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Data-driven Modeling of Telluric Features and Stellar Variability with StellarSpectraObservationFitting.jl

  • Authors: Christian Gilbertson, Eric B. Ford, Samuel Halverson, Evan Fitzmaurice, Cullen H. Blake, Gumundur Stefánsson, Suvrath Mahadevan, Jason T. Wright, Jacob K. Luhn, Joe P. Ninan, Paul Robertson, Arpita Roy, Christian Schwab, Ryan C. Terrien

Christian Gilbertson et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 7.

SSOF model of KO 137 for HD 26965 which can effectively model its portion of the spectrum with only a stellar template. Top: the flux outputs of the model—﹩{Y}_{\oplus }^{{\prime} }﹩ (blue) which has no telluric transmission (blue) and ﹩{Y}_{\star }^{{\prime} }﹩ (orange), a constant stellar model. Middle: the per-pixel mean absolute deviation (MAD) of YD − YM. The majority of the spectra is modeled to >99% accuracy. Bottom: the remaining χ2 for each observed pixel. All parts of the spectra are modeled equally well in a χ2-sense. The residuals between v⋆,137 and ﹩{v}_{\star }^{{\mathtt{SSOF}}}﹩ are shown in Figure 11.

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