010;                https:\/\/arxiv.org\/abs\/1111.4246&#010;                &#010;               (2011).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR66\" id=\"ref-link-section-d62973051e3476\" rel=\"nofollow noopener\" target=\"_blank\">66<\/a> to obtain posteriors on the parameters of interest. We also performed inference using the same priors but without the gravity-darkening map on the star as a comparison with a standard transit fit to examine the amplitude of a transit asymmetry the star\u2019s gravity darkening induces.<\/p>\n<p>TESS\u2019s light curves confirm that WASP-121 A is measurably gravity-darkened, creating a transit asymmetry with an amplitude on the order of 100\u2009ppm in the optical light curves between contact points 2 and 3 as well as upward residuals reaching up to ~300\u2009ppm during egress (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig7\" rel=\"nofollow noopener\" target=\"_blank\">4<\/a>). The posteriors of the planet\u2019s and star\u2019s inclination as well as the projected and true spin\u2013orbit angles (Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">6<\/a>) are consistent with previous radial-velocity observations of the system<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e3489\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a>. For the stellar rotation rate, we find (12.6 \u00b1 0.19)% times the critical rotational velocity, which is slightly lower than the (15\u201328)% estimated before<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Bourrier, V. et al. Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS). III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b. Astron. Astrophys. 635, A205 (2020).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR45\" id=\"ref-link-section-d62973051e3493\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a> and thus suggests that the star\u2019s rotation rate lies on the lower end of previous constraints. One possible reason for the small discrepancy between our result and the radial-velocity observation\u2019s lower limit might be the star\u2019s gravity-darkening exponent we fixed at \u03b2 = 0.23. \u03b2 can be lower than the value of \u03b2 = 0.25 predicted theoretically<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 67\" title=\"Monnier, J. D. et al. Imaging the surface of Altair. Science 317, 342 (2007).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR67\" id=\"ref-link-section-d62973051e3507\" rel=\"nofollow noopener\" target=\"_blank\">67<\/a>, reducing the temperature contrast between stellar equator and pole for a given rotation rate. Thus, if WASP-121 A\u2019s \u03b2 were lesser than 0.23, our measured \u03c9 would be biased to smaller values, which would be in line with our measurement being slightly lower than the Doppler tomography\u2019s lower limit.<\/p>\n<p>Because the wavelength bands of TESS and JWST\/NIRISS SOSS Order 1 overlap, the NIRISS SOSS light curve will also be affected by gravity darkening. Indeed, both the asymmetry between contact points 2 and 3 and the even stronger upward residuals during egress caused by gravity darkening in TESS (see Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig7\" rel=\"nofollow noopener\" target=\"_blank\">4<\/a>) are clearly visible in the white-light curve of NIRISS SOSS Order 1 (see middle rows of Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a> and Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig4\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>).<\/p>\n<p>To examine whether the transit asymmetry observed with JWST\/NIRSpec G395H NRS2 is consistent with WASP-121 A\u2019s gravity darkening observed with TESS, we fit the JWST\/NIRSpec G395H NRS2 data in the same manner as before, but using a maximum a posteriori method. The stellar rotation rate required to fit the NRS2 light curve is \u03c9 = 19.8% (Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">6<\/a>) and, thus, deviates from the TESS result by &gt;30\u03c3. This demonstrates that gravity darkening of WASP-121 A is insufficient to explain the transit asymmetry observed with JWST\/NIRSpec. In addition, the gravity darkening model does not explain the lack of a transit asymmetry in NRS1 if NRS2 is affected by gravity darkening, as the gravity-darkening-induced asymmetry would be expected to decrease monotonically at longer wavelengths<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 62\" title=\"Barnes, J. W. Transit lightcurves of extrasolar planets orbiting rapidly rotating stars. Astrophys. J. 705, 683&#x2013;692 (2009).