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Ultracool dwarf Science with MachIne LEarning (USMILE). I. Scalable Tree-based Models for Photometric Spectral Classification and New Discoveries from LSST Data Preview 1 and Euclid Quick Data Release 1

  • Authors: Zhoujian Zhang, 周健 张, Yanxia Li, 燕侠 李

Zhoujian Zhang et al 2025 The Astronomical Journal 170 .

  • Provider: AAS Journals

Caption: Figure 15.

Euclid NISP spectra for example candidates from the UCD-agreed category, with the format following that of Figure 13. The spectrum of the last candidate, EUCL J035236.14−483012.4, only has a J-band S/N of 4.7. Although this S/N is lower than the threshold we adopt for performing template fitting analysis, we find its spectrum is similar to that of an L6 template. We keep this object as an ultracool dwarf candidate; high-quality spectroscopy is warranted to refine its spectral type and confirm its nature.

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