\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#ref-CR62\" id=\"ref-link-section-d62973051e3542\" rel=\"nofollow noopener\" target=\"_blank\">62<\/a>. Therefore, in NRS2, gravity darkening must be a minor effect compared with WASP-121 b\u2019s phase-dependent transmission spectrum as the symmetric NRS1 light curve demonstrates that gravity darkening has already dropped below a measurable level at that wavelength range (Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a> and Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig4\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>).<\/p>\n<p>Phase-dependent CO absorption<\/p>\n<p>JWST\/NIRISS\u2019s and JWST\/NIRSpec G395H\u2019s bandpasses include one CO band each. To examine whether WASP-121 b\u2019s radius change is consistent between both observed CO bands, we integrated both detectors\u2019 light curves over the heads of the two CO bands and fit both \\({{\\mathcal{M}}}_{\\mathrm{tra}}\\) and \\({{\\mathcal{M}}}_{\\mathrm{rot}}\\) with R2\/R* = 0 using least-squares approaches and MCMCs as before to the light curves. In these fits, the orbital parameters were fixed to the two observations\u2019 white-light curve fit results. The fits to the observations (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#Fig9\" rel=\"nofollow noopener\" target=\"_blank\">6<\/a>) reveal that WASP-121 b\u2019s rotation-induced radius change results in residuals on the order of 250\u2009ppm between contact points 2 and 3 when \\({{\\mathcal{M}}}_{\\mathrm{tra}}\\) is used in both the NIRISS and NIRSpec light curve, although the NIRISS data suffer from a lower signal-to-noise ratio due to the probed CO band being narrower than the one in NIRSpec. The MCMC posteriors of R1\/R* are \\(65{0}_{-189}^{+188}\\,\\mathrm{ppm}\\,{{\\rm{h}}}^{-1}\\) in NIRISS and \\(58{0}_{-91}^{+90}\\,\\mathrm{ppm}\\,{{\\rm{h}}}^{-1}\\) in NIRSpec and thus consistent between both observations.<\/p>\n<p>The slightly stronger increase of WASP-121 b\u2019s apparent radius as a function of time in NIRISS compared with NIRSpec might be the result of contamination with gravity darkening. We note, however, that the linear rate of radius change in the white-light curve of NIRISS (\\(40{9}_{-53}^{+53}\\,\\mathrm{ppm}\\,{{\\rm{h}}}^{-1}\\); Supplementary Table <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"supplementary material anchor\" href=\"http:\/\/www.nature.com\/articles\/s41550-026-02887-6#MOESM1\" rel=\"nofollow noopener\" target=\"_blank\">4<\/a>) is smaller than the rate measured from the light curve integrated over the CO band (\\(65{0}_{-189}^{+188}\\,\\mathrm{ppm}\\,{{\\rm{h}}}^{-1}\\)). Gravity darkening monotonically decreases with wavelength, and because the CO band in NIRISS is located on the long-wavelength end of the detector, there has to be an additional source of an asymmetric light curve that elevates the R1\/R* measurement over that from the white-light curve. Thus, both the NIRISS and the NIRSpec data point towards increasing CO absorption in the planet as a function of orbital phase with quantitatively consistent amplitudes. This demonstrates JWST\u2019s remarkable capability to measure phase-dependent absorption in transiting exoplanets consistently between different observations and instruments.<\/p>\n","protected":false},"excerpt":{"rendered":"Observations and data reductionsJWST\/NIRSpec G395H observations The JWST observed the ultrahot Jupiter WASP-121 b starting 145\u2009min before the&hellip;\n","protected":false},"author":2,"featured_media":493786,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[908,23205,9411,1437,61,60,248,82,247],"class_list":["post-493785","post","type-post","status-publish","format-standard","has-post-thumbnail","category-space","tag-astronomy","tag-astrophysics-and-cosmology","tag-exoplanets","tag-general","tag-ie","tag-ireland","tag-physics","tag-science","tag-space"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/493785","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/comments?post=493785"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/493785\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media\/493786"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media?parent=493785"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/categories?post=493785"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/tags?post=493785"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}